From 8256954d34b5c132bb48fdae649bbb7c06230e7f Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 15:09:32 +0200 Subject: [PATCH 01/26] initial --- .../gem/gem_test_functions.py | 488 ++++++++++++++++-- 1 file changed, 447 insertions(+), 41 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 71f8c93..1e2cad9 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -2,6 +2,7 @@ Utility functions for running tests in the GEM model test framework. """ +import os import logging from multiprocessing import Pool @@ -12,9 +13,21 @@ from tqdm.autonotebook import tqdm from openquake.hazardlib.imt import PGA, PGV +from openquake.hazardlib import imt as imt_module +from openquake.hazardlib import scalerel from openquake.hazardlib.geo.geodetic import distance +from openquake.hazardlib.contexts import RuptureContext import openquake.hazardlib as hz +from openquake.smt.residuals.gmpe_residuals import Residuals +from openquake.smt.residuals.context_db import ContextDB +from openquake.smt.residuals.residual_plotter import ( + ResidualPlot, + ResidualWithMagnitude, + ResidualWithDistance, + ResidualWithVs30, +) + from openquake.hme.utils import ( parallelize, mag_to_mo, @@ -657,10 +670,366 @@ def get_closest_rupture(eq, rupture_df): return rupture_df.iloc[dists.argmin()] +class HamletContextDB(ContextDB): + """ + Custom ContextDB that builds contexts from hamlet's earthquake + DataFrame and flatfile records, suitable for SMT residual analysis. + """ + + def __init__(self, eq_df, gm_df): + """ + :param eq_df: + DataFrame of unique earthquakes (post column rename via + convert_flatfile_eq_cols), with columns such as event_id, + longitude, latitude, depth, magnitude, strike, dip, rake, + es_z_top, es_width, etc. + :param gm_df: + Full flatfile DataFrame with original (un-renamed) columns, + containing all ground-motion records. + """ + self.eq_df = eq_df + self.gm_df = gm_df + self._col_cache = {c.lower(): c for c in self.gm_df.columns} + self._detect_event_id_col() + + def _detect_event_id_col(self): + lower_cols = set(self._col_cache.keys()) + if "event_id" in lower_cols: + self.event_id_col = self._col_cache["event_id"] + elif "esm_event_id" in lower_cols: + self.event_id_col = self._col_cache["esm_event_id"] + else: + raise ValueError( + "Cannot determine event ID column in flatfile: " + "expected 'event_id' or 'esm_event_id'" + ) + + def _get_col(self, df, candidates): + """Return array of values from the first matching column (case-insensitive).""" + col_map = {c.lower(): c for c in df.columns} + for c in candidates: + if c.lower() in col_map: + return df[col_map[c.lower()]].values + return None + + # Abstract method stubs (unused because get_contexts is overridden) + def get_event_and_records(self): + raise NotImplementedError + + def update_context(self, ctx, records, nodal_plane_index=1): + raise NotImplementedError + + def get_observations(self, imtx, records, component="Geometric"): + raise NotImplementedError + + def get_contexts(self, nodal_plane_index=1, imts=None, + component="Geometric"): + """Build contexts directly from hamlet DataFrames.""" + compute_obs = imts is not None and len(imts) + ctxs = [] + + for idx, eq in self.eq_df.iterrows(): + records = self.gm_df[ + self.gm_df[self.event_id_col] == eq.event_id + ] + if len(records) == 0: + continue + + ctx = RuptureContext() + + # ---- Rupture parameters ---- + ctx.mag = float(eq.magnitude) + ctx.strike = ( + float(eq.strike) if pd.notnull(eq.get("strike")) else 0.0 + ) + ctx.dip = ( + float(eq.dip) if pd.notnull(eq.get("dip")) else 90.0 + ) + ctx.rake = ( + float(eq.rake) if pd.notnull(eq.get("rake")) else 0.0 + ) + ctx.hypo_lon = float(eq.longitude) + ctx.hypo_lat = float(eq.latitude) + ctx.hypo_depth = float(eq.depth) + + if pd.notnull(eq.get("es_z_top")): + ctx.ztor = float(eq.es_z_top) + else: + ctx.ztor = float(eq.depth) + + if pd.notnull(eq.get("es_width")): + ctx.width = float(eq.es_width) + else: + ctx.width = np.sqrt( + scalerel.WC1994().get_median_area(ctx.mag, ctx.rake) + ) + + ctx.hypo_loc = (0.5, 0.5) + + # ---- Site parameters ---- + n_sites = len(records) + ctx.lons = self._get_col( + records, ["st_longitude"] + ).astype(float) + ctx.lats = self._get_col( + records, ["st_latitude"] + ).astype(float) + + depths = self._get_col(records, ["st_elevation"]) + if depths is not None: + depths = depths.astype(float) * -1.0e-3 + depths[np.isnan(depths)] = 0.0 + ctx.depths = depths + else: + ctx.depths = np.zeros(n_sites) + + vs30 = self._get_col( + records, ["vs30_m_sec", "vs30_m_s", "vs30"] + ) + ctx.vs30 = ( + vs30.astype(float) + if vs30 is not None + else np.full(n_sites, 760.0) + ) + + vs30_type = self._get_col( + records, ["vs30_meas_type", "vs30_calc_method"] + ) + if vs30_type is not None: + ctx.vs30measured = np.array( + [ + str(v).strip().lower() == "measured" + if pd.notnull(v) + else False + for v in vs30_type + ], + dtype=bool, + ) + else: + ctx.vs30measured = np.zeros(n_sites, dtype=bool) + + z1 = self._get_col(records, ["z1pt0", "z1pt0 (m)"]) + ctx.z1pt0 = ( + np.where(np.isnan(z1.astype(float)), np.nan, z1.astype(float)) + if z1 is not None + else np.full(n_sites, np.nan) + ) + + z2 = self._get_col(records, ["z2pt5", "z2pt5 (km)"]) + ctx.z2pt5 = ( + np.where(np.isnan(z2.astype(float)), np.nan, z2.astype(float)) + if z2 is not None + else np.full(n_sites, np.nan) + ) + + backarc = self._get_col(records, ["backarc", "st_backarc"]) + if backarc is not None: + ctx.backarc = np.array( + [ + b in (1, True) or (isinstance(b, str) and + b.lower() == "true") + for b in backarc + ], + dtype=bool, + ) + else: + ctx.backarc = np.zeros(n_sites, dtype=bool) + + # ---- Distance parameters ---- + epi = self._get_col(records, ["epi_dist"]) + ctx.repi = ( + epi.astype(float) if epi is not None + else np.full(n_sites, np.nan) + ) + + ctx.rhypo = np.sqrt(ctx.repi ** 2 + ctx.hypo_depth ** 2) + + rjb = self._get_col(records, ["jb_dist", "JB_dist"]) + ctx.rjb = ( + rjb.astype(float) if rjb is not None + else np.full(n_sites, np.nan) + ) + + rrup = self._get_col(records, ["rup_dist"]) + ctx.rrup = ( + rrup.astype(float) if rrup is not None + else np.full(n_sites, np.nan) + ) + + rx = self._get_col(records, ["rx_dist", "Rx_dist"]) + ctx.rx = ( + rx.astype(float) if rx is not None + else np.full(n_sites, np.nan) + ) + + ry0 = self._get_col(records, ["ry0_dist", "Ry0_dist"]) + ctx.ry0 = ( + ry0.astype(float) if ry0 is not None + else np.full(n_sites, np.nan) + ) + + ctx.rvolc = np.zeros(n_sites) + ctx.rcdpp = np.zeros(n_sites) + + self._fill_missing_distances(ctx) + + ctx.sids = np.arange(n_sites, dtype=np.uint32) + + # ---- Build context dict ---- + dic = {"EventID": eq.event_id, "Ctx": ctx} + + if compute_obs: + dic["Observations"] = {} + dic["Retained"] = {} + for imtx in imts: + values = self._get_imt_observations( + imtx, records, component + ) + check = pd.notnull(values) + dic["Observations"][imtx] = np.asarray( + values, dtype=float + ) + dic["Retained"][imtx] = np.argwhere(check).flatten() + dic["Num. Sites"] = n_sites + + ctxs.append(dic) + + return ctxs + + def _fill_missing_distances(self, ctx): + """Fill NaN distances by reconstructing a finite rupture.""" + dist_attrs = ["rrup", "rjb", "rx", "ry0", "repi", "rhypo"] + has_missing = any( + np.any(np.isnan(getattr(ctx, attr, np.array([])))) + for attr in dist_attrs + if hasattr(ctx, attr) + ) + if not has_missing: + return + + try: + from openquake.hazardlib.geo.point import Point + from openquake.hazardlib.geo.surface.planar import PlanarSurface + from openquake.hazardlib.source.rupture import BaseRupture + from openquake.hazardlib.site import Site, SiteCollection + from openquake.hazardlib.contexts import ContextMaker + from openquake.hazardlib import valid + + msr = scalerel.WC1994() + hypoc = Point(ctx.hypo_lon, ctx.hypo_lat, ctx.hypo_depth) + srf = PlanarSurface.from_hypocenter( + hypoc, msr, ctx.mag, 2.0, + ctx.strike, ctx.dip, ctx.rake, ctx.ztor + ) + rup = BaseRupture(ctx.mag, ctx.rake, None, hypoc, srf) + + # Build a dummy GMM that requires all distance types + gmpe = valid.gsim("DummyGMPE") + orig_r = list(gmpe.REQUIRES_DISTANCES) + for d in ["repi", "rrup", "rjb", "rhypo", "rx", "ry0", "rvolc"]: + if d not in orig_r: + orig_r.append(d) + gmpe.REQUIRES_DISTANCES = frozenset(orig_r) + + mag_str = [f"{ctx.mag:.2f}"] + oqp = {"imtls": {"PGA": []}, "mags": mag_str} + ctxm = ContextMaker( + "Active Shallow Crust", [gmpe], oqp + ) + + for i in range(len(ctx.lons)): + needs_fill = any( + np.isnan(getattr(ctx, attr)[i]) + for attr in dist_attrs + if hasattr(ctx, attr) + ) + if not needs_fill: + continue + + site = SiteCollection( + [ + Site( + Point(ctx.lons[i], ctx.lats[i], ctx.depths[i]), + ctx.vs30[i], + ctx.z1pt0[i] + if not np.isnan(ctx.z1pt0[i]) + else None, + ctx.z2pt5[i] + if not np.isnan(ctx.z2pt5[i]) + else None, + ) + ] + ) + + site_ctxs = ctxm.get_ctxs([rup], site) + if len(site_ctxs) == 0: + continue + site_ctx = site_ctxs[0] + + for attr in dist_attrs: + if hasattr(ctx, attr) and np.isnan( + getattr(ctx, attr)[i] + ): + val = getattr(site_ctx, attr, None) + if val is not None: + getattr(ctx, attr)[i] = float(val[0]) + except Exception as e: + logging.warning(f"Could not fill missing distances: {e}") + + def _get_imt_observations(self, imtx, records, component="Geometric"): + """Get observed ground-motion values for an IMT in cm/s^2.""" + u_col, v_col, rotd50_col = self._imt_to_cols(imtx) + + if component == "Geometric": + u_vals = self._get_col(records, [u_col]) + v_vals = self._get_col(records, [v_col]) + if u_vals is not None and v_vals is not None: + u_f = np.abs(u_vals.astype(float)) + v_f = np.abs(v_vals.astype(float)) + values = np.sqrt(u_f * v_f) + # Fall back to rotD50 where geometric mean is NaN + rotd50 = self._get_col(records, [rotd50_col]) + if rotd50 is not None: + mask = np.isnan(values) + values[mask] = np.abs(rotd50.astype(float))[mask] + return values + # No U/V components available, try rotD50 + rotd50 = self._get_col(records, [rotd50_col]) + if rotd50 is not None: + return np.abs(rotd50.astype(float)) + return np.full(len(records), np.nan) + + elif component.lower() in ("rotd50", "rotd_50"): + rotd50 = self._get_col(records, [rotd50_col]) + if rotd50 is not None: + return np.abs(rotd50.astype(float)) + return np.full(len(records), np.nan) + + else: + raise ValueError(f"Unsupported component: {component}") + + @staticmethod + def _imt_to_cols(imtx): + """Map IMT string to flatfile column names (u, v, rotd50).""" + if imtx == "PGA": + return "u_pga", "v_pga", "rotd50_pga" + elif imtx == "PGV": + return "u_pgv", "v_pgv", "rotd50_pgv" + elif "SA(" in imtx: + period = imt_module.from_string(imtx).period + period_str = f"{period:.3f}".replace(".", "_") + return ( + f"u_t{period_str}", + f"v_t{period_str}", + f"rotd50_t{period_str}", + ) + else: + raise ValueError(f"Unsupported IMT: {imtx}") + + def catalog_ground_motion_eval_fn(test_config, input_data): - # defining this here for now, will go in config later - imts = (PGA(),) + imts = ["PGA", "SA(0.3)", "SA(0.6)", "SA(1.0)"] logging.info("Matching ruptures to GM Earthquakes") match_results = rupture_matching_eval_fn( @@ -673,58 +1042,95 @@ def catalog_ground_motion_eval_fn(test_config, input_data): no_rake_default_like=test_config["no_rake_default_like"], use_occurrence_rate=test_config["use_occurrence_rate"], return_one=test_config["return_one"], - # parallel is often slower - parallel=test_config["parallel"], # cfg["config"]["parallel"], + parallel=test_config["parallel"], ) - gmm_results = {} - + # Assign TRT to each earthquake via matched ruptures or closest rupture + eq_trt_map = {} match_rups = test_config.get("match_rups", False) - if match_rups: + if match_rups and len(match_results["matched_rups"]) > 0: match_results["matched_rups"]["event_id"] = ( input_data["eq_gm_df"] .loc[match_results["matched_rups"].index] .event_id ) - for idx, matched_rupture in match_results["matched_rups"].iterrows(): - rupture = matched_rupture - trt = rupture.tectonic_region_type - - if trt not in gmm_results: - gmm_results[trt] = {} - - logging.info(f"Calculating GMFs for rupture {idx}") - gmm_results[trt][idx] = predict_gms_for_eq( - matched_rupture, - input_data["gm_df"], - input_data["gsim_lt"], - test_config, - imts=imts, - ) - else: + for idx, matched_rup in match_results["matched_rups"].iterrows(): + eq_trt_map[idx] = matched_rup.tectonic_region_type + + if not match_rups: match_results["unmatched_eqs"] = input_data["eq_gm_df"] for idx, eq in match_results["unmatched_eqs"].iterrows(): - trt = get_closest_rupture( - eq, input_data["rupture_gdf"] - ).tectonic_region_type + if idx not in eq_trt_map: + closest = get_closest_rupture(eq, input_data["rupture_gdf"]) + eq_trt_map[idx] = closest.tectonic_region_type + + # Group events by TRT and compute residuals using the SMT + output_dir = test_config.get("output_dir", "gm_residual_plots") + os.makedirs(output_dir, exist_ok=True) + + results = {} - if trt not in gmm_results: - gmm_results[trt] = {} + for trt in set(eq_trt_map.values()): + eq_indices = [idx for idx, t in eq_trt_map.items() if t == trt] + eq_subset = input_data["eq_gm_df"].loc[eq_indices] + + if len(eq_subset) == 0: + continue + + gsims = input_data["gsim_lt"].values.get(trt, []) + if not gsims: + logging.warning(f"No GMMs found for TRT: {trt}") + continue + + gmpe_list = list(gsims) + + logging.info( + f"Computing residuals for TRT: {trt} " + f"({len(eq_subset)} events, {len(gmpe_list)} GMMs)" + ) + + ctx_db = HamletContextDB(eq_subset, input_data["gm_df"]) try: - rupture = make_rup_from_flatfile(eq, trt=trt) - - logging.info(f"Calculating GMFs for rupture {idx}") - gmm_results[trt][idx] = predict_gms_for_eq( - rupture, - input_data["gm_df"], - input_data["gsim_lt"], - test_config, - imts=imts, - ) - except: - logging.warning(f"can't do eq {eq.name}") + residuals = Residuals(gmpe_list, imts) + residuals.compute_residuals(ctx_db, component="Geometric") + except Exception as e: + logging.warning(f"Could not compute residuals for TRT {trt}: {e}") + continue + + # Generate residual plots + trt_dir = os.path.join(output_dir, trt.replace(" ", "_")) + os.makedirs(trt_dir, exist_ok=True) + + for gmpe in residuals.gmpe_list: + gmpe_str = str(gmpe).replace(" ", "_") + for imtx in imts: + prefix = os.path.join(trt_dir, f"{gmpe_str}_{imtx}") + try: + # Histogram of total / inter-event / intra-event residuals + ResidualPlot( + residuals, gmpe, imtx, f"{prefix}_hist.png" + ) + # Residuals vs magnitude + ResidualWithMagnitude( + residuals, gmpe, imtx, f"{prefix}_vs_mag.png" + ) + # Residuals vs rupture distance + ResidualWithDistance( + residuals, gmpe, imtx, f"{prefix}_vs_dist.png", + distance_type="rrup", + ) + # Residuals vs Vs30 + ResidualWithVs30( + residuals, gmpe, imtx, f"{prefix}_vs_vs30.png" + ) + except Exception as e: + logging.warning( + f"Could not generate plot for {gmpe} {imtx}: {e}" + ) + + results[trt] = residuals - return gmm_results + return results From 6045133e5346a2e9136a7a5a9e87a25d00b2e782 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 15:21:40 +0200 Subject: [PATCH 02/26] remove some code --- .../gem/gem_test_functions.py | 162 +++--------------- 1 file changed, 25 insertions(+), 137 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 1e2cad9..411ae9d 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -12,12 +12,10 @@ from geopandas import GeoDataFrame from tqdm.autonotebook import tqdm -from openquake.hazardlib.imt import PGA, PGV from openquake.hazardlib import imt as imt_module from openquake.hazardlib import scalerel from openquake.hazardlib.geo.geodetic import distance from openquake.hazardlib.contexts import RuptureContext -import openquake.hazardlib as hz from openquake.smt.residuals.gmpe_residuals import Residuals from openquake.smt.residuals.context_db import ContextDB @@ -596,75 +594,6 @@ def rupture_matching_eval_fn( return {"matched_rups": matched_rups, "unmatched_eqs": unmatched_eqs} -from openquake.hme.utils.gmm_utils import ( - make_sitecol, - build_oq_rupture, - gmf_from_rupture, - get_imls_from_flatfile_row, - make_rup_from_flatfile, -) - - -def get_flatfile_records_for_eq(event_id, gm_df: pd.DataFrame) -> pd.DataFrame: - return gm_df.loc[gm_df.event_id == event_id] - - -def predict_gms_for_eq(eq, gm_df, gsim_lt, test_config, imts=(PGA(),)): - site_records = get_flatfile_records_for_eq(eq.event_id, gm_df) - sitecol = make_sitecol( - site_records["st_longitude"].values, - site_records["st_latitude"].values, - vs30s=site_records["vs30_m_sec"].values, - vs30s_meas_type=site_records["vs30_meas_type"].values, - ) - - if not isinstance(eq, hz.source.rupture.BaseRupture): - rupture = build_oq_rupture(eq) - else: - rupture = eq - - results = {} - - gsims = gsim_lt.values[eq.tectonic_region_type] - - if test_config["gmf_method"] == "ground_motion_fields": - for gsim in gsims: - results[gsim.__repr__().strip("[]")] = gmf_from_rupture( - rupture, sites=sitecol, gsim=gsim, imts=imts - ) - - elif test_config["gmf_method"] == "calc_gmf_simplified": - # ebr = hz.source.rupture.EBRupture() - raise NotImplementedError("don't know how to make EBR, context") - - results["obs"] = {imt.__repr__(): {} for imt in imts} - for i, row in site_records.iterrows(): - row_obs = get_imls_from_flatfile_row(row, imts) - for imt, v in row_obs.items(): - results["obs"][imt][i] = v - - results_df = pd.concat( - [ - pd.Series(res, name=f"{imt}_obs") - for imt, res in results["obs"].items() - ], - axis=1, - ) - - for gsim, gms in results.items(): - if gsim != "obs": - for imt, vals in gms.items(): - results_df[f"{imt}_{gsim}"] = vals - - rrup_calc = rupture.surface.get_min_distance(sitecol.mesh) - results_df["rup_dist_calc"] = rrup_calc - results_df["rup_dist_ff"] = site_records["rup_dist"] - - # breakpoint() - - return results_df - - def get_closest_rupture(eq, rupture_df): dists = get_distances(eq, rupture_df) return rupture_df.iloc[dists.argmin()] @@ -684,25 +613,12 @@ def __init__(self, eq_df, gm_df): longitude, latitude, depth, magnitude, strike, dip, rake, es_z_top, es_width, etc. :param gm_df: - Full flatfile DataFrame with original (un-renamed) columns, - containing all ground-motion records. + Full flatfile DataFrame in GEM flatfile format with original + (un-renamed) columns, containing all ground-motion records. """ self.eq_df = eq_df self.gm_df = gm_df self._col_cache = {c.lower(): c for c in self.gm_df.columns} - self._detect_event_id_col() - - def _detect_event_id_col(self): - lower_cols = set(self._col_cache.keys()) - if "event_id" in lower_cols: - self.event_id_col = self._col_cache["event_id"] - elif "esm_event_id" in lower_cols: - self.event_id_col = self._col_cache["esm_event_id"] - else: - raise ValueError( - "Cannot determine event ID column in flatfile: " - "expected 'event_id' or 'esm_event_id'" - ) def _get_col(self, df, candidates): """Return array of values from the first matching column (case-insensitive).""" @@ -730,7 +646,7 @@ def get_contexts(self, nodal_plane_index=1, imts=None, for idx, eq in self.eq_df.iterrows(): records = self.gm_df[ - self.gm_df[self.event_id_col] == eq.event_id + self.gm_df["event_id"] == eq.event_id ] if len(records) == 0: continue @@ -784,7 +700,7 @@ def get_contexts(self, nodal_plane_index=1, imts=None, ctx.depths = np.zeros(n_sites) vs30 = self._get_col( - records, ["vs30_m_sec", "vs30_m_s", "vs30"] + records, ["vs30_m_sec"] ) ctx.vs30 = ( vs30.astype(float) @@ -793,7 +709,7 @@ def get_contexts(self, nodal_plane_index=1, imts=None, ) vs30_type = self._get_col( - records, ["vs30_meas_type", "vs30_calc_method"] + records, ["vs30_meas_type"] ) if vs30_type is not None: ctx.vs30measured = np.array( @@ -808,21 +724,21 @@ def get_contexts(self, nodal_plane_index=1, imts=None, else: ctx.vs30measured = np.zeros(n_sites, dtype=bool) - z1 = self._get_col(records, ["z1pt0", "z1pt0 (m)"]) + z1 = self._get_col(records, ["z1pt0 (m)"]) ctx.z1pt0 = ( np.where(np.isnan(z1.astype(float)), np.nan, z1.astype(float)) if z1 is not None else np.full(n_sites, np.nan) ) - z2 = self._get_col(records, ["z2pt5", "z2pt5 (km)"]) + z2 = self._get_col(records, ["z2pt5 (km)"]) ctx.z2pt5 = ( np.where(np.isnan(z2.astype(float)), np.nan, z2.astype(float)) if z2 is not None else np.full(n_sites, np.nan) ) - backarc = self._get_col(records, ["backarc", "st_backarc"]) + backarc = self._get_col(records, ["st_backarc"]) if backarc is not None: ctx.backarc = np.array( [ @@ -844,7 +760,7 @@ def get_contexts(self, nodal_plane_index=1, imts=None, ctx.rhypo = np.sqrt(ctx.repi ** 2 + ctx.hypo_depth ** 2) - rjb = self._get_col(records, ["jb_dist", "JB_dist"]) + rjb = self._get_col(records, ["JB_dist"]) ctx.rjb = ( rjb.astype(float) if rjb is not None else np.full(n_sites, np.nan) @@ -856,13 +772,13 @@ def get_contexts(self, nodal_plane_index=1, imts=None, else np.full(n_sites, np.nan) ) - rx = self._get_col(records, ["rx_dist", "Rx_dist"]) + rx = self._get_col(records, ["Rx_dist"]) ctx.rx = ( rx.astype(float) if rx is not None else np.full(n_sites, np.nan) ) - ry0 = self._get_col(records, ["ry0_dist", "Ry0_dist"]) + ry0 = self._get_col(records, ["Ry0_dist"]) ctx.ry0 = ( ry0.astype(float) if ry0 is not None else np.full(n_sites, np.nan) @@ -883,7 +799,7 @@ def get_contexts(self, nodal_plane_index=1, imts=None, dic["Retained"] = {} for imtx in imts: values = self._get_imt_observations( - imtx, records, component + imtx, records ) check = pd.notnull(values) dic["Observations"][imtx] = np.asarray( @@ -976,53 +892,25 @@ def _fill_missing_distances(self, ctx): except Exception as e: logging.warning(f"Could not fill missing distances: {e}") - def _get_imt_observations(self, imtx, records, component="Geometric"): - """Get observed ground-motion values for an IMT in cm/s^2.""" - u_col, v_col, rotd50_col = self._imt_to_cols(imtx) - - if component == "Geometric": - u_vals = self._get_col(records, [u_col]) - v_vals = self._get_col(records, [v_col]) - if u_vals is not None and v_vals is not None: - u_f = np.abs(u_vals.astype(float)) - v_f = np.abs(v_vals.astype(float)) - values = np.sqrt(u_f * v_f) - # Fall back to rotD50 where geometric mean is NaN - rotd50 = self._get_col(records, [rotd50_col]) - if rotd50 is not None: - mask = np.isnan(values) - values[mask] = np.abs(rotd50.astype(float))[mask] - return values - # No U/V components available, try rotD50 - rotd50 = self._get_col(records, [rotd50_col]) - if rotd50 is not None: - return np.abs(rotd50.astype(float)) - return np.full(len(records), np.nan) - - elif component.lower() in ("rotd50", "rotd_50"): - rotd50 = self._get_col(records, [rotd50_col]) - if rotd50 is not None: - return np.abs(rotd50.astype(float)) - return np.full(len(records), np.nan) - - else: - raise ValueError(f"Unsupported component: {component}") + def _get_imt_observations(self, imtx, records): + """Get observed rotD50 ground-motion values for an IMT in cm/s^2.""" + col_name = self._imt_to_rotd50_col(imtx) + values = self._get_col(records, [col_name]) + if values is not None: + return np.abs(values.astype(float)) + return np.full(len(records), np.nan) @staticmethod - def _imt_to_cols(imtx): - """Map IMT string to flatfile column names (u, v, rotd50).""" + def _imt_to_rotd50_col(imtx): + """Map IMT string to the GEM flatfile rotD50 column name.""" if imtx == "PGA": - return "u_pga", "v_pga", "rotd50_pga" + return "rotD50_pga" elif imtx == "PGV": - return "u_pgv", "v_pgv", "rotd50_pgv" + return "rotD50_pgv" elif "SA(" in imtx: period = imt_module.from_string(imtx).period - period_str = f"{period:.3f}".replace(".", "_") - return ( - f"u_t{period_str}", - f"v_t{period_str}", - f"rotd50_t{period_str}", - ) + period_str = str(period).replace(".", "_") + return f"rotD50_T{period_str}" else: raise ValueError(f"Unsupported IMT: {imtx}") From ea561537b3ccd49c27fc8deaf1e55d81545441ee Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 15:29:13 +0200 Subject: [PATCH 03/26] cleanup --- .../gem/gem_test_functions.py | 79 +++++++------------ .../model_test_frameworks/gem/gem_tests.py | 7 +- 2 files changed, 32 insertions(+), 54 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 411ae9d..2ebb456 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -9,7 +9,6 @@ import h3 import numpy as np import pandas as pd -from geopandas import GeoDataFrame from tqdm.autonotebook import tqdm from openquake.hazardlib import imt as imt_module @@ -27,7 +26,6 @@ ) from openquake.hme.utils import ( - parallelize, mag_to_mo, sample_rups, get_model_mfd, @@ -36,8 +34,8 @@ angles_between_plane_and_planes, angles_between_rake_and_rakes, ) -from openquake.hme.utils.utils import _n_procs, breakpoint -from openquake.hme.utils.stats import geom_mean, weighted_geom_mean +from openquake.hme.utils.utils import _n_procs +from openquake.hme.utils.stats import weighted_geom_mean def get_rupture_gdf_cell_moment(rupture_gdf, t_yrs, rup_groups=None): @@ -190,9 +188,6 @@ def model_mfd_eval_fn( mfd_df.index.name = "bin" - # print(mfd_df["obs_mfd_cum"]) - # print(mfd_df["mod_mfd_cum"]) - return {"test_data": {"mfd_df": mfd_df, "annualize": annualize}} @@ -320,7 +315,6 @@ def get_matching_rups( ) rake_diffs = pd.Series(rake_diffs, index=rups.index) # angles > pi/2 should all have zero likelihood - # rake_diffs[rake_diffs >= np.pi / 2] = np.pi / 2 rake_likes = np.cos(rake_diffs) rake_likes[rake_likes < 1e-20] = 1e-20 rups["rake_diff"] = rake_diffs @@ -391,7 +385,6 @@ def get_matching_rups( ) else: - # breakpoint() attitude_likes = np.ones(len(rups)) * no_attitude_default_like rups["attitude_diff"] = np.empty(len(rups)) rups["attitude_diff"].values[:] = np.nan @@ -638,8 +631,7 @@ def update_context(self, ctx, records, nodal_plane_index=1): def get_observations(self, imtx, records, component="Geometric"): raise NotImplementedError - def get_contexts(self, nodal_plane_index=1, imts=None, - component="Geometric"): + def get_contexts(self, nodal_plane_index=1, imts=None, component="Geometric"): """Build contexts directly from hamlet DataFrames.""" compute_obs = imts is not None and len(imts) ctxs = [] @@ -905,8 +897,6 @@ def _imt_to_rotd50_col(imtx): """Map IMT string to the GEM flatfile rotD50 column name.""" if imtx == "PGA": return "rotD50_pga" - elif imtx == "PGV": - return "rotD50_pgv" elif "SA(" in imtx: period = imt_module.from_string(imtx).period period_str = str(period).replace(".", "_") @@ -915,7 +905,30 @@ def _imt_to_rotd50_col(imtx): raise ValueError(f"Unsupported IMT: {imtx}") -def catalog_ground_motion_eval_fn(test_config, input_data): +def _generate_residual_plots(residuals, imts, output_dir): + """Generate residual plots for all GMMs and IMTs.""" + os.makedirs(output_dir, exist_ok=True) + + for gmpe in residuals.gmpe_list: + gmpe_str = str(gmpe).replace(" ", "_") + for imtx in imts: + prefix = os.path.join(output_dir, f"{gmpe_str}_{imtx}") + ResidualPlot( + residuals, gmpe, imtx, f"{prefix}_hist.png" + ) + ResidualWithMagnitude( + residuals, gmpe, imtx, f"{prefix}_vs_mag.png" + ) + ResidualWithDistance( + residuals, gmpe, imtx, f"{prefix}_vs_dist.png", + distance_type="rrup", + ) + ResidualWithVs30( + residuals, gmpe, imtx, f"{prefix}_vs_vs30.png" + ) + + +def evaluate_gmc(test_config, input_data): imts = ["PGA", "SA(0.3)", "SA(0.6)", "SA(1.0)"] @@ -981,43 +994,11 @@ def catalog_ground_motion_eval_fn(test_config, input_data): ctx_db = HamletContextDB(eq_subset, input_data["gm_df"]) - try: - residuals = Residuals(gmpe_list, imts) - residuals.compute_residuals(ctx_db, component="Geometric") - except Exception as e: - logging.warning(f"Could not compute residuals for TRT {trt}: {e}") - continue + residuals = Residuals(gmpe_list, imts) + residuals.compute_residuals(ctx_db, component="Geometric") - # Generate residual plots trt_dir = os.path.join(output_dir, trt.replace(" ", "_")) - os.makedirs(trt_dir, exist_ok=True) - - for gmpe in residuals.gmpe_list: - gmpe_str = str(gmpe).replace(" ", "_") - for imtx in imts: - prefix = os.path.join(trt_dir, f"{gmpe_str}_{imtx}") - try: - # Histogram of total / inter-event / intra-event residuals - ResidualPlot( - residuals, gmpe, imtx, f"{prefix}_hist.png" - ) - # Residuals vs magnitude - ResidualWithMagnitude( - residuals, gmpe, imtx, f"{prefix}_vs_mag.png" - ) - # Residuals vs rupture distance - ResidualWithDistance( - residuals, gmpe, imtx, f"{prefix}_vs_dist.png", - distance_type="rrup", - ) - # Residuals vs Vs30 - ResidualWithVs30( - residuals, gmpe, imtx, f"{prefix}_vs_vs30.png" - ) - except Exception as e: - logging.warning( - f"Could not generate plot for {gmpe} {imtx}: {e}" - ) + _generate_residual_plots(residuals, imts, trt_dir) results[trt] = residuals diff --git a/openquake/hme/model_test_frameworks/gem/gem_tests.py b/openquake/hme/model_test_frameworks/gem/gem_tests.py index 506a8cc..6c73bff 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/gem_tests.py @@ -21,7 +21,7 @@ model_mfd_eval_fn, moment_over_under_eval_fn, rupture_matching_eval_fn, - catalog_ground_motion_eval_fn, + evaluate_gmc, ) from ..relm.relm_tests import ( @@ -488,13 +488,10 @@ def catalog_ground_motion_eval(cfg, input_data): ] match_rups = test_config.get("match_rups", False) - test_config["gmf_method"] = test_config.get( - "gmf_method", "ground_motion_fields" - ) test_config = deep_update(rup_match_default_params, test_config) - gmm_comparisons = catalog_ground_motion_eval_fn(test_config, input_data) + gmm_comparisons = evaluate_gmc(test_config, input_data) return {"gmm_comparisons": gmm_comparisons} From f05cedcc64c12436ef44e5abddbc0f15a8e9427c Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 15:46:40 +0200 Subject: [PATCH 04/26] more splitting of functions --- .../gem/gem_test_functions.py | 321 ++++++++---------- 1 file changed, 143 insertions(+), 178 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 2ebb456..90711e1 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -595,31 +595,21 @@ def get_closest_rupture(eq, rupture_df): class HamletContextDB(ContextDB): """ Custom ContextDB that builds contexts from hamlet's earthquake - DataFrame and flatfile records, suitable for SMT residual analysis. + DataFrame and GEM Global Flatfile records, suitable for SMT + residual analysis. """ def __init__(self, eq_df, gm_df): """ :param eq_df: - DataFrame of unique earthquakes (post column rename via - convert_flatfile_eq_cols), with columns such as event_id, + DataFrame of unique earthquakes, with columns such as event_id, longitude, latitude, depth, magnitude, strike, dip, rake, es_z_top, es_width, etc. :param gm_df: - Full flatfile DataFrame in GEM flatfile format with original - (un-renamed) columns, containing all ground-motion records. + DataFrame of the GEM Global Flatfile. """ self.eq_df = eq_df self.gm_df = gm_df - self._col_cache = {c.lower(): c for c in self.gm_df.columns} - - def _get_col(self, df, candidates): - """Return array of values from the first matching column (case-insensitive).""" - col_map = {c.lower(): c for c in df.columns} - for c in candidates: - if c.lower() in col_map: - return df[col_map[c.lower()]].values - return None # Abstract method stubs (unused because get_contexts is overridden) def get_event_and_records(self): @@ -632,8 +622,9 @@ def get_observations(self, imtx, records, component="Geometric"): raise NotImplementedError def get_contexts(self, nodal_plane_index=1, imts=None, component="Geometric"): - """Build contexts directly from hamlet DataFrames.""" - compute_obs = imts is not None and len(imts) + """ + Build contexts directly from hamlet DataFrames. + """ ctxs = [] for idx, eq in self.eq_df.iterrows(): @@ -644,168 +635,128 @@ def get_contexts(self, nodal_plane_index=1, imts=None, component="Geometric"): continue ctx = RuptureContext() + n_sites = len(records) - # ---- Rupture parameters ---- - ctx.mag = float(eq.magnitude) - ctx.strike = ( - float(eq.strike) if pd.notnull(eq.get("strike")) else 0.0 - ) - ctx.dip = ( - float(eq.dip) if pd.notnull(eq.get("dip")) else 90.0 - ) - ctx.rake = ( - float(eq.rake) if pd.notnull(eq.get("rake")) else 0.0 - ) - ctx.hypo_lon = float(eq.longitude) - ctx.hypo_lat = float(eq.latitude) - ctx.hypo_depth = float(eq.depth) - - if pd.notnull(eq.get("es_z_top")): - ctx.ztor = float(eq.es_z_top) - else: - ctx.ztor = float(eq.depth) - - if pd.notnull(eq.get("es_width")): - ctx.width = float(eq.es_width) - else: - ctx.width = np.sqrt( - scalerel.WC1994().get_median_area(ctx.mag, ctx.rake) - ) - - ctx.hypo_loc = (0.5, 0.5) + self._set_rupture_params(ctx, eq) + self._set_site_params(ctx, records, n_sites) + self._set_distance_params(ctx, records, n_sites) - # ---- Site parameters ---- - n_sites = len(records) - ctx.lons = self._get_col( - records, ["st_longitude"] - ).astype(float) - ctx.lats = self._get_col( - records, ["st_latitude"] - ).astype(float) - - depths = self._get_col(records, ["st_elevation"]) - if depths is not None: - depths = depths.astype(float) * -1.0e-3 - depths[np.isnan(depths)] = 0.0 - ctx.depths = depths - else: - ctx.depths = np.zeros(n_sites) - - vs30 = self._get_col( - records, ["vs30_m_sec"] - ) - ctx.vs30 = ( - vs30.astype(float) - if vs30 is not None - else np.full(n_sites, 760.0) - ) + ctx.sids = np.arange(n_sites, dtype=np.uint32) - vs30_type = self._get_col( - records, ["vs30_meas_type"] - ) - if vs30_type is not None: - ctx.vs30measured = np.array( - [ - str(v).strip().lower() == "measured" - if pd.notnull(v) - else False - for v in vs30_type - ], - dtype=bool, + # ---- Build context dict ---- + dic = {"EventID": eq.event_id, "Ctx": ctx} + dic["Observations"] = {} + dic["Retained"] = {} + for imtx in imts: + values = self._get_imt_observations( + imtx, records ) - else: - ctx.vs30measured = np.zeros(n_sites, dtype=bool) - - z1 = self._get_col(records, ["z1pt0 (m)"]) - ctx.z1pt0 = ( - np.where(np.isnan(z1.astype(float)), np.nan, z1.astype(float)) - if z1 is not None - else np.full(n_sites, np.nan) - ) + check = pd.notnull(values) + dic["Observations"][imtx] = np.asarray( + values, dtype=float + ) + dic["Retained"][imtx] = np.argwhere(check).flatten() + dic["Num. Sites"] = n_sites - z2 = self._get_col(records, ["z2pt5 (km)"]) - ctx.z2pt5 = ( - np.where(np.isnan(z2.astype(float)), np.nan, z2.astype(float)) - if z2 is not None - else np.full(n_sites, np.nan) - ) + ctxs.append(dic) - backarc = self._get_col(records, ["st_backarc"]) - if backarc is not None: - ctx.backarc = np.array( - [ - b in (1, True) or (isinstance(b, str) and - b.lower() == "true") - for b in backarc - ], - dtype=bool, - ) - else: - ctx.backarc = np.zeros(n_sites, dtype=bool) - - # ---- Distance parameters ---- - epi = self._get_col(records, ["epi_dist"]) - ctx.repi = ( - epi.astype(float) if epi is not None - else np.full(n_sites, np.nan) - ) + return ctxs - ctx.rhypo = np.sqrt(ctx.repi ** 2 + ctx.hypo_depth ** 2) + @staticmethod + def _set_rupture_params(ctx, eq): + """ + Set rupture parameters on the context from the earthquake row. + """ + ctx.mag = float(eq.magnitude) + ctx.strike = ( + float(eq.strike) if pd.notnull(eq.get("strike")) else 0.0 + ) + ctx.dip = ( + float(eq.dip) if pd.notnull(eq.get("dip")) else 90.0 + ) + ctx.rake = ( + float(eq.rake) if pd.notnull(eq.get("rake")) else 0.0 + ) + ctx.hypo_lon = float(eq.longitude) + ctx.hypo_lat = float(eq.latitude) + ctx.hypo_depth = float(eq.depth) - rjb = self._get_col(records, ["JB_dist"]) - ctx.rjb = ( - rjb.astype(float) if rjb is not None - else np.full(n_sites, np.nan) - ) + if pd.notnull(eq.get("es_z_top")): + ctx.ztor = float(eq.es_z_top) + else: + ctx.ztor = float(eq.depth) - rrup = self._get_col(records, ["rup_dist"]) - ctx.rrup = ( - rrup.astype(float) if rrup is not None - else np.full(n_sites, np.nan) + if pd.notnull(eq.get("es_width")): + ctx.width = float(eq.es_width) + else: + ctx.width = np.sqrt( + scalerel.WC1994().get_median_area(ctx.mag, ctx.rake) ) - rx = self._get_col(records, ["Rx_dist"]) - ctx.rx = ( - rx.astype(float) if rx is not None - else np.full(n_sites, np.nan) - ) + ctx.hypo_loc = (0.5, 0.5) - ry0 = self._get_col(records, ["Ry0_dist"]) - ctx.ry0 = ( - ry0.astype(float) if ry0 is not None - else np.full(n_sites, np.nan) - ) + @staticmethod + def _set_site_params(ctx, records, n_sites): + """ + Set site parameters on the context from flatfile records. + """ + ctx.lons = records["st_longitude"].values.astype(float) + ctx.lats = records["st_latitude"].values.astype(float) + + depths = records["st_elevation"].values.astype(float) * -1.0e-3 + depths[np.isnan(depths)] = 0.0 + ctx.depths = depths + + ctx.vs30 = records["vs30_m_sec"].values.astype(float) + + vs30_type = records["vs30_meas_type"].values + ctx.vs30measured = np.array( + [ + str(v).strip().lower() == "measured" + if pd.notnull(v) + else False + for v in vs30_type + ], + dtype=bool, + ) - ctx.rvolc = np.zeros(n_sites) - ctx.rcdpp = np.zeros(n_sites) + z1 = records["z1pt0 (m)"].values.astype(float) + ctx.z1pt0 = np.where(np.isnan(z1), np.nan, z1) - self._fill_missing_distances(ctx) + z2 = records["z2pt5 (km)"].values.astype(float) + ctx.z2pt5 = np.where(np.isnan(z2), np.nan, z2) - ctx.sids = np.arange(n_sites, dtype=np.uint32) + backarc = records["st_backarc"].values + ctx.backarc = np.array( + [ + b in (1, True) or (isinstance(b, str) and + b.lower() == "true") + for b in backarc + ], + dtype=bool, + ) - # ---- Build context dict ---- - dic = {"EventID": eq.event_id, "Ctx": ctx} + def _set_distance_params(self, ctx, records, n_sites): + """ + Set distance parameters on the context from flatfile records. + """ + ctx.repi = records["epi_dist"].values.astype(float) + ctx.rhypo = np.sqrt(ctx.repi ** 2 + ctx.hypo_depth ** 2) - if compute_obs: - dic["Observations"] = {} - dic["Retained"] = {} - for imtx in imts: - values = self._get_imt_observations( - imtx, records - ) - check = pd.notnull(values) - dic["Observations"][imtx] = np.asarray( - values, dtype=float - ) - dic["Retained"][imtx] = np.argwhere(check).flatten() - dic["Num. Sites"] = n_sites + ctx.rjb = records["JB_dist"].values.astype(float) + ctx.rrup = records["rup_dist"].values.astype(float) + ctx.rx = records["Rx_dist"].values.astype(float) + ctx.ry0 = records["Ry0_dist"].values.astype(float) - ctxs.append(dic) + ctx.rvolc = np.zeros(n_sites) + ctx.rcdpp = np.zeros(n_sites) - return ctxs + self._fill_missing_distances(ctx) def _fill_missing_distances(self, ctx): - """Fill NaN distances by reconstructing a finite rupture.""" + """ + Fill NaN distances by reconstructing a finite rupture. + """ dist_attrs = ["rrup", "rjb", "rx", "ry0", "repi", "rhypo"] has_missing = any( np.any(np.isnan(getattr(ctx, attr, np.array([])))) @@ -815,7 +766,9 @@ def _fill_missing_distances(self, ctx): if not has_missing: return - try: + try: # I use a "try-except" because we might get a rupture that is too + # large for given Mw and MSR without setting a ztor depth constraint + # which is a bit tricky in a coarse-level residual analysis like this from openquake.hazardlib.geo.point import Point from openquake.hazardlib.geo.surface.planar import PlanarSurface from openquake.hazardlib.source.rupture import BaseRupture @@ -885,16 +838,17 @@ def _fill_missing_distances(self, ctx): logging.warning(f"Could not fill missing distances: {e}") def _get_imt_observations(self, imtx, records): - """Get observed rotD50 ground-motion values for an IMT in cm/s^2.""" + """ + Get observed rotD50 ground-motion values for an IMT in cm/s^2. + """ col_name = self._imt_to_rotd50_col(imtx) - values = self._get_col(records, [col_name]) - if values is not None: - return np.abs(values.astype(float)) - return np.full(len(records), np.nan) + return records[col_name].values.astype(float) @staticmethod def _imt_to_rotd50_col(imtx): - """Map IMT string to the GEM flatfile rotD50 column name.""" + """ + Map IMT string to the GEM flatfile rotD50 column name. + """ if imtx == "PGA": return "rotD50_pga" elif "SA(" in imtx: @@ -906,7 +860,9 @@ def _imt_to_rotd50_col(imtx): def _generate_residual_plots(residuals, imts, output_dir): - """Generate residual plots for all GMMs and IMTs.""" + """ + Generate residual plots for all GMMs and IMTs. + """ os.makedirs(output_dir, exist_ok=True) for gmpe in residuals.gmpe_list: @@ -928,11 +884,10 @@ def _generate_residual_plots(residuals, imts, output_dir): ) -def evaluate_gmc(test_config, input_data): - - imts = ["PGA", "SA(0.3)", "SA(0.6)", "SA(1.0)"] - - logging.info("Matching ruptures to GM Earthquakes") +def _assign_trt_to_earthquakes(test_config, input_data): + """ + Run rupture matching and assign a TRT to each earthquake. + """ match_results = rupture_matching_eval_fn( input_data["rupture_gdf"], input_data["eq_gm_df"], @@ -946,7 +901,6 @@ def evaluate_gmc(test_config, input_data): parallel=test_config["parallel"], ) - # Assign TRT to each earthquake via matched ruptures or closest rupture eq_trt_map = {} match_rups = test_config.get("match_rups", False) @@ -967,10 +921,26 @@ def evaluate_gmc(test_config, input_data): closest = get_closest_rupture(eq, input_data["rupture_gdf"]) eq_trt_map[idx] = closest.tectonic_region_type - # Group events by TRT and compute residuals using the SMT + return eq_trt_map + + +def evaluate_gmc(test_config, input_data): + """ + Evaluate the GMMs for each TRT in the SSC. Return some plots + summarising the performance of each GMM in each TRT for some + IMTs of general interest + """ + # Hardcode the GMMs to the GRM IMTs for now + imts = ["PGA", "SA(0.3)", "SA(0.6)", "SA(1.0)"] + + logging.info("Matching ruptures to GM Earthquakes") + eq_trt_map = _assign_trt_to_earthquakes(test_config, input_data) + + # Make out dir output_dir = test_config.get("output_dir", "gm_residual_plots") os.makedirs(output_dir, exist_ok=True) + # Group events by TRT and compute residuals using the SMT results = {} for trt in set(eq_trt_map.values()): @@ -980,12 +950,7 @@ def evaluate_gmc(test_config, input_data): if len(eq_subset) == 0: continue - gsims = input_data["gsim_lt"].values.get(trt, []) - if not gsims: - logging.warning(f"No GMMs found for TRT: {trt}") - continue - - gmpe_list = list(gsims) + gmpe_list = list(input_data["gsim_lt"].values.get(trt, [])) logging.info( f"Computing residuals for TRT: {trt} " From 3ba24388c166ee739e76bc74c386616a8022e901 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 15:52:24 +0200 Subject: [PATCH 05/26] make the aratio and msr trt dependent --- .../gem/gem_test_functions.py | 42 ++++++++++++------- 1 file changed, 27 insertions(+), 15 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 90711e1..46463cc 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -12,9 +12,13 @@ from tqdm.autonotebook import tqdm from openquake.hazardlib import imt as imt_module -from openquake.hazardlib import scalerel +from openquake.hazardlib import scalerel, valid +from openquake.hazardlib.contexts import ContextMaker, RuptureContext from openquake.hazardlib.geo.geodetic import distance -from openquake.hazardlib.contexts import RuptureContext +from openquake.hazardlib.geo.point import Point +from openquake.hazardlib.geo.surface.planar import PlanarSurface +from openquake.hazardlib.site import Site, SiteCollection +from openquake.hazardlib.source.rupture import BaseRupture from openquake.smt.residuals.gmpe_residuals import Residuals from openquake.smt.residuals.context_db import ContextDB @@ -599,7 +603,7 @@ class HamletContextDB(ContextDB): residual analysis. """ - def __init__(self, eq_df, gm_df): + def __init__(self, eq_df, gm_df, trt): """ :param eq_df: DataFrame of unique earthquakes, with columns such as event_id, @@ -607,9 +611,25 @@ def __init__(self, eq_df, gm_df): es_z_top, es_width, etc. :param gm_df: DataFrame of the GEM Global Flatfile. + :param trt: + Tectonic region type string (e.g. "Active Shallow Crust"). """ self.eq_df = eq_df self.gm_df = gm_df + self.trt = trt + self.msr, self.aratio = self._get_rup_props_for_trt(trt) + + @staticmethod + def _get_rup_props_for_trt(trt): + """ + Return an appropriate MSR and aspect ratio for the TRT. + """ + trt_lower = trt.lower() + if "slab" in trt_lower or "intraslab" in trt_lower: + return scalerel.strasser2010.StrasserIntraslab(), 5.0 + elif "interface" in trt_lower: + return scalerel.strasser2010.StrasserInterface(), 5.0 + return scalerel.WC1994(), 2.0 # Abstract method stubs (unused because get_contexts is overridden) def get_event_and_records(self): @@ -637,7 +657,7 @@ def get_contexts(self, nodal_plane_index=1, imts=None, component="Geometric"): ctx = RuptureContext() n_sites = len(records) - self._set_rupture_params(ctx, eq) + self._set_rupture_params(ctx, eq, self.msr) self._set_site_params(ctx, records, n_sites) self._set_distance_params(ctx, records, n_sites) @@ -769,17 +789,9 @@ def _fill_missing_distances(self, ctx): try: # I use a "try-except" because we might get a rupture that is too # large for given Mw and MSR without setting a ztor depth constraint # which is a bit tricky in a coarse-level residual analysis like this - from openquake.hazardlib.geo.point import Point - from openquake.hazardlib.geo.surface.planar import PlanarSurface - from openquake.hazardlib.source.rupture import BaseRupture - from openquake.hazardlib.site import Site, SiteCollection - from openquake.hazardlib.contexts import ContextMaker - from openquake.hazardlib import valid - - msr = scalerel.WC1994() hypoc = Point(ctx.hypo_lon, ctx.hypo_lat, ctx.hypo_depth) srf = PlanarSurface.from_hypocenter( - hypoc, msr, ctx.mag, 2.0, + hypoc, self.msr, ctx.mag, self.aratio, ctx.strike, ctx.dip, ctx.rake, ctx.ztor ) rup = BaseRupture(ctx.mag, ctx.rake, None, hypoc, srf) @@ -795,7 +807,7 @@ def _fill_missing_distances(self, ctx): mag_str = [f"{ctx.mag:.2f}"] oqp = {"imtls": {"PGA": []}, "mags": mag_str} ctxm = ContextMaker( - "Active Shallow Crust", [gmpe], oqp + self.trt, [gmpe], oqp ) for i in range(len(ctx.lons)): @@ -957,7 +969,7 @@ def evaluate_gmc(test_config, input_data): f"({len(eq_subset)} events, {len(gmpe_list)} GMMs)" ) - ctx_db = HamletContextDB(eq_subset, input_data["gm_df"]) + ctx_db = HamletContextDB(eq_subset, input_data["gm_df"], trt) residuals = Residuals(gmpe_list, imts) residuals.compute_residuals(ctx_db, component="Geometric") From 32c5ee2e97d0990ae11bd20772a68549ffbe5cd5 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 15:55:50 +0200 Subject: [PATCH 06/26] upd --- .../gem/gem_test_functions.py | 29 +++++-------------- 1 file changed, 8 insertions(+), 21 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 46463cc..23e87db 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -612,7 +612,8 @@ def __init__(self, eq_df, gm_df, trt): :param gm_df: DataFrame of the GEM Global Flatfile. :param trt: - Tectonic region type string (e.g. "Active Shallow Crust"). + Tectonic region type string (e.g. "Active Shallow Crust") of the + given event. """ self.eq_df = eq_df self.gm_df = gm_df @@ -631,16 +632,6 @@ def _get_rup_props_for_trt(trt): return scalerel.strasser2010.StrasserInterface(), 5.0 return scalerel.WC1994(), 2.0 - # Abstract method stubs (unused because get_contexts is overridden) - def get_event_and_records(self): - raise NotImplementedError - - def update_context(self, ctx, records, nodal_plane_index=1): - raise NotImplementedError - - def get_observations(self, imtx, records, component="Geometric"): - raise NotImplementedError - def get_contexts(self, nodal_plane_index=1, imts=None, component="Geometric"): """ Build contexts directly from hamlet DataFrames. @@ -668,9 +659,8 @@ def get_contexts(self, nodal_plane_index=1, imts=None, component="Geometric"): dic["Observations"] = {} dic["Retained"] = {} for imtx in imts: - values = self._get_imt_observations( - imtx, records - ) + col_name = self._imt_to_rotd50_col(imtx) + values = records[col_name].values.astype(float) check = pd.notnull(values) dic["Observations"][imtx] = np.asarray( values, dtype=float @@ -760,14 +750,17 @@ def _set_distance_params(self, ctx, records, n_sites): """ Set distance parameters on the context from flatfile records. """ + # Point-source based ctx.repi = records["epi_dist"].values.astype(float) ctx.rhypo = np.sqrt(ctx.repi ** 2 + ctx.hypo_depth ** 2) + # Finite rupture based ctx.rjb = records["JB_dist"].values.astype(float) ctx.rrup = records["rup_dist"].values.astype(float) ctx.rx = records["Rx_dist"].values.astype(float) ctx.ry0 = records["Ry0_dist"].values.astype(float) + # Not used currently in SMT but needed so set as zeroed out ctx.rvolc = np.zeros(n_sites) ctx.rcdpp = np.zeros(n_sites) @@ -846,16 +839,10 @@ def _fill_missing_distances(self, ctx): val = getattr(site_ctx, attr, None) if val is not None: getattr(ctx, attr)[i] = float(val[0]) + except Exception as e: logging.warning(f"Could not fill missing distances: {e}") - def _get_imt_observations(self, imtx, records): - """ - Get observed rotD50 ground-motion values for an IMT in cm/s^2. - """ - col_name = self._imt_to_rotd50_col(imtx) - return records[col_name].values.astype(float) - @staticmethod def _imt_to_rotd50_col(imtx): """ From 880234c178d0fb94facf4572c8330508c92cecbe Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 16:07:58 +0200 Subject: [PATCH 07/26] upd --- .../gem/gem_test_functions.py | 102 ++++++------------ 1 file changed, 34 insertions(+), 68 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 23e87db..b1d93fb 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -602,13 +602,10 @@ class HamletContextDB(ContextDB): DataFrame and GEM Global Flatfile records, suitable for SMT residual analysis. """ - def __init__(self, eq_df, gm_df, trt): """ :param eq_df: - DataFrame of unique earthquakes, with columns such as event_id, - longitude, latitude, depth, magnitude, strike, dip, rake, - es_z_top, es_width, etc. + DataFrame of unique earthquakes. :param gm_df: DataFrame of the GEM Global Flatfile. :param trt: @@ -620,8 +617,7 @@ def __init__(self, eq_df, gm_df, trt): self.trt = trt self.msr, self.aratio = self._get_rup_props_for_trt(trt) - @staticmethod - def _get_rup_props_for_trt(trt): + def _get_rup_props_for_trt(self, trt): """ Return an appropriate MSR and aspect ratio for the TRT. """ @@ -632,29 +628,30 @@ def _get_rup_props_for_trt(trt): return scalerel.strasser2010.StrasserInterface(), 5.0 return scalerel.WC1994(), 2.0 - def get_contexts(self, nodal_plane_index=1, imts=None, component="Geometric"): + def get_contexts(self, imts): """ Build contexts directly from hamlet DataFrames. """ ctxs = [] - for idx, eq in self.eq_df.iterrows(): - records = self.gm_df[ - self.gm_df["event_id"] == eq.event_id - ] + + # Get records + records = self.gm_df[self.gm_df["event_id"] == eq.event_id] + if len(records) == 0: continue - + ctx = RuptureContext() n_sites = len(records) + # Get rup, site and distance params self._set_rupture_params(ctx, eq, self.msr) self._set_site_params(ctx, records, n_sites) self._set_distance_params(ctx, records, n_sites) ctx.sids = np.arange(n_sites, dtype=np.uint32) - # ---- Build context dict ---- + # Build an SMT-style ctx dic = {"EventID": eq.event_id, "Ctx": ctx} dic["Observations"] = {} dic["Retained"] = {} @@ -672,79 +669,57 @@ def get_contexts(self, nodal_plane_index=1, imts=None, component="Geometric"): return ctxs - @staticmethod - def _set_rupture_params(ctx, eq): + def _set_rupture_params(self, ctx, eq): """ Set rupture parameters on the context from the earthquake row. """ + # Mag and hypocenter ctx.mag = float(eq.magnitude) - ctx.strike = ( - float(eq.strike) if pd.notnull(eq.get("strike")) else 0.0 - ) - ctx.dip = ( - float(eq.dip) if pd.notnull(eq.get("dip")) else 90.0 - ) - ctx.rake = ( - float(eq.rake) if pd.notnull(eq.get("rake")) else 0.0 - ) ctx.hypo_lon = float(eq.longitude) ctx.hypo_lat = float(eq.latitude) ctx.hypo_depth = float(eq.depth) + # Nodal plane + ctx.strike = (float(eq.strike) if pd.notnull(eq.get("strike")) else 0.0) + ctx.dip = (float(eq.dip) if pd.notnull(eq.get("dip")) else 90.0) + ctx.rake = (float(eq.rake) if pd.notnull(eq.get("rake")) else 0.0) + + # Set a ztor if we have one if pd.notnull(eq.get("es_z_top")): ctx.ztor = float(eq.es_z_top) else: ctx.ztor = float(eq.depth) + # Try set the rupture width or compute a proxy if not available if pd.notnull(eq.get("es_width")): ctx.width = float(eq.es_width) else: ctx.width = np.sqrt( - scalerel.WC1994().get_median_area(ctx.mag, ctx.rake) - ) + scalerel.WC1994().get_median_area(ctx.mag, ctx.rake)) + # Arbitrary hypocentral location (it's the relative distance + # to the sites that matters) ctx.hypo_loc = (0.5, 0.5) - @staticmethod - def _set_site_params(ctx, records, n_sites): + def _set_site_params(self, ctx, records, n_sites): """ Set site parameters on the context from flatfile records. """ + # Basic site params ctx.lons = records["st_longitude"].values.astype(float) ctx.lats = records["st_latitude"].values.astype(float) - depths = records["st_elevation"].values.astype(float) * -1.0e-3 depths[np.isnan(depths)] = 0.0 ctx.depths = depths - ctx.vs30 = records["vs30_m_sec"].values.astype(float) - - vs30_type = records["vs30_meas_type"].values - ctx.vs30measured = np.array( - [ - str(v).strip().lower() == "measured" - if pd.notnull(v) - else False - for v in vs30_type - ], - dtype=bool, - ) - z1 = records["z1pt0 (m)"].values.astype(float) ctx.z1pt0 = np.where(np.isnan(z1), np.nan, z1) - z2 = records["z2pt5 (km)"].values.astype(float) ctx.z2pt5 = np.where(np.isnan(z2), np.nan, z2) - - backarc = records["st_backarc"].values - ctx.backarc = np.array( - [ - b in (1, True) or (isinstance(b, str) and - b.lower() == "true") - for b in backarc - ], - dtype=bool, - ) + ctx.vs30measured = ( + records["vs30_meas_type"].str.strip().str.lower().eq( + "measured").values) + ctx.backarc = records["st_backarc"].astype(bool).values def _set_distance_params(self, ctx, records, n_sites): """ @@ -772,9 +747,8 @@ def _fill_missing_distances(self, ctx): """ dist_attrs = ["rrup", "rjb", "rx", "ry0", "repi", "rhypo"] has_missing = any( - np.any(np.isnan(getattr(ctx, attr, np.array([])))) + np.any(np.isnan(getattr(ctx, attr))) for attr in dist_attrs - if hasattr(ctx, attr) ) if not has_missing: return @@ -798,7 +772,7 @@ def _fill_missing_distances(self, ctx): gmpe.REQUIRES_DISTANCES = frozenset(orig_r) mag_str = [f"{ctx.mag:.2f}"] - oqp = {"imtls": {"PGA": []}, "mags": mag_str} + oqp = {"imtls": {"PGA": []}, "mags": mag_str} # Dummy imtls here ctxm = ContextMaker( self.trt, [gmpe], oqp ) @@ -807,7 +781,6 @@ def _fill_missing_distances(self, ctx): needs_fill = any( np.isnan(getattr(ctx, attr)[i]) for attr in dist_attrs - if hasattr(ctx, attr) ) if not needs_fill: continue @@ -828,23 +801,16 @@ def _fill_missing_distances(self, ctx): ) site_ctxs = ctxm.get_ctxs([rup], site) - if len(site_ctxs) == 0: - continue site_ctx = site_ctxs[0] for attr in dist_attrs: - if hasattr(ctx, attr) and np.isnan( - getattr(ctx, attr)[i] - ): - val = getattr(site_ctx, attr, None) - if val is not None: - getattr(ctx, attr)[i] = float(val[0]) + if np.isnan(getattr(ctx, attr)[i]): + getattr(ctx, attr)[i] = float(getattr(site_ctx, attr)[0]) except Exception as e: logging.warning(f"Could not fill missing distances: {e}") - @staticmethod - def _imt_to_rotd50_col(imtx): + def _imt_to_rotd50_col(self, imtx): """ Map IMT string to the GEM flatfile rotD50 column name. """ @@ -959,7 +925,7 @@ def evaluate_gmc(test_config, input_data): ctx_db = HamletContextDB(eq_subset, input_data["gm_df"], trt) residuals = Residuals(gmpe_list, imts) - residuals.compute_residuals(ctx_db, component="Geometric") + residuals.compute_residuals(ctx_db, component="rotD50") trt_dir = os.path.join(output_dir, trt.replace(" ", "_")) _generate_residual_plots(residuals, imts, trt_dir) From e816a0a2ab9c5426fe73f3b0bbdfeb911e483d9b Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 16:10:12 +0200 Subject: [PATCH 08/26] upd --- openquake/hme/model_test_frameworks/gem/gem_test_functions.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index b1d93fb..664a206 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -694,8 +694,8 @@ def _set_rupture_params(self, ctx, eq): if pd.notnull(eq.get("es_width")): ctx.width = float(eq.es_width) else: - ctx.width = np.sqrt( - scalerel.WC1994().get_median_area(ctx.mag, ctx.rake)) + ctx.width = np.sqrt( # TRT-dependent MSR is used + self.msr.get_median_area(ctx.mag, ctx.rake)) # Arbitrary hypocentral location (it's the relative distance # to the sites that matters) From bb947ebef155d22a5ae725c0477e553d1b4053cb Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 16:25:07 +0200 Subject: [PATCH 09/26] move residuals into old gmm_utils --- .../gem/gem_test_functions.py | 357 ------------- .../model_test_frameworks/gem/gem_tests.py | 3 +- openquake/hme/utils/gmm_utils.py | 490 ++++++++++++------ 3 files changed, 335 insertions(+), 515 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 664a206..317b056 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -2,8 +2,6 @@ Utility functions for running tests in the GEM model test framework. """ -import os -import logging from multiprocessing import Pool import h3 @@ -11,23 +9,7 @@ import pandas as pd from tqdm.autonotebook import tqdm -from openquake.hazardlib import imt as imt_module -from openquake.hazardlib import scalerel, valid -from openquake.hazardlib.contexts import ContextMaker, RuptureContext from openquake.hazardlib.geo.geodetic import distance -from openquake.hazardlib.geo.point import Point -from openquake.hazardlib.geo.surface.planar import PlanarSurface -from openquake.hazardlib.site import Site, SiteCollection -from openquake.hazardlib.source.rupture import BaseRupture - -from openquake.smt.residuals.gmpe_residuals import Residuals -from openquake.smt.residuals.context_db import ContextDB -from openquake.smt.residuals.residual_plotter import ( - ResidualPlot, - ResidualWithMagnitude, - ResidualWithDistance, - ResidualWithVs30, -) from openquake.hme.utils import ( mag_to_mo, @@ -594,342 +576,3 @@ def rupture_matching_eval_fn( def get_closest_rupture(eq, rupture_df): dists = get_distances(eq, rupture_df) return rupture_df.iloc[dists.argmin()] - - -class HamletContextDB(ContextDB): - """ - Custom ContextDB that builds contexts from hamlet's earthquake - DataFrame and GEM Global Flatfile records, suitable for SMT - residual analysis. - """ - def __init__(self, eq_df, gm_df, trt): - """ - :param eq_df: - DataFrame of unique earthquakes. - :param gm_df: - DataFrame of the GEM Global Flatfile. - :param trt: - Tectonic region type string (e.g. "Active Shallow Crust") of the - given event. - """ - self.eq_df = eq_df - self.gm_df = gm_df - self.trt = trt - self.msr, self.aratio = self._get_rup_props_for_trt(trt) - - def _get_rup_props_for_trt(self, trt): - """ - Return an appropriate MSR and aspect ratio for the TRT. - """ - trt_lower = trt.lower() - if "slab" in trt_lower or "intraslab" in trt_lower: - return scalerel.strasser2010.StrasserIntraslab(), 5.0 - elif "interface" in trt_lower: - return scalerel.strasser2010.StrasserInterface(), 5.0 - return scalerel.WC1994(), 2.0 - - def get_contexts(self, imts): - """ - Build contexts directly from hamlet DataFrames. - """ - ctxs = [] - for idx, eq in self.eq_df.iterrows(): - - # Get records - records = self.gm_df[self.gm_df["event_id"] == eq.event_id] - - if len(records) == 0: - continue - - ctx = RuptureContext() - n_sites = len(records) - - # Get rup, site and distance params - self._set_rupture_params(ctx, eq, self.msr) - self._set_site_params(ctx, records, n_sites) - self._set_distance_params(ctx, records, n_sites) - - ctx.sids = np.arange(n_sites, dtype=np.uint32) - - # Build an SMT-style ctx - dic = {"EventID": eq.event_id, "Ctx": ctx} - dic["Observations"] = {} - dic["Retained"] = {} - for imtx in imts: - col_name = self._imt_to_rotd50_col(imtx) - values = records[col_name].values.astype(float) - check = pd.notnull(values) - dic["Observations"][imtx] = np.asarray( - values, dtype=float - ) - dic["Retained"][imtx] = np.argwhere(check).flatten() - dic["Num. Sites"] = n_sites - - ctxs.append(dic) - - return ctxs - - def _set_rupture_params(self, ctx, eq): - """ - Set rupture parameters on the context from the earthquake row. - """ - # Mag and hypocenter - ctx.mag = float(eq.magnitude) - ctx.hypo_lon = float(eq.longitude) - ctx.hypo_lat = float(eq.latitude) - ctx.hypo_depth = float(eq.depth) - - # Nodal plane - ctx.strike = (float(eq.strike) if pd.notnull(eq.get("strike")) else 0.0) - ctx.dip = (float(eq.dip) if pd.notnull(eq.get("dip")) else 90.0) - ctx.rake = (float(eq.rake) if pd.notnull(eq.get("rake")) else 0.0) - - # Set a ztor if we have one - if pd.notnull(eq.get("es_z_top")): - ctx.ztor = float(eq.es_z_top) - else: - ctx.ztor = float(eq.depth) - - # Try set the rupture width or compute a proxy if not available - if pd.notnull(eq.get("es_width")): - ctx.width = float(eq.es_width) - else: - ctx.width = np.sqrt( # TRT-dependent MSR is used - self.msr.get_median_area(ctx.mag, ctx.rake)) - - # Arbitrary hypocentral location (it's the relative distance - # to the sites that matters) - ctx.hypo_loc = (0.5, 0.5) - - def _set_site_params(self, ctx, records, n_sites): - """ - Set site parameters on the context from flatfile records. - """ - # Basic site params - ctx.lons = records["st_longitude"].values.astype(float) - ctx.lats = records["st_latitude"].values.astype(float) - depths = records["st_elevation"].values.astype(float) * -1.0e-3 - depths[np.isnan(depths)] = 0.0 - ctx.depths = depths - ctx.vs30 = records["vs30_m_sec"].values.astype(float) - z1 = records["z1pt0 (m)"].values.astype(float) - ctx.z1pt0 = np.where(np.isnan(z1), np.nan, z1) - z2 = records["z2pt5 (km)"].values.astype(float) - ctx.z2pt5 = np.where(np.isnan(z2), np.nan, z2) - ctx.vs30measured = ( - records["vs30_meas_type"].str.strip().str.lower().eq( - "measured").values) - ctx.backarc = records["st_backarc"].astype(bool).values - - def _set_distance_params(self, ctx, records, n_sites): - """ - Set distance parameters on the context from flatfile records. - """ - # Point-source based - ctx.repi = records["epi_dist"].values.astype(float) - ctx.rhypo = np.sqrt(ctx.repi ** 2 + ctx.hypo_depth ** 2) - - # Finite rupture based - ctx.rjb = records["JB_dist"].values.astype(float) - ctx.rrup = records["rup_dist"].values.astype(float) - ctx.rx = records["Rx_dist"].values.astype(float) - ctx.ry0 = records["Ry0_dist"].values.astype(float) - - # Not used currently in SMT but needed so set as zeroed out - ctx.rvolc = np.zeros(n_sites) - ctx.rcdpp = np.zeros(n_sites) - - self._fill_missing_distances(ctx) - - def _fill_missing_distances(self, ctx): - """ - Fill NaN distances by reconstructing a finite rupture. - """ - dist_attrs = ["rrup", "rjb", "rx", "ry0", "repi", "rhypo"] - has_missing = any( - np.any(np.isnan(getattr(ctx, attr))) - for attr in dist_attrs - ) - if not has_missing: - return - - try: # I use a "try-except" because we might get a rupture that is too - # large for given Mw and MSR without setting a ztor depth constraint - # which is a bit tricky in a coarse-level residual analysis like this - hypoc = Point(ctx.hypo_lon, ctx.hypo_lat, ctx.hypo_depth) - srf = PlanarSurface.from_hypocenter( - hypoc, self.msr, ctx.mag, self.aratio, - ctx.strike, ctx.dip, ctx.rake, ctx.ztor - ) - rup = BaseRupture(ctx.mag, ctx.rake, None, hypoc, srf) - - # Build a dummy GMM that requires all distance types - gmpe = valid.gsim("DummyGMPE") - orig_r = list(gmpe.REQUIRES_DISTANCES) - for d in ["repi", "rrup", "rjb", "rhypo", "rx", "ry0", "rvolc"]: - if d not in orig_r: - orig_r.append(d) - gmpe.REQUIRES_DISTANCES = frozenset(orig_r) - - mag_str = [f"{ctx.mag:.2f}"] - oqp = {"imtls": {"PGA": []}, "mags": mag_str} # Dummy imtls here - ctxm = ContextMaker( - self.trt, [gmpe], oqp - ) - - for i in range(len(ctx.lons)): - needs_fill = any( - np.isnan(getattr(ctx, attr)[i]) - for attr in dist_attrs - ) - if not needs_fill: - continue - - site = SiteCollection( - [ - Site( - Point(ctx.lons[i], ctx.lats[i], ctx.depths[i]), - ctx.vs30[i], - ctx.z1pt0[i] - if not np.isnan(ctx.z1pt0[i]) - else None, - ctx.z2pt5[i] - if not np.isnan(ctx.z2pt5[i]) - else None, - ) - ] - ) - - site_ctxs = ctxm.get_ctxs([rup], site) - site_ctx = site_ctxs[0] - - for attr in dist_attrs: - if np.isnan(getattr(ctx, attr)[i]): - getattr(ctx, attr)[i] = float(getattr(site_ctx, attr)[0]) - - except Exception as e: - logging.warning(f"Could not fill missing distances: {e}") - - def _imt_to_rotd50_col(self, imtx): - """ - Map IMT string to the GEM flatfile rotD50 column name. - """ - if imtx == "PGA": - return "rotD50_pga" - elif "SA(" in imtx: - period = imt_module.from_string(imtx).period - period_str = str(period).replace(".", "_") - return f"rotD50_T{period_str}" - else: - raise ValueError(f"Unsupported IMT: {imtx}") - - -def _generate_residual_plots(residuals, imts, output_dir): - """ - Generate residual plots for all GMMs and IMTs. - """ - os.makedirs(output_dir, exist_ok=True) - - for gmpe in residuals.gmpe_list: - gmpe_str = str(gmpe).replace(" ", "_") - for imtx in imts: - prefix = os.path.join(output_dir, f"{gmpe_str}_{imtx}") - ResidualPlot( - residuals, gmpe, imtx, f"{prefix}_hist.png" - ) - ResidualWithMagnitude( - residuals, gmpe, imtx, f"{prefix}_vs_mag.png" - ) - ResidualWithDistance( - residuals, gmpe, imtx, f"{prefix}_vs_dist.png", - distance_type="rrup", - ) - ResidualWithVs30( - residuals, gmpe, imtx, f"{prefix}_vs_vs30.png" - ) - - -def _assign_trt_to_earthquakes(test_config, input_data): - """ - Run rupture matching and assign a TRT to each earthquake. - """ - match_results = rupture_matching_eval_fn( - input_data["rupture_gdf"], - input_data["eq_gm_df"], - distance_lambda=test_config["distance_lambda"], - mag_window=test_config["mag_window"], - group_return_threshold=test_config["group_return_threshold"], - no_attitude_default_like=test_config["no_attitude_default_like"], - no_rake_default_like=test_config["no_rake_default_like"], - use_occurrence_rate=test_config["use_occurrence_rate"], - return_one=test_config["return_one"], - parallel=test_config["parallel"], - ) - - eq_trt_map = {} - match_rups = test_config.get("match_rups", False) - - if match_rups and len(match_results["matched_rups"]) > 0: - match_results["matched_rups"]["event_id"] = ( - input_data["eq_gm_df"] - .loc[match_results["matched_rups"].index] - .event_id - ) - for idx, matched_rup in match_results["matched_rups"].iterrows(): - eq_trt_map[idx] = matched_rup.tectonic_region_type - - if not match_rups: - match_results["unmatched_eqs"] = input_data["eq_gm_df"] - - for idx, eq in match_results["unmatched_eqs"].iterrows(): - if idx not in eq_trt_map: - closest = get_closest_rupture(eq, input_data["rupture_gdf"]) - eq_trt_map[idx] = closest.tectonic_region_type - - return eq_trt_map - - -def evaluate_gmc(test_config, input_data): - """ - Evaluate the GMMs for each TRT in the SSC. Return some plots - summarising the performance of each GMM in each TRT for some - IMTs of general interest - """ - # Hardcode the GMMs to the GRM IMTs for now - imts = ["PGA", "SA(0.3)", "SA(0.6)", "SA(1.0)"] - - logging.info("Matching ruptures to GM Earthquakes") - eq_trt_map = _assign_trt_to_earthquakes(test_config, input_data) - - # Make out dir - output_dir = test_config.get("output_dir", "gm_residual_plots") - os.makedirs(output_dir, exist_ok=True) - - # Group events by TRT and compute residuals using the SMT - results = {} - - for trt in set(eq_trt_map.values()): - eq_indices = [idx for idx, t in eq_trt_map.items() if t == trt] - eq_subset = input_data["eq_gm_df"].loc[eq_indices] - - if len(eq_subset) == 0: - continue - - gmpe_list = list(input_data["gsim_lt"].values.get(trt, [])) - - logging.info( - f"Computing residuals for TRT: {trt} " - f"({len(eq_subset)} events, {len(gmpe_list)} GMMs)" - ) - - ctx_db = HamletContextDB(eq_subset, input_data["gm_df"], trt) - - residuals = Residuals(gmpe_list, imts) - residuals.compute_residuals(ctx_db, component="rotD50") - - trt_dir = os.path.join(output_dir, trt.replace(" ", "_")) - _generate_residual_plots(residuals, imts, trt_dir) - - results[trt] = residuals - - return results diff --git a/openquake/hme/model_test_frameworks/gem/gem_tests.py b/openquake/hme/model_test_frameworks/gem/gem_tests.py index 6c73bff..4b6d3e2 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/gem_tests.py @@ -21,9 +21,10 @@ model_mfd_eval_fn, moment_over_under_eval_fn, rupture_matching_eval_fn, - evaluate_gmc, ) +from openquake.hme.utils.gmm_utils import evaluate_gmc + from ..relm.relm_tests import ( n_test_function, s_test_function, diff --git a/openquake/hme/utils/gmm_utils.py b/openquake/hme/utils/gmm_utils.py index 09da466..5417ca0 100644 --- a/openquake/hme/utils/gmm_utils.py +++ b/openquake/hme/utils/gmm_utils.py @@ -1,194 +1,370 @@ +""" +Utility functions for GMM residual analysis. +""" + +import os import logging import numpy as np +import pandas as pd -from openquake.hazardlib.calc.gmf import ground_motion_fields +from openquake.hazardlib import imt as imt_module +from openquake.hazardlib import scalerel, valid +from openquake.hazardlib.contexts import ContextMaker, RuptureContext from openquake.hazardlib.geo.point import Point -from openquake.hazardlib.geo.geodetic import point_at +from openquake.hazardlib.geo.surface.planar import PlanarSurface from openquake.hazardlib.site import Site, SiteCollection - -from openquake.hazardlib.imt import PGA, PGV - -from openquake.hazardlib.source.rupture import ( - BaseRupture, - EBRupture, +from openquake.hazardlib.source.rupture import BaseRupture + +from openquake.smt.residuals.gmpe_residuals import Residuals +from openquake.smt.residuals.context_db import ContextDB +from openquake.smt.residuals.residual_plotter import ( + ResidualPlot, + ResidualWithMagnitude, + ResidualWithDistance, + ResidualWithVs30, ) -from openquake.hazardlib.geo.surface import PlanarSurface +from openquake.hme.model_test_frameworks.gem.gem_test_functions import ( + rupture_matching_eval_fn, + get_closest_rupture, +) -from openquake.hme.utils.stats import geom_mean -from openquake.hme.utils.utils import breakpoint +class HamletContextDB(ContextDB): + """ + Custom ContextDB that builds contexts from hamlet's earthquake + DataFrame and GEM Global Flatfile records, suitable for SMT + residual analysis. + """ + def __init__(self, eq_df, gm_df, trt): + """ + :param eq_df: + DataFrame of unique earthquakes. + :param gm_df: + DataFrame of the GEM Global Flatfile. + :param trt: + Tectonic region type string (e.g. "Active Shallow Crust") of the + given event. + """ + self.eq_df = eq_df + self.gm_df = gm_df + self.trt = trt + self.msr, self.aratio = self._get_rup_props_for_trt(trt) + + def _get_rup_props_for_trt(self, trt): + """ + Return an appropriate MSR and aspect ratio for the TRT. + """ + trt_lower = trt.lower() + if "slab" in trt_lower or "intraslab" in trt_lower: + return scalerel.strasser2010.StrasserIntraslab(), 5.0 + elif "interface" in trt_lower: + return scalerel.strasser2010.StrasserInterface(), 5.0 + return scalerel.WC1994(), 2.0 + + def get_contexts(self, imts): + """ + Build contexts directly from hamlet DataFrames. + """ + ctxs = [] + for idx, eq in self.eq_df.iterrows(): + + # Get records + records = self.gm_df[self.gm_df["event_id"] == eq.event_id] + + if len(records) == 0: + continue + + ctx = RuptureContext() + n_sites = len(records) + + # Get rup, site and distance params + self._set_rupture_params(ctx, eq) + self._set_site_params(ctx, records, n_sites) + self._set_distance_params(ctx, records, n_sites) + + ctx.sids = np.arange(n_sites, dtype=np.uint32) + + # Build an SMT-style ctx + dic = {"EventID": eq.event_id, "Ctx": ctx} + dic["Observations"] = {} + dic["Retained"] = {} + for imtx in imts: + col_name = self._imt_to_rotd50_col(imtx) + values = records[col_name].values.astype(float) + check = pd.notnull(values) + dic["Observations"][imtx] = np.asarray( + values, dtype=float + ) + dic["Retained"][imtx] = np.argwhere(check).flatten() + dic["Num. Sites"] = n_sites + + ctxs.append(dic) + + return ctxs + + def _set_rupture_params(self, ctx, eq): + """ + Set rupture parameters on the context from the earthquake row. + """ + # Mag and hypocenter + ctx.mag = float(eq.magnitude) + ctx.hypo_lon = float(eq.longitude) + ctx.hypo_lat = float(eq.latitude) + ctx.hypo_depth = float(eq.depth) + + # Nodal plane + ctx.strike = (float(eq.strike) if pd.notnull(eq.get("strike")) else 0.0) + ctx.dip = (float(eq.dip) if pd.notnull(eq.get("dip")) else 90.0) + ctx.rake = (float(eq.rake) if pd.notnull(eq.get("rake")) else 0.0) + + # Set a ztor if we have one + if pd.notnull(eq.get("es_z_top")): + ctx.ztor = float(eq.es_z_top) + else: + ctx.ztor = float(eq.depth) + # Try set the rupture width or compute a proxy if not available + if pd.notnull(eq.get("es_width")): + ctx.width = float(eq.es_width) + else: + ctx.width = np.sqrt( + self.msr.get_median_area(ctx.mag, ctx.rake)) + + # Arbitrary hypocentral location (it's the relative distance + # to the sites that matters) + ctx.hypo_loc = (0.5, 0.5) + + def _set_site_params(self, ctx, records, n_sites): + """ + Set site parameters on the context from flatfile records. + """ + # Basic site params + ctx.lons = records["st_longitude"].values.astype(float) + ctx.lats = records["st_latitude"].values.astype(float) + depths = records["st_elevation"].values.astype(float) * -1.0e-3 + depths[np.isnan(depths)] = 0.0 + ctx.depths = depths + ctx.vs30 = records["vs30_m_sec"].values.astype(float) + z1 = records["z1pt0 (m)"].values.astype(float) + ctx.z1pt0 = np.where(np.isnan(z1), np.nan, z1) + z2 = records["z2pt5 (km)"].values.astype(float) + ctx.z2pt5 = np.where(np.isnan(z2), np.nan, z2) + ctx.vs30measured = ( + records["vs30_meas_type"].str.strip().str.lower().eq( + "measured").values) + ctx.backarc = records["st_backarc"].astype(bool).values + + def _set_distance_params(self, ctx, records, n_sites): + """ + Set distance parameters on the context from flatfile records. + """ + # Point-source based + ctx.repi = records["epi_dist"].values.astype(float) + ctx.rhypo = np.sqrt(ctx.repi ** 2 + ctx.hypo_depth ** 2) + + # Finite rupture based + ctx.rjb = records["JB_dist"].values.astype(float) + ctx.rrup = records["rup_dist"].values.astype(float) + ctx.rx = records["Rx_dist"].values.astype(float) + ctx.ry0 = records["Ry0_dist"].values.astype(float) + + # Not used currently in SMT but needed so set as zeroed out + ctx.rvolc = np.zeros(n_sites) + ctx.rcdpp = np.zeros(n_sites) + + self._fill_missing_distances(ctx) + + def _fill_missing_distances(self, ctx): + """ + Fill NaN distances by reconstructing a finite rupture. + """ + dist_attrs = ["rrup", "rjb", "rx", "ry0", "repi", "rhypo"] + has_missing = any( + np.any(np.isnan(getattr(ctx, attr))) + for attr in dist_attrs + ) + if not has_missing: + return + + try: # I use a "try-except" because we might get a rupture that is too + # large for given Mw and MSR without setting a ztor depth constraint + # which is a bit tricky in a coarse-level residual analysis like this + hypoc = Point(ctx.hypo_lon, ctx.hypo_lat, ctx.hypo_depth) + srf = PlanarSurface.from_hypocenter( + hypoc, self.msr, ctx.mag, self.aratio, + ctx.strike, ctx.dip, ctx.rake, ctx.ztor + ) + rup = BaseRupture(ctx.mag, ctx.rake, None, hypoc, srf) + + # Build a dummy GMM that requires all distance types + gmpe = valid.gsim("DummyGMPE") + orig_r = list(gmpe.REQUIRES_DISTANCES) + for d in ["repi", "rrup", "rjb", "rhypo", "rx", "ry0", "rvolc"]: + if d not in orig_r: + orig_r.append(d) + gmpe.REQUIRES_DISTANCES = frozenset(orig_r) + + mag_str = [f"{ctx.mag:.2f}"] + oqp = {"imtls": {"PGA": []}, "mags": mag_str} # Dummy imtls here + ctxm = ContextMaker( + self.trt, [gmpe], oqp + ) -def build_oq_rupture(rupture): - if hasattr(rupture, "surface"): - surface = rupture.surface - else: - # maybe w/ hz.source.rupture.build_planar - raise NotImplementedError - oqrup = BaseRupture( - mag=rupture.magnitude, - rake=rupture.rake, - surface=surface, - hypocenter=surface.get_middle_point(), - tectonic_region_type=rupture.tectonic_region_type, - ) - oqrup.ztor = surface.get_top_edge_depth() - return oqrup - - -def make_sitecol( - lons, - lats, - vs30s=650.0, - vs30s_meas_type=None, -) -> SiteCollection: - sites = [] - - def get_param(p, i): - if p is not None: - if np.isscalar(p): - return p - else: - return p[i] + for i in range(len(ctx.lons)): + needs_fill = any( + np.isnan(getattr(ctx, attr)[i]) + for attr in dist_attrs + ) + if not needs_fill: + continue + + site = SiteCollection( + [ + Site( + Point(ctx.lons[i], ctx.lats[i], ctx.depths[i]), + ctx.vs30[i], + ctx.z1pt0[i] + if not np.isnan(ctx.z1pt0[i]) + else None, + ctx.z2pt5[i] + if not np.isnan(ctx.z2pt5[i]) + else None, + ) + ] + ) + + site_ctxs = ctxm.get_ctxs([rup], site) + site_ctx = site_ctxs[0] + + for attr in dist_attrs: + if np.isnan(getattr(ctx, attr)[i]): + getattr(ctx, attr)[i] = float(getattr(site_ctx, attr)[0]) + + except Exception as e: + logging.warning(f"Could not fill missing distances: {e}") + + def _imt_to_rotd50_col(self, imtx): + """ + Map IMT string to the GEM flatfile rotD50 column name. + """ + if imtx == "PGA": + return "rotD50_pga" + elif "SA(" in imtx: + period = imt_module.from_string(imtx).period + period_str = str(period).replace(".", "_") + return f"rotD50_T{period_str}" else: - return p - - for i, lon in enumerate(lons): - site_args = {"location": Point(lon, lats[i])} - site_args["vs30"] = get_param(vs30s, i) - if get_param(vs30s_meas_type, i) == "measured": - site_args["vs30measured"] = 1 - if get_param(vs30s_meas_type, i) == "inferred": - site_args["vs30measured"] = 0 - site_args["z1pt0"] = -999 - site_args["z2pt5"] = -999 - - sites.append(Site(**site_args)) - - return SiteCollection(sites) - - -def gmf_from_rupture( - rupture, - sites=None, - imts=[ - PGA(), - ], - gsim=None, - truncation_level=3, - realizations=1, - correlation_model=None, - seed=420, - return_dists=True, -): - - # should probably do something here - - return ground_motion_fields( - rupture, - sites=sites, - imts=imts, - gsim=gsim, - truncation_level=truncation_level, - realizations=realizations, - correlation_model=correlation_model, - seed=seed, - ) + raise ValueError(f"Unsupported IMT: {imtx}") -def get_imls_from_flatfile_row(row, imts): - imts_ = [] - for imt in imts: - try: - imts_.append(imt.__name__) - except AttributeError: - imts_.append(imt.__repr__()) +def generate_residual_plots(residuals, imts, output_dir): + """ + Generate residual plots for all GMMs and IMTs. + """ + os.makedirs(output_dir, exist_ok=True) - imt_funcs = {"PGA": get_pga_from_flatfile_row} + for gmpe in residuals.gmpe_list: + gmpe_str = str(gmpe).replace(" ", "_") + for imtx in imts: + prefix = os.path.join(output_dir, f"{gmpe_str}_{imtx}") + ResidualPlot( + residuals, gmpe, imtx, f"{prefix}_hist.png" + ) + ResidualWithMagnitude( + residuals, gmpe, imtx, f"{prefix}_vs_mag.png" + ) + ResidualWithDistance( + residuals, gmpe, imtx, f"{prefix}_vs_dist.png", + distance_type="rrup", + ) + ResidualWithVs30( + residuals, gmpe, imtx, f"{prefix}_vs_vs30.png" + ) - imt_results = {imt: imt_funcs[imt](row) for imt in imts_} - return imt_results +def _assign_trt_to_earthquakes(test_config, input_data): + """ + Run rupture matching and assign a TRT to each earthquake. + """ + match_results = rupture_matching_eval_fn( + input_data["rupture_gdf"], + input_data["eq_gm_df"], + distance_lambda=test_config["distance_lambda"], + mag_window=test_config["mag_window"], + group_return_threshold=test_config["group_return_threshold"], + no_attitude_default_like=test_config["no_attitude_default_like"], + no_rake_default_like=test_config["no_rake_default_like"], + use_occurrence_rate=test_config["use_occurrence_rate"], + return_one=test_config["return_one"], + parallel=test_config["parallel"], + ) + eq_trt_map = {} + match_rups = test_config.get("match_rups", False) -def get_pga_from_flatfile_row(row): - # from chris: - # first try to get geom mean of 2-component horizontal pga - # if not this, then try to get rotd50 and convert? - # pga and SA are converted to cm/s^2 - if (not np.isnan(row.U_pga)) and (not np.isnan(row.V_pga)): - pga_cm_s2 = geom_mean(abs(row.U_pga), abs(row.V_pga)) - else: - if not np.isnan(row.rotD50_pga): - pga_cm_s2 = row.rotD50_pga - else: - logging.warning( - f"can't find horizontal PGA values for eq {row.name}" - ) - pga_cm_s2 = np.nan + if match_rups and len(match_results["matched_rups"]) > 0: + match_results["matched_rups"]["event_id"] = ( + input_data["eq_gm_df"] + .loc[match_results["matched_rups"].index] + .event_id + ) + for idx, matched_rup in match_results["matched_rups"].iterrows(): + eq_trt_map[idx] = matched_rup.tectonic_region_type - pga_g = pga_cm_s2 * 0.01 / 9.81 - return pga_g + if not match_rups: + match_results["unmatched_eqs"] = input_data["eq_gm_df"] + for idx, eq in match_results["unmatched_eqs"].iterrows(): + if idx not in eq_trt_map: + closest = get_closest_rupture(eq, input_data["rupture_gdf"]) + eq_trt_map[idx] = closest.tectonic_region_type -def get_proper_distance(rupture: BaseRupture, sites, distance_key): - if distance_key == "rjb": - pass - elif distance_key == "rrup": - pass - elif distance_key == "rx": - pass + return eq_trt_map -def make_rup_from_flatfile(eq, trt=None, default_trt="Active Shallow Crust"): +def evaluate_gmc(test_config, input_data): + """ + Evaluate the GMMs for each TRT in the SSC. Return some plots + summarising the performance of each GMM in each TRT for some + IMTs of general interest + """ + # Hardcode the GMMs to the GRM IMTs for now + imts = ["PGA", "SA(0.3)", "SA(0.6)", "SA(1.0)"] - # todo: get standard msr from trt, make rup from_hypocenter if needed + logging.info("Matching ruptures to GM Earthquakes") + eq_trt_map = _assign_trt_to_earthquakes(test_config, input_data) - strike = eq.strike - dip = eq.dip - ztor = eq.es_z_top - rake = eq.rake - width = eq.es_width - length = eq.es_length - lon = eq.longitude - lat = eq.latitude - mag = eq.magnitude + # Make out dir + output_dir = test_config.get("output_dir", "gm_residual_plots") + os.makedirs(output_dir, exist_ok=True) - if trt is None: - trt = eq.event_trt_from_classifier # may be null - if trt is None: - trt = default_trt + # Group events by TRT and compute residuals using the SMT + results = {} - height = width * np.sin(np.radians(dip)) - hdist = width * np.cos(np.radians(dip)) + for trt in set(eq_trt_map.values()): + eq_indices = [idx for idx, t in eq_trt_map.items() if t == trt] + eq_subset = input_data["eq_gm_df"].loc[eq_indices] - if ztor is not None: - depth = ztor + height / 2 + if len(eq_subset) == 0: + continue - # Move hor. 1/2 hdist in direction -90 - mid_top = point_at(lon, lat, strike - 90, hdist / 2) - # Move hor. 1/2 hdist in direction +90 - mid_bot = point_at(lon, lat, strike + 90, hdist / 2) + gmpe_list = list(input_data["gsim_lt"].values.get(trt, [])) - # compute corner points at the surface - top_right = point_at(mid_top[0], mid_top[1], strike, length / 2) - top_left = point_at(mid_top[0], mid_top[1], strike + 180, length / 2) - bot_right = point_at(mid_bot[0], mid_bot[1], strike, length / 2) - bot_left = point_at(mid_bot[0], mid_bot[1], strike + 180, length / 2) + logging.info( + f"Computing residuals for TRT: {trt} " + f"({len(eq_subset)} events, {len(gmpe_list)} GMMs)" + ) - # compute corner points in 3D; rounded to 5 digits to avoid having - # slightly different surfaces between macos and linux - pbl = Point(bot_left[0], bot_left[1], depth + height / 2).round() - pbr = Point(bot_right[0], bot_right[1], depth + height / 2).round() - ptl = Point(top_left[0], top_left[1], depth - height / 2).round() - ptr = Point(top_right[0], top_right[1], depth - height / 2).round() + ctx_db = HamletContextDB(eq_subset, input_data["gm_df"], trt) - surface = PlanarSurface.from_corner_points(ptl, ptr, pbr, pbl) + residuals = Residuals(gmpe_list, imts) + residuals.compute_residuals(ctx_db, component="rotD50") - rup = BaseRupture(mag, rake, trt, Point(lon, lat, depth), surface) + trt_dir = os.path.join(output_dir, trt.replace(" ", "_")) + generate_residual_plots(residuals, imts, trt_dir) - rup.event_id = eq.event_id + results[trt] = residuals - return rup + return results From 27baec75f006121365f032b834bb4a52f613fc9a Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 16:27:35 +0200 Subject: [PATCH 10/26] clean --- .../hme/model_test_frameworks/gem/gem_test_functions.py | 4 +--- openquake/hme/utils/gmm_utils.py | 7 ++----- 2 files changed, 3 insertions(+), 8 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 317b056..13a8e37 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -1,13 +1,11 @@ """ Utility functions for running tests in the GEM model test framework. """ - -from multiprocessing import Pool - import h3 import numpy as np import pandas as pd from tqdm.autonotebook import tqdm +from multiprocessing import Pool from openquake.hazardlib.geo.geodetic import distance diff --git a/openquake/hme/utils/gmm_utils.py b/openquake/hme/utils/gmm_utils.py index 5417ca0..da3b4bd 100644 --- a/openquake/hme/utils/gmm_utils.py +++ b/openquake/hme/utils/gmm_utils.py @@ -4,7 +4,6 @@ import os import logging - import numpy as np import pandas as pd @@ -147,10 +146,8 @@ def _set_site_params(self, ctx, records, n_sites): depths[np.isnan(depths)] = 0.0 ctx.depths = depths ctx.vs30 = records["vs30_m_sec"].values.astype(float) - z1 = records["z1pt0 (m)"].values.astype(float) - ctx.z1pt0 = np.where(np.isnan(z1), np.nan, z1) - z2 = records["z2pt5 (km)"].values.astype(float) - ctx.z2pt5 = np.where(np.isnan(z2), np.nan, z2) + ctx.z1pt0 = records["z1pt0 (m)"].values.astype(float) + ctx.z2pt5 = records["z2pt5 (km)"].values.astype(float) ctx.vs30measured = ( records["vs30_meas_type"].str.strip().str.lower().eq( "measured").values) From 61b080516183b9066549521394d6918c404b2fc7 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 17:55:23 +0200 Subject: [PATCH 11/26] add a test --- .../model_test_frameworks/gem/gem_tests.py | 3 +- .../gem_global_flatfile_fake_test_data.csv | 103 ++++++++++++++++++ .../gem/unit_tests/test_data/gmmLT.xml | 61 +++++++++++ .../gem/unit_tests/test_gem_test_functions.py | 1 - .../gem/unit_tests/test_gem_tests.py | 83 +++++++++++++- openquake/hme/utils/gmm_utils.py | 14 ++- .../2_branches/gsim_logic_tree.xml | 25 +++-- 7 files changed, 271 insertions(+), 19 deletions(-) create mode 100644 openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gem_global_flatfile_fake_test_data.csv create mode 100644 openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gmmLT.xml diff --git a/openquake/hme/model_test_frameworks/gem/gem_tests.py b/openquake/hme/model_test_frameworks/gem/gem_tests.py index 4b6d3e2..d6dec4e 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/gem_tests.py @@ -482,7 +482,7 @@ def cumulative_occurrence_eval(cfg, input_data): def catalog_ground_motion_eval(cfg, input_data): - logging.info("Running GEM catalog ground motion evaluation") + logging.info("Evaluate GMCs against catalogue EQs") test_config = cfg["config"]["model_framework"]["gem"][ "catalog_ground_motion_eval" @@ -491,7 +491,6 @@ def catalog_ground_motion_eval(cfg, input_data): match_rups = test_config.get("match_rups", False) test_config = deep_update(rup_match_default_params, test_config) - gmm_comparisons = evaluate_gmc(test_config, input_data) return {"gmm_comparisons": gmm_comparisons} diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gem_global_flatfile_fake_test_data.csv b/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gem_global_flatfile_fake_test_data.csv new file mode 100644 index 0000000..12201ad --- /dev/null +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gem_global_flatfile_fake_test_data.csv @@ -0,0 +1,103 @@ +event_id,event_time,ISC_ev_id,ev_latitude,ev_longitude,ev_depth_km,fm_type_code,ML,Mw,Ms,Md,mb,es_strike,es_dip,es_rake,es_z_top,es_length,es_width,network_code,station_code,st_latitude,st_longitude,st_elevation,vs30_m_sec,vs30_meas_type,z1pt0 (m),z2pt5 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+SYNTHETIC_PHL001,2000-01-23T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,174.5,21.7,46.8,15.2,,,,SYNTHETIC_ST007,12.638227,123.549156,-20.2,400,inferred,289.7,1.28,0,113.3438,105.1827,111.1342,-22.0638,20.9067,,,,,,,,,,,,,,,,,,,,,,29.1564,38.8967,,41.1695,45.2864,34.9940,,,,,,,,,,,,,,,,,,,,,,,,,29.6438,87.6049,95.0484,39.6659,31.4153,64.4308,53.5590,65.5157,24.8690,62.3730,29.0646,30.2442,87.4537,52.7048,33.1255,43.0864,22.1934,35.9018,16.3122,27.8028,36.7671,25.9681,20.1091,12.0909,23.9886,8.4384,12.1643,12.3875,11.0459,6.4014,6.6718,4.5394,4.7764,4.0239,3.5895,3.3090,42.7830,63.7653,66.0360,39.4186,25.3750,43.8925,84.0042,48.0658,40.2572,69.3840,29.7456,41.1291,92.2283,41.1033,36.5790,39.1674,16.0930,25.2365,25.8995,30.8326,38.5539,32.4659,16.0315,15.0813,27.4748,6.6284,9.5553,11.1287,7.4829,7.9832,8.3214,5.3151,4.7588,3.6205,2.8695,3.7279,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35.5092,80.4729,75.4597,40.0868,32.2515,56.1354,72.1931,55.8707,35.4492,56.9115,30.0277,32.6496,71.5800,43.4282,37.1819,33.3215,20.3383,28.0656,21.4573,39.2026,30.0739,30.2302,21.4271,11.8518,22.2926,7.8828,10.9525,9.6251,9.8419,8.9235,9.0937,4.7923,5.9112,3.6256,3.4189,3.0079,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL001,2000-01-23T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,90.0,70.7,-108.3,17.7,,,,SYNTHETIC_ST008,13.548455,122.145300,250.6,350,inferred,203.6,1.09,0,77.7174,77.4295,80.3289,-3.9845,36.7930,,,,,,,,,,,,,,,,,,,,,,31.4375,31.4897,,30.1370,33.1507,25.6164,,,,,,,,,,,,,,,,,,,,,,,,,52.5305,26.6801,18.6249,19.1289,30.8271,68.5076,29.4196,22.1373,26.8279,29.5566,22.2287,56.6874,17.8289,32.0115,21.3789,13.6423,39.3253,19.1352,7.7096,23.8286,13.5866,6.6035,25.1379,10.3301,12.7958,3.5331,5.1427,7.8748,5.9905,3.9213,4.4881,6.1075,3.8126,3.4378,1.1362,1.7657,44.6993,32.0757,27.1638,23.8143,26.3997,67.9101,32.3063,25.5308,29.1436,19.5610,21.5087,71.0441,12.7091,26.5003,18.2042,8.3756,44.6437,17.6765,11.1226,27.0329,14.3917,7.2534,30.2852,9.1531,13.7202,5.7142,8.3576,9.7975,4.4966,2.7140,4.2680,3.4583,3.6413,5.0299,1.1656,1.6777,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.8236,30.8552,25.5336,19.1665,28.9663,63.3174,26.8547,20.5555,27.8156,25.9402,27.6002,55.3780,14.8787,26.7921,23.6694,10.6769,34.6622,14.9452,10.8838,24.4930,11.3843,8.6320,24.2446,12.4038,14.5190,4.5073,6.7818,10.0778,4.7259,3.4236,4.5170,4.8056,3.0013,4.5257,1.2415,2.1695,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL001,2000-01-07T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,211.1,68.8,-96.1,15.4,,,,SYNTHETIC_ST009,12.561688,123.434426,314.5,250,measured,319.7,1.99,0,112.2935,86.8108,111.9886,-34.9361,21.9202,,,,,,,,,,,,,,,,,,,,,,50.8020,75.6676,,58.6381,64.5019,49.8424,,,,,,,,,,,,,,,,,,,,,,,,,98.3509,78.0202,48.5097,51.4044,59.7406,87.5127,74.8329,53.8756,39.4899,263.5329,61.4898,27.7382,61.4597,35.1022,25.0551,15.6758,54.9236,52.7491,28.9181,25.7972,25.9619,16.2862,27.2945,29.8612,24.2419,29.2831,6.1397,12.6738,13.8741,6.5168,12.0097,5.3568,6.2620,3.5998,4.4818,3.7909,77.9286,49.8284,62.1946,46.4289,48.1768,100.7725,64.1787,47.3898,48.6803,208.4407,90.6487,24.5005,85.1395,40.0126,28.6663,22.2871,46.1554,40.5736,22.7013,24.7921,22.6953,20.7935,21.9828,24.3069,20.8207,38.3633,7.3302,10.0038,16.9460,7.3492,13.7596,5.5163,6.4518,4.3354,4.8515,5.2787,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76.0926,63.9579,53.0192,59.8268,62.7147,95.4105,77.0517,43.2649,44.8251,218.0880,80.4022,31.0526,79.2297,37.8036,28.5711,20.3940,44.7763,42.7861,24.1699,29.0668,20.4078,21.6797,23.8016,23.4394,21.9979,30.7028,8.4006,12.6177,14.0239,8.4752,14.3709,4.9922,6.0558,5.0180,3.8722,4.8233,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL001,2000-01-11T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,279.7,54.1,-149.4,19.7,,,,SYNTHETIC_ST010,14.042419,124.235470,484.5,350,inferred,79.8,2.04,0,166.5615,139.2610,157.5277,-43.9533,3.0225,,,,,,,,,,,,,,,,,,,,,,15.3700,12.0142,,13.9173,15.3090,11.8297,,,,,,,,,,,,,,,,,,,,,,,,,11.0599,11.8630,12.6562,18.5630,7.4879,17.6075,11.0123,17.0799,16.4208,7.6360,19.9969,15.6975,10.2185,9.0610,6.9345,6.5468,5.3741,5.7586,7.1030,12.7678,7.0774,2.5010,3.7787,4.1976,4.7079,2.3743,2.3641,1.4509,1.9221,3.0008,3.2831,3.1210,1.2595,1.9377,1.5388,0.6460,9.8989,7.9050,11.3403,12.2696,9.3608,16.6619,17.9445,19.6821,16.1979,12.5039,19.4313,15.6762,9.4666,11.9562,4.1705,4.5899,5.0800,5.7339,9.2990,9.3393,5.0104,2.5978,2.7867,3.5944,6.0928,2.4714,1.7365,1.8903,2.6312,3.2883,5.3624,2.7501,1.4333,1.5185,1.6981,0.6024,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.4584,10.2891,11.4320,16.8712,10.6270,21.2975,15.6283,21.2063,13.6839,10.2739,15.9630,15.0149,13.2862,10.1256,5.5394,5.4254,5.7326,6.3722,9.2438,10.2672,5.9523,3.1744,3.4562,3.6071,4.8568,2.2859,2.1965,1.9582,2.6197,3.3860,4.4007,2.5726,1.2197,1.5658,1.7233,0.8172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL001,2000-01-10T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,139.5,66.5,64.4,19.7,,,,SYNTHETIC_ST011,14.493953,124.293267,138.9,350,inferred,259.7,1.34,0,198.4443,181.0380,180.4755,195.7611,33.1100,,,,,,,,,,,,,,,,,,,,,,4.0560,4.6747,,4.5176,4.9694,3.8400,,,,,,,,,,,,,,,,,,,,,,,,,3.4670,8.4658,1.7517,6.8735,3.3444,8.2574,4.9837,19.3108,3.7407,8.4036,5.8263,5.1344,4.7425,4.9538,2.0435,3.4552,3.9518,4.0147,2.8550,2.0696,1.9350,2.4174,3.3879,0.9246,1.6377,1.7836,1.4888,0.9121,1.0388,1.9023,1.4755,0.4747,0.5945,0.7266,0.4628,0.2573,3.1666,6.3016,2.5686,6.8964,4.8412,6.8204,7.1975,11.7040,3.4109,5.9854,4.0956,6.8628,4.8334,5.5348,2.0197,3.3286,3.6053,4.5469,3.0827,3.1390,2.0536,2.2367,3.4031,0.9508,1.8857,2.4366,1.3338,1.1107,1.2353,1.9674,1.1128,0.3816,0.6347,0.6351,0.8005,0.2186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.7202,7.9744,2.3390,6.2850,4.3022,7.6028,6.4167,15.4800,3.3936,6.6134,5.0240,5.8513,4.7208,4.5151,1.9084,3.0968,3.1829,3.5474,2.6773,2.4536,1.6529,2.3194,2.9164,1.1598,1.5409,1.9330,1.3212,1.1456,1.0306,1.5985,1.1726,0.5095,0.7122,0.8063,0.6401,0.2227,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL001,2000-01-10T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,85.6,27.3,-94.2,16.2,,,,SYNTHETIC_ST012,12.179438,121.475541,-39.5,550,inferred,256.7,0.66,0,200.7312,184.3055,192.8221,58.5447,0.0000,,,,,,,,,,,,,,,,,,,,,,9.7138,8.0805,,8.0813,8.8894,6.8691,,,,,,,,,,,,,,,,,,,,,,,,,5.3261,6.5724,5.3103,12.6101,15.8386,5.8415,11.7759,9.0750,7.0007,16.8360,7.8135,12.2346,5.3077,10.8544,7.6935,7.7731,4.0148,2.8162,6.1276,4.6489,1.5304,5.3249,2.5987,2.1964,2.3869,2.7089,1.9280,1.7132,1.3675,0.8710,1.1304,1.0759,0.6865,0.7202,0.7172,0.6791,5.7649,5.2664,7.1965,11.3949,13.5777,10.0392,14.6359,7.3506,9.6362,11.3802,8.6235,14.1916,7.6778,6.1911,5.5562,8.2371,6.0510,3.9328,8.3666,4.5418,1.3757,4.3946,3.3098,2.9726,2.8107,2.9873,1.9319,1.8804,1.4826,1.3078,0.7825,1.8102,0.7447,0.6077,0.8783,0.7113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.0966,7.5134,6.5367,12.4349,13.5159,8.2020,12.7447,9.9261,9.1849,14.5892,7.1968,11.0141,6.7967,8.5727,6.2474,8.7729,5.5609,3.2308,7.0927,4.8317,1.6941,4.7746,3.4669,2.2918,3.1343,3.0875,1.9952,1.5080,1.2619,1.1860,0.9830,1.4971,0.8849,0.6625,0.9055,0.7361,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL002,2000-01-25T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,93.7,46.8,178.7,1.3,,,,SYNTHETIC_ST013,12.906508,121.793122,168.9,760,inferred,368.3,1.73,0,125.5242,88.8428,125.1278,-27.7318,20.3879,,,,,,,,,,,,,,,,,,,,,,25.0130,39.1790,,32.3340,35.5674,27.4839,,,,,,,,,,,,,,,,,,,,,,,,,29.1496,32.3686,32.1329,63.7930,47.7946,25.1075,18.8759,38.1434,39.1020,27.9083,35.7647,27.5572,19.3682,35.6983,16.9267,34.9813,13.6421,24.3362,28.8070,20.8882,9.4531,7.4586,9.3222,13.1521,8.3518,16.0001,11.1045,6.1391,6.2189,6.3484,2.4919,4.0133,4.8182,5.2633,1.6787,1.9686,37.1926,35.2331,32.7347,62.5540,53.2780,19.3021,18.0187,34.0400,34.1007,40.9610,32.1006,47.5212,17.3086,33.9925,12.6368,20.5788,13.9471,19.6232,28.1786,19.9119,10.7531,11.7762,12.8831,11.3263,5.0106,16.6825,9.0923,4.9840,4.8315,5.3752,3.2632,3.3478,4.8587,6.2360,1.4431,1.7583,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,30.0132,29.1831,36.0334,51.6627,42.4055,24.9762,23.0028,36.9459,33.0757,31.5143,31.6132,37.0268,17.8442,29.0992,15.6168,28.0653,17.6142,21.6207,22.7806,19.3224,12.1959,9.3095,11.7628,10.9099,6.9881,15.2955,9.5714,5.7039,4.8814,7.2268,3.3859,3.7719,4.2601,6.7612,1.6188,2.3194,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL002,2000-01-06T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,179.4,50.9,-0.4,1.1,,,,SYNTHETIC_ST014,14.286166,122.601151,288.5,550,inferred,28.8,2.86,0,98.9491,96.9825,97.2274,57.5580,0.0000,,,,,,,,,,,,,,,,,,,,,,45.0106,57.4265,,44.8641,49.3505,38.1344,,,,,,,,,,,,,,,,,,,,,,,,,35.6686,78.3770,37.7121,64.1531,47.9734,30.3434,85.0963,77.9967,92.4505,83.5666,48.8422,27.4760,37.5792,65.4800,31.9855,20.9066,36.3321,20.9798,16.3723,11.1331,39.5735,23.9591,13.1407,11.2816,15.1387,15.3588,11.9176,14.3553,10.0955,4.6248,5.4847,5.7491,4.5555,9.1762,5.2440,6.8760,48.6897,69.6527,29.9173,59.3021,53.1679,38.3358,63.7378,66.8281,116.2059,116.8580,48.5786,29.5556,41.0341,58.1798,28.2596,21.4363,28.4095,16.2451,18.3651,10.9137,36.1579,21.5108,17.6466,12.6799,26.7196,14.2644,10.1200,15.4314,10.7182,5.0210,4.9639,4.1733,4.3682,8.7655,4.2309,4.7058,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,48.8393,63.7521,31.2108,52.1793,51.0166,37.1494,73.4448,60.3011,98.7358,92.4971,48.5763,37.7842,38.5747,64.8764,24.7113,23.7700,32.2882,17.6383,15.5893,9.8072,30.9110,20.5534,16.3786,10.5254,21.0569,20.0523,10.6951,12.3223,13.6912,5.6098,6.1747,4.6093,4.0223,8.2225,5.0674,5.3562,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL002,2000-01-13T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,322.5,43.7,-55.8,0.0,,,,SYNTHETIC_ST015,13.978976,122.684952,337.7,400,inferred,75.7,0.61,0,63.6205,62.3551,59.6609,44.0959,0.0000,,,,,,,,,,,,,,,,,,,,,,221.1663,129.8344,,173.7106,191.0817,147.6540,,,,,,,,,,,,,,,,,,,,,,,,,316.9178,214.8250,150.2871,244.3796,341.9102,182.5176,255.9589,391.9604,190.9613,117.6419,85.8054,182.1559,106.7997,127.1695,185.9725,161.0408,125.3588,47.5336,63.3748,103.4040,85.5948,79.4898,37.8185,61.4540,46.0037,32.8415,60.0720,54.0458,32.5980,23.4042,29.1429,42.5115,40.4870,10.7897,12.1660,5.5608,276.2870,154.8543,125.0408,211.6119,229.7727,199.8444,180.6440,538.4200,153.1902,117.4939,135.4732,192.8296,185.2316,72.8299,181.4930,115.0083,152.5230,51.3100,59.2739,89.0851,64.8781,49.7849,36.7600,62.4140,46.6536,55.9051,76.8197,48.0248,38.1063,21.5142,25.9276,41.7933,38.8238,9.7580,9.4213,6.7461,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,252.6438,179.5039,144.8954,289.6971,275.0441,203.2091,230.8608,493.1780,155.4568,134.8568,116.6630,159.3370,147.8444,100.8999,154.7550,131.6366,173.5118,52.7550,58.4214,103.1433,72.2143,70.2729,41.9149,57.6182,48.7691,43.3705,60.8958,55.8300,36.3098,25.5579,26.4774,33.9044,34.8454,11.7212,9.5463,6.0171,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL002,2000-01-17T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,253.4,24.7,23.1,2.6,,,,SYNTHETIC_ST016,12.608702,124.158395,391.1,550,inferred,228.1,1.76,0,170.5795,149.8957,165.1977,116.1742,28.6326,,,,,,,,,,,,,,,,,,,,,,21.8974,16.5740,,20.9821,23.0803,17.8348,,,,,,,,,,,,,,,,,,,,,,,,,13.4573,33.0629,11.5510,21.0902,14.2999,33.2473,19.6818,28.9905,34.6041,37.2491,35.1667,19.3226,32.1709,18.3788,12.1886,17.2484,11.6898,12.3465,11.5928,10.8032,15.0664,16.6845,6.2515,10.0943,5.9309,5.3020,4.8313,4.2509,3.3039,3.2931,4.3998,4.3249,2.4126,3.1655,1.4686,3.1358,14.3925,23.7626,11.9775,15.9060,11.8232,32.0629,16.0251,28.1917,45.4939,37.1886,47.8525,25.3987,31.8067,19.6094,12.1284,12.6492,14.6831,12.2563,11.0525,9.7127,18.3612,9.6206,9.1902,6.5606,5.8586,3.1940,4.6259,5.0493,2.9472,2.5014,4.2567,3.7306,2.3780,3.3627,1.7222,2.6773,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,17.4828,31.4918,11.8830,21.6514,12.6105,27.9419,21.7067,22.3610,48.1254,32.0731,36.9314,20.7884,28.9922,17.9554,11.9221,15.1739,13.2987,12.0258,12.7717,8.5574,15.8337,13.5619,8.6808,8.9969,7.0555,4.3522,4.0617,4.7691,3.7499,3.0043,3.4669,3.4684,1.8799,2.8704,1.8601,2.7206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL002,2000-01-21T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,28.5,47.0,-46.4,0.0,,,,SYNTHETIC_ST017,12.821456,123.257253,339.2,500,measured,335.2,0.63,0,81.7027,80.9131,78.2734,27.4464,0.0000,,,,,,,,,,,,,,,,,,,,,,55.4910,63.6790,,59.9060,65.8966,50.9201,,,,,,,,,,,,,,,,,,,,,,,,,55.5331,80.0198,33.9952,41.5630,154.8253,78.5991,29.6596,58.1542,75.5077,102.7772,57.4601,50.3837,95.4245,45.3445,27.1318,29.5710,28.5040,22.5655,38.5047,32.9823,50.7236,9.9665,15.6731,22.4053,24.7683,35.0953,20.2833,6.8724,11.7357,6.3011,8.2433,7.3328,6.7691,14.4205,10.4637,7.7653,57.0633,60.2367,51.2489,40.9062,155.2638,78.9427,26.6752,64.6526,78.1297,98.5813,44.3072,84.3931,59.1620,35.1344,27.8052,36.3351,36.5725,19.2656,30.7894,50.2050,49.9456,15.9389,15.1297,23.9127,29.0107,34.7419,13.1345,10.9693,10.0189,8.3096,12.7680,5.8249,8.7293,12.5063,8.2335,6.5356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76.7319,72.5559,41.1896,50.2524,135.2322,70.3425,31.6207,59.3561,85.3143,86.9747,49.6640,69.2626,83.3582,40.0567,33.1800,28.6989,31.5820,19.7293,33.7860,40.6973,39.1932,13.3851,21.4962,30.2456,29.7972,27.8459,18.5139,9.6789,11.4894,6.5750,10.2076,6.8411,7.4168,14.7842,9.3564,5.9963,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL002,2000-01-21T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,282.4,54.0,128.9,2.4,,,,SYNTHETIC_ST018,13.606825,123.735142,157.4,500,measured,220.7,0.61,0,100.6071,91.6384,97.0722,-37.8253,39.4109,,,,,,,,,,,,,,,,,,,,,,26.5168,39.1529,,32.0696,35.2766,27.2592,,,,,,,,,,,,,,,,,,,,,,,,,31.9353,32.3758,39.3616,42.5185,33.5326,17.0459,53.6183,30.8262,61.6278,24.5894,47.3009,24.4021,56.9455,31.7554,14.0888,25.8422,14.4761,17.2510,11.4351,17.5719,16.9045,15.3302,12.2604,12.4009,12.2294,13.3446,7.6188,9.8270,4.6992,5.9032,3.2421,3.0011,3.8506,5.0214,4.6733,1.8508,32.6667,31.9692,27.8227,35.0376,26.6468,18.0465,38.9403,20.9533,79.1290,32.3144,51.8425,30.2842,43.7068,43.9640,9.6557,28.4396,20.5855,18.2643,14.3925,16.5342,18.0125,11.6134,10.3595,11.6546,12.2535,10.8172,8.5659,7.2820,3.5398,5.8820,3.0313,4.3151,2.9234,6.6292,5.3352,1.1973,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43.8710,25.7902,31.3075,33.2987,35.7118,21.3749,43.3133,26.7272,61.5984,33.5821,40.7274,26.0144,43.9546,34.7628,12.8500,24.1252,18.2657,15.9681,16.2634,19.1844,17.4398,16.2254,11.5792,13.3179,9.8570,10.3695,9.7264,9.8678,4.7440,6.9366,3.9667,3.3996,3.2565,5.5741,5.9785,1.4592,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL002,2000-01-19T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,71.9,79.8,-115.2,0.0,,,,SYNTHETIC_ST019,15.203911,122.064157,482.8,760,inferred,30.2,2.32,0,214.2822,200.2665,213.6496,-2.3937,0.0000,,,,,,,,,,,,,,,,,,,,,,10.7703,7.0264,,8.5088,9.3596,7.2324,,,,,,,,,,,,,,,,,,,,,,,,,7.3852,19.0829,9.3701,8.6957,11.1309,8.4654,7.4371,19.1597,10.5606,7.4600,15.8189,4.7030,3.3105,10.0248,8.0136,3.4595,7.3316,2.9397,11.0676,3.1778,5.0043,2.3467,2.4982,6.3573,4.3697,2.0492,3.2457,1.8388,1.2726,1.7565,1.7317,1.3125,0.5598,0.3530,0.8700,0.5094,7.5115,17.8955,10.5444,8.4433,12.1565,8.2473,5.6468,17.0445,6.4754,9.9579,16.5671,6.1615,3.2914,10.7785,8.8977,2.4541,5.5873,4.6893,8.8398,2.8524,7.4756,3.6371,3.1714,5.7829,4.4630,2.4716,2.4446,1.9795,1.2568,2.2736,1.5388,1.1680,0.8031,0.3710,0.7147,0.7000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2660,16.2128,11.9592,9.1162,11.4818,6.7502,7.8205,16.1361,8.4577,9.3273,15.2408,5.2317,4.3356,9.6877,9.6246,3.1047,5.6457,3.9117,9.7247,3.1380,6.5969,3.2287,3.5010,5.0537,4.3282,2.0970,3.0113,1.6095,1.3123,2.0259,1.4705,1.4275,0.7285,0.3975,0.9299,0.6340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-17T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,139.8,55.8,26.9,12.5,,,,SYNTHETIC_ST020,14.671468,122.440395,-3.4,450,inferred,204.9,1.84,0,144.8588,114.6723,132.9867,-32.6560,41.3435,,,,,,,,,,,,,,,,,,,,,,38.8798,39.0948,,31.0666,34.1733,26.4066,,,,,,,,,,,,,,,,,,,,,,,,,30.3365,46.7343,57.3857,16.4448,27.8912,25.8167,16.6890,22.7162,43.5128,21.9996,41.1869,58.3975,24.7277,38.1392,18.2582,13.2993,24.0974,30.2644,13.6021,15.0547,10.4703,14.3160,5.7773,9.3294,7.8474,7.0051,8.1422,9.9031,9.3600,6.3453,6.3924,3.9574,3.0998,2.7811,2.7190,1.8300,28.2161,41.5558,47.3256,18.3287,31.5646,21.3828,14.4292,23.7582,37.2921,22.8115,32.6185,58.4952,29.5562,29.6298,25.9140,21.5559,33.3357,33.0680,14.8892,14.9932,7.9263,9.7365,7.1030,6.1303,9.2431,7.1801,7.7345,7.6820,8.0423,10.0184,6.2086,3.1392,3.0667,4.7215,2.6456,2.4972,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,34.7378,38.7775,57.9206,17.6756,28.0304,26.7167,20.0512,27.2081,37.3973,21.8578,31.8159,50.6013,25.8903,34.9195,21.2877,17.6807,29.1762,27.1800,12.7159,12.6710,9.8952,11.1201,5.7278,7.8457,10.6685,6.4059,9.1152,8.2106,8.6934,8.5136,5.5592,3.2269,2.5380,3.6792,2.2470,1.9496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-02T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,35.8,67.0,-14.6,14.3,,,,SYNTHETIC_ST021,12.450896,123.318140,127.6,760,inferred,345.9,1.60,0,120.6307,89.1676,116.3079,93.9271,42.4394,,,,,,,,,,,,,,,,,,,,,,41.4018,75.3560,,59.1112,65.0223,50.2445,,,,,,,,,,,,,,,,,,,,,,,,,34.3389,68.4081,78.3277,78.8758,85.4660,68.6879,36.9901,86.6202,87.6531,72.0290,57.5179,97.8206,86.0624,99.1047,60.1329,23.0602,40.3738,28.2432,30.1481,31.9618,19.3923,20.2082,21.4417,19.1452,26.4392,34.5196,9.1008,6.8459,8.0176,9.1059,11.2585,8.4788,5.6798,4.1649,6.6893,3.0115,46.5364,108.3364,99.0186,50.7507,80.4992,70.5054,52.0592,55.1601,93.3724,68.6269,70.4224,62.2850,85.1618,128.4425,92.9613,16.9352,47.4044,42.7752,26.6197,35.3167,26.6652,19.2890,19.4249,21.8673,22.0820,26.5804,9.6161,6.6775,12.5172,9.4986,10.2814,7.1593,9.0531,3.9511,4.4718,3.0791,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,41.8058,86.0062,90.6139,63.4928,91.1341,62.8268,52.7939,78.1778,78.4467,92.4272,61.8577,79.6200,73.9319,126.1336,85.2846,21.4146,42.6322,37.1484,28.6104,40.7730,25.8375,17.3107,17.7390,19.0364,30.1361,34.6258,9.1031,5.2982,10.2896,8.2052,8.8464,9.8899,7.7141,4.1623,5.9668,3.4755,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-10T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,251.5,63.8,124.7,14.7,,,,SYNTHETIC_ST022,13.382848,122.259671,394.4,400,inferred,52.8,1.59,0,61.2045,56.8570,60.8945,29.0574,15.3139,,,,,,,,,,,,,,,,,,,,,,80.9074,88.6713,,83.2361,91.5597,70.7507,,,,,,,,,,,,,,,,,,,,,,,,,78.6182,164.9027,138.9120,210.6910,120.6252,171.2585,76.8289,75.3620,67.2058,91.4516,145.4089,116.3997,101.2034,55.6644,87.9735,34.0898,26.2391,58.0300,63.7093,48.1127,35.7397,39.1866,33.3233,45.7619,12.8956,29.0345,25.6589,23.2618,19.1021,17.6129,11.0716,15.1628,25.4077,16.4035,7.4959,9.0775,53.0123,164.3397,160.2857,148.8709,172.5289,105.6857,117.3150,53.7656,69.9192,84.7421,107.3626,84.1100,95.7193,88.6836,80.6467,31.9927,22.7105,62.9013,69.4329,28.0315,26.5441,26.7654,40.5475,49.3475,19.5705,21.2701,27.7383,23.6981,21.1097,11.8166,8.1872,13.1633,20.7603,13.5193,7.7212,5.6728,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,68.6985,146.6140,137.0206,186.0473,140.0569,147.2737,104.0586,72.0485,67.2215,99.3378,128.2642,115.7866,102.9475,70.4568,70.4707,35.8229,30.4132,62.8244,53.8721,37.8111,29.6126,37.9769,37.7667,46.7743,15.7792,25.1100,30.5537,19.3246,17.4547,15.4998,11.1248,11.6801,20.5170,14.6393,9.8976,7.6155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-09T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,84.1,76.6,-131.0,10.4,,,,SYNTHETIC_ST023,13.016690,121.928936,480.3,550,inferred,61.4,0.76,0,106.9049,84.9362,100.2485,74.9644,31.0567,,,,,,,,,,,,,,,,,,,,,,32.4276,29.7083,,33.4395,36.7835,28.4236,,,,,,,,,,,,,,,,,,,,,,,,,19.4043,35.6084,18.3622,31.8795,74.5839,28.9581,13.8293,67.2153,81.0516,46.0840,60.6146,44.0724,36.5135,50.3388,21.8815,42.0781,35.9030,30.1093,14.2338,9.4152,22.5045,9.9072,9.3629,10.2236,12.4166,8.5625,8.3491,5.3310,7.1400,10.1060,6.3330,3.1510,3.2042,5.1232,2.0864,2.1867,22.9847,44.1093,28.8380,24.8860,48.4753,22.5233,18.7480,57.2841,59.5518,43.9452,43.2274,50.0494,51.1714,31.7415,23.8529,27.4591,20.7236,26.4743,14.6374,10.5322,30.4687,12.1907,7.1366,11.0969,18.9496,10.3913,9.8794,5.1477,10.5584,13.7902,5.8913,3.3606,3.8700,5.6108,2.5737,1.3581,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,25.1207,36.4091,24.3449,30.0189,61.4393,30.8805,15.7275,55.4234,78.6853,59.6270,51.8705,39.6416,48.6572,38.7730,20.1192,35.4990,28.3736,26.5360,15.3111,10.8848,28.5163,9.9138,9.4822,9.4176,14.6165,9.2119,8.4521,5.9700,9.9771,11.6354,6.4424,3.9597,3.7933,4.4225,1.9957,1.6887,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-07T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,301.2,68.6,169.3,11.7,,,,SYNTHETIC_ST024,14.192652,122.889192,356.0,400,measured,86.7,0.59,0,85.8704,69.1690,84.9411,30.1815,0.0000,,,,,,,,,,,,,,,,,,,,,,93.7427,135.5605,,127.7670,140.5437,108.6019,,,,,,,,,,,,,,,,,,,,,,,,,172.3296,164.8425,217.4302,189.3471,159.3524,124.4318,102.8291,124.4776,88.8919,189.4469,181.0907,118.7167,104.6231,110.7330,121.5369,42.7625,39.3096,47.8148,63.0088,100.6641,40.6016,44.8889,41.8935,26.1584,21.6622,64.9850,16.4471,26.2235,26.2112,30.5108,58.8029,35.2833,16.2002,9.8767,7.8860,33.9745,204.8083,125.9370,131.0236,269.5852,144.1600,187.8935,101.8744,110.3301,79.7593,174.7665,217.7853,92.5856,90.9333,103.0785,94.5263,56.8908,51.4379,39.7268,74.4335,92.9870,47.4356,36.6176,55.3453,21.9812,22.0064,63.6799,19.1134,16.0084,31.0989,19.7145,41.2531,33.7741,15.7880,7.5283,8.6108,27.7155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,191.6817,139.2407,178.0857,240.0970,156.8774,167.3552,114.0093,96.8308,89.5799,168.5006,198.1093,99.8733,129.7048,98.7625,116.8074,47.9976,51.5559,53.2043,58.2491,84.3791,57.4413,40.2264,57.4758,27.4833,23.7853,54.2770,19.6889,22.2324,34.3602,24.7500,45.6961,27.3267,14.8329,10.2827,8.3400,27.0639,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-07T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,34.9,32.4,49.7,9.1,,,,SYNTHETIC_ST025,12.800672,122.432330,2.8,300,inferred,200.0,0.79,0,81.1648,65.6013,75.9070,11.4774,0.5020,,,,,,,,,,,,,,,,,,,,,,46.3517,38.8954,,39.5855,43.5441,33.6477,,,,,,,,,,,,,,,,,,,,,,,,,33.3795,30.5644,26.1111,39.8067,38.2168,82.1935,69.4838,61.6968,55.2827,30.2287,46.1389,30.0592,27.2367,14.6625,27.0991,31.2423,23.5381,21.1845,36.7250,33.0488,14.9579,13.8729,13.9503,19.4020,18.2608,15.4684,8.3116,6.7799,10.0590,7.0160,5.6656,7.6135,4.2495,5.4064,4.8595,3.1787,23.1809,30.7716,23.3718,34.3865,54.0319,65.7871,50.3727,77.8782,62.7172,32.2078,27.4329,37.1716,43.8551,15.1542,24.1079,45.4105,31.5450,13.4542,36.6332,18.6990,14.0539,18.2672,16.9978,19.4638,18.3745,14.7655,6.7866,5.7557,13.1695,6.1331,5.5383,7.6718,4.9097,5.4922,6.1921,4.1110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,26.9858,33.1281,32.1585,33.1102,48.3342,69.3670,60.2178,60.8720,49.7039,34.3777,38.0570,28.8230,34.5437,18.3213,33.2245,38.0470,29.8431,17.8861,35.5237,26.4327,13.3523,17.5654,13.2910,16.6152,14.9619,14.1538,8.4482,6.1164,10.7299,7.1219,6.1351,6.3145,3.8253,4.7167,5.4447,3.2939,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-05T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,281.0,51.5,24.7,14.0,,,,SYNTHETIC_ST026,14.013423,121.929212,234.1,400,measured,352.6,1.00,0,116.8451,87.3641,112.3519,-3.8927,18.0826,,,,,,,,,,,,,,,,,,,,,,18.4646,18.0943,,25.1364,27.6501,21.3660,,,,,,,,,,,,,,,,,,,,,,,,,28.5110,28.2593,35.7579,20.5131,16.3517,26.5014,22.3014,34.3529,23.9218,35.2027,44.3822,19.2424,35.9320,46.4656,26.9316,8.8906,7.5185,13.3569,7.7125,10.7522,9.6888,18.5512,9.8396,16.5186,5.2706,8.7699,9.9111,6.1444,4.2577,7.3123,2.8794,4.8015,2.1023,3.9808,3.2400,2.1387,32.0440,27.0935,42.0243,27.0560,21.6915,37.1406,37.0461,24.3724,31.6703,42.5650,35.1370,28.2566,32.0101,35.7166,22.9426,10.2131,13.8718,12.5610,9.8503,9.8034,12.2341,15.9183,8.5561,16.1326,4.8088,7.7065,9.1108,5.6363,4.1474,9.3823,3.9298,4.0653,1.9177,4.0465,3.2425,1.6654,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,34.7922,28.8793,42.3089,21.1986,18.0373,30.9886,30.5587,29.4143,29.0299,34.9244,45.0828,23.9357,28.3867,41.2800,27.6109,10.0882,10.6735,10.4360,8.8690,10.8713,11.1863,14.5921,11.6558,13.6024,6.7231,8.7837,8.6784,4.7380,3.8296,7.4204,3.5903,4.6393,1.8521,3.1908,3.8879,1.7489,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-17T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,43.1,60.8,10.7,12.5,,,,SYNTHETIC_ST027,12.855890,123.482481,272.1,500,measured,350.9,0.88,0,95.1870,91.3717,91.5736,35.7296,43.8822,,,,,,,,,,,,,,,,,,,,,,169.3689,118.4034,,130.7455,143.8201,111.1337,,,,,,,,,,,,,,,,,,,,,,,,,234.6737,199.9728,102.0772,139.1978,116.3236,147.0795,105.0935,103.8192,172.4454,328.9476,79.7785,165.6690,81.3603,93.7609,92.3069,61.2103,94.4601,93.0947,40.9849,60.8512,46.3152,66.4077,40.2564,67.6727,36.2772,52.0624,45.0130,26.3317,32.5605,36.5506,20.5500,14.5011,10.5405,23.5260,19.2340,10.8844,224.3942,132.7550,122.6827,183.9845,164.0146,146.6682,129.7684,73.9673,192.4110,290.3303,78.8496,119.8759,107.0384,163.5755,95.9684,42.9477,72.3624,88.8347,48.0772,85.5649,67.4272,71.2194,39.5994,41.0506,45.5703,38.2321,28.5758,27.9315,27.6452,29.6887,17.5275,15.5289,10.8989,21.0097,16.3599,14.8366,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,181.5917,164.2573,136.3781,189.4342,140.8908,125.5880,135.1435,105.2464,169.0195,285.0231,112.2456,135.1087,106.8246,128.8932,94.8142,55.0418,72.7913,74.8268,57.6056,85.3276,59.8467,61.2508,37.4868,56.3154,47.1455,46.4378,40.4995,26.0147,29.0606,34.1397,17.5513,12.0953,11.5228,18.8779,19.4598,14.2046,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-09T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,167.1,26.0,-117.1,14.8,,,,SYNTHETIC_ST028,13.493704,120.916307,378.7,350,measured,130.4,2.50,0,206.4499,184.4219,205.1762,38.2194,99.9432,,,,,,,,,,,,,,,,,,,,,,7.4716,9.6223,,8.4175,9.2593,7.1549,,,,,,,,,,,,,,,,,,,,,,,,,10.0590,13.2999,7.5939,9.1324,13.7094,12.4032,13.1313,6.5508,10.6851,10.0863,9.5381,13.4655,13.1906,7.9631,5.9523,7.9830,2.2753,3.3436,5.8982,6.3837,6.4396,2.6985,6.0336,1.7794,2.6868,2.2856,1.1519,2.1844,0.7988,1.6440,2.2996,1.6051,0.6663,0.3811,0.5459,0.7457,16.7462,9.7181,8.6837,14.3671,9.2631,16.1182,8.5581,4.3089,11.8646,9.4517,7.4758,14.5863,8.0873,6.1196,5.8675,7.1952,1.8645,3.6948,6.3032,5.3743,3.6502,1.9732,3.6791,1.5103,3.5002,2.0406,1.4434,1.7399,0.9937,1.1128,1.8946,1.3162,0.5317,0.4446,0.6071,0.5073,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.8261,12.1127,7.0767,12.0836,10.7324,13.3164,11.1458,5.8610,11.2520,8.5379,10.4223,12.1237,10.5336,8.4108,5.3016,6.8788,2.0648,3.2979,6.9461,5.7730,4.9816,2.4847,4.9389,1.7884,3.2231,2.4264,1.1890,2.2561,1.0489,1.5895,2.1463,1.5971,0.7258,0.4571,0.5548,0.6602,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-04T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,91.5,31.8,-136.5,9.9,,,,SYNTHETIC_ST029,12.824882,122.859065,137.7,760,inferred,101.9,2.56,0,66.6160,47.5461,66.7028,-16.9049,0.0000,,,,,,,,,,,,,,,,,,,,,,57.7068,63.9720,,70.8627,77.9489,60.2333,,,,,,,,,,,,,,,,,,,,,,,,,48.3634,40.2824,49.8984,21.9854,78.9294,48.4772,60.1158,92.6425,60.3055,57.0187,90.1367,49.5611,166.2875,82.4445,32.7567,54.7480,55.2063,51.4802,41.8352,30.2813,30.7870,14.5182,18.4640,25.0655,32.6229,26.3100,20.6302,11.3528,14.0175,11.3932,17.7009,9.3938,14.8821,9.8134,5.5869,4.2524,30.4982,64.2833,53.9519,35.7263,73.4033,51.6904,43.3548,90.0341,82.9749,43.3933,86.9674,67.1980,135.9845,105.9937,26.3541,61.6777,79.7526,54.3231,42.9590,26.9429,34.4599,10.7758,22.4436,34.1318,28.0691,18.4838,18.4258,10.6525,18.2783,10.8088,11.5523,8.8990,8.5173,9.7729,4.8319,4.8638,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,41.8988,52.0491,51.2077,31.2914,76.4868,41.4814,53.9111,84.6426,67.5233,51.1145,96.0207,63.3039,134.9887,92.8067,31.7364,49.2352,70.8133,50.2004,37.1469,23.9264,27.8730,15.2273,24.1713,29.1396,25.2867,22.4754,20.1329,10.2711,16.7957,9.6708,15.8644,8.0092,11.6312,8.0351,5.7845,4.6189,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-24T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,185.0,42.6,-25.7,11.7,,,,SYNTHETIC_ST030,12.870813,122.783857,348.7,550,inferred,69.4,1.96,0,61.5541,61.2485,60.3387,-23.9012,29.1602,,,,,,,,,,,,,,,,,,,,,,42.9277,45.2089,,50.3250,55.3575,42.7763,,,,,,,,,,,,,,,,,,,,,,,,,38.4855,31.4180,36.2644,35.3042,40.7453,72.4574,41.0368,48.9364,63.4464,115.3738,87.3965,58.6249,77.8459,57.4593,30.7522,26.2850,33.2909,30.0623,42.8360,40.5760,24.9057,11.1498,39.1317,19.4484,9.6324,18.8487,8.8828,11.0957,17.6906,10.6615,4.0518,4.2958,7.1688,6.2039,2.6606,5.9524,43.4093,54.1657,38.0615,45.1665,37.2549,68.5910,40.8048,49.8806,80.8721,124.5003,112.2674,58.8696,108.9819,42.2456,29.4317,33.5801,21.9125,37.8315,29.5014,60.4950,19.8916,12.2291,45.4591,13.4201,9.3771,16.5790,9.6891,9.8781,18.7988,11.4835,6.8487,6.5933,5.9532,7.2590,3.1804,5.1895,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,48.5792,43.0081,36.4712,38.5901,50.2829,72.2346,49.2805,54.4264,62.3062,96.6108,90.3416,54.8809,87.2162,45.3510,24.6649,28.4170,26.8698,29.8138,41.8817,54.8856,26.0922,10.9029,35.9687,16.9391,12.8004,16.0206,10.3869,10.2916,17.3284,9.9547,5.4492,5.6251,6.1844,6.6206,3.4030,5.0509,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-03T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,109.7,64.9,145.3,12.9,,,,SYNTHETIC_ST031,13.309143,123.269001,322.5,400,measured,176.8,2.11,0,49.7784,43.1341,50.2527,-15.6875,0.0000,,,,,,,,,,,,,,,,,,,,,,80.3493,63.5256,,79.7487,87.7235,67.7864,,,,,,,,,,,,,,,,,,,,,,,,,52.7607,105.2060,125.6783,129.6023,64.3580,77.5281,66.7004,46.2677,56.8456,54.3367,65.5106,97.2667,128.1192,74.4600,22.4226,71.9888,56.0863,32.0607,63.0259,60.5869,50.7528,9.9902,20.6721,27.7352,15.7999,17.0500,21.7887,10.1402,17.4099,13.1982,9.1501,9.0191,10.1432,10.6160,9.4984,8.7750,76.1078,108.0198,130.7217,110.0440,65.9663,67.0374,46.3687,50.4087,46.9409,52.6276,48.1171,81.7727,83.0584,69.7029,26.1726,72.5953,73.1961,32.0333,89.0035,67.7142,42.0684,11.8379,18.7497,31.0402,14.7294,16.6993,16.3046,15.9387,20.3494,11.9872,6.8006,13.6221,10.8630,7.3702,8.5723,10.4995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,63.3783,89.1730,103.7950,125.8521,86.9212,86.2851,61.0092,51.9470,53.1364,59.1455,68.4553,85.0316,106.4055,76.1576,25.3855,59.7380,71.5385,42.9839,88.6218,64.2436,40.8052,10.1603,22.4821,31.7119,15.7018,14.1050,20.3934,12.5578,15.8900,14.4199,9.2184,10.9447,11.0643,8.2400,8.4638,10.2274,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL003,2000-01-28T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,124.2,67.6,139.4,15.0,,,,SYNTHETIC_ST032,14.645025,123.457818,150.9,350,inferred,355.2,1.60,0,152.1149,147.8819,143.5159,41.7643,7.1538,,,,,,,,,,,,,,,,,,,,,,5.3843,6.4813,,6.4252,7.0677,5.4614,,,,,,,,,,,,,,,,,,,,,,,,,4.9881,9.6267,4.0098,7.9880,4.8516,5.8715,2.7848,8.5147,3.6116,13.2598,9.2323,6.2271,5.9914,7.8698,6.7217,4.5566,3.9999,4.2782,3.6462,3.5540,3.3034,2.4227,3.9486,2.3741,1.0458,2.4476,3.0012,0.8749,1.5836,0.9518,1.1161,0.8392,0.7115,0.5536,0.4576,0.5108,6.6633,8.8704,5.7700,8.5305,4.4533,4.3439,2.8261,6.8607,4.0937,13.9130,8.5288,5.2362,6.6244,7.3756,5.6733,5.6975,4.9153,4.6067,3.1141,2.9520,3.7423,1.6585,3.9219,2.1680,1.2276,3.1802,2.7418,1.1896,1.5347,0.7832,1.1142,0.7469,0.8900,0.4512,0.5553,0.4475,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2790,8.0885,5.2211,8.0899,5.7334,5.5632,3.5334,6.7929,3.3361,11.6643,8.6776,6.2964,5.7083,7.3281,5.3627,6.1467,3.9462,3.8521,2.9382,2.8973,3.0151,2.3669,4.1178,1.9382,1.0572,2.6888,2.8701,1.0260,1.4954,1.1137,1.1012,0.9072,0.9313,0.5267,0.4288,0.5443,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-04T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,269.2,46.8,71.8,18.0,,,,SYNTHETIC_ST033,11.998546,123.360129,153.6,500,inferred,101.5,1.50,0,118.6812,103.6438,120.3863,78.4829,9.3391,,,,,,,,,,,,,,,,,,,,,,53.8664,61.4587,,59.6486,65.6135,50.7013,,,,,,,,,,,,,,,,,,,,,,,,,114.5681,69.9632,105.9968,47.5920,50.0558,111.6117,68.4052,79.4742,46.1399,67.5173,58.7483,56.7815,85.6922,52.4231,57.8055,54.9485,37.1338,25.7797,53.7986,19.9182,38.7630,60.0190,21.8257,14.6724,15.8874,12.6045,15.9056,10.8712,9.9209,9.6035,9.7331,11.4408,5.6139,5.0077,3.5103,5.0519,115.1664,75.0852,169.0566,42.7338,64.4592,124.2168,81.9085,67.7303,49.8600,64.3176,56.1356,64.4284,77.0915,50.3792,37.5113,57.2947,52.2149,39.7035,44.1051,23.4848,36.1209,52.7962,25.0144,16.2262,15.9057,12.1259,19.0909,15.5626,6.9338,14.0306,6.0849,15.5105,8.2651,4.1078,3.7637,6.3677,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,102.4544,99.4963,134.6510,57.1290,69.2667,110.2225,64.6257,82.4949,42.1704,63.7131,70.0216,81.0964,66.0141,49.8485,50.6109,45.8723,40.8576,31.5651,51.4847,26.7923,30.5652,50.5257,19.5481,12.7091,16.2896,16.3746,14.7247,12.2226,9.8236,12.7063,8.1609,12.5430,6.5168,5.0107,3.0758,5.9447,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-20T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,113.6,73.9,137.2,15.6,,,,SYNTHETIC_ST034,13.368621,123.353327,456.1,500,measured,124.4,0.96,0,43.2387,37.2909,46.9353,-18.8782,5.9498,,,,,,,,,,,,,,,,,,,,,,307.2102,266.9375,,265.1661,291.6827,225.3912,,,,,,,,,,,,,,,,,,,,,,,,,131.8972,370.2850,467.2076,296.3316,153.2182,273.3329,156.9215,432.6089,247.6233,399.8275,218.7489,389.7585,255.5253,120.9533,117.1474,84.9268,103.7762,94.4406,133.3635,121.9776,169.8894,162.8720,78.4461,139.3618,91.0457,49.3546,54.0657,40.9550,95.9272,36.8374,46.3689,39.4305,32.0188,30.9800,15.0308,18.3128,172.3847,490.5764,447.7326,234.8654,240.0161,224.0652,165.6955,640.2018,246.8683,319.1650,270.0812,416.7241,300.1855,174.5609,158.1525,134.4545,115.7397,134.9130,138.5902,172.1679,181.8635,186.7266,95.4245,137.1032,61.5703,55.4871,77.3084,53.3349,72.7263,32.5399,45.4434,40.6747,30.3555,28.1714,22.7705,19.8664,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,169.7633,388.1779,384.1410,304.1427,217.3150,294.6487,193.1838,502.0733,259.4637,347.2782,209.7615,350.6261,247.3135,147.9302,165.9676,108.7853,116.6764,111.0302,167.1211,143.0699,198.5010,157.4410,86.1425,131.0597,70.7083,55.1415,72.3727,41.8656,76.3059,34.5118,51.1699,36.1148,25.9763,24.5238,18.7794,23.6287,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-17T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,275.4,25.0,-85.5,18.1,,,,SYNTHETIC_ST035,14.581893,123.119074,362.4,550,inferred,268.8,2.71,0,171.1258,124.6935,162.0140,154.9014,22.4568,,,,,,,,,,,,,,,,,,,,,,28.9459,27.7305,,32.6842,35.9527,27.7816,,,,,,,,,,,,,,,,,,,,,,,,,35.1575,38.0483,68.3964,14.2354,40.1693,37.1095,32.7154,19.9038,34.3910,22.4118,27.6704,40.8359,33.0407,30.8000,17.7662,15.9919,19.7837,12.3808,18.5377,31.7444,12.5273,6.3694,19.9276,9.1390,13.2030,8.8240,11.0842,8.5689,11.0146,3.0301,8.1892,4.8249,4.4470,4.7189,3.3513,2.9676,43.4524,58.2618,50.3388,11.9993,53.2481,37.8134,31.4111,20.4094,39.7329,23.0994,47.0055,29.3310,33.4341,28.1481,14.9193,14.4568,28.3201,13.7600,25.4582,24.8862,12.9595,6.8755,19.7158,8.0028,18.4713,11.5649,8.1911,8.3965,12.1267,4.0692,4.7269,4.0056,4.3932,3.4526,2.7836,3.5332,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.3875,53.0555,56.2368,13.8970,41.5441,35.0569,30.2497,22.4699,33.5915,26.1856,39.5261,41.6048,26.3639,32.1416,21.1823,15.4312,24.7928,14.4334,21.9709,28.5784,10.9337,7.8689,18.4150,11.2456,18.0917,10.2424,9.7549,9.4668,9.3370,3.3737,6.4432,4.9129,3.6907,4.0649,2.8823,3.0391,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-04T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,91.2,58.3,-108.5,13.7,,,,SYNTHETIC_ST036,12.782401,121.184523,210.1,760,inferred,348.2,1.04,0,213.3745,195.9784,196.3656,131.6706,39.4116,,,,,,,,,,,,,,,,,,,,,,5.0275,7.0705,,6.5483,7.2032,5.5661,,,,,,,,,,,,,,,,,,,,,,,,,5.2357,9.6075,12.2535,7.6050,8.4207,11.0943,13.2242,6.8245,15.2891,6.4108,4.8695,5.0874,4.8031,10.2344,4.7474,5.5971,3.2859,5.2569,4.4255,3.0249,2.2620,1.9570,2.2329,2.0021,3.0200,1.6332,1.0204,1.2651,0.7312,1.4374,1.4793,0.9112,0.7124,0.7612,1.1144,0.5273,4.6680,5.7749,13.1561,6.2110,9.8932,9.1877,13.8623,7.3886,15.6773,5.4294,7.7279,4.9402,4.7920,12.8346,3.9263,5.9874,2.5009,4.5025,4.2487,4.0627,2.4607,2.0204,1.5776,1.4613,2.0261,1.2510,0.9466,0.9635,1.2389,1.7328,0.9227,1.1121,0.7561,0.6416,1.1229,0.7893,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.0482,8.1872,12.4381,8.2409,7.8611,8.5461,11.7989,8.8001,13.2486,6.6555,6.2362,5.1327,5.9016,11.2639,3.8019,7.5502,3.5705,4.8549,3.6451,3.5871,2.4257,1.9599,2.0588,1.9746,2.4671,1.6477,0.9321,1.1288,0.9847,1.7418,1.2530,0.8806,0.6332,0.8857,0.8798,0.6954,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-23T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,239.5,73.0,-119.9,17.9,,,,SYNTHETIC_ST037,12.936080,122.604641,239.4,550,inferred,172.6,1.34,0,58.6811,50.9025,59.5734,36.3331,19.7402,,,,,,,,,,,,,,,,,,,,,,39.7947,65.0338,,50.0622,55.0684,42.5528,,,,,,,,,,,,,,,,,,,,,,,,,38.6256,30.4043,163.4701,52.0047,40.1856,54.5087,155.8663,51.5271,38.4531,68.0780,44.0030,20.0898,36.3652,31.8815,34.1329,56.1026,17.9449,30.1494,15.6899,16.7085,19.9713,14.3866,30.6611,31.1017,13.0033,15.6027,20.4123,7.4184,10.5297,10.7698,8.9757,3.1604,6.6294,5.3729,3.6276,6.1890,36.4495,31.3638,135.2271,41.5059,43.5220,52.8064,176.9981,35.0302,36.3968,63.5516,52.4736,18.3113,31.1756,45.0490,42.4831,58.1601,26.6898,25.6084,20.2929,26.4798,26.1582,9.8436,29.8104,29.5417,18.3727,13.6878,16.7702,6.1639,11.2855,7.5345,7.1752,3.1713,6.3551,5.7336,3.1793,3.7186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,39.9931,33.9791,141.1037,50.1063,34.6599,56.2816,137.2319,39.7571,43.6867,57.0567,50.8367,25.3394,39.8133,37.9633,45.2006,49.4667,22.3267,24.2243,17.8247,22.7775,21.9764,11.7742,28.0864,33.4610,17.9428,18.7424,17.9221,7.3974,12.0495,10.3271,9.5536,4.0610,6.4017,5.0233,4.2791,4.9335,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-20T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,295.8,68.2,44.3,16.4,,,,SYNTHETIC_ST038,12.194626,122.680661,141.6,400,inferred,371.2,1.08,0,106.4401,75.2810,104.0858,-4.5526,52.3000,,,,,,,,,,,,,,,,,,,,,,23.7716,16.9769,,21.3924,23.5317,18.1836,,,,,,,,,,,,,,,,,,,,,,,,,24.3497,20.5933,23.6513,15.8606,14.7926,46.3533,12.5420,10.4534,13.3954,24.9337,7.5531,29.8555,17.6144,23.3151,9.9457,13.3226,17.3453,20.8396,11.6114,17.8406,8.8998,20.0530,3.4077,27.2252,4.7607,8.5115,7.5535,3.2093,2.5497,3.3316,4.3214,4.6942,4.9568,1.4124,1.0418,1.4082,18.0072,15.1407,30.8724,17.6503,18.3825,41.4797,12.3614,14.0395,14.9305,19.2430,11.1897,33.9331,24.7475,32.2208,7.9321,9.4772,18.8694,36.0841,7.2002,14.6702,5.9845,23.2465,3.3347,17.9150,6.9245,9.3048,8.2954,2.9795,3.5722,3.5280,4.8109,3.6101,4.7083,1.3162,1.5473,1.2837,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21.2894,19.1994,26.1063,17.9608,17.8843,40.2997,11.2279,11.2892,18.1986,22.3038,10.2075,27.1961,20.1193,25.0186,8.0057,12.5891,16.7359,28.7898,10.1265,16.0642,6.9143,27.2014,2.6330,21.4461,6.0851,8.4070,7.9478,3.3575,3.2728,3.1771,3.8823,3.7682,4.5320,1.7770,1.2855,1.7887,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-05T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,66.5,65.7,40.3,17.4,,,,SYNTHETIC_ST039,14.815302,122.318802,478.7,760,inferred,235.5,1.08,0,215.8605,204.3140,211.3624,98.2750,68.3928,,,,,,,,,,,,,,,,,,,,,,7.6880,10.1898,,9.1600,10.0759,7.7860,,,,,,,,,,,,,,,,,,,,,,,,,10.2104,6.7461,9.5281,6.6603,11.8473,11.5421,17.0995,30.8651,5.8056,7.2913,12.9940,6.6390,8.1288,7.7535,7.2853,3.6752,8.1958,4.2327,6.7903,4.3654,4.7639,4.4577,3.4327,1.9680,4.3116,2.3374,2.9905,2.2952,2.1561,2.4207,0.9787,2.1593,1.1403,0.8528,0.6434,0.8072,12.4110,7.1547,12.4853,5.8717,7.2492,13.0287,10.9540,25.1408,6.3219,11.4754,12.4272,6.3804,7.7751,4.7022,5.6779,3.5866,5.5448,5.7376,6.6281,3.3938,3.8615,4.8222,2.3993,2.5697,3.1399,2.6084,2.8715,2.1725,1.9779,1.7676,1.2239,1.5569,0.7538,1.1180,0.7152,1.0545,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.1521,6.3473,10.3076,8.1626,10.2244,10.0768,14.8091,25.2935,6.4872,10.0556,13.9988,6.2852,6.6332,6.4817,5.6148,3.5522,7.6001,4.7950,6.9515,4.3214,3.9767,3.8190,3.0713,2.4376,3.8238,2.0963,2.5389,2.3671,2.1257,1.9063,1.0542,1.9706,0.9337,0.9628,0.6648,0.9823,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-03T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,216.4,20.4,137.6,17.3,,,,SYNTHETIC_ST040,14.068361,123.114955,420.5,250,inferred,258.9,2.55,0,114.0355,99.9702,107.1160,24.3543,9.9332,,,,,,,,,,,,,,,,,,,,,,31.1656,30.6486,,37.7956,41.5752,32.1263,,,,,,,,,,,,,,,,,,,,,,,,,40.8092,45.7561,28.5262,36.8385,32.7862,35.3236,46.9289,56.3323,31.9694,16.3973,28.2994,40.2899,45.2510,39.1692,26.6704,16.8447,34.0418,17.4931,21.6009,12.6874,17.1789,8.9621,8.5866,25.7127,17.4347,9.6416,8.7007,9.2731,10.8619,4.5967,4.1070,7.8295,7.4928,5.1634,3.6985,2.2647,37.2963,46.4168,48.3147,40.2518,32.5957,31.7306,36.1207,54.2238,42.5054,25.7798,28.2830,57.1704,68.2098,43.2245,18.8838,17.3099,38.8068,20.7537,20.1640,16.1106,22.2798,6.8700,11.2534,19.6802,19.6390,11.2940,8.1767,13.6334,7.9568,4.6660,3.2439,8.2786,7.9829,3.5547,3.4847,2.4174,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51.8393,43.7082,37.2729,46.2330,31.4234,27.6014,40.4174,45.4837,43.2629,21.2067,34.2646,54.8229,60.1261,36.8524,22.0657,16.1180,34.1155,17.5168,24.7067,16.4574,20.8381,9.4460,10.3778,23.0812,16.9269,12.5493,6.8183,11.3584,11.0307,5.8822,3.3187,6.5877,7.2118,4.9979,2.9595,3.0616,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-09T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,149.0,49.8,-94.4,16.3,,,,SYNTHETIC_ST041,12.360718,123.572447,156.4,450,inferred,381.3,1.04,0,89.4836,65.7752,84.4455,60.2686,1.4136,,,,,,,,,,,,,,,,,,,,,,77.0484,67.0783,,87.4168,96.1585,74.3043,,,,,,,,,,,,,,,,,,,,,,,,,68.0374,89.2989,76.3431,156.7432,58.6046,158.8438,54.1315,62.5437,71.3736,96.5266,125.9202,87.9046,64.7721,59.3123,68.1853,32.4206,34.3198,39.1163,38.6198,37.2764,33.2894,32.6772,45.8405,30.6417,27.1041,44.6424,24.3011,15.2993,19.0153,19.6053,27.6196,11.6052,4.7833,6.3877,13.0287,16.0332,67.7880,123.6012,62.1509,180.1027,91.1961,111.9675,46.5408,112.1303,67.8019,134.2869,102.0209,63.5137,68.7800,60.7749,55.9534,35.8141,30.2313,34.3058,32.6634,41.9379,31.9258,32.6148,42.7093,29.0272,25.0776,35.5108,25.6127,15.5120,16.2925,22.8580,33.0689,9.1748,6.5620,9.2397,9.5195,12.1879,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,58.1036,124.9004,76.3406,154.5521,74.5627,143.6161,47.7038,89.0346,64.1715,132.6491,114.9547,71.1616,79.4235,76.9699,78.9016,39.3479,38.5144,46.1878,36.1623,37.9426,43.5979,30.8954,38.1463,25.7392,24.5837,45.5806,20.4605,13.7747,19.4185,18.3198,29.5319,9.4394,6.6606,7.9600,12.2605,13.6099,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-03T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,122.7,68.8,32.7,14.3,,,,SYNTHETIC_ST042,11.730537,122.174511,243.0,300,inferred,185.4,2.47,0,179.3862,138.6847,166.8590,-46.9040,24.6947,,,,,,,,,,,,,,,,,,,,,,22.4672,18.4184,,21.8826,24.0709,18.6002,,,,,,,,,,,,,,,,,,,,,,,,,25.9954,20.0014,18.0460,33.1594,45.9569,37.4125,52.3308,37.3535,27.7372,29.1955,21.6196,15.5697,8.4159,23.5108,10.6411,15.1152,9.8000,8.2708,9.5408,7.5234,6.7858,8.4354,18.7744,16.0060,6.7295,3.2656,4.7575,5.7998,2.8248,3.2405,1.7527,2.2248,1.5451,3.9073,2.3936,2.2126,21.5750,21.2781,12.1853,19.3136,36.6510,41.1486,52.7383,24.1768,25.4294,22.7984,25.8881,22.3299,6.9957,43.0893,11.1877,10.7472,13.0241,5.7052,9.9563,8.3181,7.7693,8.0945,13.2978,15.2817,9.0524,4.7207,4.3087,4.9041,2.6592,4.2439,2.0837,2.4157,1.6669,5.0320,2.7117,2.0018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.6556,20.1631,15.1238,26.0374,39.5224,37.5410,42.4640,34.5329,27.2266,27.8913,20.7449,17.6382,9.2833,33.3547,12.1403,14.6845,10.7040,6.7826,10.7095,8.0989,8.3473,6.7231,17.0360,21.5410,6.9950,4.3495,4.0546,6.0704,2.9120,3.9933,2.0815,2.3506,1.4844,5.0883,2.1019,1.7149,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL004,2000-01-10T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,220.7,74.2,12.6,18.9,,,,SYNTHETIC_ST043,13.117481,122.802416,439.5,350,inferred,192.5,2.77,0,36.9620,34.0976,40.2684,34.7670,0.0000,,,,,,,,,,,,,,,,,,,,,,124.8733,107.4798,,119.5670,131.5237,101.6319,,,,,,,,,,,,,,,,,,,,,,,,,69.8471,130.7776,136.7372,130.3354,234.8410,135.3706,93.3756,115.1429,243.8844,230.3193,76.4515,131.2812,200.3758,87.2366,50.7770,43.1335,52.9785,47.2418,120.7533,108.4515,40.7412,31.1953,41.0323,14.2959,31.8169,20.6610,26.3836,21.7101,22.3843,17.3263,13.5860,24.6844,16.2469,14.6482,14.2491,9.5337,98.5679,123.9347,181.4521,129.9409,187.8767,106.0296,146.4563,113.6846,226.2960,193.8142,111.0369,92.9754,198.8175,83.5433,49.8197,56.4063,32.2063,63.1864,120.7558,143.2911,37.4058,42.0945,39.2753,19.2035,42.0790,20.6285,19.0544,16.6007,23.5849,11.8719,13.5617,27.0221,20.2464,10.0348,16.6754,15.7196,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76.6078,117.0761,154.9531,124.4984,214.7035,136.6198,125.1487,133.0931,213.0259,210.2425,94.9425,129.1587,155.2767,72.5419,53.5753,53.8920,43.9620,64.5808,122.5002,129.0787,43.6181,35.7222,44.1586,18.8496,34.8756,23.9255,22.3327,19.6440,20.2916,13.3698,19.2341,24.3158,17.8359,13.6690,13.4873,12.3322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL005,2000-01-21T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,163.2,79.7,97.0,8.8,,,,SYNTHETIC_ST044,12.602626,123.508992,311.0,450,measured,273.7,2.43,0,47.7846,37.0809,48.5593,9.5776,21.7576,,,,,,,,,,,,,,,,,,,,,,371.2433,507.6943,,434.5066,477.9572,369.3306,,,,,,,,,,,,,,,,,,,,,,,,,402.9302,435.4848,628.0464,491.6353,643.2734,500.5859,364.1526,622.2082,203.5170,445.7137,277.9780,724.0846,340.8020,513.0450,172.8007,195.1883,319.6457,255.1318,190.9239,321.7377,294.1259,128.5412,80.9853,122.5458,179.6436,138.0694,265.1496,78.2894,69.4486,58.3454,114.5163,34.7857,65.0598,42.2486,90.5019,32.2448,560.2849,604.9722,400.1467,571.3565,716.8279,632.4583,557.5894,379.4350,209.9610,377.3385,445.1637,614.6488,212.9888,571.4697,228.3628,135.6658,267.9481,336.3976,144.3110,404.2645,312.4362,187.2962,68.4428,121.4926,226.3000,127.1064,147.0507,78.2079,91.7277,72.7427,84.0182,53.4162,55.9995,54.4226,86.8351,45.3558,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,431.7938,509.3729,487.7450,525.4868,670.9486,655.4318,490.6081,533.4697,290.5225,477.0613,395.8547,622.8179,287.0237,614.0515,223.6259,150.7291,246.2205,277.5546,165.1202,391.4692,334.4916,168.2343,84.1152,169.8677,192.4903,127.1305,207.1571,86.6444,83.9759,57.5471,100.0465,46.8040,52.2860,49.9624,72.8211,42.5183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL005,2000-01-24T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,244.2,39.5,171.3,9.5,,,,SYNTHETIC_ST045,12.672115,123.401011,399.6,350,inferred,72.2,2.59,0,34.8147,30.8001,36.3732,-14.1116,0.0000,,,,,,,,,,,,,,,,,,,,,,230.0437,226.6544,,195.6385,215.2023,166.2927,,,,,,,,,,,,,,,,,,,,,,,,,367.1335,221.2207,244.0082,174.6932,220.6495,235.5455,173.9871,340.5316,190.8735,154.4632,162.2682,313.1915,345.4351,199.9797,96.0860,101.5767,82.1298,153.9921,186.1935,104.2409,80.4375,74.2820,56.2514,60.4841,51.6177,57.2988,72.1339,86.7788,46.5029,13.9932,35.0840,44.5604,31.3757,16.7693,17.5462,13.0487,313.3948,260.5388,227.7304,277.7739,241.1406,270.2971,251.9350,334.5201,140.9536,205.9339,109.9579,265.3899,268.3948,264.2466,116.3495,141.9639,64.9076,177.5519,152.3730,83.5371,75.3954,117.0776,36.1079,97.2167,48.0993,46.3841,55.3450,65.7141,54.8938,22.3462,33.6201,53.0710,29.6566,25.9719,14.4437,14.4190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,347.7133,233.0865,236.4318,229.8654,206.7042,334.6721,230.9099,287.5026,171.1233,163.0703,152.1755,246.5727,295.3573,259.5438,126.8612,122.1511,74.9635,138.5885,189.0966,95.9052,83.7190,102.3182,44.8248,78.5876,45.5648,51.8021,61.7910,71.0177,55.8662,17.7812,36.0577,41.2897,38.2012,21.4469,17.9934,12.2848,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL005,2000-01-16T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,301.3,36.8,82.8,8.6,,,,SYNTHETIC_ST046,11.951257,122.398337,43.5,550,measured,113.7,1.32,0,143.2224,122.6744,135.5339,113.6182,0.0000,,,,,,,,,,,,,,,,,,,,,,71.6654,84.4852,,68.4039,75.2443,58.1433,,,,,,,,,,,,,,,,,,,,,,,,,61.5058,82.1433,29.2102,80.9298,75.2048,39.5448,81.1762,54.5953,76.5508,88.4481,76.3611,33.3178,33.5562,38.0847,43.7029,55.1481,85.6187,70.1739,38.7356,29.0591,31.9729,36.1165,46.1240,41.5385,21.2450,17.4292,23.4153,13.7012,10.2461,10.2993,11.6801,4.5607,14.0975,5.7143,3.5275,5.7021,41.4102,46.1720,41.3174,96.6025,92.1986,63.6711,100.7062,71.4877,72.3676,120.4111,95.0381,35.3526,55.8680,30.4607,35.3531,54.9572,54.9726,61.1806,45.1452,25.4500,23.3726,23.6296,38.2602,26.8967,20.0516,13.6253,23.9884,19.9400,12.5545,11.0611,19.5117,3.5003,8.4721,7.3825,3.7503,8.3442,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,58.9011,63.7704,40.5600,81.9492,89.0728,55.8973,92.5112,72.3655,63.0175,123.7645,80.9582,36.1266,45.1984,42.3283,34.4754,46.8672,75.0083,55.3775,42.1335,31.6086,28.4052,28.0244,36.5053,32.5674,23.3045,15.7284,23.6104,17.7104,11.7051,8.7287,15.7972,4.6789,11.0657,6.6018,3.4842,6.5100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL005,2000-01-14T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,208.3,59.3,103.3,10.1,,,,SYNTHETIC_ST047,12.830344,122.817099,140.7,500,measured,273.0,1.83,0,47.5209,34.1620,46.3015,38.3821,0.0000,,,,,,,,,,,,,,,,,,,,,,461.2761,436.9470,,448.2407,493.0648,381.0046,,,,,,,,,,,,,,,,,,,,,,,,,402.8986,314.5850,734.4883,726.3658,494.9486,633.5174,727.7880,1187.1257,954.9067,548.7566,285.2759,286.0547,524.1828,709.2678,265.3795,282.8801,692.1566,381.4154,109.6561,294.1565,255.7341,169.1007,229.2574,126.7518,135.7206,184.6278,110.2987,97.4156,63.6521,68.7480,81.5609,62.4786,45.8865,58.7448,25.4768,57.5998,479.8178,347.3474,1015.8852,610.8580,634.5927,699.9517,492.8017,1096.0137,852.6518,336.3664,378.3669,503.5844,572.7418,568.5291,287.5465,254.3515,587.3503,274.8566,141.0929,273.0539,198.8081,129.7509,263.7657,204.3954,156.3732,197.1849,80.3611,82.4965,48.3242,73.6712,121.2162,51.6571,49.9970,51.7743,28.5798,80.5210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,387.2718,376.2668,841.4464,570.2675,621.4247,563.1933,618.5127,1136.3152,1035.9116,426.4461,294.3849,400.1016,451.4494,553.2121,264.2050,220.6960,533.8904,304.3106,142.8950,381.9591,238.8892,158.7963,225.6780,168.9678,122.6866,185.6901,109.5392,86.2407,68.3206,71.0687,98.3353,64.7110,40.3646,48.9008,32.4056,63.9110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL005,2000-01-07T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,67.0,42.9,19.4,12.7,,,,SYNTHETIC_ST048,12.470254,122.502049,-46.4,760,inferred,334.0,2.59,0,95.7639,80.3110,88.9336,33.6969,42.1754,,,,,,,,,,,,,,,,,,,,,,48.0532,56.3976,,54.4605,59.9066,46.2914,,,,,,,,,,,,,,,,,,,,,,,,,35.8496,73.2948,43.4540,63.5154,52.4351,55.1592,51.1315,48.3686,85.1191,62.8204,33.8673,94.7402,65.5338,59.7150,27.1374,27.2134,36.0167,21.7873,11.8942,19.0043,12.9088,36.9209,37.8221,15.3254,18.3782,16.1117,9.5706,15.9808,12.9768,8.8490,8.8032,5.3675,4.2026,4.0960,9.1175,5.7765,43.8293,69.0897,33.4200,71.0197,78.4773,85.5181,45.0925,54.7935,98.3134,57.8904,34.5906,104.4058,76.3212,47.7194,41.2985,32.4437,45.4488,14.8282,16.9891,20.3852,13.4392,36.0510,32.0342,15.4970,14.0400,16.9602,12.4149,13.7110,8.2666,6.2039,8.1636,5.1539,6.5564,2.5743,6.6526,6.3790,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51.1065,57.5486,35.1680,63.8261,60.5255,74.5360,41.8764,49.0740,81.4413,78.7511,43.3474,109.7036,74.9888,47.3256,35.8626,26.5179,40.8982,19.5752,16.8059,20.5716,16.9530,44.3405,31.5486,15.0359,18.8244,13.5244,10.4307,12.9521,11.5253,7.4440,10.5309,6.8980,5.6287,3.5482,9.0443,7.4888,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL005,2000-01-09T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,341.6,40.9,-122.2,10.0,,,,SYNTHETIC_ST049,13.509729,124.521974,365.0,350,inferred,296.9,1.10,0,152.4055,115.8293,146.8264,77.1021,0.0000,,,,,,,,,,,,,,,,,,,,,,41.0094,29.8857,,39.3511,43.2862,33.4485,,,,,,,,,,,,,,,,,,,,,,,,,65.7853,37.1673,53.1563,51.5441,45.9770,16.3227,57.1527,58.2561,39.3850,46.2458,22.1563,33.5505,62.7873,27.7725,58.8794,28.2110,14.5291,16.3528,19.9043,35.0419,10.8102,24.2349,13.3781,13.3640,11.0893,8.6684,9.5124,9.6838,9.2346,15.1759,9.2871,3.8614,5.2789,5.2087,5.9699,1.1708,44.5148,53.0706,66.7731,57.8237,52.6621,18.4301,51.0415,34.9405,40.1745,32.3886,19.0081,48.6203,67.0739,25.3307,48.1640,21.6048,18.3319,19.5640,14.3672,60.9523,12.6511,22.8700,17.4046,12.3689,11.6243,7.5888,6.2675,7.0200,8.8937,10.9934,6.6383,5.9582,5.3476,4.4901,8.0097,1.5605,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62.8394,42.7645,51.9980,51.4146,49.9816,20.1886,61.6023,45.1329,51.4037,44.7130,24.7040,37.8160,64.9721,34.1492,48.8774,21.7136,19.0395,20.8045,18.8785,47.4291,11.9691,20.1476,15.4283,11.3863,11.7954,8.7496,8.1947,8.9912,12.1546,11.8262,8.3854,5.1767,4.5487,5.2394,6.5880,1.6285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL005,2000-01-10T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,318.5,29.8,-25.0,11.1,,,,SYNTHETIC_ST050,12.489388,124.006346,123.0,300,inferred,167.9,2.41,0,97.2298,69.0193,93.0641,32.5720,39.1109,,,,,,,,,,,,,,,,,,,,,,38.4449,36.7103,,36.9196,40.6116,31.3817,,,,,,,,,,,,,,,,,,,,,,,,,24.5231,26.3649,34.8847,72.9392,48.6053,59.8948,40.7373,33.0845,43.7083,33.0588,35.7305,24.9519,25.4639,45.3484,17.6975,33.4808,28.8096,24.9446,27.1720,13.5553,16.1328,24.4085,26.0209,10.1659,8.0524,12.0896,7.2138,11.6752,7.6055,4.7589,4.5551,4.6879,7.5529,2.5557,3.6104,5.7819,25.9083,24.3606,41.6311,54.7516,57.5471,53.0578,41.9899,24.1948,46.1250,48.9872,45.5862,37.8084,19.0368,32.9479,15.0271,37.5775,26.7114,27.4309,32.2783,22.0139,19.1764,22.1793,26.2248,12.2347,6.6129,10.1514,7.7059,13.8499,6.6656,3.8266,4.8164,5.8970,7.6542,1.6557,4.9089,6.0171,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24.9754,33.2141,37.6448,62.8850,62.5616,50.5130,43.8817,25.5446,51.9859,44.0218,44.5592,34.5390,26.7280,46.1881,19.8080,33.7163,24.2735,31.1816,25.1298,18.1903,18.3663,20.6369,24.8548,11.7658,8.8645,10.1232,8.1236,13.7233,6.1907,4.7130,3.8139,5.4463,6.0710,2.2498,4.2766,4.9874,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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+SYNTHETIC_PHL006,2000-01-04T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,56.8,51.0,169.1,3.0,,,,SYNTHETIC_ST052,13.066238,123.448451,302.9,500,inferred,310.0,2.62,0,31.8490,24.2060,30.0541,-1.3274,6.4675,,,,,,,,,,,,,,,,,,,,,,312.6381,330.6780,,281.2880,309.4168,239.0948,,,,,,,,,,,,,,,,,,,,,,,,,275.8441,464.0326,303.4962,297.8207,474.0971,298.8947,569.4250,150.6952,183.8833,436.6364,352.1430,229.2338,340.0021,203.1906,305.6328,243.5587,95.7882,164.1356,223.4261,85.2384,115.6979,218.5257,81.4378,101.5433,280.0372,93.5288,63.1482,96.0008,32.4753,56.1177,60.2912,39.8159,70.7005,66.8999,47.1197,16.7713,207.0234,498.8956,258.8485,307.7867,468.4933,295.5198,779.2652,176.9066,224.7181,265.2187,273.4536,160.0882,326.6248,231.9946,373.9861,309.7933,106.3149,205.0275,196.1332,94.1378,117.3510,221.7481,99.6543,150.3320,231.6147,59.2057,67.1107,133.2853,38.0160,54.7146,46.4847,37.5613,67.6280,46.3364,34.9549,23.3414,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,241.7345,417.1154,319.9082,242.9535,373.6386,274.6527,695.3028,188.0743,244.0593,344.2565,281.2658,207.6081,279.3400,232.8092,288.3194,280.0232,121.6256,191.5056,201.1833,120.7015,104.0344,194.2326,110.7618,120.7548,218.7233,81.4040,71.6369,104.0613,37.9307,44.6017,59.2103,51.7019,58.8738,53.2752,40.7279,18.8907,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL006,2000-01-14T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,41.8,73.7,-1.8,5.4,,,,SYNTHETIC_ST053,14.839824,122.362363,370.0,450,inferred,395.8,1.90,0,220.2708,164.0106,199.6215,-34.1881,0.0000,,,,,,,,,,,,,,,,,,,,,,11.2314,8.8442,,11.5234,12.6758,9.7949,,,,,,,,,,,,,,,,,,,,,,,,,22.7013,9.0785,16.9681,6.4075,7.3441,15.5997,20.0126,8.1026,41.4884,11.8123,13.1890,10.3131,21.3592,57.3741,3.6216,9.0030,5.3397,6.9459,6.7879,6.1064,9.5584,4.6853,10.2515,3.5367,4.3158,2.4225,4.3489,2.3962,2.3478,1.8307,0.6823,2.5762,2.2163,1.3773,2.1377,0.7400,15.8214,12.5254,17.6112,10.0577,12.1284,18.3817,23.7320,9.6843,25.1949,13.6091,14.3785,8.3445,19.3384,54.3347,5.6727,8.7539,5.5115,9.5667,5.1473,7.0590,5.9520,5.1429,8.7649,3.1504,4.1622,3.0630,3.8335,3.0522,2.3110,1.9603,0.8920,3.7770,1.7566,1.3633,1.7234,0.8560,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.0567,10.4294,14.7554,7.7438,10.4546,18.4025,26.4513,10.4794,32.9930,12.1010,13.3504,11.4890,19.8983,46.1159,4.6575,7.6368,5.1928,8.2292,7.2262,6.4862,7.5105,4.1044,8.2524,3.8423,4.4618,3.2123,4.7222,2.3772,2.1230,1.8012,0.9093,2.9267,1.9956,1.3229,1.7096,0.7560,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL006,2000-01-02T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,30.0,72.6,-72.8,4.5,,,,SYNTHETIC_ST054,12.240761,123.481969,272.1,250,measured,192.9,2.18,0,93.0534,78.0591,91.1607,63.2080,36.2942,,,,,,,,,,,,,,,,,,,,,,82.4757,65.9511,,76.7726,84.4498,65.2567,,,,,,,,,,,,,,,,,,,,,,,,,125.4735,79.0969,93.0232,56.4622,61.3211,101.0753,40.2164,50.9178,56.7035,70.2984,104.4078,65.1405,74.7077,62.6099,61.2550,54.2821,38.5681,28.5167,36.9219,30.3084,27.2380,31.5734,22.9177,16.1876,30.9740,24.9302,29.7162,13.6130,11.4415,16.0034,13.5422,8.3442,14.5878,6.6251,7.4209,4.5987,125.2785,73.1874,64.1200,58.8845,64.2440,94.4935,48.4597,42.8208,61.4124,127.0479,104.4720,72.8750,82.9802,45.3543,69.8166,67.1491,44.4420,27.5085,34.6704,28.0598,27.2150,31.9409,26.0535,15.1724,23.8192,25.2563,18.9291,12.7164,17.1307,18.7979,15.2350,9.4479,15.0589,6.7759,7.1025,4.8486,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,154.4641,68.8867,91.1433,73.3268,50.2110,95.2523,43.8835,45.7000,80.0529,99.0772,95.8596,67.7507,84.8420,63.6025,54.6159,55.2268,37.0256,39.0344,28.6729,26.5340,27.4439,29.9381,23.0853,15.9173,25.0654,25.3355,26.5677,15.5968,13.7547,17.7128,17.3909,7.4050,12.7879,5.6152,6.4555,5.9151,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL006,2000-01-06T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,298.1,73.7,-168.5,7.6,,,,SYNTHETIC_ST055,12.780682,122.858560,178.8,500,inferred,183.6,2.04,0,41.7745,36.2206,39.6675,41.7283,2.1368,,,,,,,,,,,,,,,,,,,,,,244.9630,264.6398,,317.1400,348.8540,269.5690,,,,,,,,,,,,,,,,,,,,,,,,,461.8437,377.9814,289.1853,229.7228,321.0379,305.0480,365.7196,283.6174,391.3450,390.7746,493.6264,218.0524,248.9646,399.4033,158.3207,117.6933,223.8225,172.1572,182.8179,216.5480,71.4990,136.1288,74.4568,219.4102,168.3691,70.6879,47.9460,53.2677,54.6579,68.7449,79.8416,28.3658,42.5590,26.4670,33.4826,38.0325,488.5923,265.1586,407.4530,256.7325,324.9013,426.0262,396.7264,400.5612,399.0500,406.4181,329.0362,336.8748,245.3430,304.8342,118.5637,141.1464,326.0149,138.1917,188.5535,169.5090,64.1088,161.1504,46.1235,217.1630,99.6357,65.2487,51.4305,69.1422,30.9261,61.4935,67.9085,29.0745,40.3607,21.6978,42.1948,25.5582,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,540.3619,308.1467,365.7300,204.4083,333.4779,399.5206,312.7696,371.5934,320.1129,404.9853,433.1838,278.6030,258.4054,336.9107,157.8450,128.4320,282.9734,145.7648,193.3383,236.1317,90.8096,181.2955,57.7558,200.1725,135.6168,64.4835,54.6434,60.3536,43.8829,54.8962,82.5054,25.9946,34.5277,30.0448,37.1741,29.3652,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL006,2000-01-25T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,109.4,45.4,1.9,3.6,,,,SYNTHETIC_ST056,13.673103,124.154980,236.7,450,measured,339.8,1.15,0,130.1932,122.2488,117.8832,50.6133,0.0000,,,,,,,,,,,,,,,,,,,,,,30.3286,23.3779,,30.1928,33.2120,25.6638,,,,,,,,,,,,,,,,,,,,,,,,,30.7271,9.6825,35.2877,72.4186,33.7880,33.5008,48.5176,44.2522,28.1326,21.4456,22.8702,38.4591,22.0614,27.0750,16.1760,6.6993,15.5598,18.2329,11.9329,19.9684,14.4017,11.4913,9.3608,11.9559,4.4755,10.5557,8.8945,6.8718,4.2699,7.4436,8.2312,5.1060,6.2882,5.5430,4.9198,2.4642,33.0800,12.4402,37.9733,63.0568,42.2639,29.4046,32.4073,35.7364,34.1125,17.1013,20.6069,32.7415,18.9479,32.4814,13.4937,8.4274,12.2444,20.0105,15.5590,12.2910,13.6518,8.7364,7.6560,17.8074,4.4096,14.9085,8.7296,6.1567,5.5341,4.8356,7.8280,7.3526,5.4580,4.0378,4.4134,2.6155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,31.7022,13.7706,33.6408,57.3602,38.4163,28.1745,42.4659,43.8197,35.7044,22.6403,27.5920,34.7702,18.0357,25.0260,14.2016,8.3982,12.1483,17.9196,15.0268,15.9362,15.6243,11.3364,10.6810,15.2164,5.0680,13.0342,12.0109,6.9503,4.6092,6.2019,7.1142,6.4683,5.8541,4.4696,5.0938,3.2719,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL006,2000-01-17T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,68.2,48.6,142.9,7.3,,,,SYNTHETIC_ST057,13.223092,124.477026,374.4,760,measured,375.7,0.95,0,144.5779,104.8978,139.7628,134.8554,25.9205,,,,,,,,,,,,,,,,,,,,,,24.8024,40.8636,,34.8650,38.3515,29.6352,,,,,,,,,,,,,,,,,,,,,,,,,12.6055,56.9530,27.2806,37.8550,44.2377,30.2228,36.8968,47.3509,48.2119,39.9459,36.2505,18.0331,66.2173,18.7847,16.9535,14.3210,31.4654,28.0071,19.6748,17.2144,22.6461,27.8867,16.2911,22.5979,15.3982,15.6038,7.0947,5.8953,5.8556,4.5333,8.5991,4.2464,6.0613,3.7205,8.2386,1.4734,16.7151,51.1796,21.0744,37.3337,32.3992,31.8658,40.0361,40.1883,40.3842,38.1522,34.2170,19.1758,60.4851,15.5165,22.5369,12.7403,22.0082,34.1198,14.8304,13.0853,16.3378,26.0248,12.6870,16.4830,8.4035,17.7405,6.9629,4.2612,5.3145,4.5920,7.2166,2.9687,4.9483,3.2454,5.7805,2.3156,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.8795,48.0960,28.9886,39.3417,36.3860,39.7878,46.9173,50.1405,45.1133,42.7703,38.2513,23.3414,57.5162,20.1762,23.0228,15.1626,25.5465,33.0354,16.7999,15.9174,17.6820,27.2725,13.0653,18.8690,11.9994,14.7384,7.6444,5.8590,5.1207,5.8586,8.3172,3.3319,5.4642,3.8291,6.3875,2.0766,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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+SYNTHETIC_PHL006,2000-01-13T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,34.5,65.1,-96.1,4.4,,,,SYNTHETIC_ST059,12.710928,123.222470,391.3,250,inferred,270.7,0.53,0,34.6131,28.7134,34.6263,-12.0197,0.0000,,,,,,,,,,,,,,,,,,,,,,1239.3103,1567.9986,,1332.0875,1465.2963,1132.2744,,,,,,,,,,,,,,,,,,,,,,,,,2062.0514,1047.1849,2519.7354,1536.9331,1588.5018,1227.7252,1194.3819,1371.2118,1671.0884,1292.2203,2467.8202,1441.5172,1055.8493,1853.1425,390.7725,952.2078,742.7810,780.4690,1020.8706,277.3456,520.4476,511.8378,1083.6835,391.4322,332.2378,405.3960,372.3887,270.8397,345.7556,159.1929,399.6144,304.2332,140.7722,165.7276,220.7680,312.3952,1799.3761,870.5487,2290.9787,2435.8627,2031.7863,1462.5071,1045.0393,1486.3947,1509.6953,874.3220,2525.0702,1517.0508,1443.8532,1588.7660,593.1934,966.1813,610.6656,653.3201,855.7557,318.0033,617.9803,692.2835,766.0970,624.8679,269.4419,378.6413,410.6075,266.1397,317.6938,140.6076,413.0905,384.6404,231.6882,153.2672,224.5322,188.2027,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1679.2456,895.2154,2809.3320,2075.4595,1946.2910,1288.8093,1235.4295,1545.8981,1309.7897,1108.9189,2787.8527,1370.4407,1437.7217,1944.0528,476.4222,865.0803,576.1771,610.7726,1073.2255,382.3793,741.1479,606.8661,852.2520,482.9237,362.0370,463.6564,354.1797,330.8188,280.8214,197.2346,331.4298,328.0660,183.6364,139.7728,174.5619,254.5940,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL006,2000-01-02T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,274.7,55.2,127.6,6.2,,,,SYNTHETIC_ST060,14.484354,124.306385,387.2,550,inferred,76.5,1.12,0,204.9760,163.0349,198.9473,29.5801,50.2806,,,,,,,,,,,,,,,,,,,,,,15.4586,12.4516,,14.3444,15.7788,12.1927,,,,,,,,,,,,,,,,,,,,,,,,,20.4050,22.6842,13.7441,11.9515,9.5372,22.5354,24.8758,16.9457,18.7055,26.3473,16.0843,13.1450,11.1796,22.2289,5.9872,8.3894,4.8854,7.9310,5.8922,5.4720,5.5070,6.4620,6.8534,5.3172,4.4175,3.5669,7.8083,2.8952,4.7823,1.8027,1.6620,1.5201,2.8738,1.1699,2.1776,1.5903,19.2967,23.3713,16.0177,11.1857,13.3182,21.9736,25.6859,15.7259,16.1899,30.2736,11.3777,20.1498,9.6667,19.9001,6.4946,6.9425,8.1314,9.0559,5.6934,6.5008,4.2360,6.5407,5.0491,4.9521,3.3039,5.0995,4.7819,3.4281,6.4828,1.8340,2.0132,1.2632,2.1593,1.4718,1.5712,1.3916,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.4250,19.9618,17.1703,9.7209,11.8122,22.1961,23.7204,14.4295,19.2592,31.6996,13.3429,17.5068,13.3391,22.0665,6.5042,9.7120,6.5529,9.0463,6.8050,7.0958,4.9834,5.6332,6.4508,4.3835,3.8015,3.9284,6.7623,2.6501,5.7167,2.1827,1.6937,1.6808,2.2715,1.2146,1.7787,1.3917,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-11T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,204.5,67.9,149.0,19.6,,,,SYNTHETIC_ST061,12.090540,123.808097,180.5,300,inferred,168.5,1.45,0,89.7183,63.4283,86.8597,60.8323,39.9696,,,,,,,,,,,,,,,,,,,,,,106.5836,61.9932,,83.9760,92.3736,71.3796,,,,,,,,,,,,,,,,,,,,,,,,,160.1977,62.0332,155.4215,127.3468,135.9032,70.7807,108.1684,159.2087,122.6378,52.0140,98.3404,77.4264,165.9469,98.9793,118.2930,53.3719,33.8267,32.9817,58.2707,56.6013,28.5205,42.4406,56.1825,34.8822,30.9983,11.1189,23.8010,9.0402,27.1876,13.4133,7.3922,8.6526,6.8304,13.9580,10.1399,7.4862,169.3101,50.5464,213.8995,85.8680,206.7919,82.1079,102.4300,119.4381,73.6991,69.2197,145.8918,56.0343,140.7201,83.3159,88.3954,56.4701,32.3014,47.5403,42.2858,72.3104,22.3711,41.1820,57.3962,59.1454,47.9560,17.0668,23.8758,10.7774,23.6372,13.8418,7.2828,8.0244,5.9365,9.6970,9.0025,7.7184,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,171.9117,57.2578,193.5862,119.9102,165.8572,80.9234,111.1930,127.7873,94.7920,55.7256,119.3614,70.4596,158.7926,101.4783,91.3705,62.9309,32.4776,43.7040,46.5668,60.5585,23.5725,44.2438,51.2872,48.0339,39.0034,15.0246,19.1736,11.6989,23.5750,16.7897,10.1711,8.8550,7.2694,12.4021,9.1999,6.8416,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-24T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,140.7,24.7,94.9,18.9,,,,SYNTHETIC_ST062,13.190469,122.429750,103.5,450,inferred,78.3,1.40,0,113.9249,100.4927,114.7519,-26.6750,0.0000,,,,,,,,,,,,,,,,,,,,,,20.5552,17.8474,,24.7652,27.2417,21.0504,,,,,,,,,,,,,,,,,,,,,,,,,25.1921,24.6010,21.0217,9.4777,37.3747,13.3934,10.1381,49.9418,51.7152,14.2547,35.0945,26.2317,25.2179,19.2101,13.5353,24.4150,11.0978,16.5008,24.4983,13.2219,5.8857,7.6949,9.4778,16.9051,7.0223,11.8724,2.2226,4.0958,5.2324,2.4024,3.5178,4.6676,2.7071,2.4093,3.6505,2.6119,27.0815,22.4807,19.9108,9.1064,27.4905,11.9908,9.1607,37.7426,34.5581,16.9120,27.5323,32.6203,27.8265,22.4854,10.2647,22.3805,11.7625,20.0919,22.9076,21.0039,5.8275,6.6925,6.8618,13.8107,6.2098,9.1911,2.8321,2.9288,3.5926,2.2810,6.1038,5.5875,3.3919,2.1097,2.9863,1.9430,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22.5323,20.7270,22.4982,12.9574,29.7263,15.8854,11.2362,45.3452,43.1582,17.8132,33.8348,31.8241,30.4465,23.8880,13.8785,20.5332,13.3525,15.5768,18.9276,16.4682,5.2655,5.9956,7.7031,13.9604,6.6814,10.9488,2.6473,3.3082,4.8816,2.5980,4.8673,4.4082,3.1229,2.0837,4.1812,2.1619,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-03T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,343.3,23.1,177.1,17.4,,,,SYNTHETIC_ST063,13.960373,123.454995,448.6,550,inferred,67.7,0.93,0,130.1744,106.0200,127.3581,-2.2838,14.2740,,,,,,,,,,,,,,,,,,,,,,58.4237,66.8146,,56.7601,62.4362,48.2461,,,,,,,,,,,,,,,,,,,,,,,,,48.6642,33.2480,68.2836,67.3737,117.1191,82.5284,55.6560,67.3036,78.7531,104.4492,91.6421,42.1848,71.7156,69.5024,35.6001,25.4931,49.1219,16.7740,103.6885,40.8100,28.3802,19.2150,25.6988,16.3519,20.1341,21.7919,20.2610,14.3648,14.1751,11.0117,5.2395,9.2591,6.3167,10.4830,5.4348,8.8734,59.4208,34.0818,76.0892,43.1841,95.1131,87.4979,62.1937,52.3298,65.0927,121.3222,71.5417,50.2999,65.2902,39.0709,33.2958,25.1521,39.9053,27.8009,62.0047,44.9160,28.0918,16.3695,32.5755,20.7645,24.6818,29.3770,12.6123,10.4292,13.9054,12.5879,8.7251,10.7987,6.4401,10.5852,5.2921,8.9488,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59.1572,41.6383,71.5453,52.6096,96.1999,89.0629,58.3630,52.9011,68.0574,118.6735,88.8254,48.4918,72.5495,55.6162,29.2525,26.8492,42.8894,22.5840,80.0385,35.2488,24.4076,17.7754,34.9823,16.5734,21.9601,27.6291,15.9969,13.0879,18.4083,9.8000,7.0027,9.6840,6.3143,9.1927,4.3319,7.5293,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-23T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,150.4,45.0,-76.2,20.4,,,,SYNTHETIC_ST064,13.364029,123.329187,361.6,760,measured,87.0,0.97,0,64.1523,60.6186,68.7621,-31.9243,0.0000,,,,,,,,,,,,,,,,,,,,,,87.4195,111.0812,,111.9902,123.1893,95.1917,,,,,,,,,,,,,,,,,,,,,,,,,100.0684,95.0803,166.1775,94.1108,135.3552,136.2238,161.4858,92.7592,237.2701,87.5571,114.2356,158.0469,101.2928,84.7475,61.4563,108.4149,124.6989,81.5220,104.5811,65.8680,40.2934,17.7491,63.7023,47.3662,34.1178,30.9112,60.9844,21.1074,18.2533,35.1395,18.8540,18.1392,26.2588,12.2916,14.7387,9.8839,79.6065,133.2467,157.5709,121.7598,135.9955,129.8502,188.4029,112.9940,146.6082,124.4625,76.8736,183.9628,82.7287,80.4225,74.0588,104.8640,159.1725,46.4705,94.7231,75.3339,43.7753,27.3829,72.1817,42.1827,39.3798,23.8855,67.7487,14.3319,19.7877,33.5678,14.2007,19.6269,27.0052,12.7277,13.0329,16.7823,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,96.1960,115.8718,128.8429,97.5810,180.9837,175.8159,162.9332,131.4421,202.1859,105.9191,89.4398,159.3928,91.3275,95.3147,57.6251,88.5854,132.5054,64.9566,82.3061,77.5718,39.9360,25.2880,58.9690,36.9541,34.4373,26.2766,61.8708,18.8509,16.1940,28.6679,18.8775,15.1234,21.2133,12.4246,11.6371,12.9492,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-18T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,228.1,49.5,106.4,21.0,,,,SYNTHETIC_ST065,13.132820,125.238738,129.6,300,inferred,105.0,1.94,0,203.0536,157.8312,188.6367,43.5455,86.9592,,,,,,,,,,,,,,,,,,,,,,10.2136,6.0159,,8.1428,8.9571,6.9214,,,,,,,,,,,,,,,,,,,,,,,,,8.5299,9.0049,6.3446,7.8723,10.6146,13.3557,17.5981,9.3804,6.2370,12.1459,5.2142,10.8480,10.4225,7.3172,10.0380,4.5939,4.9217,6.5172,2.6706,5.9718,5.7853,4.7845,6.8328,3.0817,3.6483,1.5417,1.8713,1.7835,2.7369,1.3340,0.6317,0.8523,0.7277,1.0111,1.0239,1.2148,11.7327,9.6536,4.7701,6.9024,12.3894,9.9358,18.3927,7.2434,6.3797,7.4762,5.0063,7.9658,7.6927,8.0743,10.5733,5.1569,3.8204,5.0114,3.9069,8.5248,6.0333,4.4476,6.3959,1.9653,4.7866,1.5855,2.8609,1.6373,3.2265,2.2960,0.7823,1.0666,1.0420,1.3378,1.5755,1.0434,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.4155,8.2435,4.9577,9.0012,11.7400,12.7965,19.8172,8.8995,6.6857,9.6369,4.7478,8.9548,8.7607,9.2805,8.7421,5.1496,4.4213,6.0420,3.0525,7.5437,4.7858,3.8157,5.6280,2.4705,5.1173,1.6960,2.5183,1.5914,3.6088,1.8212,0.7159,0.8614,0.8811,1.1022,1.3451,0.9420,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-14T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,349.1,57.6,-34.6,22.8,,,,SYNTHETIC_ST066,13.053478,123.546139,145.6,500,inferred,111.5,1.72,0,33.3107,24.4902,41.4198,9.0989,1.2305,,,,,,,,,,,,,,,,,,,,,,154.4584,176.6588,,138.8027,152.6830,117.9823,,,,,,,,,,,,,,,,,,,,,,,,,129.6327,119.8475,177.2053,94.3146,239.1184,138.9820,141.0419,111.3049,127.5344,83.5219,188.5428,123.0280,170.8362,111.4372,172.3901,102.0398,116.2792,91.8674,115.2616,134.1950,46.6850,57.8581,95.4228,42.9809,53.4024,28.1404,50.6153,40.5727,37.2869,17.8448,28.0468,21.6330,19.7669,16.9601,19.8764,14.0042,136.8543,127.6753,223.6584,79.1084,218.3986,203.2288,144.6553,136.3359,92.9022,140.9190,113.0011,121.6252,177.5073,115.9599,166.8863,133.7302,76.2344,97.3571,68.6316,104.5765,62.0197,72.7604,89.3707,46.5053,37.6770,22.7204,48.8476,55.3179,41.1438,24.6488,37.4995,17.2586,18.0824,26.0365,22.5014,15.2572,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,116.2545,109.4386,204.8309,102.4720,217.1286,194.7029,122.9428,137.6415,122.2937,113.1581,158.7434,119.0245,168.9205,98.7700,134.7420,126.2247,98.5160,118.1894,95.1891,104.1921,48.9448,82.6484,81.5802,44.4498,41.3456,27.5097,60.0946,46.1145,44.9444,22.9635,30.1881,23.0129,17.7011,22.8469,24.3710,12.7964,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-03T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,118.6,25.3,147.3,18.3,,,,SYNTHETIC_ST067,12.205669,122.642854,34.4,300,inferred,75.6,2.50,0,104.6736,92.2261,97.1348,-40.1646,0.0000,,,,,,,,,,,,,,,,,,,,,,41.8856,36.7761,,48.4681,53.3150,41.1979,,,,,,,,,,,,,,,,,,,,,,,,,83.6144,69.2484,52.5787,50.0121,40.2671,54.2179,47.3697,42.8583,29.1691,57.8314,69.2175,51.1702,127.4404,34.4782,36.9390,49.5710,21.1232,41.4796,33.1016,26.3403,23.0423,26.8808,23.0660,11.6654,12.9872,12.7620,23.3543,23.0845,12.4188,10.4604,10.6411,6.4649,6.1179,7.7570,13.3462,5.3740,54.1114,90.8775,45.1976,57.3794,39.9630,70.0625,69.3579,51.0978,32.6943,56.1191,91.6791,43.5467,120.9306,32.6538,32.8314,54.9707,27.2821,43.0784,22.8481,18.9200,33.2544,23.4320,14.3190,10.7519,11.8730,17.3026,20.7558,23.9551,10.8846,16.4275,11.4133,7.5589,8.3518,9.5156,13.4734,4.6627,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64.9336,89.4565,42.9107,54.9982,46.3268,60.8645,58.5966,41.5695,30.9785,51.2720,88.1076,47.2261,109.2487,35.7889,37.6468,43.8262,25.2290,35.6861,30.6268,25.2014,26.4395,21.1820,18.3141,10.5468,16.7617,18.1181,22.8831,18.4341,9.8020,13.0573,9.1874,8.2885,8.3744,8.5924,11.1308,5.4290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-01T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,221.6,39.7,-52.6,23.0,,,,SYNTHETIC_ST068,12.809757,124.733986,166.5,760,measured,358.3,0.97,0,144.8778,140.2052,146.0694,111.9221,0.0000,,,,,,,,,,,,,,,,,,,,,,8.9022,7.4205,,9.7535,10.7288,8.2905,,,,,,,,,,,,,,,,,,,,,,,,,8.6356,7.8925,11.4565,14.0193,10.7048,23.9819,8.1051,11.9929,17.2714,9.2301,5.4296,11.3795,11.0323,7.4618,5.8101,3.1646,2.6794,5.0525,4.4871,4.0226,4.9208,7.1524,3.1986,8.0712,3.4873,3.0920,3.4692,2.2916,2.0844,2.0955,1.3744,1.7762,1.1231,1.1146,1.4266,1.3663,6.7831,10.1160,12.8489,15.2535,13.4736,15.8822,10.8208,11.9148,18.6913,9.4991,6.0182,13.0346,11.7028,9.3477,5.8016,3.5227,3.5231,7.1766,5.0925,2.9517,6.7182,7.6106,4.3890,7.6269,2.8391,2.3966,3.3706,2.5652,1.9508,1.6276,1.4842,1.7338,1.0534,1.1085,1.6958,0.8345,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.5621,10.1930,13.7096,15.9388,13.9892,19.9249,8.8528,14.6420,15.0663,11.5929,6.3173,11.0473,9.5218,7.4535,7.5865,4.4404,3.1826,5.5811,5.1359,3.4781,5.7914,5.8699,3.9052,6.8055,2.6918,2.8611,2.6805,2.3976,2.2072,1.9403,1.3663,2.0125,1.1811,1.5300,1.7247,1.0974,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-12T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,267.5,55.3,37.7,21.6,,,,SYNTHETIC_ST069,14.540387,124.157116,150.0,760,measured,124.9,1.96,0,211.1064,148.6397,193.3830,69.1695,85.1565,,,,,,,,,,,,,,,,,,,,,,2.8076,2.8504,,3.7318,4.1050,3.1720,,,,,,,,,,,,,,,,,,,,,,,,,6.7009,11.4573,4.0672,8.4042,6.5509,2.7424,4.5781,4.5043,1.9462,5.2924,6.5409,5.8138,6.3113,5.6992,2.3564,3.1633,2.4277,2.2451,1.4678,1.4477,2.0483,1.3096,1.5377,1.3888,0.8480,1.0710,1.0214,0.7206,1.2641,0.5685,1.5333,0.3708,0.7615,0.2944,0.2491,0.2800,6.5975,11.0850,4.8236,6.9098,7.6958,3.3576,5.0168,3.9488,2.2812,5.4237,6.0423,3.9673,3.6499,4.7801,2.3301,3.2638,2.7660,2.2712,2.6162,1.0935,1.4841,1.6012,1.9044,2.1800,1.4944,1.5155,1.2141,0.5028,2.0075,0.3733,1.9110,0.5720,0.7881,0.3352,0.3137,0.2595,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2176,9.3117,4.9858,7.8441,6.6539,3.5309,4.0623,4.3469,2.1163,5.3475,5.1444,4.5403,4.9559,4.7944,2.3114,3.1458,2.5988,2.1522,2.0810,1.2785,1.6907,1.5695,1.7572,1.7810,1.1602,1.3914,0.9461,0.5857,1.6203,0.5286,1.6789,0.5227,0.6238,0.2645,0.2916,0.2901,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-16T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,33.7,30.9,-113.4,17.8,,,,SYNTHETIC_ST070,14.069130,123.778767,422.0,300,inferred,91.8,1.73,0,147.9675,135.9737,141.7518,22.3217,0.0000,,,,,,,,,,,,,,,,,,,,,,12.1044,11.5815,,10.6395,11.7034,9.0436,,,,,,,,,,,,,,,,,,,,,,,,,10.6842,12.0762,17.7318,9.7373,11.3961,4.6855,9.1454,5.4492,14.4614,8.5032,7.0612,18.5413,10.3528,15.9309,8.2757,10.1837,7.2209,8.6811,5.9761,13.1934,4.1099,4.8315,9.3880,7.0655,2.5574,3.1521,2.3825,1.9965,2.0020,1.5145,1.4409,1.4254,2.6428,1.1064,1.1254,1.5157,12.4045,8.4123,18.2551,13.0157,9.9447,7.8654,10.6913,5.7065,14.4021,12.7100,8.4956,17.2706,9.5798,15.3776,9.5398,12.1555,9.6658,12.0371,7.9001,8.4824,6.8774,5.6506,9.2787,5.3644,1.8243,2.5235,3.9057,2.2925,1.8825,0.9487,1.7469,1.2011,1.7962,1.9022,1.2046,1.2880,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.2453,11.3424,14.2369,12.8099,10.7310,6.5767,12.5927,7.2641,11.2996,11.1327,8.5966,17.8675,13.0600,14.2849,10.8649,10.1137,10.1077,11.0107,6.4200,11.0528,5.4003,5.2838,7.4988,6.6486,2.3088,2.8646,3.1252,1.8199,2.6842,1.2021,1.5421,1.2169,2.0716,1.4668,1.2623,1.3581,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-19T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,257.4,51.6,99.6,18.1,,,,SYNTHETIC_ST071,12.020469,123.614014,391.2,550,inferred,103.3,0.72,0,88.8325,75.4304,86.9185,26.7080,15.3442,,,,,,,,,,,,,,,,,,,,,,44.7078,40.0734,,48.7530,53.6283,41.4401,,,,,,,,,,,,,,,,,,,,,,,,,44.0754,32.2862,48.8145,52.9267,46.1032,37.9744,47.7291,86.5518,61.2292,39.8523,34.0602,62.0492,62.3812,83.4375,49.2892,21.8795,29.7924,28.7512,40.1960,24.5677,14.7340,18.9882,25.7196,29.5830,20.0385,13.6258,8.0654,7.4843,11.9790,6.3900,8.6228,7.1068,4.7011,6.5571,3.5001,3.7065,33.4087,52.5457,64.4243,65.1207,56.2954,52.2336,69.2365,73.9409,63.8337,29.9887,33.9147,49.1727,52.8355,64.5611,42.0211,21.0018,29.1620,29.2521,30.8080,20.8087,22.1765,26.0402,21.1039,31.8656,14.0682,11.7715,6.3670,6.6220,15.2381,6.1194,7.3660,10.8850,4.1822,5.0262,3.6302,4.1066,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,36.4152,42.1439,53.2609,54.2153,44.7213,45.4918,61.9583,77.4392,83.5951,37.7263,43.2163,51.7663,53.8117,65.7371,43.4828,28.5350,27.4465,30.6571,31.6767,23.5494,17.6162,20.4937,22.4452,24.7867,18.8500,12.4822,8.6886,8.6830,13.0544,8.0110,10.4247,8.6559,5.5687,5.0756,4.8023,3.2202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL007,2000-01-04T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,180.8,66.5,-171.5,18.2,,,,SYNTHETIC_ST072,12.789960,122.631950,164.9,400,inferred,201.2,2.67,0,83.0672,60.5738,84.1683,9.2146,26.4998,,,,,,,,,,,,,,,,,,,,,,141.2188,155.7403,,195.4735,215.0208,166.1525,,,,,,,,,,,,,,,,,,,,,,,,,201.4409,149.7805,216.4717,176.9328,181.0286,134.2455,89.4780,136.8508,441.3988,273.8316,334.5366,258.0327,111.9619,149.5589,130.8113,170.0298,148.8421,98.9455,83.2069,138.3014,50.1959,76.5660,120.5250,25.1802,46.3638,34.9399,71.5350,33.4784,16.5417,24.3558,23.5426,32.5160,22.0755,39.9179,24.2544,25.7645,238.1716,148.0748,248.0329,228.9704,150.9876,150.7583,139.3640,104.0160,360.1454,160.1720,460.9879,270.8751,122.5090,211.1287,113.3974,169.4249,149.9575,76.5766,94.3306,120.3511,42.3916,78.3542,213.6844,40.2739,44.6350,39.3414,64.3490,36.1192,17.4642,40.6157,18.4826,38.1601,27.9391,49.3264,30.1207,16.3155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,187.2873,178.5349,191.3760,176.7610,155.9003,172.3928,123.5871,123.3197,346.2469,211.1851,377.6979,218.9632,139.6329,201.8619,116.1329,131.6340,118.6469,77.1199,88.0105,124.7813,56.5150,80.7730,166.1027,34.2945,58.4857,37.7528,58.4200,36.8152,21.6098,31.8373,25.0210,35.9112,28.7219,38.8666,23.3008,22.1245,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-03T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,98.6,24.9,134.6,13.3,,,,SYNTHETIC_ST073,14.108775,122.240010,210.4,250,inferred,179.5,1.04,0,107.0489,105.5281,107.1190,56.2550,0.0000,,,,,,,,,,,,,,,,,,,,,,84.4153,55.3582,,68.3058,75.1363,58.0599,,,,,,,,,,,,,,,,,,,,,,,,,45.5395,27.9575,134.6986,52.0972,82.3745,118.1663,59.0712,125.0061,134.8888,195.2398,69.7622,72.4882,71.1201,53.0827,34.9084,36.0511,18.9161,24.9414,14.9912,37.8956,25.8000,44.7032,24.6556,14.7558,27.9468,18.3108,14.0368,20.6500,25.0062,13.1329,7.2488,5.9553,5.0430,12.0272,3.5404,4.1360,76.9293,26.0798,105.2934,39.1769,68.8143,78.2956,54.5617,119.4066,128.6513,154.8649,92.1344,82.6940,68.2194,36.5988,24.7218,28.2028,18.6604,24.8365,15.0424,49.2684,24.7828,31.3753,19.1482,17.7886,35.1578,20.6213,8.5735,19.4466,15.1329,13.8143,8.5618,8.3961,3.7602,15.5399,4.5046,5.5754,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62.1916,31.8371,106.4672,40.7215,66.0285,95.5831,52.1078,104.6863,112.8643,154.9164,78.3982,63.9580,56.1773,50.6985,30.4233,33.9923,22.9048,27.0469,17.0129,37.9154,27.2028,34.8036,19.6333,18.5004,32.0852,16.3306,11.2879,27.3951,19.8541,12.7896,7.2342,7.2000,4.8916,13.2114,3.6187,4.4118,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-14T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,11.8,21.6,104.6,11.0,,,,SYNTHETIC_ST074,12.273099,123.091743,97.2,760,inferred,217.2,2.35,0,123.7046,116.1019,122.9882,15.1012,0.0000,,,,,,,,,,,,,,,,,,,,,,23.9541,21.5806,,26.9002,29.5902,22.8652,,,,,,,,,,,,,,,,,,,,,,,,,20.3020,25.4295,58.3218,34.8632,18.4430,41.4055,39.8522,51.1792,26.4964,26.7836,39.0376,44.0624,27.5370,8.4090,21.7061,24.1274,11.7834,12.2954,20.4977,9.6054,16.1144,10.7968,11.6883,5.8045,13.0618,5.0917,6.4633,3.6958,6.2164,4.2320,3.3345,2.5207,2.9030,3.2641,2.0222,3.4512,18.3645,22.2497,76.9717,42.4243,19.4525,28.5274,49.3164,49.2305,25.0745,44.0262,48.8231,30.2109,29.7253,11.3045,20.4716,18.8834,12.3567,22.2330,12.6220,10.4874,16.6600,9.9540,12.6723,6.6881,10.7219,7.1934,4.1049,3.7055,8.9579,3.8362,3.8154,2.7915,2.7804,2.2717,3.0121,3.1004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.6450,23.7712,60.9129,37.3169,23.1969,36.7717,42.6132,40.9434,35.0504,37.8876,38.0408,42.2427,25.4813,10.3567,18.0242,20.3734,15.7158,17.2232,16.3156,12.2346,13.3533,13.0904,11.7837,7.0258,13.4585,5.7909,5.3288,4.0807,8.8425,4.9630,3.2989,3.0377,3.7068,2.9276,2.6778,3.1629,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-25T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,211.5,29.9,-105.9,11.7,,,,SYNTHETIC_ST075,12.446019,123.224877,470.5,550,inferred,184.7,1.62,0,109.1578,98.9098,101.4822,90.7071,0.0000,,,,,,,,,,,,,,,,,,,,,,44.8711,36.6081,,42.4194,46.6613,36.0565,,,,,,,,,,,,,,,,,,,,,,,,,51.0348,33.8173,62.5368,75.7916,28.5325,68.6250,50.1015,43.6010,46.8226,88.4533,48.9848,39.6749,41.8034,43.4122,12.6045,26.2098,13.0192,24.4054,26.4315,15.6210,22.2984,19.5080,17.9051,14.8302,14.5796,8.1947,14.5475,7.1812,28.0859,7.6910,5.3641,7.4558,4.0544,4.0580,2.1586,3.8913,43.7789,45.9454,50.8880,84.1594,32.9379,56.1865,40.4740,48.5382,52.8699,64.8295,42.0385,37.7206,52.1776,40.4196,13.1282,18.0659,17.7746,30.7354,26.2781,25.7159,14.9897,11.0059,17.8424,18.0920,13.5281,12.7629,10.6335,7.8204,27.1746,11.0172,8.8767,6.7155,4.2435,6.4247,3.6297,3.7840,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,57.2621,37.0906,52.4812,88.9742,26.8585,73.0843,42.2646,52.5876,59.4932,78.2716,47.0789,45.5945,50.3366,36.6516,12.0690,22.0614,17.8396,31.6315,24.9152,21.9797,21.3289,15.2393,17.5526,15.1030,15.3623,10.9575,14.6016,7.2100,22.5358,9.2173,6.8486,8.9206,3.5739,5.7727,2.9510,4.4091,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-19T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,319.6,78.0,-31.2,13.3,,,,SYNTHETIC_ST076,11.861118,122.250145,158.8,450,inferred,66.5,1.82,0,180.0593,132.5183,173.4191,-3.7814,0.0000,,,,,,,,,,,,,,,,,,,,,,28.7891,30.1651,,27.5038,30.2542,23.3782,,,,,,,,,,,,,,,,,,,,,,,,,42.9496,23.4120,52.3385,42.0235,50.4896,40.5162,27.4000,36.3872,30.1402,22.3149,40.5052,40.5580,25.5147,44.7932,31.0525,36.2165,25.9429,21.6503,12.4784,11.2570,22.0626,13.7980,7.6316,8.8563,8.7435,6.5401,9.2677,6.8178,4.5407,2.9755,4.8232,6.3722,3.2907,2.9211,2.9553,5.0275,31.5185,23.9426,46.8625,30.3268,48.5497,58.1659,35.0076,43.4917,24.5606,27.7843,38.4776,46.9926,28.2553,39.9224,22.8582,23.7902,22.9460,12.9341,12.5213,13.2820,18.4672,14.8247,7.3556,8.6895,8.6184,5.6257,9.7636,5.5466,4.3428,2.3078,3.1999,7.1248,2.2304,2.4369,2.6637,4.5970,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,37.7241,27.2776,42.7699,36.8252,68.5850,48.8335,33.2041,35.7935,30.9952,22.2546,31.5206,40.2330,31.9526,36.6587,27.0724,29.2905,26.7017,17.2354,12.4620,15.3806,19.3667,15.7439,7.6609,7.9881,11.9466,7.6074,8.6442,7.2906,5.2740,2.5400,4.2297,6.3598,2.6452,3.2856,3.7642,5.1053,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-19T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,244.8,37.4,-97.8,13.0,,,,SYNTHETIC_ST077,13.970105,123.164857,-7.7,250,inferred,306.9,2.44,0,74.6388,65.3050,76.5447,17.3506,0.0000,,,,,,,,,,,,,,,,,,,,,,276.0593,429.4692,,363.2380,399.5618,308.7523,,,,,,,,,,,,,,,,,,,,,,,,,498.3260,320.1073,532.7361,357.7123,657.4253,321.7201,334.0404,456.8609,1245.7878,241.1450,399.5044,367.7088,792.4262,480.1572,484.1883,222.2325,320.3107,277.0093,98.2649,246.9961,136.3622,141.8269,196.6331,143.8756,97.0718,156.8785,99.2369,42.3671,62.0006,62.7874,46.0058,51.0370,73.5893,60.4648,40.6708,27.8791,549.7342,248.4147,653.6767,388.7387,650.4910,344.7124,400.7228,359.0377,1330.2248,400.7716,329.7027,446.6553,751.5029,474.5654,582.3926,237.7997,206.4543,214.0163,90.4262,225.9090,161.4878,168.3325,167.9324,101.8633,127.8663,149.7103,126.3873,29.5083,52.1769,109.9667,59.9750,50.7627,62.1938,58.3467,60.2451,30.0314,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,552.8317,291.5248,546.2557,353.9258,539.2813,318.0355,423.5113,499.6748,1190.3752,320.0059,431.1197,358.0592,613.1436,528.0474,459.6047,212.1126,266.8137,235.6492,128.2640,222.8093,156.0442,191.9771,202.2319,144.8869,106.5139,127.8310,99.1183,37.5622,54.3945,87.2917,54.1731,41.0761,58.7719,49.3365,51.9087,34.0107,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-23T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,112.8,76.1,76.5,13.2,,,,SYNTHETIC_ST078,15.150771,122.320355,203.6,450,inferred,182.5,1.55,0,207.2599,196.9292,203.5132,-73.7714,34.9440,,,,,,,,,,,,,,,,,,,,,,32.1928,24.3823,,34.0248,37.4273,28.9211,,,,,,,,,,,,,,,,,,,,,,,,,14.6454,27.5704,28.5411,57.4785,35.8197,32.8329,25.3046,42.7381,46.9935,32.1967,20.6596,17.1410,30.7453,31.0833,22.5736,15.8070,13.2061,17.2276,12.7784,23.5296,24.0813,12.3308,6.9870,16.7742,11.2558,7.1406,4.9069,6.0895,6.3462,4.6742,4.0027,3.4963,2.2061,3.9791,2.8601,2.3351,17.7352,22.7303,37.7169,48.4454,26.7601,33.9544,41.3655,35.2942,42.7119,50.0220,23.2350,24.9382,33.6919,31.2951,25.3457,14.3924,14.3289,20.9976,15.5825,21.7515,22.3813,10.8569,10.2633,12.2987,9.9806,8.2757,5.8722,7.5692,6.7649,5.8321,2.7094,3.5903,3.2833,5.2793,2.3782,3.4616,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.3750,25.7878,36.7624,55.3026,38.0346,27.7191,34.5307,39.2119,47.5219,43.7147,28.2308,21.7942,27.8135,35.3005,22.7792,20.5600,17.4196,17.5033,16.5291,18.2454,20.1853,10.1439,8.6165,15.3262,11.4192,6.4884,5.2497,7.9664,6.5140,6.6149,3.7342,2.8100,2.5471,4.3504,2.5452,3.1655,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-16T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,218.1,30.8,75.1,13.0,,,,SYNTHETIC_ST079,14.562749,121.975387,136.6,450,inferred,270.4,1.15,0,164.4532,147.6022,161.8779,145.5765,0.0000,,,,,,,,,,,,,,,,,,,,,,51.3342,48.3353,,45.8889,50.4778,39.0056,,,,,,,,,,,,,,,,,,,,,,,,,34.8890,36.3616,36.4417,26.2012,59.0842,67.8855,41.4454,48.7387,55.0324,25.4607,53.3356,69.9143,68.7344,49.5322,60.8331,50.0664,24.1948,34.2642,17.7313,18.1625,16.9010,15.0766,31.3117,17.9547,8.7102,14.4964,11.8420,9.9975,10.1442,9.3763,12.7984,12.1564,4.8415,5.2825,4.3378,4.0559,34.9643,57.7421,47.7403,24.5816,63.5200,62.8261,57.1934,41.4110,46.1770,28.5388,67.6433,55.2773,76.5187,52.4553,38.9461,47.5701,21.6901,25.4284,20.3721,18.3946,14.1321,14.6899,34.9506,23.3675,11.4437,24.2335,16.2181,6.4940,11.8621,7.7994,12.2772,12.4338,3.1895,3.1521,6.2759,2.3976,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33.2773,50.6631,43.4336,29.3015,50.8013,55.2610,44.5434,57.3201,47.8559,35.4766,69.7565,67.6232,69.1033,51.5725,51.8168,66.0748,30.8474,28.1155,15.9825,22.3104,14.1249,12.4389,32.5037,23.1281,11.4525,20.3165,13.5502,8.1715,11.6221,8.7896,11.9478,9.6314,4.4338,4.2849,5.2736,3.2515,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-03T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,319.5,48.7,-133.4,11.7,,,,SYNTHETIC_ST080,13.430805,121.219161,260.1,250,inferred,59.5,1.74,0,178.5074,175.8248,179.0727,70.9070,40.8252,,,,,,,,,,,,,,,,,,,,,,52.2539,56.9470,,62.5685,68.8253,53.1832,,,,,,,,,,,,,,,,,,,,,,,,,42.8767,88.9193,73.9013,59.7026,45.6022,83.7863,86.4348,71.6212,65.1746,57.0220,56.9588,54.3980,70.3317,59.6707,80.5031,19.0878,62.5089,61.9794,37.8680,24.8550,26.8129,42.4815,11.9947,45.0255,16.5512,20.1035,19.8760,19.2730,15.6350,11.8503,9.4033,6.7976,5.6823,7.2952,14.9569,5.2401,29.2632,50.5658,64.3764,38.2288,38.1591,76.9779,100.3966,71.2126,60.9316,69.2767,92.4740,37.7758,63.4984,71.2878,97.1518,19.0774,85.2528,64.6154,39.5229,29.4491,30.8300,50.5783,9.0357,43.4957,12.4104,20.7734,23.8825,10.8012,13.0706,6.8174,12.2884,5.8709,6.1101,11.7510,11.7006,3.7543,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,34.9765,70.6411,69.3985,53.7785,49.2285,74.7557,80.8261,78.6119,86.3017,60.1600,78.2974,44.4445,73.0238,67.1608,103.4971,17.4389,75.9049,52.1688,42.9522,24.1113,30.0824,55.7041,12.0948,36.1004,16.0414,17.7132,20.6147,15.1538,14.8488,9.2649,13.2197,7.0338,5.5737,10.1494,12.9757,4.3781,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-22T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,103.5,79.5,12.5,13.5,,,,SYNTHETIC_ST081,12.774349,122.880296,-35.0,300,inferred,293.3,2.42,0,65.5798,64.1744,66.5268,41.2235,23.9483,,,,,,,,,,,,,,,,,,,,,,45.1895,67.3668,,52.7877,58.0665,44.8696,,,,,,,,,,,,,,,,,,,,,,,,,39.6938,50.2865,102.6204,61.4998,37.8608,70.4829,87.5585,80.6369,23.1623,43.6049,87.0939,100.8984,36.2274,44.3923,62.1716,27.3822,49.4215,30.3649,33.8880,40.6170,11.9171,14.2798,21.6348,17.5538,11.4828,10.5624,35.4159,14.6203,12.2324,11.9960,14.1791,11.1528,4.7424,4.6290,2.8234,3.4457,52.4541,64.2499,154.2071,42.6552,37.7157,42.8740,108.5860,59.2799,23.7167,39.8600,62.1551,76.4894,49.6722,42.7070,55.6045,33.9183,45.6395,30.9421,18.7129,28.8227,10.8496,15.7328,24.8578,15.9738,17.0950,7.8877,24.5280,13.2078,8.8575,12.1635,13.6656,11.6269,6.9485,4.7024,3.5282,2.6018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.4874,57.9058,118.6863,58.9841,43.7919,60.6076,99.0327,83.4505,32.8394,42.1725,83.1253,79.3241,42.3809,53.0721,50.8460,33.7821,51.2572,23.8901,26.3685,39.6548,14.1733,19.1297,20.7584,18.3639,16.0640,8.5289,27.9860,16.7180,11.5976,10.6210,12.1181,10.6256,6.0026,3.6301,2.7167,3.3670,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-08T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,287.6,78.6,-96.9,14.1,,,,SYNTHETIC_ST082,12.232207,124.050396,283.9,500,inferred,389.5,2.23,0,179.6533,170.8149,167.3577,-10.8514,0.0000,,,,,,,,,,,,,,,,,,,,,,12.8530,16.9410,,13.2916,14.6208,11.2979,,,,,,,,,,,,,,,,,,,,,,,,,12.4142,13.6425,12.7206,33.7117,16.6161,34.6256,12.9764,13.5816,14.0475,9.9210,14.7934,10.0112,12.6996,14.3736,8.1584,7.6772,9.6009,6.5206,18.8704,5.2312,7.2798,3.5189,3.0434,5.3369,4.7169,5.5304,3.1030,3.0713,2.9332,2.5151,3.3070,1.6470,1.3255,1.5043,1.8669,0.9450,8.9352,14.7298,18.1685,32.7563,16.5420,38.3439,13.7716,17.1529,16.9074,11.7949,11.4590,9.8362,17.2264,13.1770,6.1644,7.9054,6.8917,4.2821,16.3283,4.3947,7.2425,3.9808,4.5600,4.6979,3.6103,3.9887,3.1169,3.8412,3.2324,4.3945,2.9917,1.1921,1.5066,1.4455,1.3403,0.9768,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.9796,14.8712,15.1823,26.0917,15.0445,32.5634,13.7302,17.2128,17.3866,12.4003,15.0658,8.1947,17.0738,14.1252,7.2963,8.7635,9.0128,5.7536,15.1398,4.5710,6.3855,3.3394,4.3189,4.8326,4.1613,4.7520,3.0705,3.0563,2.5410,3.4683,3.4509,1.3415,1.5188,1.8033,1.7551,1.1264,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-27T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,9.3,32.2,159.1,12.6,,,,SYNTHETIC_ST083,14.041111,123.851313,229.8,450,measured,298.2,1.80,0,130.2032,92.6947,126.1627,108.8456,22.9862,,,,,,,,,,,,,,,,,,,,,,80.5055,58.9013,,67.1650,73.8815,57.0902,,,,,,,,,,,,,,,,,,,,,,,,,76.0581,82.4718,63.6348,64.5747,73.5801,55.2187,110.4969,87.0935,69.9869,61.1139,95.2937,79.4723,78.2179,113.9210,59.3193,89.5401,23.7910,38.6398,41.6523,29.2488,20.4486,30.6007,35.7181,34.8646,22.1464,12.0577,24.2483,15.0023,9.8287,8.8716,16.2459,14.6929,10.0868,3.5857,9.8372,5.7772,111.6180,73.7441,67.6629,52.9094,71.1040,68.7870,127.8790,66.6318,65.3800,68.3509,142.7590,108.6756,60.8714,86.8853,88.7475,54.6679,33.2477,34.8587,47.1346,21.6002,19.4977,24.2958,38.6208,32.7203,32.5361,15.3382,20.8961,12.7605,8.2555,10.1897,15.4007,15.2692,10.4142,4.7349,12.9629,4.4286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99.3226,85.9655,52.2152,70.7875,62.5685,63.7876,109.6519,69.4062,55.5707,55.7264,132.0988,85.8486,70.8490,99.9187,72.4163,77.8835,32.1344,40.6352,44.8755,26.7316,23.2355,25.9758,39.0671,28.3790,25.3867,15.6697,27.2042,12.8862,8.3095,10.1441,13.1664,17.1454,10.7900,4.1647,10.8830,5.5363,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-03T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,281.0,40.0,-53.0,11.4,,,,SYNTHETIC_ST084,14.639638,123.228193,471.3,400,inferred,44.1,0.62,0,147.0715,103.8289,142.3156,85.7931,53.1941,,,,,,,,,,,,,,,,,,,,,,59.2846,73.2761,,71.7490,78.9239,60.9867,,,,,,,,,,,,,,,,,,,,,,,,,131.5833,61.2097,61.0839,70.4192,80.4398,39.2407,146.8115,99.5125,73.4232,121.3379,51.3066,85.8075,90.3710,82.1606,57.2748,29.7352,60.9676,31.3678,41.4844,45.3519,34.5096,12.8978,49.4483,22.1562,24.9811,25.5236,15.4284,15.3718,14.8401,13.6354,21.8145,10.2478,6.3820,5.9298,5.4609,8.8200,158.7300,55.7989,50.2765,120.0482,94.4162,47.0568,95.0211,102.7877,75.5806,74.3581,32.0600,76.7763,80.2223,83.3050,44.0418,23.1642,63.0596,35.5251,37.1289,63.2326,33.6489,13.8985,50.3590,25.6588,34.5166,39.1627,19.7024,18.2481,14.1111,14.3061,25.1841,9.8270,8.1423,6.8838,5.4420,6.7267,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,140.3831,70.0250,59.2030,99.4362,80.3675,54.0974,131.9248,86.5364,61.6495,99.6869,45.0222,74.9023,85.8291,68.5310,49.9741,30.4869,65.8434,37.6406,36.9826,48.7946,29.8108,13.2780,51.0697,28.9484,33.3001,30.9524,16.3798,15.1589,14.8990,11.9158,20.5945,11.9038,6.3827,7.0471,4.7743,7.0406,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL008,2000-01-17T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,175.4,64.9,17.0,13.6,,,,SYNTHETIC_ST085,13.564803,123.247226,-42.5,350,inferred,132.8,1.59,0,46.6935,44.8690,46.0263,-15.3857,19.6044,,,,,,,,,,,,,,,,,,,,,,143.4244,205.0541,,163.6267,179.9894,139.0827,,,,,,,,,,,,,,,,,,,,,,,,,186.3996,144.1844,141.0863,117.8018,123.4521,373.7206,147.6641,207.0941,237.7491,223.4158,211.7932,214.5728,240.5818,186.4538,175.2147,81.7283,83.6299,77.6331,79.1494,101.1192,48.7929,98.5011,52.3250,80.0184,96.4931,53.0455,43.2239,32.6547,31.3793,26.6250,49.9275,50.2372,17.5258,22.0076,9.2024,13.0563,170.8066,103.8147,114.4715,99.0672,159.3104,240.9962,174.2997,193.9955,163.9797,196.3216,282.1025,173.1550,280.6533,160.4640,213.1454,87.3925,88.6677,68.9110,70.7019,91.7404,66.7050,80.1646,57.8452,81.1351,70.4338,50.7694,35.2528,29.1972,33.1774,32.1559,52.7401,53.6754,16.8115,20.4445,7.2409,13.4718,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,168.5334,132.2632,139.1451,116.4478,126.2643,308.4935,145.5353,262.0750,184.8482,218.4699,287.5028,207.2179,223.3207,152.7238,198.3300,79.7653,112.0315,90.5065,67.1822,86.9329,56.3206,100.0982,44.7215,101.5597,78.7847,52.6756,39.3336,31.5173,33.6934,26.1437,41.4228,44.5837,16.9120,21.2687,10.1247,11.8475,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL009,2000-01-12T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,189.4,20.3,-68.3,9.4,,,,SYNTHETIC_ST086,12.029184,121.661486,456.3,550,inferred,160.2,1.13,0,195.0126,191.1041,183.1546,193.6782,0.0000,,,,,,,,,,,,,,,,,,,,,,50.5545,42.9337,,40.3487,44.3836,34.2964,,,,,,,,,,,,,,,,,,,,,,,,,53.0083,49.5610,26.6798,28.4120,33.4815,39.6959,61.4169,52.6298,68.7052,62.0635,79.7395,58.6070,53.2255,29.1554,48.5560,25.4895,42.9640,22.3788,21.1540,29.9345,22.6691,18.1258,8.6504,14.4535,7.5598,6.0642,14.2918,13.1439,7.9931,14.5787,7.0063,9.2127,3.8442,8.0771,3.5358,2.0339,39.0002,37.7850,27.2142,29.3570,41.6775,40.8729,39.3325,56.3558,41.7432,42.2779,50.4697,38.9472,67.3230,24.6693,36.1734,23.3521,48.8214,28.8105,16.9476,31.3586,22.5312,19.4644,8.4771,10.3078,7.6459,6.7521,20.2635,15.0270,7.5047,10.4687,6.8166,6.0383,4.4495,7.0135,3.9306,3.3826,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,53.6934,44.3579,22.3450,22.6112,34.0235,34.5076,49.6676,46.0970,56.8996,57.3342,61.8115,54.8548,59.8115,23.4475,38.4046,21.1948,42.9247,29.8233,21.0848,26.0731,24.8999,17.4135,11.2378,12.7038,6.5169,7.3018,16.8527,12.1099,10.2523,12.9756,8.3850,7.4892,4.4766,7.7129,3.2781,2.8169,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL009,2000-01-24T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,285.9,25.4,98.4,8.5,,,,SYNTHETIC_ST087,13.989861,122.100343,65.9,300,inferred,197.7,0.58,0,127.8554,115.6587,123.8714,-8.5620,5.0537,,,,,,,,,,,,,,,,,,,,,,100.5457,143.1363,,130.7182,143.7900,111.1104,,,,,,,,,,,,,,,,,,,,,,,,,98.8354,94.5228,83.9562,61.3600,78.4203,246.2568,188.7932,175.8446,95.1363,127.9303,172.6825,261.8198,86.5177,134.9809,95.4695,145.3435,74.0431,61.9454,175.5500,38.5824,79.3795,57.5698,49.5763,57.3081,33.4648,33.2743,18.3414,40.2201,34.7294,29.6360,10.0490,15.5865,12.3549,11.3088,28.9448,11.6881,95.4308,107.4035,130.6324,82.9619,94.7778,273.1012,165.8489,161.6170,121.5487,156.8978,251.6275,211.9381,105.7588,189.6012,93.8353,227.7467,50.0392,42.7834,178.7900,43.4286,56.8520,52.8148,65.0309,52.6847,37.8789,36.2282,18.8980,27.0993,36.9629,29.0635,13.4302,19.9293,9.8085,12.2067,25.2036,13.5897,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,121.7402,101.9942,116.5556,87.0676,87.0536,278.6450,232.5909,168.1791,101.2519,141.7154,196.2070,211.0566,90.8235,188.2229,76.1676,177.4479,64.3232,48.3120,151.4023,55.0779,64.5481,70.0369,58.5428,58.0978,34.0616,30.2202,16.3218,34.7376,29.8374,31.0404,13.5250,18.7109,10.6443,10.6052,23.1790,14.1376,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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+SYNTHETIC_PHL009,2000-01-11T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,314.0,74.5,-91.8,5.7,,,,SYNTHETIC_ST090,13.375825,122.357892,281.8,550,inferred,46.5,2.37,0,69.4867,59.0682,70.3235,-23.1574,15.4820,,,,,,,,,,,,,,,,,,,,,,356.1860,303.0715,,321.1157,353.2272,272.9483,,,,,,,,,,,,,,,,,,,,,,,,,206.2482,404.6306,212.6032,343.0800,445.8551,376.6005,207.4415,672.8183,518.8706,246.2013,262.6457,249.2959,330.8171,266.6700,178.7063,126.3099,176.6963,263.5577,149.6531,311.7062,166.2866,280.4775,146.6099,162.8359,55.4683,112.8489,62.2733,47.4789,43.1488,31.8408,56.9525,55.4866,48.8302,46.5349,38.2060,18.1815,259.1035,390.4934,258.4206,292.7069,449.6065,240.1902,185.5852,437.3770,581.7973,199.8553,307.2708,260.7085,338.4748,209.2037,157.4374,105.3260,303.2588,286.4470,126.9676,305.1064,227.7696,197.1514,110.1759,211.4761,54.1555,116.8022,63.1038,64.3263,43.1997,37.7883,54.6156,59.2409,50.9007,30.3874,40.3652,14.5814,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,221.4890,317.4706,199.7801,303.9176,375.6159,331.7802,192.5102,573.8547,495.1588,217.2626,310.5142,290.3163,293.9422,231.0455,184.1905,145.9927,246.9328,253.8789,143.8165,276.3727,213.9747,230.7529,139.6367,230.2414,54.9142,91.0070,62.2324,51.2295,43.6185,34.3141,69.1290,52.0911,48.8657,42.9613,32.5820,15.8815,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL009,2000-01-19T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,188.3,34.7,107.0,8.9,,,,SYNTHETIC_ST091,13.492986,124.279362,473.6,350,inferred,375.8,2.64,0,143.7904,123.7210,137.8446,87.9835,59.0735,,,,,,,,,,,,,,,,,,,,,,50.5377,68.2545,,60.3793,66.4173,51.3224,,,,,,,,,,,,,,,,,,,,,,,,,48.3653,69.8316,105.5876,65.2029,95.9036,90.7749,77.0499,35.6101,81.2872,117.8905,64.0728,48.7072,41.4057,52.3690,54.8657,31.8639,54.4057,43.5887,58.8199,28.9491,21.5150,23.1695,28.4232,23.2237,30.3481,18.0474,24.0300,16.3461,18.7505,5.8460,17.2423,8.2366,8.5646,2.8322,3.6343,4.9068,77.2221,69.4742,105.0138,66.9207,81.7595,145.8573,102.2363,49.3729,67.5472,107.3624,72.0350,54.7049,45.9427,57.7849,68.5412,38.9793,58.4089,37.9121,47.8607,27.6352,34.6069,15.8437,31.1664,19.6851,34.3281,16.4507,20.5788,18.4359,20.1387,5.9890,16.4225,8.6826,8.5222,5.0893,4.6856,4.3547,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59.9724,60.9422,84.4377,79.0684,82.8893,124.2386,103.5850,46.8600,76.7602,94.8440,66.3564,42.2320,48.6526,58.3704,63.0456,35.2210,54.3059,53.8592,47.5881,25.0368,28.4311,19.4125,37.1435,20.0230,27.3197,20.1814,25.6253,18.2555,19.0502,6.9825,13.6779,7.2503,9.6317,4.0264,4.9568,5.0371,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL009,2000-01-18T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,201.6,32.0,-102.6,7.0,,,,SYNTHETIC_ST092,12.708501,123.215419,314.1,760,inferred,345.4,0.77,0,62.4365,44.1491,62.5146,8.8190,4.2260,,,,,,,,,,,,,,,,,,,,,,166.7506,176.4903,,197.1321,216.8453,167.5622,,,,,,,,,,,,,,,,,,,,,,,,,113.6285,159.6477,155.4527,112.0822,280.3385,381.3641,293.3702,321.7119,211.8154,230.4580,220.5635,114.0264,403.1071,316.4135,52.2854,148.2002,78.1373,49.6172,79.0016,124.1733,83.4569,84.4097,90.2098,56.0448,124.8857,63.5905,99.9971,41.9384,46.8089,58.4481,28.4948,26.8739,27.9469,17.0536,13.3190,18.6125,148.4322,240.4043,136.0037,97.4390,298.4879,233.1121,382.0371,268.3788,194.4585,283.9157,189.4338,186.0052,317.8006,324.5067,63.2854,136.5633,105.1877,53.6228,58.0530,152.3464,62.3765,99.2655,93.2950,51.0589,144.5057,39.6270,88.8361,34.6478,43.5712,39.8752,31.2675,21.6285,47.5276,20.0220,17.6480,20.2469,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,115.7203,219.4169,156.6708,105.3381,323.8557,304.0784,327.8878,339.2632,258.3126,272.0437,216.5325,159.8999,357.7318,261.0543,64.5114,151.7695,91.5798,69.5033,79.6536,122.0930,86.7243,84.1970,86.3343,49.1336,122.5502,52.6508,77.1720,36.1454,38.1079,53.6090,28.0287,22.5429,39.7078,23.9745,15.9751,20.7735,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SYNTHETIC_PHL009,2000-01-02T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,280.6,52.4,163.7,8.0,,,,SYNTHETIC_ST093,11.853941,122.176176,265.9,400,inferred,139.8,1.08,0,175.2688,130.4850,161.4289,-6.5336,0.0000,,,,,,,,,,,,,,,,,,,,,,6.8267,7.2939,,8.2719,9.0991,7.0312,,,,,,,,,,,,,,,,,,,,,,,,,6.7405,9.7916,9.8900,10.1752,7.8304,5.6347,12.5124,14.8636,20.8357,6.4823,7.4805,8.2709,6.1739,11.6091,4.8531,2.3888,4.7850,4.4561,6.2618,5.2225,3.7613,4.2340,3.1796,2.0545,4.0273,3.2398,1.3863,1.9954,2.3957,0.7826,3.3308,0.8846,1.0457,1.7194,1.9299,0.6866,6.0914,8.3889,7.6911,12.0704,6.3539,6.3527,7.9547,10.1258,13.9429,5.0183,11.8563,7.4374,4.4639,8.7253,4.6023,3.5268,6.9234,3.0326,5.1431,3.9053,5.2953,4.3716,2.6763,3.2264,3.6054,2.0209,1.7359,1.3765,3.1399,1.3286,1.9425,0.6927,1.8266,2.2078,1.8157,0.6996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.0613,10.7222,7.9801,10.5292,6.8451,6.8434,10.5261,13.0990,18.0557,5.6378,9.1832,9.6943,6.3376,9.5588,3.8291,2.7133,6.3742,3.5066,5.7532,5.0277,4.7405,3.5838,2.8995,2.5570,3.1484,2.6395,1.7384,1.6022,2.6838,1.0861,2.6686,0.8714,1.4750,2.2404,1.4960,0.6465,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gmmLT.xml b/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gmmLT.xml new file mode 100644 index 0000000..3706e79 --- /dev/null +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gmmLT.xml @@ -0,0 +1,61 @@ + + + + + + + + AbrahamsonEtAl2015SInter + 0.33 + + + ZhaoEtAl2006SInter + 0.33 + + + YoungsEtAl1997SInter + 0.34 + + + + + + + + AbrahamsonEtAl2015SSlab + 0.33 + + + AtkinsonBoore2003SSlab + 0.33 + + + Kanno2006Deep + 0.34 + + + + + + + + AkkarEtAlRjb2014 + 0.33 + + + CauzziEtAl2014 + 0.33 + + + AbrahamsonEtAl2014 + 0.34 + + + + + + diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_test_functions.py index ad55b67..7a68a3c 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_test_functions.py @@ -17,7 +17,6 @@ get_rups_in_mag_range, get_nearby_rups, get_matching_rups, - _get_matching_rups, match_eqs_to_rups, rupture_matching_eval_fn, ) diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py index f23e77b..69e8ddf 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py @@ -1,8 +1,12 @@ import os +import shutil import unittest - import numpy as np import pandas as pd +from copy import deepcopy + +from openquake.hazardlib.logictree import GsimLogicTree +from openquake.smt.residuals.gmpe_residuals import Residuals from openquake.hme.model_test_frameworks.gem.gem_tests import ( M_test, @@ -13,8 +17,9 @@ model_mfd_eval, rupture_matching_eval, ) - - +from openquake.hme.core.core import load_ruptures_from_ssm +from openquake.hme.utils.gmm_utils import evaluate_gmc +from openquake.hme.utils.io.io import load_flatfile from openquake.hme.utils.tests.load_sm1 import cfg, input_data TEST_DATA_DIR = os.path.join(os.path.dirname(__file__), "test_data") @@ -549,3 +554,75 @@ def test_rupture_matching_eval(self): rupture_matching_eval_res["matched_rups"][test_cols], rupture_matching_eval_match_results[test_cols], ) + + +class test_evaluate_gmc(unittest.TestCase): + def setUp(self): + # Reload ruptures with return_trt=True and all TRTs + gmc_cfg = deepcopy(cfg) + gmc_cfg["input"]["return_trt"] = True # Need the TRTs for GMC evaluation + gmc_cfg["input"]["simple_ruptures"] = False + gmc_cfg["input"]["ssm"]["tectonic_region_types"] = None # Must be None if you want all the TRTs + rupture_gdf, _ = load_ruptures_from_ssm(gmc_cfg) + + self.input_data = input_data.copy() + self.input_data["rupture_gdf"] = rupture_gdf + self.input_data["cell_groups"] = rupture_gdf.groupby("cell_id") + + # Load synthetic flatfile + flatfile_path = os.path.join( + TEST_DATA_DIR, "gem_global_flatfile_fake_test_data.csv" + ) + eq_gm_df, gm_df = load_flatfile( + flatfile_path, + min_mag=6.0, + max_mag=7.5, + h3_res=3, + ) + self.input_data["eq_gm_df"] = eq_gm_df + self.input_data["gm_df"] = gm_df + + # Load GSIM logic tree from sm1 + gsim_lt = GsimLogicTree(os.path.join(TEST_DATA_DIR, "gmmLT.xml")) + self.input_data["gsim_lt"] = gsim_lt + + self.test_config = { + "distance_lambda": 1.0, + "mag_window": 1.0, + "group_return_threshold": 0.9, + "min_likelihood": 0.1, + "no_attitude_default_like": 0.5, + "no_rake_default_like": 0.5, + "use_occurrence_rate": False, + "return_one": "best", + "parallel": False, + "match_rups": False, + "output_dir": os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots"), + } + + def test_evaluate_gmc_runs(self): + # Get residuals per TRT we have data for + results = evaluate_gmc(self.test_config, self.input_data) + + # Each value should be an SMT Residuals object + for trt, residuals in results.items(): + self.assertIsInstance(trt, str) + self.assertIsInstance(residuals, Residuals) + + # Check some plots exist for each TRT + output_dir = self.test_config["output_dir"] + self.assertTrue(os.path.isdir(output_dir)) + for trt in results: + trt_dir = os.path.join(output_dir, trt.replace(" ", "_")) + self.assertTrue( + os.path.isdir(trt_dir), f"Missing TRT directory: {trt_dir}" + ) + png_files = [f for f in os.listdir(trt_dir) if f.endswith(".png")] + self.assertGreater( + len(png_files), 0, f"No plot files in {trt_dir}" + ) + + def tearDown(self): + output_dir = os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots") + if os.path.isdir(output_dir): + shutil.rmtree(output_dir) diff --git a/openquake/hme/utils/gmm_utils.py b/openquake/hme/utils/gmm_utils.py index da3b4bd..663ecca 100644 --- a/openquake/hme/utils/gmm_utils.py +++ b/openquake/hme/utils/gmm_utils.py @@ -6,6 +6,7 @@ import logging import numpy as np import pandas as pd +import re from openquake.hazardlib import imt as imt_module from openquake.hazardlib import scalerel, valid @@ -62,7 +63,7 @@ def _get_rup_props_for_trt(self, trt): return scalerel.strasser2010.StrasserInterface(), 5.0 return scalerel.WC1994(), 2.0 - def get_contexts(self, imts): + def get_contexts(self, nodal_plane_index, imts, component): """ Build contexts directly from hamlet DataFrames. """ @@ -250,8 +251,9 @@ def _imt_to_rotd50_col(self, imtx): return "rotD50_pga" elif "SA(" in imtx: period = imt_module.from_string(imtx).period - period_str = str(period).replace(".", "_") - return f"rotD50_T{period_str}" + int_part = int(period) + frac_part = round((period - int_part) * 1000) + return f"rotD50_T{int_part}_{frac_part:03d}" else: raise ValueError(f"Unsupported IMT: {imtx}") @@ -263,7 +265,7 @@ def generate_residual_plots(residuals, imts, output_dir): os.makedirs(output_dir, exist_ok=True) for gmpe in residuals.gmpe_list: - gmpe_str = str(gmpe).replace(" ", "_") + gmpe_str = re.sub(r'[^\w\-.]', '_', str(gmpe)) for imtx in imts: prefix = os.path.join(output_dir, f"{gmpe_str}_{imtx}") ResidualPlot( @@ -308,7 +310,7 @@ def _assign_trt_to_earthquakes(test_config, input_data): .event_id ) for idx, matched_rup in match_results["matched_rups"].iterrows(): - eq_trt_map[idx] = matched_rup.tectonic_region_type + eq_trt_map[idx] = matched_rup["tectonic_region_type"] if not match_rups: match_results["unmatched_eqs"] = input_data["eq_gm_df"] @@ -316,7 +318,7 @@ def _assign_trt_to_earthquakes(test_config, input_data): for idx, eq in match_results["unmatched_eqs"].iterrows(): if idx not in eq_trt_map: closest = get_closest_rupture(eq, input_data["rupture_gdf"]) - eq_trt_map[idx] = closest.tectonic_region_type + eq_trt_map[idx] = closest["tectonic_region_type"] return eq_trt_map diff --git a/openquake/hme/utils/tests/data/source_models/2_branches/gsim_logic_tree.xml b/openquake/hme/utils/tests/data/source_models/2_branches/gsim_logic_tree.xml index fd9b71d..f101925 100644 --- a/openquake/hme/utils/tests/data/source_models/2_branches/gsim_logic_tree.xml +++ b/openquake/hme/utils/tests/data/source_models/2_branches/gsim_logic_tree.xml @@ -7,19 +7,30 @@ applyToTectonicRegionType="active shallow crust"> - SadighEtAl1997 - 1.0 + AbrahamsonEtAl2014 + 0.5 - - - BooreEtAl2014 - 1.0 + 0.5 + + + + [ModifiableGMPE] + gmpe.YenierAtkinson2015BSSA = {} + sigma_model_alatik2015 = {} + + 0.5 + + + PezeshkEtAl2011NEHRPBC + 0.5 + + From d28d0c415be0ec995978cffc4fb3fe5682d8b19d Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 19:17:08 +0200 Subject: [PATCH 12/26] better test file --- .../gem_global_flatfile_fake_test_data.csv | 588 +++++++++++++++--- .../gem/unit_tests/test_gem_tests.py | 4 +- 2 files changed, 488 insertions(+), 104 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gem_global_flatfile_fake_test_data.csv b/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gem_global_flatfile_fake_test_data.csv index 12201ad..34ad4d7 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gem_global_flatfile_fake_test_data.csv +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gem_global_flatfile_fake_test_data.csv @@ -1,103 +1,487 @@ 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-SYNTHETIC_PHL001,2000-01-10T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,56.8,70.0,73.3,16.3,,,,SYNTHETIC_ST003,13.844149,123.766279,499.1,350,measured,395.1,2.13,0,111.3888,94.8771,108.2908,-33.5631,4.9352,,,,,,,,,,,,,,,,,,,,,,25.4997,43.0702,,36.1855,39.8040,30.7577,,,,,,,,,,,,,,,,,,,,,,,,,36.0021,34.2998,36.9262,20.7137,24.5234,54.6715,24.4592,37.0748,25.3198,55.5954,40.2963,25.1302,42.5379,49.4507,10.0573,30.5941,21.1864,47.4518,20.3936,39.9104,11.2140,32.5479,26.4876,9.0344,18.0783,16.7239,4.4417,2.8730,5.0034,6.4068,6.5051,3.9647,5.1160,6.8762,3.3855,4.8289,44.9412,34.0753,30.8958,27.2236,28.3724,69.0574,19.8306,49.5127,23.4927,56.1602,47.0978,28.6414,40.4197,50.8678,15.4234,22.6156,20.5268,27.6046,16.0605,38.8626,15.2863,22.3242,21.7292,7.7130,19.8749,20.9154,6.0906,4.7892,7.9192,7.5831,7.7905,3.2327,3.1871,6.9583,2.8209,4.7764,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.9288,44.5883,35.7835,25.1943,28.5690,72.3762,28.2437,43.2524,24.5583,45.2045,39.2234,32.3648,34.3217,59.8644,13.2041,28.5287,16.8423,38.6148,17.8587,32.7553,13.0382,26.7849,22.2594,10.7995,22.1582,19.2788,4.7262,3.7351,6.1989,6.6686,7.3238,3.7905,4.5464,6.0762,3.0711,5.3767,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL001,2000-01-22T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,338.5,60.6,145.0,16.3,,,,SYNTHETIC_ST004,12.172201,123.709910,115.2,760,inferred,134.4,1.87,0,164.9334,149.9513,155.1823,54.6950,0.0000,,,,,,,,,,,,,,,,,,,,,,10.6732,13.2934,,15.2421,16.7663,12.9558,,,,,,,,,,,,,,,,,,,,,,,,,11.2034,18.5329,9.1453,13.9360,16.2703,15.3491,15.0092,22.2158,9.0536,21.2462,18.4742,11.9750,23.7896,29.0063,5.9387,11.5474,14.6851,7.7435,12.8271,4.7256,8.0048,3.2175,5.9339,6.3504,4.7776,3.7729,2.1377,6.0727,2.7832,3.5497,1.6302,2.4678,1.6382,1.6992,1.4121,1.3865,10.0364,15.9012,6.2269,18.7317,15.7188,11.6095,17.4580,13.6562,12.3922,18.0435,18.6581,14.9711,17.1844,41.2806,6.9757,13.8711,13.0149,6.6474,11.1431,6.0305,6.4330,3.7561,4.5371,8.4523,5.1873,3.2747,2.2738,5.7992,3.5195,3.7253,1.6846,2.4658,2.0121,1.4404,0.9422,1.5378,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.2518,19.1992,7.7660,18.5596,13.6605,13.9072,17.7224,18.3625,11.0861,21.3181,16.0565,15.6751,23.5360,34.1443,5.3961,10.9219,12.9777,6.4618,13.0250,5.5704,7.4391,4.3102,5.7943,7.5712,5.0580,3.9737,2.0351,5.0021,3.0549,2.9286,1.5863,2.9650,1.8168,1.8027,1.3156,1.4806,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL001,2000-01-25T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,342.4,45.3,120.6,17.2,,,,SYNTHETIC_ST005,13.622956,124.183323,24.6,500,inferred,304.6,0.63,0,146.8332,119.4828,134.3716,-26.7985,4.2276,,,,,,,,,,,,,,,,,,,,,,18.1623,11.9239,,14.2881,15.7169,12.1449,,,,,,,,,,,,,,,,,,,,,,,,,7.6784,13.6777,16.6045,16.4743,13.8641,9.2300,7.4750,8.3158,10.0210,21.6301,26.6277,13.8792,6.1037,14.9529,7.8375,7.9247,7.6049,5.3245,8.4271,8.1262,5.5895,3.6927,6.0814,4.0024,6.0764,5.8539,2.3004,2.5335,2.6142,2.0555,3.1693,1.1335,4.7135,1.5555,3.2343,1.4195,13.2023,19.4038,13.0496,12.7132,14.9617,9.5210,8.3025,9.9014,13.7004,15.2651,20.9759,12.2508,8.5885,9.7201,8.1840,6.2620,7.7383,6.2317,7.0824,7.7070,3.8453,3.9018,6.7203,3.7486,7.4061,4.7216,2.5700,2.8971,1.9166,2.6687,3.5499,1.0024,4.2855,2.0040,2.8361,1.7274,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.3598,16.1223,15.4777,12.9857,16.2391,8.1608,9.3642,7.9541,10.8313,18.0500,23.8105,11.7846,8.4230,13.7369,8.2324,6.4170,9.6046,4.9783,7.2349,9.0960,4.4334,3.5441,6.7433,4.3842,7.0021,5.7960,2.7229,2.5704,2.6981,2.4297,3.4396,1.1002,4.8480,1.7491,2.5456,1.6393,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL001,2000-01-09T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,16.4,23.3,-74.8,14.3,,,,SYNTHETIC_ST006,12.121397,122.927670,489.3,550,inferred,262.4,2.38,0,141.6730,106.7977,132.2953,-67.8298,24.6362,,,,,,,,,,,,,,,,,,,,,,27.2462,25.3073,,35.7772,39.3549,30.4106,,,,,,,,,,,,,,,,,,,,,,,,,30.1848,46.4537,41.5269,46.4835,40.7268,19.4879,31.8936,37.9995,30.1766,41.0286,34.3327,19.7538,50.6567,35.6034,14.8753,36.3772,10.1794,12.2467,14.0053,23.5608,22.7892,12.1171,10.4803,13.6915,17.3482,11.5346,10.2234,3.4822,7.3720,8.7922,3.8726,4.4804,2.6037,2.9995,4.2766,4.7518,42.6961,66.3965,43.6621,33.0705,46.0300,17.8846,25.4025,26.8084,21.3356,24.4210,29.9321,24.1374,44.6670,43.1873,16.8250,49.7641,9.5599,11.5794,22.3765,26.6260,20.4954,11.1113,12.2108,12.7494,19.1030,7.8096,11.3195,4.3743,5.4603,9.4793,3.3092,5.3269,3.2019,3.1275,4.4803,2.7863,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33.3746,54.5560,41.7335,41.8066,54.2222,18.8317,27.3667,30.5192,28.9831,32.1524,39.9781,23.4072,45.4882,49.4778,20.0285,42.3615,12.4337,14.6687,19.0345,22.2897,23.2254,12.8700,9.8981,12.0025,15.7057,10.9616,9.7762,4.3251,5.6788,7.3975,4.3384,5.6251,2.7691,4.1543,3.6755,3.9765,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL001,2000-01-23T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,174.5,21.7,46.8,15.2,,,,SYNTHETIC_ST007,12.638227,123.549156,-20.2,400,inferred,289.7,1.28,0,113.3438,105.1827,111.1342,-22.0638,20.9067,,,,,,,,,,,,,,,,,,,,,,29.1564,38.8967,,41.1695,45.2864,34.9940,,,,,,,,,,,,,,,,,,,,,,,,,29.6438,87.6049,95.0484,39.6659,31.4153,64.4308,53.5590,65.5157,24.8690,62.3730,29.0646,30.2442,87.4537,52.7048,33.1255,43.0864,22.1934,35.9018,16.3122,27.8028,36.7671,25.9681,20.1091,12.0909,23.9886,8.4384,12.1643,12.3875,11.0459,6.4014,6.6718,4.5394,4.7764,4.0239,3.5895,3.3090,42.7830,63.7653,66.0360,39.4186,25.3750,43.8925,84.0042,48.0658,40.2572,69.3840,29.7456,41.1291,92.2283,41.1033,36.5790,39.1674,16.0930,25.2365,25.8995,30.8326,38.5539,32.4659,16.0315,15.0813,27.4748,6.6284,9.5553,11.1287,7.4829,7.9832,8.3214,5.3151,4.7588,3.6205,2.8695,3.7279,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35.5092,80.4729,75.4597,40.0868,32.2515,56.1354,72.1931,55.8707,35.4492,56.9115,30.0277,32.6496,71.5800,43.4282,37.1819,33.3215,20.3383,28.0656,21.4573,39.2026,30.0739,30.2302,21.4271,11.8518,22.2926,7.8828,10.9525,9.6251,9.8419,8.9235,9.0937,4.7923,5.9112,3.6256,3.4189,3.0079,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL001,2000-01-23T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,90.0,70.7,-108.3,17.7,,,,SYNTHETIC_ST008,13.548455,122.145300,250.6,350,inferred,203.6,1.09,0,77.7174,77.4295,80.3289,-3.9845,36.7930,,,,,,,,,,,,,,,,,,,,,,31.4375,31.4897,,30.1370,33.1507,25.6164,,,,,,,,,,,,,,,,,,,,,,,,,52.5305,26.6801,18.6249,19.1289,30.8271,68.5076,29.4196,22.1373,26.8279,29.5566,22.2287,56.6874,17.8289,32.0115,21.3789,13.6423,39.3253,19.1352,7.7096,23.8286,13.5866,6.6035,25.1379,10.3301,12.7958,3.5331,5.1427,7.8748,5.9905,3.9213,4.4881,6.1075,3.8126,3.4378,1.1362,1.7657,44.6993,32.0757,27.1638,23.8143,26.3997,67.9101,32.3063,25.5308,29.1436,19.5610,21.5087,71.0441,12.7091,26.5003,18.2042,8.3756,44.6437,17.6765,11.1226,27.0329,14.3917,7.2534,30.2852,9.1531,13.7202,5.7142,8.3576,9.7975,4.4966,2.7140,4.2680,3.4583,3.6413,5.0299,1.1656,1.6777,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.8236,30.8552,25.5336,19.1665,28.9663,63.3174,26.8547,20.5555,27.8156,25.9402,27.6002,55.3780,14.8787,26.7921,23.6694,10.6769,34.6622,14.9452,10.8838,24.4930,11.3843,8.6320,24.2446,12.4038,14.5190,4.5073,6.7818,10.0778,4.7259,3.4236,4.5170,4.8056,3.0013,4.5257,1.2415,2.1695,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL001,2000-01-07T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,211.1,68.8,-96.1,15.4,,,,SYNTHETIC_ST009,12.561688,123.434426,314.5,250,measured,319.7,1.99,0,112.2935,86.8108,111.9886,-34.9361,21.9202,,,,,,,,,,,,,,,,,,,,,,50.8020,75.6676,,58.6381,64.5019,49.8424,,,,,,,,,,,,,,,,,,,,,,,,,98.3509,78.0202,48.5097,51.4044,59.7406,87.5127,74.8329,53.8756,39.4899,263.5329,61.4898,27.7382,61.4597,35.1022,25.0551,15.6758,54.9236,52.7491,28.9181,25.7972,25.9619,16.2862,27.2945,29.8612,24.2419,29.2831,6.1397,12.6738,13.8741,6.5168,12.0097,5.3568,6.2620,3.5998,4.4818,3.7909,77.9286,49.8284,62.1946,46.4289,48.1768,100.7725,64.1787,47.3898,48.6803,208.4407,90.6487,24.5005,85.1395,40.0126,28.6663,22.2871,46.1554,40.5736,22.7013,24.7921,22.6953,20.7935,21.9828,24.3069,20.8207,38.3633,7.3302,10.0038,16.9460,7.3492,13.7596,5.5163,6.4518,4.3354,4.8515,5.2787,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76.0926,63.9579,53.0192,59.8268,62.7147,95.4105,77.0517,43.2649,44.8251,218.0880,80.4022,31.0526,79.2297,37.8036,28.5711,20.3940,44.7763,42.7861,24.1699,29.0668,20.4078,21.6797,23.8016,23.4394,21.9979,30.7028,8.4006,12.6177,14.0239,8.4752,14.3709,4.9922,6.0558,5.0180,3.8722,4.8233,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL001,2000-01-11T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,279.7,54.1,-149.4,19.7,,,,SYNTHETIC_ST010,14.042419,124.235470,484.5,350,inferred,79.8,2.04,0,166.5615,139.2610,157.5277,-43.9533,3.0225,,,,,,,,,,,,,,,,,,,,,,15.3700,12.0142,,13.9173,15.3090,11.8297,,,,,,,,,,,,,,,,,,,,,,,,,11.0599,11.8630,12.6562,18.5630,7.4879,17.6075,11.0123,17.0799,16.4208,7.6360,19.9969,15.6975,10.2185,9.0610,6.9345,6.5468,5.3741,5.7586,7.1030,12.7678,7.0774,2.5010,3.7787,4.1976,4.7079,2.3743,2.3641,1.4509,1.9221,3.0008,3.2831,3.1210,1.2595,1.9377,1.5388,0.6460,9.8989,7.9050,11.3403,12.2696,9.3608,16.6619,17.9445,19.6821,16.1979,12.5039,19.4313,15.6762,9.4666,11.9562,4.1705,4.5899,5.0800,5.7339,9.2990,9.3393,5.0104,2.5978,2.7867,3.5944,6.0928,2.4714,1.7365,1.8903,2.6312,3.2883,5.3624,2.7501,1.4333,1.5185,1.6981,0.6024,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.4584,10.2891,11.4320,16.8712,10.6270,21.2975,15.6283,21.2063,13.6839,10.2739,15.9630,15.0149,13.2862,10.1256,5.5394,5.4254,5.7326,6.3722,9.2438,10.2672,5.9523,3.1744,3.4562,3.6071,4.8568,2.2859,2.1965,1.9582,2.6197,3.3860,4.4007,2.5726,1.2197,1.5658,1.7233,0.8172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL001,2000-01-10T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,139.5,66.5,64.4,19.7,,,,SYNTHETIC_ST011,14.493953,124.293267,138.9,350,inferred,259.7,1.34,0,198.4443,181.0380,180.4755,195.7611,33.1100,,,,,,,,,,,,,,,,,,,,,,4.0560,4.6747,,4.5176,4.9694,3.8400,,,,,,,,,,,,,,,,,,,,,,,,,3.4670,8.4658,1.7517,6.8735,3.3444,8.2574,4.9837,19.3108,3.7407,8.4036,5.8263,5.1344,4.7425,4.9538,2.0435,3.4552,3.9518,4.0147,2.8550,2.0696,1.9350,2.4174,3.3879,0.9246,1.6377,1.7836,1.4888,0.9121,1.0388,1.9023,1.4755,0.4747,0.5945,0.7266,0.4628,0.2573,3.1666,6.3016,2.5686,6.8964,4.8412,6.8204,7.1975,11.7040,3.4109,5.9854,4.0956,6.8628,4.8334,5.5348,2.0197,3.3286,3.6053,4.5469,3.0827,3.1390,2.0536,2.2367,3.4031,0.9508,1.8857,2.4366,1.3338,1.1107,1.2353,1.9674,1.1128,0.3816,0.6347,0.6351,0.8005,0.2186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.7202,7.9744,2.3390,6.2850,4.3022,7.6028,6.4167,15.4800,3.3936,6.6134,5.0240,5.8513,4.7208,4.5151,1.9084,3.0968,3.1829,3.5474,2.6773,2.4536,1.6529,2.3194,2.9164,1.1598,1.5409,1.9330,1.3212,1.1456,1.0306,1.5985,1.1726,0.5095,0.7122,0.8063,0.6401,0.2227,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL001,2000-01-10T00:00:00,,13.393000,122.846000,22.0,,,6.15,,,,85.6,27.3,-94.2,16.2,,,,SYNTHETIC_ST012,12.179438,121.475541,-39.5,550,inferred,256.7,0.66,0,200.7312,184.3055,192.8221,58.5447,0.0000,,,,,,,,,,,,,,,,,,,,,,9.7138,8.0805,,8.0813,8.8894,6.8691,,,,,,,,,,,,,,,,,,,,,,,,,5.3261,6.5724,5.3103,12.6101,15.8386,5.8415,11.7759,9.0750,7.0007,16.8360,7.8135,12.2346,5.3077,10.8544,7.6935,7.7731,4.0148,2.8162,6.1276,4.6489,1.5304,5.3249,2.5987,2.1964,2.3869,2.7089,1.9280,1.7132,1.3675,0.8710,1.1304,1.0759,0.6865,0.7202,0.7172,0.6791,5.7649,5.2664,7.1965,11.3949,13.5777,10.0392,14.6359,7.3506,9.6362,11.3802,8.6235,14.1916,7.6778,6.1911,5.5562,8.2371,6.0510,3.9328,8.3666,4.5418,1.3757,4.3946,3.3098,2.9726,2.8107,2.9873,1.9319,1.8804,1.4826,1.3078,0.7825,1.8102,0.7447,0.6077,0.8783,0.7113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.0966,7.5134,6.5367,12.4349,13.5159,8.2020,12.7447,9.9261,9.1849,14.5892,7.1968,11.0141,6.7967,8.5727,6.2474,8.7729,5.5609,3.2308,7.0927,4.8317,1.6941,4.7746,3.4669,2.2918,3.1343,3.0875,1.9952,1.5080,1.2619,1.1860,0.9830,1.4971,0.8849,0.6625,0.9055,0.7361,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL002,2000-01-25T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,93.7,46.8,178.7,1.3,,,,SYNTHETIC_ST013,12.906508,121.793122,168.9,760,inferred,368.3,1.73,0,125.5242,88.8428,125.1278,-27.7318,20.3879,,,,,,,,,,,,,,,,,,,,,,25.0130,39.1790,,32.3340,35.5674,27.4839,,,,,,,,,,,,,,,,,,,,,,,,,29.1496,32.3686,32.1329,63.7930,47.7946,25.1075,18.8759,38.1434,39.1020,27.9083,35.7647,27.5572,19.3682,35.6983,16.9267,34.9813,13.6421,24.3362,28.8070,20.8882,9.4531,7.4586,9.3222,13.1521,8.3518,16.0001,11.1045,6.1391,6.2189,6.3484,2.4919,4.0133,4.8182,5.2633,1.6787,1.9686,37.1926,35.2331,32.7347,62.5540,53.2780,19.3021,18.0187,34.0400,34.1007,40.9610,32.1006,47.5212,17.3086,33.9925,12.6368,20.5788,13.9471,19.6232,28.1786,19.9119,10.7531,11.7762,12.8831,11.3263,5.0106,16.6825,9.0923,4.9840,4.8315,5.3752,3.2632,3.3478,4.8587,6.2360,1.4431,1.7583,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,30.0132,29.1831,36.0334,51.6627,42.4055,24.9762,23.0028,36.9459,33.0757,31.5143,31.6132,37.0268,17.8442,29.0992,15.6168,28.0653,17.6142,21.6207,22.7806,19.3224,12.1959,9.3095,11.7628,10.9099,6.9881,15.2955,9.5714,5.7039,4.8814,7.2268,3.3859,3.7719,4.2601,6.7612,1.6188,2.3194,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL002,2000-01-06T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,179.4,50.9,-0.4,1.1,,,,SYNTHETIC_ST014,14.286166,122.601151,288.5,550,inferred,28.8,2.86,0,98.9491,96.9825,97.2274,57.5580,0.0000,,,,,,,,,,,,,,,,,,,,,,45.0106,57.4265,,44.8641,49.3505,38.1344,,,,,,,,,,,,,,,,,,,,,,,,,35.6686,78.3770,37.7121,64.1531,47.9734,30.3434,85.0963,77.9967,92.4505,83.5666,48.8422,27.4760,37.5792,65.4800,31.9855,20.9066,36.3321,20.9798,16.3723,11.1331,39.5735,23.9591,13.1407,11.2816,15.1387,15.3588,11.9176,14.3553,10.0955,4.6248,5.4847,5.7491,4.5555,9.1762,5.2440,6.8760,48.6897,69.6527,29.9173,59.3021,53.1679,38.3358,63.7378,66.8281,116.2059,116.8580,48.5786,29.5556,41.0341,58.1798,28.2596,21.4363,28.4095,16.2451,18.3651,10.9137,36.1579,21.5108,17.6466,12.6799,26.7196,14.2644,10.1200,15.4314,10.7182,5.0210,4.9639,4.1733,4.3682,8.7655,4.2309,4.7058,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,48.8393,63.7521,31.2108,52.1793,51.0166,37.1494,73.4448,60.3011,98.7358,92.4971,48.5763,37.7842,38.5747,64.8764,24.7113,23.7700,32.2882,17.6383,15.5893,9.8072,30.9110,20.5534,16.3786,10.5254,21.0569,20.0523,10.6951,12.3223,13.6912,5.6098,6.1747,4.6093,4.0223,8.2225,5.0674,5.3562,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL002,2000-01-13T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,322.5,43.7,-55.8,0.0,,,,SYNTHETIC_ST015,13.978976,122.684952,337.7,400,inferred,75.7,0.61,0,63.6205,62.3551,59.6609,44.0959,0.0000,,,,,,,,,,,,,,,,,,,,,,221.1663,129.8344,,173.7106,191.0817,147.6540,,,,,,,,,,,,,,,,,,,,,,,,,316.9178,214.8250,150.2871,244.3796,341.9102,182.5176,255.9589,391.9604,190.9613,117.6419,85.8054,182.1559,106.7997,127.1695,185.9725,161.0408,125.3588,47.5336,63.3748,103.4040,85.5948,79.4898,37.8185,61.4540,46.0037,32.8415,60.0720,54.0458,32.5980,23.4042,29.1429,42.5115,40.4870,10.7897,12.1660,5.5608,276.2870,154.8543,125.0408,211.6119,229.7727,199.8444,180.6440,538.4200,153.1902,117.4939,135.4732,192.8296,185.2316,72.8299,181.4930,115.0083,152.5230,51.3100,59.2739,89.0851,64.8781,49.7849,36.7600,62.4140,46.6536,55.9051,76.8197,48.0248,38.1063,21.5142,25.9276,41.7933,38.8238,9.7580,9.4213,6.7461,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,252.6438,179.5039,144.8954,289.6971,275.0441,203.2091,230.8608,493.1780,155.4568,134.8568,116.6630,159.3370,147.8444,100.8999,154.7550,131.6366,173.5118,52.7550,58.4214,103.1433,72.2143,70.2729,41.9149,57.6182,48.7691,43.3705,60.8958,55.8300,36.3098,25.5579,26.4774,33.9044,34.8454,11.7212,9.5463,6.0171,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL002,2000-01-17T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,253.4,24.7,23.1,2.6,,,,SYNTHETIC_ST016,12.608702,124.158395,391.1,550,inferred,228.1,1.76,0,170.5795,149.8957,165.1977,116.1742,28.6326,,,,,,,,,,,,,,,,,,,,,,21.8974,16.5740,,20.9821,23.0803,17.8348,,,,,,,,,,,,,,,,,,,,,,,,,13.4573,33.0629,11.5510,21.0902,14.2999,33.2473,19.6818,28.9905,34.6041,37.2491,35.1667,19.3226,32.1709,18.3788,12.1886,17.2484,11.6898,12.3465,11.5928,10.8032,15.0664,16.6845,6.2515,10.0943,5.9309,5.3020,4.8313,4.2509,3.3039,3.2931,4.3998,4.3249,2.4126,3.1655,1.4686,3.1358,14.3925,23.7626,11.9775,15.9060,11.8232,32.0629,16.0251,28.1917,45.4939,37.1886,47.8525,25.3987,31.8067,19.6094,12.1284,12.6492,14.6831,12.2563,11.0525,9.7127,18.3612,9.6206,9.1902,6.5606,5.8586,3.1940,4.6259,5.0493,2.9472,2.5014,4.2567,3.7306,2.3780,3.3627,1.7222,2.6773,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,17.4828,31.4918,11.8830,21.6514,12.6105,27.9419,21.7067,22.3610,48.1254,32.0731,36.9314,20.7884,28.9922,17.9554,11.9221,15.1739,13.2987,12.0258,12.7717,8.5574,15.8337,13.5619,8.6808,8.9969,7.0555,4.3522,4.0617,4.7691,3.7499,3.0043,3.4669,3.4684,1.8799,2.8704,1.8601,2.7206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL002,2000-01-21T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,28.5,47.0,-46.4,0.0,,,,SYNTHETIC_ST017,12.821456,123.257253,339.2,500,measured,335.2,0.63,0,81.7027,80.9131,78.2734,27.4464,0.0000,,,,,,,,,,,,,,,,,,,,,,55.4910,63.6790,,59.9060,65.8966,50.9201,,,,,,,,,,,,,,,,,,,,,,,,,55.5331,80.0198,33.9952,41.5630,154.8253,78.5991,29.6596,58.1542,75.5077,102.7772,57.4601,50.3837,95.4245,45.3445,27.1318,29.5710,28.5040,22.5655,38.5047,32.9823,50.7236,9.9665,15.6731,22.4053,24.7683,35.0953,20.2833,6.8724,11.7357,6.3011,8.2433,7.3328,6.7691,14.4205,10.4637,7.7653,57.0633,60.2367,51.2489,40.9062,155.2638,78.9427,26.6752,64.6526,78.1297,98.5813,44.3072,84.3931,59.1620,35.1344,27.8052,36.3351,36.5725,19.2656,30.7894,50.2050,49.9456,15.9389,15.1297,23.9127,29.0107,34.7419,13.1345,10.9693,10.0189,8.3096,12.7680,5.8249,8.7293,12.5063,8.2335,6.5356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76.7319,72.5559,41.1896,50.2524,135.2322,70.3425,31.6207,59.3561,85.3143,86.9747,49.6640,69.2626,83.3582,40.0567,33.1800,28.6989,31.5820,19.7293,33.7860,40.6973,39.1932,13.3851,21.4962,30.2456,29.7972,27.8459,18.5139,9.6789,11.4894,6.5750,10.2076,6.8411,7.4168,14.7842,9.3564,5.9963,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL002,2000-01-21T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,282.4,54.0,128.9,2.4,,,,SYNTHETIC_ST018,13.606825,123.735142,157.4,500,measured,220.7,0.61,0,100.6071,91.6384,97.0722,-37.8253,39.4109,,,,,,,,,,,,,,,,,,,,,,26.5168,39.1529,,32.0696,35.2766,27.2592,,,,,,,,,,,,,,,,,,,,,,,,,31.9353,32.3758,39.3616,42.5185,33.5326,17.0459,53.6183,30.8262,61.6278,24.5894,47.3009,24.4021,56.9455,31.7554,14.0888,25.8422,14.4761,17.2510,11.4351,17.5719,16.9045,15.3302,12.2604,12.4009,12.2294,13.3446,7.6188,9.8270,4.6992,5.9032,3.2421,3.0011,3.8506,5.0214,4.6733,1.8508,32.6667,31.9692,27.8227,35.0376,26.6468,18.0465,38.9403,20.9533,79.1290,32.3144,51.8425,30.2842,43.7068,43.9640,9.6557,28.4396,20.5855,18.2643,14.3925,16.5342,18.0125,11.6134,10.3595,11.6546,12.2535,10.8172,8.5659,7.2820,3.5398,5.8820,3.0313,4.3151,2.9234,6.6292,5.3352,1.1973,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43.8710,25.7902,31.3075,33.2987,35.7118,21.3749,43.3133,26.7272,61.5984,33.5821,40.7274,26.0144,43.9546,34.7628,12.8500,24.1252,18.2657,15.9681,16.2634,19.1844,17.4398,16.2254,11.5792,13.3179,9.8570,10.3695,9.7264,9.8678,4.7440,6.9366,3.9667,3.3996,3.2565,5.5741,5.9785,1.4592,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL002,2000-01-19T00:00:00,,13.423000,122.824000,5.0,,,6.35,,,,71.9,79.8,-115.2,0.0,,,,SYNTHETIC_ST019,15.203911,122.064157,482.8,760,inferred,30.2,2.32,0,214.2822,200.2665,213.6496,-2.3937,0.0000,,,,,,,,,,,,,,,,,,,,,,10.7703,7.0264,,8.5088,9.3596,7.2324,,,,,,,,,,,,,,,,,,,,,,,,,7.3852,19.0829,9.3701,8.6957,11.1309,8.4654,7.4371,19.1597,10.5606,7.4600,15.8189,4.7030,3.3105,10.0248,8.0136,3.4595,7.3316,2.9397,11.0676,3.1778,5.0043,2.3467,2.4982,6.3573,4.3697,2.0492,3.2457,1.8388,1.2726,1.7565,1.7317,1.3125,0.5598,0.3530,0.8700,0.5094,7.5115,17.8955,10.5444,8.4433,12.1565,8.2473,5.6468,17.0445,6.4754,9.9579,16.5671,6.1615,3.2914,10.7785,8.8977,2.4541,5.5873,4.6893,8.8398,2.8524,7.4756,3.6371,3.1714,5.7829,4.4630,2.4716,2.4446,1.9795,1.2568,2.2736,1.5388,1.1680,0.8031,0.3710,0.7147,0.7000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2660,16.2128,11.9592,9.1162,11.4818,6.7502,7.8205,16.1361,8.4577,9.3273,15.2408,5.2317,4.3356,9.6877,9.6246,3.1047,5.6457,3.9117,9.7247,3.1380,6.5969,3.2287,3.5010,5.0537,4.3282,2.0970,3.0113,1.6095,1.3123,2.0259,1.4705,1.4275,0.7285,0.3975,0.9299,0.6340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-17T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,139.8,55.8,26.9,12.5,,,,SYNTHETIC_ST020,14.671468,122.440395,-3.4,450,inferred,204.9,1.84,0,144.8588,114.6723,132.9867,-32.6560,41.3435,,,,,,,,,,,,,,,,,,,,,,38.8798,39.0948,,31.0666,34.1733,26.4066,,,,,,,,,,,,,,,,,,,,,,,,,30.3365,46.7343,57.3857,16.4448,27.8912,25.8167,16.6890,22.7162,43.5128,21.9996,41.1869,58.3975,24.7277,38.1392,18.2582,13.2993,24.0974,30.2644,13.6021,15.0547,10.4703,14.3160,5.7773,9.3294,7.8474,7.0051,8.1422,9.9031,9.3600,6.3453,6.3924,3.9574,3.0998,2.7811,2.7190,1.8300,28.2161,41.5558,47.3256,18.3287,31.5646,21.3828,14.4292,23.7582,37.2921,22.8115,32.6185,58.4952,29.5562,29.6298,25.9140,21.5559,33.3357,33.0680,14.8892,14.9932,7.9263,9.7365,7.1030,6.1303,9.2431,7.1801,7.7345,7.6820,8.0423,10.0184,6.2086,3.1392,3.0667,4.7215,2.6456,2.4972,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,34.7378,38.7775,57.9206,17.6756,28.0304,26.7167,20.0512,27.2081,37.3973,21.8578,31.8159,50.6013,25.8903,34.9195,21.2877,17.6807,29.1762,27.1800,12.7159,12.6710,9.8952,11.1201,5.7278,7.8457,10.6685,6.4059,9.1152,8.2106,8.6934,8.5136,5.5592,3.2269,2.5380,3.6792,2.2470,1.9496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-02T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,35.8,67.0,-14.6,14.3,,,,SYNTHETIC_ST021,12.450896,123.318140,127.6,760,inferred,345.9,1.60,0,120.6307,89.1676,116.3079,93.9271,42.4394,,,,,,,,,,,,,,,,,,,,,,41.4018,75.3560,,59.1112,65.0223,50.2445,,,,,,,,,,,,,,,,,,,,,,,,,34.3389,68.4081,78.3277,78.8758,85.4660,68.6879,36.9901,86.6202,87.6531,72.0290,57.5179,97.8206,86.0624,99.1047,60.1329,23.0602,40.3738,28.2432,30.1481,31.9618,19.3923,20.2082,21.4417,19.1452,26.4392,34.5196,9.1008,6.8459,8.0176,9.1059,11.2585,8.4788,5.6798,4.1649,6.6893,3.0115,46.5364,108.3364,99.0186,50.7507,80.4992,70.5054,52.0592,55.1601,93.3724,68.6269,70.4224,62.2850,85.1618,128.4425,92.9613,16.9352,47.4044,42.7752,26.6197,35.3167,26.6652,19.2890,19.4249,21.8673,22.0820,26.5804,9.6161,6.6775,12.5172,9.4986,10.2814,7.1593,9.0531,3.9511,4.4718,3.0791,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,41.8058,86.0062,90.6139,63.4928,91.1341,62.8268,52.7939,78.1778,78.4467,92.4272,61.8577,79.6200,73.9319,126.1336,85.2846,21.4146,42.6322,37.1484,28.6104,40.7730,25.8375,17.3107,17.7390,19.0364,30.1361,34.6258,9.1031,5.2982,10.2896,8.2052,8.8464,9.8899,7.7141,4.1623,5.9668,3.4755,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-10T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,251.5,63.8,124.7,14.7,,,,SYNTHETIC_ST022,13.382848,122.259671,394.4,400,inferred,52.8,1.59,0,61.2045,56.8570,60.8945,29.0574,15.3139,,,,,,,,,,,,,,,,,,,,,,80.9074,88.6713,,83.2361,91.5597,70.7507,,,,,,,,,,,,,,,,,,,,,,,,,78.6182,164.9027,138.9120,210.6910,120.6252,171.2585,76.8289,75.3620,67.2058,91.4516,145.4089,116.3997,101.2034,55.6644,87.9735,34.0898,26.2391,58.0300,63.7093,48.1127,35.7397,39.1866,33.3233,45.7619,12.8956,29.0345,25.6589,23.2618,19.1021,17.6129,11.0716,15.1628,25.4077,16.4035,7.4959,9.0775,53.0123,164.3397,160.2857,148.8709,172.5289,105.6857,117.3150,53.7656,69.9192,84.7421,107.3626,84.1100,95.7193,88.6836,80.6467,31.9927,22.7105,62.9013,69.4329,28.0315,26.5441,26.7654,40.5475,49.3475,19.5705,21.2701,27.7383,23.6981,21.1097,11.8166,8.1872,13.1633,20.7603,13.5193,7.7212,5.6728,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,68.6985,146.6140,137.0206,186.0473,140.0569,147.2737,104.0586,72.0485,67.2215,99.3378,128.2642,115.7866,102.9475,70.4568,70.4707,35.8229,30.4132,62.8244,53.8721,37.8111,29.6126,37.9769,37.7667,46.7743,15.7792,25.1100,30.5537,19.3246,17.4547,15.4998,11.1248,11.6801,20.5170,14.6393,9.8976,7.6155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-09T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,84.1,76.6,-131.0,10.4,,,,SYNTHETIC_ST023,13.016690,121.928936,480.3,550,inferred,61.4,0.76,0,106.9049,84.9362,100.2485,74.9644,31.0567,,,,,,,,,,,,,,,,,,,,,,32.4276,29.7083,,33.4395,36.7835,28.4236,,,,,,,,,,,,,,,,,,,,,,,,,19.4043,35.6084,18.3622,31.8795,74.5839,28.9581,13.8293,67.2153,81.0516,46.0840,60.6146,44.0724,36.5135,50.3388,21.8815,42.0781,35.9030,30.1093,14.2338,9.4152,22.5045,9.9072,9.3629,10.2236,12.4166,8.5625,8.3491,5.3310,7.1400,10.1060,6.3330,3.1510,3.2042,5.1232,2.0864,2.1867,22.9847,44.1093,28.8380,24.8860,48.4753,22.5233,18.7480,57.2841,59.5518,43.9452,43.2274,50.0494,51.1714,31.7415,23.8529,27.4591,20.7236,26.4743,14.6374,10.5322,30.4687,12.1907,7.1366,11.0969,18.9496,10.3913,9.8794,5.1477,10.5584,13.7902,5.8913,3.3606,3.8700,5.6108,2.5737,1.3581,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,25.1207,36.4091,24.3449,30.0189,61.4393,30.8805,15.7275,55.4234,78.6853,59.6270,51.8705,39.6416,48.6572,38.7730,20.1192,35.4990,28.3736,26.5360,15.3111,10.8848,28.5163,9.9138,9.4822,9.4176,14.6165,9.2119,8.4521,5.9700,9.9771,11.6354,6.4424,3.9597,3.7933,4.4225,1.9957,1.6887,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-07T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,301.2,68.6,169.3,11.7,,,,SYNTHETIC_ST024,14.192652,122.889192,356.0,400,measured,86.7,0.59,0,85.8704,69.1690,84.9411,30.1815,0.0000,,,,,,,,,,,,,,,,,,,,,,93.7427,135.5605,,127.7670,140.5437,108.6019,,,,,,,,,,,,,,,,,,,,,,,,,172.3296,164.8425,217.4302,189.3471,159.3524,124.4318,102.8291,124.4776,88.8919,189.4469,181.0907,118.7167,104.6231,110.7330,121.5369,42.7625,39.3096,47.8148,63.0088,100.6641,40.6016,44.8889,41.8935,26.1584,21.6622,64.9850,16.4471,26.2235,26.2112,30.5108,58.8029,35.2833,16.2002,9.8767,7.8860,33.9745,204.8083,125.9370,131.0236,269.5852,144.1600,187.8935,101.8744,110.3301,79.7593,174.7665,217.7853,92.5856,90.9333,103.0785,94.5263,56.8908,51.4379,39.7268,74.4335,92.9870,47.4356,36.6176,55.3453,21.9812,22.0064,63.6799,19.1134,16.0084,31.0989,19.7145,41.2531,33.7741,15.7880,7.5283,8.6108,27.7155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,191.6817,139.2407,178.0857,240.0970,156.8774,167.3552,114.0093,96.8308,89.5799,168.5006,198.1093,99.8733,129.7048,98.7625,116.8074,47.9976,51.5559,53.2043,58.2491,84.3791,57.4413,40.2264,57.4758,27.4833,23.7853,54.2770,19.6889,22.2324,34.3602,24.7500,45.6961,27.3267,14.8329,10.2827,8.3400,27.0639,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-07T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,34.9,32.4,49.7,9.1,,,,SYNTHETIC_ST025,12.800672,122.432330,2.8,300,inferred,200.0,0.79,0,81.1648,65.6013,75.9070,11.4774,0.5020,,,,,,,,,,,,,,,,,,,,,,46.3517,38.8954,,39.5855,43.5441,33.6477,,,,,,,,,,,,,,,,,,,,,,,,,33.3795,30.5644,26.1111,39.8067,38.2168,82.1935,69.4838,61.6968,55.2827,30.2287,46.1389,30.0592,27.2367,14.6625,27.0991,31.2423,23.5381,21.1845,36.7250,33.0488,14.9579,13.8729,13.9503,19.4020,18.2608,15.4684,8.3116,6.7799,10.0590,7.0160,5.6656,7.6135,4.2495,5.4064,4.8595,3.1787,23.1809,30.7716,23.3718,34.3865,54.0319,65.7871,50.3727,77.8782,62.7172,32.2078,27.4329,37.1716,43.8551,15.1542,24.1079,45.4105,31.5450,13.4542,36.6332,18.6990,14.0539,18.2672,16.9978,19.4638,18.3745,14.7655,6.7866,5.7557,13.1695,6.1331,5.5383,7.6718,4.9097,5.4922,6.1921,4.1110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,26.9858,33.1281,32.1585,33.1102,48.3342,69.3670,60.2178,60.8720,49.7039,34.3777,38.0570,28.8230,34.5437,18.3213,33.2245,38.0470,29.8431,17.8861,35.5237,26.4327,13.3523,17.5654,13.2910,16.6152,14.9619,14.1538,8.4482,6.1164,10.7299,7.1219,6.1351,6.3145,3.8253,4.7167,5.4447,3.2939,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-05T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,281.0,51.5,24.7,14.0,,,,SYNTHETIC_ST026,14.013423,121.929212,234.1,400,measured,352.6,1.00,0,116.8451,87.3641,112.3519,-3.8927,18.0826,,,,,,,,,,,,,,,,,,,,,,18.4646,18.0943,,25.1364,27.6501,21.3660,,,,,,,,,,,,,,,,,,,,,,,,,28.5110,28.2593,35.7579,20.5131,16.3517,26.5014,22.3014,34.3529,23.9218,35.2027,44.3822,19.2424,35.9320,46.4656,26.9316,8.8906,7.5185,13.3569,7.7125,10.7522,9.6888,18.5512,9.8396,16.5186,5.2706,8.7699,9.9111,6.1444,4.2577,7.3123,2.8794,4.8015,2.1023,3.9808,3.2400,2.1387,32.0440,27.0935,42.0243,27.0560,21.6915,37.1406,37.0461,24.3724,31.6703,42.5650,35.1370,28.2566,32.0101,35.7166,22.9426,10.2131,13.8718,12.5610,9.8503,9.8034,12.2341,15.9183,8.5561,16.1326,4.8088,7.7065,9.1108,5.6363,4.1474,9.3823,3.9298,4.0653,1.9177,4.0465,3.2425,1.6654,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,34.7922,28.8793,42.3089,21.1986,18.0373,30.9886,30.5587,29.4143,29.0299,34.9244,45.0828,23.9357,28.3867,41.2800,27.6109,10.0882,10.6735,10.4360,8.8690,10.8713,11.1863,14.5921,11.6558,13.6024,6.7231,8.7837,8.6784,4.7380,3.8296,7.4204,3.5903,4.6393,1.8521,3.1908,3.8879,1.7489,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-17T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,43.1,60.8,10.7,12.5,,,,SYNTHETIC_ST027,12.855890,123.482481,272.1,500,measured,350.9,0.88,0,95.1870,91.3717,91.5736,35.7296,43.8822,,,,,,,,,,,,,,,,,,,,,,169.3689,118.4034,,130.7455,143.8201,111.1337,,,,,,,,,,,,,,,,,,,,,,,,,234.6737,199.9728,102.0772,139.1978,116.3236,147.0795,105.0935,103.8192,172.4454,328.9476,79.7785,165.6690,81.3603,93.7609,92.3069,61.2103,94.4601,93.0947,40.9849,60.8512,46.3152,66.4077,40.2564,67.6727,36.2772,52.0624,45.0130,26.3317,32.5605,36.5506,20.5500,14.5011,10.5405,23.5260,19.2340,10.8844,224.3942,132.7550,122.6827,183.9845,164.0146,146.6682,129.7684,73.9673,192.4110,290.3303,78.8496,119.8759,107.0384,163.5755,95.9684,42.9477,72.3624,88.8347,48.0772,85.5649,67.4272,71.2194,39.5994,41.0506,45.5703,38.2321,28.5758,27.9315,27.6452,29.6887,17.5275,15.5289,10.8989,21.0097,16.3599,14.8366,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,181.5917,164.2573,136.3781,189.4342,140.8908,125.5880,135.1435,105.2464,169.0195,285.0231,112.2456,135.1087,106.8246,128.8932,94.8142,55.0418,72.7913,74.8268,57.6056,85.3276,59.8467,61.2508,37.4868,56.3154,47.1455,46.4378,40.4995,26.0147,29.0606,34.1397,17.5513,12.0953,11.5228,18.8779,19.4598,14.2046,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-09T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,167.1,26.0,-117.1,14.8,,,,SYNTHETIC_ST028,13.493704,120.916307,378.7,350,measured,130.4,2.50,0,206.4499,184.4219,205.1762,38.2194,99.9432,,,,,,,,,,,,,,,,,,,,,,7.4716,9.6223,,8.4175,9.2593,7.1549,,,,,,,,,,,,,,,,,,,,,,,,,10.0590,13.2999,7.5939,9.1324,13.7094,12.4032,13.1313,6.5508,10.6851,10.0863,9.5381,13.4655,13.1906,7.9631,5.9523,7.9830,2.2753,3.3436,5.8982,6.3837,6.4396,2.6985,6.0336,1.7794,2.6868,2.2856,1.1519,2.1844,0.7988,1.6440,2.2996,1.6051,0.6663,0.3811,0.5459,0.7457,16.7462,9.7181,8.6837,14.3671,9.2631,16.1182,8.5581,4.3089,11.8646,9.4517,7.4758,14.5863,8.0873,6.1196,5.8675,7.1952,1.8645,3.6948,6.3032,5.3743,3.6502,1.9732,3.6791,1.5103,3.5002,2.0406,1.4434,1.7399,0.9937,1.1128,1.8946,1.3162,0.5317,0.4446,0.6071,0.5073,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.8261,12.1127,7.0767,12.0836,10.7324,13.3164,11.1458,5.8610,11.2520,8.5379,10.4223,12.1237,10.5336,8.4108,5.3016,6.8788,2.0648,3.2979,6.9461,5.7730,4.9816,2.4847,4.9389,1.7884,3.2231,2.4264,1.1890,2.2561,1.0489,1.5895,2.1463,1.5971,0.7258,0.4571,0.5548,0.6602,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-04T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,91.5,31.8,-136.5,9.9,,,,SYNTHETIC_ST029,12.824882,122.859065,137.7,760,inferred,101.9,2.56,0,66.6160,47.5461,66.7028,-16.9049,0.0000,,,,,,,,,,,,,,,,,,,,,,57.7068,63.9720,,70.8627,77.9489,60.2333,,,,,,,,,,,,,,,,,,,,,,,,,48.3634,40.2824,49.8984,21.9854,78.9294,48.4772,60.1158,92.6425,60.3055,57.0187,90.1367,49.5611,166.2875,82.4445,32.7567,54.7480,55.2063,51.4802,41.8352,30.2813,30.7870,14.5182,18.4640,25.0655,32.6229,26.3100,20.6302,11.3528,14.0175,11.3932,17.7009,9.3938,14.8821,9.8134,5.5869,4.2524,30.4982,64.2833,53.9519,35.7263,73.4033,51.6904,43.3548,90.0341,82.9749,43.3933,86.9674,67.1980,135.9845,105.9937,26.3541,61.6777,79.7526,54.3231,42.9590,26.9429,34.4599,10.7758,22.4436,34.1318,28.0691,18.4838,18.4258,10.6525,18.2783,10.8088,11.5523,8.8990,8.5173,9.7729,4.8319,4.8638,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,41.8988,52.0491,51.2077,31.2914,76.4868,41.4814,53.9111,84.6426,67.5233,51.1145,96.0207,63.3039,134.9887,92.8067,31.7364,49.2352,70.8133,50.2004,37.1469,23.9264,27.8730,15.2273,24.1713,29.1396,25.2867,22.4754,20.1329,10.2711,16.7957,9.6708,15.8644,8.0092,11.6312,8.0351,5.7845,4.6189,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-24T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,185.0,42.6,-25.7,11.7,,,,SYNTHETIC_ST030,12.870813,122.783857,348.7,550,inferred,69.4,1.96,0,61.5541,61.2485,60.3387,-23.9012,29.1602,,,,,,,,,,,,,,,,,,,,,,42.9277,45.2089,,50.3250,55.3575,42.7763,,,,,,,,,,,,,,,,,,,,,,,,,38.4855,31.4180,36.2644,35.3042,40.7453,72.4574,41.0368,48.9364,63.4464,115.3738,87.3965,58.6249,77.8459,57.4593,30.7522,26.2850,33.2909,30.0623,42.8360,40.5760,24.9057,11.1498,39.1317,19.4484,9.6324,18.8487,8.8828,11.0957,17.6906,10.6615,4.0518,4.2958,7.1688,6.2039,2.6606,5.9524,43.4093,54.1657,38.0615,45.1665,37.2549,68.5910,40.8048,49.8806,80.8721,124.5003,112.2674,58.8696,108.9819,42.2456,29.4317,33.5801,21.9125,37.8315,29.5014,60.4950,19.8916,12.2291,45.4591,13.4201,9.3771,16.5790,9.6891,9.8781,18.7988,11.4835,6.8487,6.5933,5.9532,7.2590,3.1804,5.1895,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,48.5792,43.0081,36.4712,38.5901,50.2829,72.2346,49.2805,54.4264,62.3062,96.6108,90.3416,54.8809,87.2162,45.3510,24.6649,28.4170,26.8698,29.8138,41.8817,54.8856,26.0922,10.9029,35.9687,16.9391,12.8004,16.0206,10.3869,10.2916,17.3284,9.9547,5.4492,5.6251,6.1844,6.6206,3.4030,5.0509,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-03T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,109.7,64.9,145.3,12.9,,,,SYNTHETIC_ST031,13.309143,123.269001,322.5,400,measured,176.8,2.11,0,49.7784,43.1341,50.2527,-15.6875,0.0000,,,,,,,,,,,,,,,,,,,,,,80.3493,63.5256,,79.7487,87.7235,67.7864,,,,,,,,,,,,,,,,,,,,,,,,,52.7607,105.2060,125.6783,129.6023,64.3580,77.5281,66.7004,46.2677,56.8456,54.3367,65.5106,97.2667,128.1192,74.4600,22.4226,71.9888,56.0863,32.0607,63.0259,60.5869,50.7528,9.9902,20.6721,27.7352,15.7999,17.0500,21.7887,10.1402,17.4099,13.1982,9.1501,9.0191,10.1432,10.6160,9.4984,8.7750,76.1078,108.0198,130.7217,110.0440,65.9663,67.0374,46.3687,50.4087,46.9409,52.6276,48.1171,81.7727,83.0584,69.7029,26.1726,72.5953,73.1961,32.0333,89.0035,67.7142,42.0684,11.8379,18.7497,31.0402,14.7294,16.6993,16.3046,15.9387,20.3494,11.9872,6.8006,13.6221,10.8630,7.3702,8.5723,10.4995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,63.3783,89.1730,103.7950,125.8521,86.9212,86.2851,61.0092,51.9470,53.1364,59.1455,68.4553,85.0316,106.4055,76.1576,25.3855,59.7380,71.5385,42.9839,88.6218,64.2436,40.8052,10.1603,22.4821,31.7119,15.7018,14.1050,20.3934,12.5578,15.8900,14.4199,9.2184,10.9447,11.0643,8.2400,8.4638,10.2274,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL003,2000-01-28T00:00:00,,13.423000,122.824000,17.0,,,6.35,,,,124.2,67.6,139.4,15.0,,,,SYNTHETIC_ST032,14.645025,123.457818,150.9,350,inferred,355.2,1.60,0,152.1149,147.8819,143.5159,41.7643,7.1538,,,,,,,,,,,,,,,,,,,,,,5.3843,6.4813,,6.4252,7.0677,5.4614,,,,,,,,,,,,,,,,,,,,,,,,,4.9881,9.6267,4.0098,7.9880,4.8516,5.8715,2.7848,8.5147,3.6116,13.2598,9.2323,6.2271,5.9914,7.8698,6.7217,4.5566,3.9999,4.2782,3.6462,3.5540,3.3034,2.4227,3.9486,2.3741,1.0458,2.4476,3.0012,0.8749,1.5836,0.9518,1.1161,0.8392,0.7115,0.5536,0.4576,0.5108,6.6633,8.8704,5.7700,8.5305,4.4533,4.3439,2.8261,6.8607,4.0937,13.9130,8.5288,5.2362,6.6244,7.3756,5.6733,5.6975,4.9153,4.6067,3.1141,2.9520,3.7423,1.6585,3.9219,2.1680,1.2276,3.1802,2.7418,1.1896,1.5347,0.7832,1.1142,0.7469,0.8900,0.4512,0.5553,0.4475,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2790,8.0885,5.2211,8.0899,5.7334,5.5632,3.5334,6.7929,3.3361,11.6643,8.6776,6.2964,5.7083,7.3281,5.3627,6.1467,3.9462,3.8521,2.9382,2.8973,3.0151,2.3669,4.1178,1.9382,1.0572,2.6888,2.8701,1.0260,1.4954,1.1137,1.1012,0.9072,0.9313,0.5267,0.4288,0.5443,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-04T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,269.2,46.8,71.8,18.0,,,,SYNTHETIC_ST033,11.998546,123.360129,153.6,500,inferred,101.5,1.50,0,118.6812,103.6438,120.3863,78.4829,9.3391,,,,,,,,,,,,,,,,,,,,,,53.8664,61.4587,,59.6486,65.6135,50.7013,,,,,,,,,,,,,,,,,,,,,,,,,114.5681,69.9632,105.9968,47.5920,50.0558,111.6117,68.4052,79.4742,46.1399,67.5173,58.7483,56.7815,85.6922,52.4231,57.8055,54.9485,37.1338,25.7797,53.7986,19.9182,38.7630,60.0190,21.8257,14.6724,15.8874,12.6045,15.9056,10.8712,9.9209,9.6035,9.7331,11.4408,5.6139,5.0077,3.5103,5.0519,115.1664,75.0852,169.0566,42.7338,64.4592,124.2168,81.9085,67.7303,49.8600,64.3176,56.1356,64.4284,77.0915,50.3792,37.5113,57.2947,52.2149,39.7035,44.1051,23.4848,36.1209,52.7962,25.0144,16.2262,15.9057,12.1259,19.0909,15.5626,6.9338,14.0306,6.0849,15.5105,8.2651,4.1078,3.7637,6.3677,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,102.4544,99.4963,134.6510,57.1290,69.2667,110.2225,64.6257,82.4949,42.1704,63.7131,70.0216,81.0964,66.0141,49.8485,50.6109,45.8723,40.8576,31.5651,51.4847,26.7923,30.5652,50.5257,19.5481,12.7091,16.2896,16.3746,14.7247,12.2226,9.8236,12.7063,8.1609,12.5430,6.5168,5.0107,3.0758,5.9447,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-20T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,113.6,73.9,137.2,15.6,,,,SYNTHETIC_ST034,13.368621,123.353327,456.1,500,measured,124.4,0.96,0,43.2387,37.2909,46.9353,-18.8782,5.9498,,,,,,,,,,,,,,,,,,,,,,307.2102,266.9375,,265.1661,291.6827,225.3912,,,,,,,,,,,,,,,,,,,,,,,,,131.8972,370.2850,467.2076,296.3316,153.2182,273.3329,156.9215,432.6089,247.6233,399.8275,218.7489,389.7585,255.5253,120.9533,117.1474,84.9268,103.7762,94.4406,133.3635,121.9776,169.8894,162.8720,78.4461,139.3618,91.0457,49.3546,54.0657,40.9550,95.9272,36.8374,46.3689,39.4305,32.0188,30.9800,15.0308,18.3128,172.3847,490.5764,447.7326,234.8654,240.0161,224.0652,165.6955,640.2018,246.8683,319.1650,270.0812,416.7241,300.1855,174.5609,158.1525,134.4545,115.7397,134.9130,138.5902,172.1679,181.8635,186.7266,95.4245,137.1032,61.5703,55.4871,77.3084,53.3349,72.7263,32.5399,45.4434,40.6747,30.3555,28.1714,22.7705,19.8664,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,169.7633,388.1779,384.1410,304.1427,217.3150,294.6487,193.1838,502.0733,259.4637,347.2782,209.7615,350.6261,247.3135,147.9302,165.9676,108.7853,116.6764,111.0302,167.1211,143.0699,198.5010,157.4410,86.1425,131.0597,70.7083,55.1415,72.3727,41.8656,76.3059,34.5118,51.1699,36.1148,25.9763,24.5238,18.7794,23.6287,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-17T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,275.4,25.0,-85.5,18.1,,,,SYNTHETIC_ST035,14.581893,123.119074,362.4,550,inferred,268.8,2.71,0,171.1258,124.6935,162.0140,154.9014,22.4568,,,,,,,,,,,,,,,,,,,,,,28.9459,27.7305,,32.6842,35.9527,27.7816,,,,,,,,,,,,,,,,,,,,,,,,,35.1575,38.0483,68.3964,14.2354,40.1693,37.1095,32.7154,19.9038,34.3910,22.4118,27.6704,40.8359,33.0407,30.8000,17.7662,15.9919,19.7837,12.3808,18.5377,31.7444,12.5273,6.3694,19.9276,9.1390,13.2030,8.8240,11.0842,8.5689,11.0146,3.0301,8.1892,4.8249,4.4470,4.7189,3.3513,2.9676,43.4524,58.2618,50.3388,11.9993,53.2481,37.8134,31.4111,20.4094,39.7329,23.0994,47.0055,29.3310,33.4341,28.1481,14.9193,14.4568,28.3201,13.7600,25.4582,24.8862,12.9595,6.8755,19.7158,8.0028,18.4713,11.5649,8.1911,8.3965,12.1267,4.0692,4.7269,4.0056,4.3932,3.4526,2.7836,3.5332,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.3875,53.0555,56.2368,13.8970,41.5441,35.0569,30.2497,22.4699,33.5915,26.1856,39.5261,41.6048,26.3639,32.1416,21.1823,15.4312,24.7928,14.4334,21.9709,28.5784,10.9337,7.8689,18.4150,11.2456,18.0917,10.2424,9.7549,9.4668,9.3370,3.3737,6.4432,4.9129,3.6907,4.0649,2.8823,3.0391,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-04T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,91.2,58.3,-108.5,13.7,,,,SYNTHETIC_ST036,12.782401,121.184523,210.1,760,inferred,348.2,1.04,0,213.3745,195.9784,196.3656,131.6706,39.4116,,,,,,,,,,,,,,,,,,,,,,5.0275,7.0705,,6.5483,7.2032,5.5661,,,,,,,,,,,,,,,,,,,,,,,,,5.2357,9.6075,12.2535,7.6050,8.4207,11.0943,13.2242,6.8245,15.2891,6.4108,4.8695,5.0874,4.8031,10.2344,4.7474,5.5971,3.2859,5.2569,4.4255,3.0249,2.2620,1.9570,2.2329,2.0021,3.0200,1.6332,1.0204,1.2651,0.7312,1.4374,1.4793,0.9112,0.7124,0.7612,1.1144,0.5273,4.6680,5.7749,13.1561,6.2110,9.8932,9.1877,13.8623,7.3886,15.6773,5.4294,7.7279,4.9402,4.7920,12.8346,3.9263,5.9874,2.5009,4.5025,4.2487,4.0627,2.4607,2.0204,1.5776,1.4613,2.0261,1.2510,0.9466,0.9635,1.2389,1.7328,0.9227,1.1121,0.7561,0.6416,1.1229,0.7893,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.0482,8.1872,12.4381,8.2409,7.8611,8.5461,11.7989,8.8001,13.2486,6.6555,6.2362,5.1327,5.9016,11.2639,3.8019,7.5502,3.5705,4.8549,3.6451,3.5871,2.4257,1.9599,2.0588,1.9746,2.4671,1.6477,0.9321,1.1288,0.9847,1.7418,1.2530,0.8806,0.6332,0.8857,0.8798,0.6954,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-23T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,239.5,73.0,-119.9,17.9,,,,SYNTHETIC_ST037,12.936080,122.604641,239.4,550,inferred,172.6,1.34,0,58.6811,50.9025,59.5734,36.3331,19.7402,,,,,,,,,,,,,,,,,,,,,,39.7947,65.0338,,50.0622,55.0684,42.5528,,,,,,,,,,,,,,,,,,,,,,,,,38.6256,30.4043,163.4701,52.0047,40.1856,54.5087,155.8663,51.5271,38.4531,68.0780,44.0030,20.0898,36.3652,31.8815,34.1329,56.1026,17.9449,30.1494,15.6899,16.7085,19.9713,14.3866,30.6611,31.1017,13.0033,15.6027,20.4123,7.4184,10.5297,10.7698,8.9757,3.1604,6.6294,5.3729,3.6276,6.1890,36.4495,31.3638,135.2271,41.5059,43.5220,52.8064,176.9981,35.0302,36.3968,63.5516,52.4736,18.3113,31.1756,45.0490,42.4831,58.1601,26.6898,25.6084,20.2929,26.4798,26.1582,9.8436,29.8104,29.5417,18.3727,13.6878,16.7702,6.1639,11.2855,7.5345,7.1752,3.1713,6.3551,5.7336,3.1793,3.7186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,39.9931,33.9791,141.1037,50.1063,34.6599,56.2816,137.2319,39.7571,43.6867,57.0567,50.8367,25.3394,39.8133,37.9633,45.2006,49.4667,22.3267,24.2243,17.8247,22.7775,21.9764,11.7742,28.0864,33.4610,17.9428,18.7424,17.9221,7.3974,12.0495,10.3271,9.5536,4.0610,6.4017,5.0233,4.2791,4.9335,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-20T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,295.8,68.2,44.3,16.4,,,,SYNTHETIC_ST038,12.194626,122.680661,141.6,400,inferred,371.2,1.08,0,106.4401,75.2810,104.0858,-4.5526,52.3000,,,,,,,,,,,,,,,,,,,,,,23.7716,16.9769,,21.3924,23.5317,18.1836,,,,,,,,,,,,,,,,,,,,,,,,,24.3497,20.5933,23.6513,15.8606,14.7926,46.3533,12.5420,10.4534,13.3954,24.9337,7.5531,29.8555,17.6144,23.3151,9.9457,13.3226,17.3453,20.8396,11.6114,17.8406,8.8998,20.0530,3.4077,27.2252,4.7607,8.5115,7.5535,3.2093,2.5497,3.3316,4.3214,4.6942,4.9568,1.4124,1.0418,1.4082,18.0072,15.1407,30.8724,17.6503,18.3825,41.4797,12.3614,14.0395,14.9305,19.2430,11.1897,33.9331,24.7475,32.2208,7.9321,9.4772,18.8694,36.0841,7.2002,14.6702,5.9845,23.2465,3.3347,17.9150,6.9245,9.3048,8.2954,2.9795,3.5722,3.5280,4.8109,3.6101,4.7083,1.3162,1.5473,1.2837,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21.2894,19.1994,26.1063,17.9608,17.8843,40.2997,11.2279,11.2892,18.1986,22.3038,10.2075,27.1961,20.1193,25.0186,8.0057,12.5891,16.7359,28.7898,10.1265,16.0642,6.9143,27.2014,2.6330,21.4461,6.0851,8.4070,7.9478,3.3575,3.2728,3.1771,3.8823,3.7682,4.5320,1.7770,1.2855,1.7887,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-05T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,66.5,65.7,40.3,17.4,,,,SYNTHETIC_ST039,14.815302,122.318802,478.7,760,inferred,235.5,1.08,0,215.8605,204.3140,211.3624,98.2750,68.3928,,,,,,,,,,,,,,,,,,,,,,7.6880,10.1898,,9.1600,10.0759,7.7860,,,,,,,,,,,,,,,,,,,,,,,,,10.2104,6.7461,9.5281,6.6603,11.8473,11.5421,17.0995,30.8651,5.8056,7.2913,12.9940,6.6390,8.1288,7.7535,7.2853,3.6752,8.1958,4.2327,6.7903,4.3654,4.7639,4.4577,3.4327,1.9680,4.3116,2.3374,2.9905,2.2952,2.1561,2.4207,0.9787,2.1593,1.1403,0.8528,0.6434,0.8072,12.4110,7.1547,12.4853,5.8717,7.2492,13.0287,10.9540,25.1408,6.3219,11.4754,12.4272,6.3804,7.7751,4.7022,5.6779,3.5866,5.5448,5.7376,6.6281,3.3938,3.8615,4.8222,2.3993,2.5697,3.1399,2.6084,2.8715,2.1725,1.9779,1.7676,1.2239,1.5569,0.7538,1.1180,0.7152,1.0545,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.1521,6.3473,10.3076,8.1626,10.2244,10.0768,14.8091,25.2935,6.4872,10.0556,13.9988,6.2852,6.6332,6.4817,5.6148,3.5522,7.6001,4.7950,6.9515,4.3214,3.9767,3.8190,3.0713,2.4376,3.8238,2.0963,2.5389,2.3671,2.1257,1.9063,1.0542,1.9706,0.9337,0.9628,0.6648,0.9823,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-03T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,216.4,20.4,137.6,17.3,,,,SYNTHETIC_ST040,14.068361,123.114955,420.5,250,inferred,258.9,2.55,0,114.0355,99.9702,107.1160,24.3543,9.9332,,,,,,,,,,,,,,,,,,,,,,31.1656,30.6486,,37.7956,41.5752,32.1263,,,,,,,,,,,,,,,,,,,,,,,,,40.8092,45.7561,28.5262,36.8385,32.7862,35.3236,46.9289,56.3323,31.9694,16.3973,28.2994,40.2899,45.2510,39.1692,26.6704,16.8447,34.0418,17.4931,21.6009,12.6874,17.1789,8.9621,8.5866,25.7127,17.4347,9.6416,8.7007,9.2731,10.8619,4.5967,4.1070,7.8295,7.4928,5.1634,3.6985,2.2647,37.2963,46.4168,48.3147,40.2518,32.5957,31.7306,36.1207,54.2238,42.5054,25.7798,28.2830,57.1704,68.2098,43.2245,18.8838,17.3099,38.8068,20.7537,20.1640,16.1106,22.2798,6.8700,11.2534,19.6802,19.6390,11.2940,8.1767,13.6334,7.9568,4.6660,3.2439,8.2786,7.9829,3.5547,3.4847,2.4174,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51.8393,43.7082,37.2729,46.2330,31.4234,27.6014,40.4174,45.4837,43.2629,21.2067,34.2646,54.8229,60.1261,36.8524,22.0657,16.1180,34.1155,17.5168,24.7067,16.4574,20.8381,9.4460,10.3778,23.0812,16.9269,12.5493,6.8183,11.3584,11.0307,5.8822,3.3187,6.5877,7.2118,4.9979,2.9595,3.0616,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-09T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,149.0,49.8,-94.4,16.3,,,,SYNTHETIC_ST041,12.360718,123.572447,156.4,450,inferred,381.3,1.04,0,89.4836,65.7752,84.4455,60.2686,1.4136,,,,,,,,,,,,,,,,,,,,,,77.0484,67.0783,,87.4168,96.1585,74.3043,,,,,,,,,,,,,,,,,,,,,,,,,68.0374,89.2989,76.3431,156.7432,58.6046,158.8438,54.1315,62.5437,71.3736,96.5266,125.9202,87.9046,64.7721,59.3123,68.1853,32.4206,34.3198,39.1163,38.6198,37.2764,33.2894,32.6772,45.8405,30.6417,27.1041,44.6424,24.3011,15.2993,19.0153,19.6053,27.6196,11.6052,4.7833,6.3877,13.0287,16.0332,67.7880,123.6012,62.1509,180.1027,91.1961,111.9675,46.5408,112.1303,67.8019,134.2869,102.0209,63.5137,68.7800,60.7749,55.9534,35.8141,30.2313,34.3058,32.6634,41.9379,31.9258,32.6148,42.7093,29.0272,25.0776,35.5108,25.6127,15.5120,16.2925,22.8580,33.0689,9.1748,6.5620,9.2397,9.5195,12.1879,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,58.1036,124.9004,76.3406,154.5521,74.5627,143.6161,47.7038,89.0346,64.1715,132.6491,114.9547,71.1616,79.4235,76.9699,78.9016,39.3479,38.5144,46.1878,36.1623,37.9426,43.5979,30.8954,38.1463,25.7392,24.5837,45.5806,20.4605,13.7747,19.4185,18.3198,29.5319,9.4394,6.6606,7.9600,12.2605,13.6099,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-03T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,122.7,68.8,32.7,14.3,,,,SYNTHETIC_ST042,11.730537,122.174511,243.0,300,inferred,185.4,2.47,0,179.3862,138.6847,166.8590,-46.9040,24.6947,,,,,,,,,,,,,,,,,,,,,,22.4672,18.4184,,21.8826,24.0709,18.6002,,,,,,,,,,,,,,,,,,,,,,,,,25.9954,20.0014,18.0460,33.1594,45.9569,37.4125,52.3308,37.3535,27.7372,29.1955,21.6196,15.5697,8.4159,23.5108,10.6411,15.1152,9.8000,8.2708,9.5408,7.5234,6.7858,8.4354,18.7744,16.0060,6.7295,3.2656,4.7575,5.7998,2.8248,3.2405,1.7527,2.2248,1.5451,3.9073,2.3936,2.2126,21.5750,21.2781,12.1853,19.3136,36.6510,41.1486,52.7383,24.1768,25.4294,22.7984,25.8881,22.3299,6.9957,43.0893,11.1877,10.7472,13.0241,5.7052,9.9563,8.3181,7.7693,8.0945,13.2978,15.2817,9.0524,4.7207,4.3087,4.9041,2.6592,4.2439,2.0837,2.4157,1.6669,5.0320,2.7117,2.0018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.6556,20.1631,15.1238,26.0374,39.5224,37.5410,42.4640,34.5329,27.2266,27.8913,20.7449,17.6382,9.2833,33.3547,12.1403,14.6845,10.7040,6.7826,10.7095,8.0989,8.3473,6.7231,17.0360,21.5410,6.9950,4.3495,4.0546,6.0704,2.9120,3.9933,2.0815,2.3506,1.4844,5.0883,2.1019,1.7149,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL004,2000-01-10T00:00:00,,13.043000,123.135000,21.0,,,6.35,,,,220.7,74.2,12.6,18.9,,,,SYNTHETIC_ST043,13.117481,122.802416,439.5,350,inferred,192.5,2.77,0,36.9620,34.0976,40.2684,34.7670,0.0000,,,,,,,,,,,,,,,,,,,,,,124.8733,107.4798,,119.5670,131.5237,101.6319,,,,,,,,,,,,,,,,,,,,,,,,,69.8471,130.7776,136.7372,130.3354,234.8410,135.3706,93.3756,115.1429,243.8844,230.3193,76.4515,131.2812,200.3758,87.2366,50.7770,43.1335,52.9785,47.2418,120.7533,108.4515,40.7412,31.1953,41.0323,14.2959,31.8169,20.6610,26.3836,21.7101,22.3843,17.3263,13.5860,24.6844,16.2469,14.6482,14.2491,9.5337,98.5679,123.9347,181.4521,129.9409,187.8767,106.0296,146.4563,113.6846,226.2960,193.8142,111.0369,92.9754,198.8175,83.5433,49.8197,56.4063,32.2063,63.1864,120.7558,143.2911,37.4058,42.0945,39.2753,19.2035,42.0790,20.6285,19.0544,16.6007,23.5849,11.8719,13.5617,27.0221,20.2464,10.0348,16.6754,15.7196,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76.6078,117.0761,154.9531,124.4984,214.7035,136.6198,125.1487,133.0931,213.0259,210.2425,94.9425,129.1587,155.2767,72.5419,53.5753,53.8920,43.9620,64.5808,122.5002,129.0787,43.6181,35.7222,44.1586,18.8496,34.8756,23.9255,22.3327,19.6440,20.2916,13.3698,19.2341,24.3158,17.8359,13.6690,13.4873,12.3322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL005,2000-01-21T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,163.2,79.7,97.0,8.8,,,,SYNTHETIC_ST044,12.602626,123.508992,311.0,450,measured,273.7,2.43,0,47.7846,37.0809,48.5593,9.5776,21.7576,,,,,,,,,,,,,,,,,,,,,,371.2433,507.6943,,434.5066,477.9572,369.3306,,,,,,,,,,,,,,,,,,,,,,,,,402.9302,435.4848,628.0464,491.6353,643.2734,500.5859,364.1526,622.2082,203.5170,445.7137,277.9780,724.0846,340.8020,513.0450,172.8007,195.1883,319.6457,255.1318,190.9239,321.7377,294.1259,128.5412,80.9853,122.5458,179.6436,138.0694,265.1496,78.2894,69.4486,58.3454,114.5163,34.7857,65.0598,42.2486,90.5019,32.2448,560.2849,604.9722,400.1467,571.3565,716.8279,632.4583,557.5894,379.4350,209.9610,377.3385,445.1637,614.6488,212.9888,571.4697,228.3628,135.6658,267.9481,336.3976,144.3110,404.2645,312.4362,187.2962,68.4428,121.4926,226.3000,127.1064,147.0507,78.2079,91.7277,72.7427,84.0182,53.4162,55.9995,54.4226,86.8351,45.3558,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,431.7938,509.3729,487.7450,525.4868,670.9486,655.4318,490.6081,533.4697,290.5225,477.0613,395.8547,622.8179,287.0237,614.0515,223.6259,150.7291,246.2205,277.5546,165.1202,391.4692,334.4916,168.2343,84.1152,169.8677,192.4903,127.1305,207.1571,86.6444,83.9759,57.5471,100.0465,46.8040,52.2860,49.9624,72.8211,42.5183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL005,2000-01-24T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,244.2,39.5,171.3,9.5,,,,SYNTHETIC_ST045,12.672115,123.401011,399.6,350,inferred,72.2,2.59,0,34.8147,30.8001,36.3732,-14.1116,0.0000,,,,,,,,,,,,,,,,,,,,,,230.0437,226.6544,,195.6385,215.2023,166.2927,,,,,,,,,,,,,,,,,,,,,,,,,367.1335,221.2207,244.0082,174.6932,220.6495,235.5455,173.9871,340.5316,190.8735,154.4632,162.2682,313.1915,345.4351,199.9797,96.0860,101.5767,82.1298,153.9921,186.1935,104.2409,80.4375,74.2820,56.2514,60.4841,51.6177,57.2988,72.1339,86.7788,46.5029,13.9932,35.0840,44.5604,31.3757,16.7693,17.5462,13.0487,313.3948,260.5388,227.7304,277.7739,241.1406,270.2971,251.9350,334.5201,140.9536,205.9339,109.9579,265.3899,268.3948,264.2466,116.3495,141.9639,64.9076,177.5519,152.3730,83.5371,75.3954,117.0776,36.1079,97.2167,48.0993,46.3841,55.3450,65.7141,54.8938,22.3462,33.6201,53.0710,29.6566,25.9719,14.4437,14.4190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,347.7133,233.0865,236.4318,229.8654,206.7042,334.6721,230.9099,287.5026,171.1233,163.0703,152.1755,246.5727,295.3573,259.5438,126.8612,122.1511,74.9635,138.5885,189.0966,95.9052,83.7190,102.3182,44.8248,78.5876,45.5648,51.8021,61.7910,71.0177,55.8662,17.7812,36.0577,41.2897,38.2012,21.4469,17.9934,12.2848,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL005,2000-01-16T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,301.3,36.8,82.8,8.6,,,,SYNTHETIC_ST046,11.951257,122.398337,43.5,550,measured,113.7,1.32,0,143.2224,122.6744,135.5339,113.6182,0.0000,,,,,,,,,,,,,,,,,,,,,,71.6654,84.4852,,68.4039,75.2443,58.1433,,,,,,,,,,,,,,,,,,,,,,,,,61.5058,82.1433,29.2102,80.9298,75.2048,39.5448,81.1762,54.5953,76.5508,88.4481,76.3611,33.3178,33.5562,38.0847,43.7029,55.1481,85.6187,70.1739,38.7356,29.0591,31.9729,36.1165,46.1240,41.5385,21.2450,17.4292,23.4153,13.7012,10.2461,10.2993,11.6801,4.5607,14.0975,5.7143,3.5275,5.7021,41.4102,46.1720,41.3174,96.6025,92.1986,63.6711,100.7062,71.4877,72.3676,120.4111,95.0381,35.3526,55.8680,30.4607,35.3531,54.9572,54.9726,61.1806,45.1452,25.4500,23.3726,23.6296,38.2602,26.8967,20.0516,13.6253,23.9884,19.9400,12.5545,11.0611,19.5117,3.5003,8.4721,7.3825,3.7503,8.3442,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,58.9011,63.7704,40.5600,81.9492,89.0728,55.8973,92.5112,72.3655,63.0175,123.7645,80.9582,36.1266,45.1984,42.3283,34.4754,46.8672,75.0083,55.3775,42.1335,31.6086,28.4052,28.0244,36.5053,32.5674,23.3045,15.7284,23.6104,17.7104,11.7051,8.7287,15.7972,4.6789,11.0657,6.6018,3.4842,6.5100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL005,2000-01-14T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,208.3,59.3,103.3,10.1,,,,SYNTHETIC_ST047,12.830344,122.817099,140.7,500,measured,273.0,1.83,0,47.5209,34.1620,46.3015,38.3821,0.0000,,,,,,,,,,,,,,,,,,,,,,461.2761,436.9470,,448.2407,493.0648,381.0046,,,,,,,,,,,,,,,,,,,,,,,,,402.8986,314.5850,734.4883,726.3658,494.9486,633.5174,727.7880,1187.1257,954.9067,548.7566,285.2759,286.0547,524.1828,709.2678,265.3795,282.8801,692.1566,381.4154,109.6561,294.1565,255.7341,169.1007,229.2574,126.7518,135.7206,184.6278,110.2987,97.4156,63.6521,68.7480,81.5609,62.4786,45.8865,58.7448,25.4768,57.5998,479.8178,347.3474,1015.8852,610.8580,634.5927,699.9517,492.8017,1096.0137,852.6518,336.3664,378.3669,503.5844,572.7418,568.5291,287.5465,254.3515,587.3503,274.8566,141.0929,273.0539,198.8081,129.7509,263.7657,204.3954,156.3732,197.1849,80.3611,82.4965,48.3242,73.6712,121.2162,51.6571,49.9970,51.7743,28.5798,80.5210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,387.2718,376.2668,841.4464,570.2675,621.4247,563.1933,618.5127,1136.3152,1035.9116,426.4461,294.3849,400.1016,451.4494,553.2121,264.2050,220.6960,533.8904,304.3106,142.8950,381.9591,238.8892,158.7963,225.6780,168.9678,122.6866,185.6901,109.5392,86.2407,68.3206,71.0687,98.3353,64.7110,40.3646,48.9008,32.4056,63.9110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL005,2000-01-07T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,67.0,42.9,19.4,12.7,,,,SYNTHETIC_ST048,12.470254,122.502049,-46.4,760,inferred,334.0,2.59,0,95.7639,80.3110,88.9336,33.6969,42.1754,,,,,,,,,,,,,,,,,,,,,,48.0532,56.3976,,54.4605,59.9066,46.2914,,,,,,,,,,,,,,,,,,,,,,,,,35.8496,73.2948,43.4540,63.5154,52.4351,55.1592,51.1315,48.3686,85.1191,62.8204,33.8673,94.7402,65.5338,59.7150,27.1374,27.2134,36.0167,21.7873,11.8942,19.0043,12.9088,36.9209,37.8221,15.3254,18.3782,16.1117,9.5706,15.9808,12.9768,8.8490,8.8032,5.3675,4.2026,4.0960,9.1175,5.7765,43.8293,69.0897,33.4200,71.0197,78.4773,85.5181,45.0925,54.7935,98.3134,57.8904,34.5906,104.4058,76.3212,47.7194,41.2985,32.4437,45.4488,14.8282,16.9891,20.3852,13.4392,36.0510,32.0342,15.4970,14.0400,16.9602,12.4149,13.7110,8.2666,6.2039,8.1636,5.1539,6.5564,2.5743,6.6526,6.3790,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51.1065,57.5486,35.1680,63.8261,60.5255,74.5360,41.8764,49.0740,81.4413,78.7511,43.3474,109.7036,74.9888,47.3256,35.8626,26.5179,40.8982,19.5752,16.8059,20.5716,16.9530,44.3405,31.5486,15.0359,18.8244,13.5244,10.4307,12.9521,11.5253,7.4440,10.5309,6.8980,5.6287,3.5482,9.0443,7.4888,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL005,2000-01-09T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,341.6,40.9,-122.2,10.0,,,,SYNTHETIC_ST049,13.509729,124.521974,365.0,350,inferred,296.9,1.10,0,152.4055,115.8293,146.8264,77.1021,0.0000,,,,,,,,,,,,,,,,,,,,,,41.0094,29.8857,,39.3511,43.2862,33.4485,,,,,,,,,,,,,,,,,,,,,,,,,65.7853,37.1673,53.1563,51.5441,45.9770,16.3227,57.1527,58.2561,39.3850,46.2458,22.1563,33.5505,62.7873,27.7725,58.8794,28.2110,14.5291,16.3528,19.9043,35.0419,10.8102,24.2349,13.3781,13.3640,11.0893,8.6684,9.5124,9.6838,9.2346,15.1759,9.2871,3.8614,5.2789,5.2087,5.9699,1.1708,44.5148,53.0706,66.7731,57.8237,52.6621,18.4301,51.0415,34.9405,40.1745,32.3886,19.0081,48.6203,67.0739,25.3307,48.1640,21.6048,18.3319,19.5640,14.3672,60.9523,12.6511,22.8700,17.4046,12.3689,11.6243,7.5888,6.2675,7.0200,8.8937,10.9934,6.6383,5.9582,5.3476,4.4901,8.0097,1.5605,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62.8394,42.7645,51.9980,51.4146,49.9816,20.1886,61.6023,45.1329,51.4037,44.7130,24.7040,37.8160,64.9721,34.1492,48.8774,21.7136,19.0395,20.8045,18.8785,47.4291,11.9691,20.1476,15.4283,11.3863,11.7954,8.7496,8.1947,8.9912,12.1546,11.8262,8.3854,5.1767,4.5487,5.2394,6.5880,1.6285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL005,2000-01-10T00:00:00,,12.943000,123.240000,15.0,,,6.55,,,,318.5,29.8,-25.0,11.1,,,,SYNTHETIC_ST050,12.489388,124.006346,123.0,300,inferred,167.9,2.41,0,97.2298,69.0193,93.0641,32.5720,39.1109,,,,,,,,,,,,,,,,,,,,,,38.4449,36.7103,,36.9196,40.6116,31.3817,,,,,,,,,,,,,,,,,,,,,,,,,24.5231,26.3649,34.8847,72.9392,48.6053,59.8948,40.7373,33.0845,43.7083,33.0588,35.7305,24.9519,25.4639,45.3484,17.6975,33.4808,28.8096,24.9446,27.1720,13.5553,16.1328,24.4085,26.0209,10.1659,8.0524,12.0896,7.2138,11.6752,7.6055,4.7589,4.5551,4.6879,7.5529,2.5557,3.6104,5.7819,25.9083,24.3606,41.6311,54.7516,57.5471,53.0578,41.9899,24.1948,46.1250,48.9872,45.5862,37.8084,19.0368,32.9479,15.0271,37.5775,26.7114,27.4309,32.2783,22.0139,19.1764,22.1793,26.2248,12.2347,6.6129,10.1514,7.7059,13.8499,6.6656,3.8266,4.8164,5.8970,7.6542,1.6557,4.9089,6.0171,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24.9754,33.2141,37.6448,62.8850,62.5616,50.5130,43.8817,25.5446,51.9859,44.0218,44.5592,34.5390,26.7280,46.1881,19.8080,33.7163,24.2735,31.1816,25.1298,18.1903,18.3663,20.6369,24.8548,11.7658,8.8645,10.1232,8.1236,13.7233,6.1907,4.7130,3.8139,5.4463,6.0710,2.2498,4.2766,4.9874,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-05T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,69.1,34.7,117.8,5.2,,,,SYNTHETIC_ST051,14.555176,122.450565,-14.6,550,inferred,232.7,1.59,0,187.4686,147.3716,173.9729,-48.5775,52.6409,,,,,,,,,,,,,,,,,,,,,,20.4217,13.5538,,18.7673,20.6440,15.9522,,,,,,,,,,,,,,,,,,,,,,,,,19.5378,20.6354,44.9019,22.8924,22.1378,26.3850,13.0673,15.6386,21.6556,38.5000,11.8155,28.0113,28.3027,15.6983,22.2154,11.1649,22.2243,8.6252,16.3434,6.0048,4.9957,5.8366,3.1166,4.6144,11.2170,8.5264,4.7607,6.2131,6.7377,2.5179,1.3769,3.9058,1.3955,4.0541,1.2404,1.2094,19.1999,15.1787,47.3762,14.1291,25.4627,31.4546,21.9335,23.2530,17.4167,26.0274,8.0916,32.7869,34.8196,16.0680,16.7000,10.3856,15.5822,8.2856,11.8842,10.7860,5.6599,6.1450,3.8104,5.9701,17.7006,6.4042,3.1570,6.1020,6.8217,2.0485,2.3317,3.7672,1.3094,3.7977,1.1259,1.0287,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24.5568,18.8417,37.0627,18.8298,20.8659,28.7399,17.3265,20.3851,17.1902,30.5814,9.6004,31.2079,30.3036,19.9580,17.3293,11.2299,17.5101,6.7491,12.9485,8.4260,4.6975,5.2374,3.6935,5.0281,14.5066,6.8437,3.6997,7.3853,5.4594,2.1705,1.9115,3.9747,1.1583,3.3936,1.2357,1.0584,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-04T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,56.8,51.0,169.1,3.0,,,,SYNTHETIC_ST052,13.066238,123.448451,302.9,500,inferred,310.0,2.62,0,31.8490,24.2060,30.0541,-1.3274,6.4675,,,,,,,,,,,,,,,,,,,,,,312.6381,330.6780,,281.2880,309.4168,239.0948,,,,,,,,,,,,,,,,,,,,,,,,,275.8441,464.0326,303.4962,297.8207,474.0971,298.8947,569.4250,150.6952,183.8833,436.6364,352.1430,229.2338,340.0021,203.1906,305.6328,243.5587,95.7882,164.1356,223.4261,85.2384,115.6979,218.5257,81.4378,101.5433,280.0372,93.5288,63.1482,96.0008,32.4753,56.1177,60.2912,39.8159,70.7005,66.8999,47.1197,16.7713,207.0234,498.8956,258.8485,307.7867,468.4933,295.5198,779.2652,176.9066,224.7181,265.2187,273.4536,160.0882,326.6248,231.9946,373.9861,309.7933,106.3149,205.0275,196.1332,94.1378,117.3510,221.7481,99.6543,150.3320,231.6147,59.2057,67.1107,133.2853,38.0160,54.7146,46.4847,37.5613,67.6280,46.3364,34.9549,23.3414,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,241.7345,417.1154,319.9082,242.9535,373.6386,274.6527,695.3028,188.0743,244.0593,344.2565,281.2658,207.6081,279.3400,232.8092,288.3194,280.0232,121.6256,191.5056,201.1833,120.7015,104.0344,194.2326,110.7618,120.7548,218.7233,81.4040,71.6369,104.0613,37.9307,44.6017,59.2103,51.7019,58.8738,53.2752,40.7279,18.8907,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-14T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,41.8,73.7,-1.8,5.4,,,,SYNTHETIC_ST053,14.839824,122.362363,370.0,450,inferred,395.8,1.90,0,220.2708,164.0106,199.6215,-34.1881,0.0000,,,,,,,,,,,,,,,,,,,,,,11.2314,8.8442,,11.5234,12.6758,9.7949,,,,,,,,,,,,,,,,,,,,,,,,,22.7013,9.0785,16.9681,6.4075,7.3441,15.5997,20.0126,8.1026,41.4884,11.8123,13.1890,10.3131,21.3592,57.3741,3.6216,9.0030,5.3397,6.9459,6.7879,6.1064,9.5584,4.6853,10.2515,3.5367,4.3158,2.4225,4.3489,2.3962,2.3478,1.8307,0.6823,2.5762,2.2163,1.3773,2.1377,0.7400,15.8214,12.5254,17.6112,10.0577,12.1284,18.3817,23.7320,9.6843,25.1949,13.6091,14.3785,8.3445,19.3384,54.3347,5.6727,8.7539,5.5115,9.5667,5.1473,7.0590,5.9520,5.1429,8.7649,3.1504,4.1622,3.0630,3.8335,3.0522,2.3110,1.9603,0.8920,3.7770,1.7566,1.3633,1.7234,0.8560,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.0567,10.4294,14.7554,7.7438,10.4546,18.4025,26.4513,10.4794,32.9930,12.1010,13.3504,11.4890,19.8983,46.1159,4.6575,7.6368,5.1928,8.2292,7.2262,6.4862,7.5105,4.1044,8.2524,3.8423,4.4618,3.2123,4.7222,2.3772,2.1230,1.8012,0.9093,2.9267,1.9956,1.3229,1.7096,0.7560,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-02T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,30.0,72.6,-72.8,4.5,,,,SYNTHETIC_ST054,12.240761,123.481969,272.1,250,measured,192.9,2.18,0,93.0534,78.0591,91.1607,63.2080,36.2942,,,,,,,,,,,,,,,,,,,,,,82.4757,65.9511,,76.7726,84.4498,65.2567,,,,,,,,,,,,,,,,,,,,,,,,,125.4735,79.0969,93.0232,56.4622,61.3211,101.0753,40.2164,50.9178,56.7035,70.2984,104.4078,65.1405,74.7077,62.6099,61.2550,54.2821,38.5681,28.5167,36.9219,30.3084,27.2380,31.5734,22.9177,16.1876,30.9740,24.9302,29.7162,13.6130,11.4415,16.0034,13.5422,8.3442,14.5878,6.6251,7.4209,4.5987,125.2785,73.1874,64.1200,58.8845,64.2440,94.4935,48.4597,42.8208,61.4124,127.0479,104.4720,72.8750,82.9802,45.3543,69.8166,67.1491,44.4420,27.5085,34.6704,28.0598,27.2150,31.9409,26.0535,15.1724,23.8192,25.2563,18.9291,12.7164,17.1307,18.7979,15.2350,9.4479,15.0589,6.7759,7.1025,4.8486,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,154.4641,68.8867,91.1433,73.3268,50.2110,95.2523,43.8835,45.7000,80.0529,99.0772,95.8596,67.7507,84.8420,63.6025,54.6159,55.2268,37.0256,39.0344,28.6729,26.5340,27.4439,29.9381,23.0853,15.9173,25.0654,25.3355,26.5677,15.5968,13.7547,17.7128,17.3909,7.4050,12.7879,5.6152,6.4555,5.9151,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-06T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,298.1,73.7,-168.5,7.6,,,,SYNTHETIC_ST055,12.780682,122.858560,178.8,500,inferred,183.6,2.04,0,41.7745,36.2206,39.6675,41.7283,2.1368,,,,,,,,,,,,,,,,,,,,,,244.9630,264.6398,,317.1400,348.8540,269.5690,,,,,,,,,,,,,,,,,,,,,,,,,461.8437,377.9814,289.1853,229.7228,321.0379,305.0480,365.7196,283.6174,391.3450,390.7746,493.6264,218.0524,248.9646,399.4033,158.3207,117.6933,223.8225,172.1572,182.8179,216.5480,71.4990,136.1288,74.4568,219.4102,168.3691,70.6879,47.9460,53.2677,54.6579,68.7449,79.8416,28.3658,42.5590,26.4670,33.4826,38.0325,488.5923,265.1586,407.4530,256.7325,324.9013,426.0262,396.7264,400.5612,399.0500,406.4181,329.0362,336.8748,245.3430,304.8342,118.5637,141.1464,326.0149,138.1917,188.5535,169.5090,64.1088,161.1504,46.1235,217.1630,99.6357,65.2487,51.4305,69.1422,30.9261,61.4935,67.9085,29.0745,40.3607,21.6978,42.1948,25.5582,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,540.3619,308.1467,365.7300,204.4083,333.4779,399.5206,312.7696,371.5934,320.1129,404.9853,433.1838,278.6030,258.4054,336.9107,157.8450,128.4320,282.9734,145.7648,193.3383,236.1317,90.8096,181.2955,57.7558,200.1725,135.6168,64.4835,54.6434,60.3536,43.8829,54.8962,82.5054,25.9946,34.5277,30.0448,37.1741,29.3652,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-25T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,109.4,45.4,1.9,3.6,,,,SYNTHETIC_ST056,13.673103,124.154980,236.7,450,measured,339.8,1.15,0,130.1932,122.2488,117.8832,50.6133,0.0000,,,,,,,,,,,,,,,,,,,,,,30.3286,23.3779,,30.1928,33.2120,25.6638,,,,,,,,,,,,,,,,,,,,,,,,,30.7271,9.6825,35.2877,72.4186,33.7880,33.5008,48.5176,44.2522,28.1326,21.4456,22.8702,38.4591,22.0614,27.0750,16.1760,6.6993,15.5598,18.2329,11.9329,19.9684,14.4017,11.4913,9.3608,11.9559,4.4755,10.5557,8.8945,6.8718,4.2699,7.4436,8.2312,5.1060,6.2882,5.5430,4.9198,2.4642,33.0800,12.4402,37.9733,63.0568,42.2639,29.4046,32.4073,35.7364,34.1125,17.1013,20.6069,32.7415,18.9479,32.4814,13.4937,8.4274,12.2444,20.0105,15.5590,12.2910,13.6518,8.7364,7.6560,17.8074,4.4096,14.9085,8.7296,6.1567,5.5341,4.8356,7.8280,7.3526,5.4580,4.0378,4.4134,2.6155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,31.7022,13.7706,33.6408,57.3602,38.4163,28.1745,42.4659,43.8197,35.7044,22.6403,27.5920,34.7702,18.0357,25.0260,14.2016,8.3982,12.1483,17.9196,15.0268,15.9362,15.6243,11.3364,10.6810,15.2164,5.0680,13.0342,12.0109,6.9503,4.6092,6.2019,7.1142,6.4683,5.8541,4.4696,5.0938,3.2719,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-17T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,68.2,48.6,142.9,7.3,,,,SYNTHETIC_ST057,13.223092,124.477026,374.4,760,measured,375.7,0.95,0,144.5779,104.8978,139.7628,134.8554,25.9205,,,,,,,,,,,,,,,,,,,,,,24.8024,40.8636,,34.8650,38.3515,29.6352,,,,,,,,,,,,,,,,,,,,,,,,,12.6055,56.9530,27.2806,37.8550,44.2377,30.2228,36.8968,47.3509,48.2119,39.9459,36.2505,18.0331,66.2173,18.7847,16.9535,14.3210,31.4654,28.0071,19.6748,17.2144,22.6461,27.8867,16.2911,22.5979,15.3982,15.6038,7.0947,5.8953,5.8556,4.5333,8.5991,4.2464,6.0613,3.7205,8.2386,1.4734,16.7151,51.1796,21.0744,37.3337,32.3992,31.8658,40.0361,40.1883,40.3842,38.1522,34.2170,19.1758,60.4851,15.5165,22.5369,12.7403,22.0082,34.1198,14.8304,13.0853,16.3378,26.0248,12.6870,16.4830,8.4035,17.7405,6.9629,4.2612,5.3145,4.5920,7.2166,2.9687,4.9483,3.2454,5.7805,2.3156,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.8795,48.0960,28.9886,39.3417,36.3860,39.7878,46.9173,50.1405,45.1133,42.7703,38.2513,23.3414,57.5162,20.1762,23.0228,15.1626,25.5465,33.0354,16.7999,15.9174,17.6820,27.2725,13.0653,18.8690,11.9994,14.7384,7.6444,5.8590,5.1207,5.8586,8.3172,3.3319,5.4642,3.8291,6.3875,2.0766,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-18T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,29.2,72.6,54.5,4.8,,,,SYNTHETIC_ST058,12.853931,123.035624,212.1,250,inferred,359.2,2.54,0,22.4396,21.7346,23.1253,12.4529,7.4887,,,,,,,,,,,,,,,,,,,,,,1097.1390,878.1248,,1134.4558,1247.9013,964.2874,,,,,,,,,,,,,,,,,,,,,,,,,1699.8454,1335.7926,1324.3353,845.0741,1450.3977,921.8366,1810.4207,730.4674,771.9719,852.3288,912.6688,2052.7772,1051.7902,797.1957,1287.7277,473.6727,1188.8302,723.8455,421.8022,656.1526,463.6965,542.1196,551.5101,334.1683,321.5890,514.8181,502.7338,156.5117,239.7141,285.6179,250.1028,294.4808,156.5626,112.4279,283.2826,253.8710,1493.5540,1317.6278,1171.4183,1372.3561,1050.1285,833.0236,1799.6072,1007.2717,1414.5976,603.2601,928.5676,1980.9866,1146.3758,1293.7930,978.9209,279.7790,1233.0320,412.6815,469.1276,885.7881,457.4439,389.5877,449.4158,351.2083,351.3303,686.3586,551.5300,228.1094,395.3770,272.7684,235.2429,249.7587,142.2558,143.6700,209.9500,229.5892,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1602.4388,1109.9348,1435.9232,1197.6368,1288.6483,774.8034,1405.5281,1011.6189,1096.1130,786.9624,1137.5850,1795.5018,998.9471,1026.7074,1132.2283,391.9184,1112.4349,588.5587,386.9681,734.1161,458.6617,536.5640,440.8431,375.5775,271.4739,616.2706,614.4943,212.1599,335.5394,226.4945,196.1157,246.8447,147.7035,148.4388,226.6209,205.7218,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-13T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,34.5,65.1,-96.1,4.4,,,,SYNTHETIC_ST059,12.710928,123.222470,391.3,250,inferred,270.7,0.53,0,34.6131,28.7134,34.6263,-12.0197,0.0000,,,,,,,,,,,,,,,,,,,,,,1239.3103,1567.9986,,1332.0875,1465.2963,1132.2744,,,,,,,,,,,,,,,,,,,,,,,,,2062.0514,1047.1849,2519.7354,1536.9331,1588.5018,1227.7252,1194.3819,1371.2118,1671.0884,1292.2203,2467.8202,1441.5172,1055.8493,1853.1425,390.7725,952.2078,742.7810,780.4690,1020.8706,277.3456,520.4476,511.8378,1083.6835,391.4322,332.2378,405.3960,372.3887,270.8397,345.7556,159.1929,399.6144,304.2332,140.7722,165.7276,220.7680,312.3952,1799.3761,870.5487,2290.9787,2435.8627,2031.7863,1462.5071,1045.0393,1486.3947,1509.6953,874.3220,2525.0702,1517.0508,1443.8532,1588.7660,593.1934,966.1813,610.6656,653.3201,855.7557,318.0033,617.9803,692.2835,766.0970,624.8679,269.4419,378.6413,410.6075,266.1397,317.6938,140.6076,413.0905,384.6404,231.6882,153.2672,224.5322,188.2027,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1679.2456,895.2154,2809.3320,2075.4595,1946.2910,1288.8093,1235.4295,1545.8981,1309.7897,1108.9189,2787.8527,1370.4407,1437.7217,1944.0528,476.4222,865.0803,576.1771,610.7726,1073.2255,382.3793,741.1479,606.8661,852.2520,482.9237,362.0370,463.6564,354.1797,330.8188,280.8214,197.2346,331.4298,328.0660,183.6364,139.7728,174.5619,254.5940,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL006,2000-01-02T00:00:00,,13.016000,123.159000,10.0,,,6.75,,,,274.7,55.2,127.6,6.2,,,,SYNTHETIC_ST060,14.484354,124.306385,387.2,550,inferred,76.5,1.12,0,204.9760,163.0349,198.9473,29.5801,50.2806,,,,,,,,,,,,,,,,,,,,,,15.4586,12.4516,,14.3444,15.7788,12.1927,,,,,,,,,,,,,,,,,,,,,,,,,20.4050,22.6842,13.7441,11.9515,9.5372,22.5354,24.8758,16.9457,18.7055,26.3473,16.0843,13.1450,11.1796,22.2289,5.9872,8.3894,4.8854,7.9310,5.8922,5.4720,5.5070,6.4620,6.8534,5.3172,4.4175,3.5669,7.8083,2.8952,4.7823,1.8027,1.6620,1.5201,2.8738,1.1699,2.1776,1.5903,19.2967,23.3713,16.0177,11.1857,13.3182,21.9736,25.6859,15.7259,16.1899,30.2736,11.3777,20.1498,9.6667,19.9001,6.4946,6.9425,8.1314,9.0559,5.6934,6.5008,4.2360,6.5407,5.0491,4.9521,3.3039,5.0995,4.7819,3.4281,6.4828,1.8340,2.0132,1.2632,2.1593,1.4718,1.5712,1.3916,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.4250,19.9618,17.1703,9.7209,11.8122,22.1961,23.7204,14.4295,19.2592,31.6996,13.3429,17.5068,13.3391,22.0665,6.5042,9.7120,6.5529,9.0463,6.8050,7.0958,4.9834,5.6332,6.4508,4.3835,3.8015,3.9284,6.7623,2.6501,5.7167,2.1827,1.6937,1.6808,2.2715,1.2146,1.7787,1.3917,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-11T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,204.5,67.9,149.0,19.6,,,,SYNTHETIC_ST061,12.090540,123.808097,180.5,300,inferred,168.5,1.45,0,89.7183,63.4283,86.8597,60.8323,39.9696,,,,,,,,,,,,,,,,,,,,,,106.5836,61.9932,,83.9760,92.3736,71.3796,,,,,,,,,,,,,,,,,,,,,,,,,160.1977,62.0332,155.4215,127.3468,135.9032,70.7807,108.1684,159.2087,122.6378,52.0140,98.3404,77.4264,165.9469,98.9793,118.2930,53.3719,33.8267,32.9817,58.2707,56.6013,28.5205,42.4406,56.1825,34.8822,30.9983,11.1189,23.8010,9.0402,27.1876,13.4133,7.3922,8.6526,6.8304,13.9580,10.1399,7.4862,169.3101,50.5464,213.8995,85.8680,206.7919,82.1079,102.4300,119.4381,73.6991,69.2197,145.8918,56.0343,140.7201,83.3159,88.3954,56.4701,32.3014,47.5403,42.2858,72.3104,22.3711,41.1820,57.3962,59.1454,47.9560,17.0668,23.8758,10.7774,23.6372,13.8418,7.2828,8.0244,5.9365,9.6970,9.0025,7.7184,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,171.9117,57.2578,193.5862,119.9102,165.8572,80.9234,111.1930,127.7873,94.7920,55.7256,119.3614,70.4596,158.7926,101.4783,91.3705,62.9309,32.4776,43.7040,46.5668,60.5585,23.5725,44.2438,51.2872,48.0339,39.0034,15.0246,19.1736,11.6989,23.5750,16.7897,10.1711,8.8550,7.2694,12.4021,9.1999,6.8416,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-24T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,140.7,24.7,94.9,18.9,,,,SYNTHETIC_ST062,13.190469,122.429750,103.5,450,inferred,78.3,1.40,0,113.9249,100.4927,114.7519,-26.6750,0.0000,,,,,,,,,,,,,,,,,,,,,,20.5552,17.8474,,24.7652,27.2417,21.0504,,,,,,,,,,,,,,,,,,,,,,,,,25.1921,24.6010,21.0217,9.4777,37.3747,13.3934,10.1381,49.9418,51.7152,14.2547,35.0945,26.2317,25.2179,19.2101,13.5353,24.4150,11.0978,16.5008,24.4983,13.2219,5.8857,7.6949,9.4778,16.9051,7.0223,11.8724,2.2226,4.0958,5.2324,2.4024,3.5178,4.6676,2.7071,2.4093,3.6505,2.6119,27.0815,22.4807,19.9108,9.1064,27.4905,11.9908,9.1607,37.7426,34.5581,16.9120,27.5323,32.6203,27.8265,22.4854,10.2647,22.3805,11.7625,20.0919,22.9076,21.0039,5.8275,6.6925,6.8618,13.8107,6.2098,9.1911,2.8321,2.9288,3.5926,2.2810,6.1038,5.5875,3.3919,2.1097,2.9863,1.9430,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22.5323,20.7270,22.4982,12.9574,29.7263,15.8854,11.2362,45.3452,43.1582,17.8132,33.8348,31.8241,30.4465,23.8880,13.8785,20.5332,13.3525,15.5768,18.9276,16.4682,5.2655,5.9956,7.7031,13.9604,6.6814,10.9488,2.6473,3.3082,4.8816,2.5980,4.8673,4.4082,3.1229,2.0837,4.1812,2.1619,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-03T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,343.3,23.1,177.1,17.4,,,,SYNTHETIC_ST063,13.960373,123.454995,448.6,550,inferred,67.7,0.93,0,130.1744,106.0200,127.3581,-2.2838,14.2740,,,,,,,,,,,,,,,,,,,,,,58.4237,66.8146,,56.7601,62.4362,48.2461,,,,,,,,,,,,,,,,,,,,,,,,,48.6642,33.2480,68.2836,67.3737,117.1191,82.5284,55.6560,67.3036,78.7531,104.4492,91.6421,42.1848,71.7156,69.5024,35.6001,25.4931,49.1219,16.7740,103.6885,40.8100,28.3802,19.2150,25.6988,16.3519,20.1341,21.7919,20.2610,14.3648,14.1751,11.0117,5.2395,9.2591,6.3167,10.4830,5.4348,8.8734,59.4208,34.0818,76.0892,43.1841,95.1131,87.4979,62.1937,52.3298,65.0927,121.3222,71.5417,50.2999,65.2902,39.0709,33.2958,25.1521,39.9053,27.8009,62.0047,44.9160,28.0918,16.3695,32.5755,20.7645,24.6818,29.3770,12.6123,10.4292,13.9054,12.5879,8.7251,10.7987,6.4401,10.5852,5.2921,8.9488,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59.1572,41.6383,71.5453,52.6096,96.1999,89.0629,58.3630,52.9011,68.0574,118.6735,88.8254,48.4918,72.5495,55.6162,29.2525,26.8492,42.8894,22.5840,80.0385,35.2488,24.4076,17.7754,34.9823,16.5734,21.9601,27.6291,15.9969,13.0879,18.4083,9.8000,7.0027,9.6840,6.3143,9.1927,4.3319,7.5293,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-23T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,150.4,45.0,-76.2,20.4,,,,SYNTHETIC_ST064,13.364029,123.329187,361.6,760,measured,87.0,0.97,0,64.1523,60.6186,68.7621,-31.9243,0.0000,,,,,,,,,,,,,,,,,,,,,,87.4195,111.0812,,111.9902,123.1893,95.1917,,,,,,,,,,,,,,,,,,,,,,,,,100.0684,95.0803,166.1775,94.1108,135.3552,136.2238,161.4858,92.7592,237.2701,87.5571,114.2356,158.0469,101.2928,84.7475,61.4563,108.4149,124.6989,81.5220,104.5811,65.8680,40.2934,17.7491,63.7023,47.3662,34.1178,30.9112,60.9844,21.1074,18.2533,35.1395,18.8540,18.1392,26.2588,12.2916,14.7387,9.8839,79.6065,133.2467,157.5709,121.7598,135.9955,129.8502,188.4029,112.9940,146.6082,124.4625,76.8736,183.9628,82.7287,80.4225,74.0588,104.8640,159.1725,46.4705,94.7231,75.3339,43.7753,27.3829,72.1817,42.1827,39.3798,23.8855,67.7487,14.3319,19.7877,33.5678,14.2007,19.6269,27.0052,12.7277,13.0329,16.7823,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,96.1960,115.8718,128.8429,97.5810,180.9837,175.8159,162.9332,131.4421,202.1859,105.9191,89.4398,159.3928,91.3275,95.3147,57.6251,88.5854,132.5054,64.9566,82.3061,77.5718,39.9360,25.2880,58.9690,36.9541,34.4373,26.2766,61.8708,18.8509,16.1940,28.6679,18.8775,15.1234,21.2133,12.4246,11.6371,12.9492,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-18T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,228.1,49.5,106.4,21.0,,,,SYNTHETIC_ST065,13.132820,125.238738,129.6,300,inferred,105.0,1.94,0,203.0536,157.8312,188.6367,43.5455,86.9592,,,,,,,,,,,,,,,,,,,,,,10.2136,6.0159,,8.1428,8.9571,6.9214,,,,,,,,,,,,,,,,,,,,,,,,,8.5299,9.0049,6.3446,7.8723,10.6146,13.3557,17.5981,9.3804,6.2370,12.1459,5.2142,10.8480,10.4225,7.3172,10.0380,4.5939,4.9217,6.5172,2.6706,5.9718,5.7853,4.7845,6.8328,3.0817,3.6483,1.5417,1.8713,1.7835,2.7369,1.3340,0.6317,0.8523,0.7277,1.0111,1.0239,1.2148,11.7327,9.6536,4.7701,6.9024,12.3894,9.9358,18.3927,7.2434,6.3797,7.4762,5.0063,7.9658,7.6927,8.0743,10.5733,5.1569,3.8204,5.0114,3.9069,8.5248,6.0333,4.4476,6.3959,1.9653,4.7866,1.5855,2.8609,1.6373,3.2265,2.2960,0.7823,1.0666,1.0420,1.3378,1.5755,1.0434,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.4155,8.2435,4.9577,9.0012,11.7400,12.7965,19.8172,8.8995,6.6857,9.6369,4.7478,8.9548,8.7607,9.2805,8.7421,5.1496,4.4213,6.0420,3.0525,7.5437,4.7858,3.8157,5.6280,2.4705,5.1173,1.6960,2.5183,1.5914,3.6088,1.8212,0.7159,0.8614,0.8811,1.1022,1.3451,0.9420,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-14T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,349.1,57.6,-34.6,22.8,,,,SYNTHETIC_ST066,13.053478,123.546139,145.6,500,inferred,111.5,1.72,0,33.3107,24.4902,41.4198,9.0989,1.2305,,,,,,,,,,,,,,,,,,,,,,154.4584,176.6588,,138.8027,152.6830,117.9823,,,,,,,,,,,,,,,,,,,,,,,,,129.6327,119.8475,177.2053,94.3146,239.1184,138.9820,141.0419,111.3049,127.5344,83.5219,188.5428,123.0280,170.8362,111.4372,172.3901,102.0398,116.2792,91.8674,115.2616,134.1950,46.6850,57.8581,95.4228,42.9809,53.4024,28.1404,50.6153,40.5727,37.2869,17.8448,28.0468,21.6330,19.7669,16.9601,19.8764,14.0042,136.8543,127.6753,223.6584,79.1084,218.3986,203.2288,144.6553,136.3359,92.9022,140.9190,113.0011,121.6252,177.5073,115.9599,166.8863,133.7302,76.2344,97.3571,68.6316,104.5765,62.0197,72.7604,89.3707,46.5053,37.6770,22.7204,48.8476,55.3179,41.1438,24.6488,37.4995,17.2586,18.0824,26.0365,22.5014,15.2572,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,116.2545,109.4386,204.8309,102.4720,217.1286,194.7029,122.9428,137.6415,122.2937,113.1581,158.7434,119.0245,168.9205,98.7700,134.7420,126.2247,98.5160,118.1894,95.1891,104.1921,48.9448,82.6484,81.5802,44.4498,41.3456,27.5097,60.0946,46.1145,44.9444,22.9635,30.1881,23.0129,17.7011,22.8469,24.3710,12.7964,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-03T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,118.6,25.3,147.3,18.3,,,,SYNTHETIC_ST067,12.205669,122.642854,34.4,300,inferred,75.6,2.50,0,104.6736,92.2261,97.1348,-40.1646,0.0000,,,,,,,,,,,,,,,,,,,,,,41.8856,36.7761,,48.4681,53.3150,41.1979,,,,,,,,,,,,,,,,,,,,,,,,,83.6144,69.2484,52.5787,50.0121,40.2671,54.2179,47.3697,42.8583,29.1691,57.8314,69.2175,51.1702,127.4404,34.4782,36.9390,49.5710,21.1232,41.4796,33.1016,26.3403,23.0423,26.8808,23.0660,11.6654,12.9872,12.7620,23.3543,23.0845,12.4188,10.4604,10.6411,6.4649,6.1179,7.7570,13.3462,5.3740,54.1114,90.8775,45.1976,57.3794,39.9630,70.0625,69.3579,51.0978,32.6943,56.1191,91.6791,43.5467,120.9306,32.6538,32.8314,54.9707,27.2821,43.0784,22.8481,18.9200,33.2544,23.4320,14.3190,10.7519,11.8730,17.3026,20.7558,23.9551,10.8846,16.4275,11.4133,7.5589,8.3518,9.5156,13.4734,4.6627,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64.9336,89.4565,42.9107,54.9982,46.3268,60.8645,58.5966,41.5695,30.9785,51.2720,88.1076,47.2261,109.2487,35.7889,37.6468,43.8262,25.2290,35.6861,30.6268,25.2014,26.4395,21.1820,18.3141,10.5468,16.7617,18.1181,22.8831,18.4341,9.8020,13.0573,9.1874,8.2885,8.3744,8.5924,11.1308,5.4290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-01T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,221.6,39.7,-52.6,23.0,,,,SYNTHETIC_ST068,12.809757,124.733986,166.5,760,measured,358.3,0.97,0,144.8778,140.2052,146.0694,111.9221,0.0000,,,,,,,,,,,,,,,,,,,,,,8.9022,7.4205,,9.7535,10.7288,8.2905,,,,,,,,,,,,,,,,,,,,,,,,,8.6356,7.8925,11.4565,14.0193,10.7048,23.9819,8.1051,11.9929,17.2714,9.2301,5.4296,11.3795,11.0323,7.4618,5.8101,3.1646,2.6794,5.0525,4.4871,4.0226,4.9208,7.1524,3.1986,8.0712,3.4873,3.0920,3.4692,2.2916,2.0844,2.0955,1.3744,1.7762,1.1231,1.1146,1.4266,1.3663,6.7831,10.1160,12.8489,15.2535,13.4736,15.8822,10.8208,11.9148,18.6913,9.4991,6.0182,13.0346,11.7028,9.3477,5.8016,3.5227,3.5231,7.1766,5.0925,2.9517,6.7182,7.6106,4.3890,7.6269,2.8391,2.3966,3.3706,2.5652,1.9508,1.6276,1.4842,1.7338,1.0534,1.1085,1.6958,0.8345,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.5621,10.1930,13.7096,15.9388,13.9892,19.9249,8.8528,14.6420,15.0663,11.5929,6.3173,11.0473,9.5218,7.4535,7.5865,4.4404,3.1826,5.5811,5.1359,3.4781,5.7914,5.8699,3.9052,6.8055,2.6918,2.8611,2.6805,2.3976,2.2072,1.9403,1.3663,2.0125,1.1811,1.5300,1.7247,1.0974,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-12T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,267.5,55.3,37.7,21.6,,,,SYNTHETIC_ST069,14.540387,124.157116,150.0,760,measured,124.9,1.96,0,211.1064,148.6397,193.3830,69.1695,85.1565,,,,,,,,,,,,,,,,,,,,,,2.8076,2.8504,,3.7318,4.1050,3.1720,,,,,,,,,,,,,,,,,,,,,,,,,6.7009,11.4573,4.0672,8.4042,6.5509,2.7424,4.5781,4.5043,1.9462,5.2924,6.5409,5.8138,6.3113,5.6992,2.3564,3.1633,2.4277,2.2451,1.4678,1.4477,2.0483,1.3096,1.5377,1.3888,0.8480,1.0710,1.0214,0.7206,1.2641,0.5685,1.5333,0.3708,0.7615,0.2944,0.2491,0.2800,6.5975,11.0850,4.8236,6.9098,7.6958,3.3576,5.0168,3.9488,2.2812,5.4237,6.0423,3.9673,3.6499,4.7801,2.3301,3.2638,2.7660,2.2712,2.6162,1.0935,1.4841,1.6012,1.9044,2.1800,1.4944,1.5155,1.2141,0.5028,2.0075,0.3733,1.9110,0.5720,0.7881,0.3352,0.3137,0.2595,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2176,9.3117,4.9858,7.8441,6.6539,3.5309,4.0623,4.3469,2.1163,5.3475,5.1444,4.5403,4.9559,4.7944,2.3114,3.1458,2.5988,2.1522,2.0810,1.2785,1.6907,1.5695,1.7572,1.7810,1.1602,1.3914,0.9461,0.5857,1.6203,0.5286,1.6789,0.5227,0.6238,0.2645,0.2916,0.2901,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-16T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,33.7,30.9,-113.4,17.8,,,,SYNTHETIC_ST070,14.069130,123.778767,422.0,300,inferred,91.8,1.73,0,147.9675,135.9737,141.7518,22.3217,0.0000,,,,,,,,,,,,,,,,,,,,,,12.1044,11.5815,,10.6395,11.7034,9.0436,,,,,,,,,,,,,,,,,,,,,,,,,10.6842,12.0762,17.7318,9.7373,11.3961,4.6855,9.1454,5.4492,14.4614,8.5032,7.0612,18.5413,10.3528,15.9309,8.2757,10.1837,7.2209,8.6811,5.9761,13.1934,4.1099,4.8315,9.3880,7.0655,2.5574,3.1521,2.3825,1.9965,2.0020,1.5145,1.4409,1.4254,2.6428,1.1064,1.1254,1.5157,12.4045,8.4123,18.2551,13.0157,9.9447,7.8654,10.6913,5.7065,14.4021,12.7100,8.4956,17.2706,9.5798,15.3776,9.5398,12.1555,9.6658,12.0371,7.9001,8.4824,6.8774,5.6506,9.2787,5.3644,1.8243,2.5235,3.9057,2.2925,1.8825,0.9487,1.7469,1.2011,1.7962,1.9022,1.2046,1.2880,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.2453,11.3424,14.2369,12.8099,10.7310,6.5767,12.5927,7.2641,11.2996,11.1327,8.5966,17.8675,13.0600,14.2849,10.8649,10.1137,10.1077,11.0107,6.4200,11.0528,5.4003,5.2838,7.4988,6.6486,2.3088,2.8646,3.1252,1.8199,2.6842,1.2021,1.5421,1.2169,2.0716,1.4668,1.2623,1.3581,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-19T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,257.4,51.6,99.6,18.1,,,,SYNTHETIC_ST071,12.020469,123.614014,391.2,550,inferred,103.3,0.72,0,88.8325,75.4304,86.9185,26.7080,15.3442,,,,,,,,,,,,,,,,,,,,,,44.7078,40.0734,,48.7530,53.6283,41.4401,,,,,,,,,,,,,,,,,,,,,,,,,44.0754,32.2862,48.8145,52.9267,46.1032,37.9744,47.7291,86.5518,61.2292,39.8523,34.0602,62.0492,62.3812,83.4375,49.2892,21.8795,29.7924,28.7512,40.1960,24.5677,14.7340,18.9882,25.7196,29.5830,20.0385,13.6258,8.0654,7.4843,11.9790,6.3900,8.6228,7.1068,4.7011,6.5571,3.5001,3.7065,33.4087,52.5457,64.4243,65.1207,56.2954,52.2336,69.2365,73.9409,63.8337,29.9887,33.9147,49.1727,52.8355,64.5611,42.0211,21.0018,29.1620,29.2521,30.8080,20.8087,22.1765,26.0402,21.1039,31.8656,14.0682,11.7715,6.3670,6.6220,15.2381,6.1194,7.3660,10.8850,4.1822,5.0262,3.6302,4.1066,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,36.4152,42.1439,53.2609,54.2153,44.7213,45.4918,61.9583,77.4392,83.5951,37.7263,43.2163,51.7663,53.8117,65.7371,43.4828,28.5350,27.4465,30.6571,31.6767,23.5494,17.6162,20.4937,22.4452,24.7867,18.8500,12.4822,8.6886,8.6830,13.0544,8.0110,10.4247,8.6559,5.5687,5.0756,4.8023,3.2202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL007,2000-01-04T00:00:00,,12.791000,123.398000,25.0,,,6.15,,,,180.8,66.5,-171.5,18.2,,,,SYNTHETIC_ST072,12.789960,122.631950,164.9,400,inferred,201.2,2.67,0,83.0672,60.5738,84.1683,9.2146,26.4998,,,,,,,,,,,,,,,,,,,,,,141.2188,155.7403,,195.4735,215.0208,166.1525,,,,,,,,,,,,,,,,,,,,,,,,,201.4409,149.7805,216.4717,176.9328,181.0286,134.2455,89.4780,136.8508,441.3988,273.8316,334.5366,258.0327,111.9619,149.5589,130.8113,170.0298,148.8421,98.9455,83.2069,138.3014,50.1959,76.5660,120.5250,25.1802,46.3638,34.9399,71.5350,33.4784,16.5417,24.3558,23.5426,32.5160,22.0755,39.9179,24.2544,25.7645,238.1716,148.0748,248.0329,228.9704,150.9876,150.7583,139.3640,104.0160,360.1454,160.1720,460.9879,270.8751,122.5090,211.1287,113.3974,169.4249,149.9575,76.5766,94.3306,120.3511,42.3916,78.3542,213.6844,40.2739,44.6350,39.3414,64.3490,36.1192,17.4642,40.6157,18.4826,38.1601,27.9391,49.3264,30.1207,16.3155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,187.2873,178.5349,191.3760,176.7610,155.9003,172.3928,123.5871,123.3197,346.2469,211.1851,377.6979,218.9632,139.6329,201.8619,116.1329,131.6340,118.6469,77.1199,88.0105,124.7813,56.5150,80.7730,166.1027,34.2945,58.4857,37.7528,58.4200,36.8152,21.6098,31.8373,25.0210,35.9112,28.7219,38.8666,23.3008,22.1245,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-03T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,98.6,24.9,134.6,13.3,,,,SYNTHETIC_ST073,14.108775,122.240010,210.4,250,inferred,179.5,1.04,0,107.0489,105.5281,107.1190,56.2550,0.0000,,,,,,,,,,,,,,,,,,,,,,84.4153,55.3582,,68.3058,75.1363,58.0599,,,,,,,,,,,,,,,,,,,,,,,,,45.5395,27.9575,134.6986,52.0972,82.3745,118.1663,59.0712,125.0061,134.8888,195.2398,69.7622,72.4882,71.1201,53.0827,34.9084,36.0511,18.9161,24.9414,14.9912,37.8956,25.8000,44.7032,24.6556,14.7558,27.9468,18.3108,14.0368,20.6500,25.0062,13.1329,7.2488,5.9553,5.0430,12.0272,3.5404,4.1360,76.9293,26.0798,105.2934,39.1769,68.8143,78.2956,54.5617,119.4066,128.6513,154.8649,92.1344,82.6940,68.2194,36.5988,24.7218,28.2028,18.6604,24.8365,15.0424,49.2684,24.7828,31.3753,19.1482,17.7886,35.1578,20.6213,8.5735,19.4466,15.1329,13.8143,8.5618,8.3961,3.7602,15.5399,4.5046,5.5754,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62.1916,31.8371,106.4672,40.7215,66.0285,95.5831,52.1078,104.6863,112.8643,154.9164,78.3982,63.9580,56.1773,50.6985,30.4233,33.9923,22.9048,27.0469,17.0129,37.9154,27.2028,34.8036,19.6333,18.5004,32.0852,16.3306,11.2879,27.3951,19.8541,12.7896,7.2342,7.2000,4.8916,13.2114,3.6187,4.4118,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-14T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,11.8,21.6,104.6,11.0,,,,SYNTHETIC_ST074,12.273099,123.091743,97.2,760,inferred,217.2,2.35,0,123.7046,116.1019,122.9882,15.1012,0.0000,,,,,,,,,,,,,,,,,,,,,,23.9541,21.5806,,26.9002,29.5902,22.8652,,,,,,,,,,,,,,,,,,,,,,,,,20.3020,25.4295,58.3218,34.8632,18.4430,41.4055,39.8522,51.1792,26.4964,26.7836,39.0376,44.0624,27.5370,8.4090,21.7061,24.1274,11.7834,12.2954,20.4977,9.6054,16.1144,10.7968,11.6883,5.8045,13.0618,5.0917,6.4633,3.6958,6.2164,4.2320,3.3345,2.5207,2.9030,3.2641,2.0222,3.4512,18.3645,22.2497,76.9717,42.4243,19.4525,28.5274,49.3164,49.2305,25.0745,44.0262,48.8231,30.2109,29.7253,11.3045,20.4716,18.8834,12.3567,22.2330,12.6220,10.4874,16.6600,9.9540,12.6723,6.6881,10.7219,7.1934,4.1049,3.7055,8.9579,3.8362,3.8154,2.7915,2.7804,2.2717,3.0121,3.1004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.6450,23.7712,60.9129,37.3169,23.1969,36.7717,42.6132,40.9434,35.0504,37.8876,38.0408,42.2427,25.4813,10.3567,18.0242,20.3734,15.7158,17.2232,16.3156,12.2346,13.3533,13.0904,11.7837,7.0258,13.4585,5.7909,5.3288,4.0807,8.8425,4.9630,3.2989,3.0377,3.7068,2.9276,2.6778,3.1629,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-25T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,211.5,29.9,-105.9,11.7,,,,SYNTHETIC_ST075,12.446019,123.224877,470.5,550,inferred,184.7,1.62,0,109.1578,98.9098,101.4822,90.7071,0.0000,,,,,,,,,,,,,,,,,,,,,,44.8711,36.6081,,42.4194,46.6613,36.0565,,,,,,,,,,,,,,,,,,,,,,,,,51.0348,33.8173,62.5368,75.7916,28.5325,68.6250,50.1015,43.6010,46.8226,88.4533,48.9848,39.6749,41.8034,43.4122,12.6045,26.2098,13.0192,24.4054,26.4315,15.6210,22.2984,19.5080,17.9051,14.8302,14.5796,8.1947,14.5475,7.1812,28.0859,7.6910,5.3641,7.4558,4.0544,4.0580,2.1586,3.8913,43.7789,45.9454,50.8880,84.1594,32.9379,56.1865,40.4740,48.5382,52.8699,64.8295,42.0385,37.7206,52.1776,40.4196,13.1282,18.0659,17.7746,30.7354,26.2781,25.7159,14.9897,11.0059,17.8424,18.0920,13.5281,12.7629,10.6335,7.8204,27.1746,11.0172,8.8767,6.7155,4.2435,6.4247,3.6297,3.7840,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,57.2621,37.0906,52.4812,88.9742,26.8585,73.0843,42.2646,52.5876,59.4932,78.2716,47.0789,45.5945,50.3366,36.6516,12.0690,22.0614,17.8396,31.6315,24.9152,21.9797,21.3289,15.2393,17.5526,15.1030,15.3623,10.9575,14.6016,7.2100,22.5358,9.2173,6.8486,8.9206,3.5739,5.7727,2.9510,4.4091,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-19T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,319.6,78.0,-31.2,13.3,,,,SYNTHETIC_ST076,11.861118,122.250145,158.8,450,inferred,66.5,1.82,0,180.0593,132.5183,173.4191,-3.7814,0.0000,,,,,,,,,,,,,,,,,,,,,,28.7891,30.1651,,27.5038,30.2542,23.3782,,,,,,,,,,,,,,,,,,,,,,,,,42.9496,23.4120,52.3385,42.0235,50.4896,40.5162,27.4000,36.3872,30.1402,22.3149,40.5052,40.5580,25.5147,44.7932,31.0525,36.2165,25.9429,21.6503,12.4784,11.2570,22.0626,13.7980,7.6316,8.8563,8.7435,6.5401,9.2677,6.8178,4.5407,2.9755,4.8232,6.3722,3.2907,2.9211,2.9553,5.0275,31.5185,23.9426,46.8625,30.3268,48.5497,58.1659,35.0076,43.4917,24.5606,27.7843,38.4776,46.9926,28.2553,39.9224,22.8582,23.7902,22.9460,12.9341,12.5213,13.2820,18.4672,14.8247,7.3556,8.6895,8.6184,5.6257,9.7636,5.5466,4.3428,2.3078,3.1999,7.1248,2.2304,2.4369,2.6637,4.5970,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,37.7241,27.2776,42.7699,36.8252,68.5850,48.8335,33.2041,35.7935,30.9952,22.2546,31.5206,40.2330,31.9526,36.6587,27.0724,29.2905,26.7017,17.2354,12.4620,15.3806,19.3667,15.7439,7.6609,7.9881,11.9466,7.6074,8.6442,7.2906,5.2740,2.5400,4.2297,6.3598,2.6452,3.2856,3.7642,5.1053,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-19T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,244.8,37.4,-97.8,13.0,,,,SYNTHETIC_ST077,13.970105,123.164857,-7.7,250,inferred,306.9,2.44,0,74.6388,65.3050,76.5447,17.3506,0.0000,,,,,,,,,,,,,,,,,,,,,,276.0593,429.4692,,363.2380,399.5618,308.7523,,,,,,,,,,,,,,,,,,,,,,,,,498.3260,320.1073,532.7361,357.7123,657.4253,321.7201,334.0404,456.8609,1245.7878,241.1450,399.5044,367.7088,792.4262,480.1572,484.1883,222.2325,320.3107,277.0093,98.2649,246.9961,136.3622,141.8269,196.6331,143.8756,97.0718,156.8785,99.2369,42.3671,62.0006,62.7874,46.0058,51.0370,73.5893,60.4648,40.6708,27.8791,549.7342,248.4147,653.6767,388.7387,650.4910,344.7124,400.7228,359.0377,1330.2248,400.7716,329.7027,446.6553,751.5029,474.5654,582.3926,237.7997,206.4543,214.0163,90.4262,225.9090,161.4878,168.3325,167.9324,101.8633,127.8663,149.7103,126.3873,29.5083,52.1769,109.9667,59.9750,50.7627,62.1938,58.3467,60.2451,30.0314,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,552.8317,291.5248,546.2557,353.9258,539.2813,318.0355,423.5113,499.6748,1190.3752,320.0059,431.1197,358.0592,613.1436,528.0474,459.6047,212.1126,266.8137,235.6492,128.2640,222.8093,156.0442,191.9771,202.2319,144.8869,106.5139,127.8310,99.1183,37.5622,54.3945,87.2917,54.1731,41.0761,58.7719,49.3365,51.9087,34.0107,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-23T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,112.8,76.1,76.5,13.2,,,,SYNTHETIC_ST078,15.150771,122.320355,203.6,450,inferred,182.5,1.55,0,207.2599,196.9292,203.5132,-73.7714,34.9440,,,,,,,,,,,,,,,,,,,,,,32.1928,24.3823,,34.0248,37.4273,28.9211,,,,,,,,,,,,,,,,,,,,,,,,,14.6454,27.5704,28.5411,57.4785,35.8197,32.8329,25.3046,42.7381,46.9935,32.1967,20.6596,17.1410,30.7453,31.0833,22.5736,15.8070,13.2061,17.2276,12.7784,23.5296,24.0813,12.3308,6.9870,16.7742,11.2558,7.1406,4.9069,6.0895,6.3462,4.6742,4.0027,3.4963,2.2061,3.9791,2.8601,2.3351,17.7352,22.7303,37.7169,48.4454,26.7601,33.9544,41.3655,35.2942,42.7119,50.0220,23.2350,24.9382,33.6919,31.2951,25.3457,14.3924,14.3289,20.9976,15.5825,21.7515,22.3813,10.8569,10.2633,12.2987,9.9806,8.2757,5.8722,7.5692,6.7649,5.8321,2.7094,3.5903,3.2833,5.2793,2.3782,3.4616,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.3750,25.7878,36.7624,55.3026,38.0346,27.7191,34.5307,39.2119,47.5219,43.7147,28.2308,21.7942,27.8135,35.3005,22.7792,20.5600,17.4196,17.5033,16.5291,18.2454,20.1853,10.1439,8.6165,15.3262,11.4192,6.4884,5.2497,7.9664,6.5140,6.6149,3.7342,2.8100,2.5471,4.3504,2.5452,3.1655,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-16T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,218.1,30.8,75.1,13.0,,,,SYNTHETIC_ST079,14.562749,121.975387,136.6,450,inferred,270.4,1.15,0,164.4532,147.6022,161.8779,145.5765,0.0000,,,,,,,,,,,,,,,,,,,,,,51.3342,48.3353,,45.8889,50.4778,39.0056,,,,,,,,,,,,,,,,,,,,,,,,,34.8890,36.3616,36.4417,26.2012,59.0842,67.8855,41.4454,48.7387,55.0324,25.4607,53.3356,69.9143,68.7344,49.5322,60.8331,50.0664,24.1948,34.2642,17.7313,18.1625,16.9010,15.0766,31.3117,17.9547,8.7102,14.4964,11.8420,9.9975,10.1442,9.3763,12.7984,12.1564,4.8415,5.2825,4.3378,4.0559,34.9643,57.7421,47.7403,24.5816,63.5200,62.8261,57.1934,41.4110,46.1770,28.5388,67.6433,55.2773,76.5187,52.4553,38.9461,47.5701,21.6901,25.4284,20.3721,18.3946,14.1321,14.6899,34.9506,23.3675,11.4437,24.2335,16.2181,6.4940,11.8621,7.7994,12.2772,12.4338,3.1895,3.1521,6.2759,2.3976,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33.2773,50.6631,43.4336,29.3015,50.8013,55.2610,44.5434,57.3201,47.8559,35.4766,69.7565,67.6232,69.1033,51.5725,51.8168,66.0748,30.8474,28.1155,15.9825,22.3104,14.1249,12.4389,32.5037,23.1281,11.4525,20.3165,13.5502,8.1715,11.6221,8.7896,11.9478,9.6314,4.4338,4.2849,5.2736,3.2515,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-03T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,319.5,48.7,-133.4,11.7,,,,SYNTHETIC_ST080,13.430805,121.219161,260.1,250,inferred,59.5,1.74,0,178.5074,175.8248,179.0727,70.9070,40.8252,,,,,,,,,,,,,,,,,,,,,,52.2539,56.9470,,62.5685,68.8253,53.1832,,,,,,,,,,,,,,,,,,,,,,,,,42.8767,88.9193,73.9013,59.7026,45.6022,83.7863,86.4348,71.6212,65.1746,57.0220,56.9588,54.3980,70.3317,59.6707,80.5031,19.0878,62.5089,61.9794,37.8680,24.8550,26.8129,42.4815,11.9947,45.0255,16.5512,20.1035,19.8760,19.2730,15.6350,11.8503,9.4033,6.7976,5.6823,7.2952,14.9569,5.2401,29.2632,50.5658,64.3764,38.2288,38.1591,76.9779,100.3966,71.2126,60.9316,69.2767,92.4740,37.7758,63.4984,71.2878,97.1518,19.0774,85.2528,64.6154,39.5229,29.4491,30.8300,50.5783,9.0357,43.4957,12.4104,20.7734,23.8825,10.8012,13.0706,6.8174,12.2884,5.8709,6.1101,11.7510,11.7006,3.7543,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,34.9765,70.6411,69.3985,53.7785,49.2285,74.7557,80.8261,78.6119,86.3017,60.1600,78.2974,44.4445,73.0238,67.1608,103.4971,17.4389,75.9049,52.1688,42.9522,24.1113,30.0824,55.7041,12.0948,36.1004,16.0414,17.7132,20.6147,15.1538,14.8488,9.2649,13.2197,7.0338,5.5737,10.1494,12.9757,4.3781,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-22T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,103.5,79.5,12.5,13.5,,,,SYNTHETIC_ST081,12.774349,122.880296,-35.0,300,inferred,293.3,2.42,0,65.5798,64.1744,66.5268,41.2235,23.9483,,,,,,,,,,,,,,,,,,,,,,45.1895,67.3668,,52.7877,58.0665,44.8696,,,,,,,,,,,,,,,,,,,,,,,,,39.6938,50.2865,102.6204,61.4998,37.8608,70.4829,87.5585,80.6369,23.1623,43.6049,87.0939,100.8984,36.2274,44.3923,62.1716,27.3822,49.4215,30.3649,33.8880,40.6170,11.9171,14.2798,21.6348,17.5538,11.4828,10.5624,35.4159,14.6203,12.2324,11.9960,14.1791,11.1528,4.7424,4.6290,2.8234,3.4457,52.4541,64.2499,154.2071,42.6552,37.7157,42.8740,108.5860,59.2799,23.7167,39.8600,62.1551,76.4894,49.6722,42.7070,55.6045,33.9183,45.6395,30.9421,18.7129,28.8227,10.8496,15.7328,24.8578,15.9738,17.0950,7.8877,24.5280,13.2078,8.8575,12.1635,13.6656,11.6269,6.9485,4.7024,3.5282,2.6018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.4874,57.9058,118.6863,58.9841,43.7919,60.6076,99.0327,83.4505,32.8394,42.1725,83.1253,79.3241,42.3809,53.0721,50.8460,33.7821,51.2572,23.8901,26.3685,39.6548,14.1733,19.1297,20.7584,18.3639,16.0640,8.5289,27.9860,16.7180,11.5976,10.6210,12.1181,10.6256,6.0026,3.6301,2.7167,3.3670,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-08T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,287.6,78.6,-96.9,14.1,,,,SYNTHETIC_ST082,12.232207,124.050396,283.9,500,inferred,389.5,2.23,0,179.6533,170.8149,167.3577,-10.8514,0.0000,,,,,,,,,,,,,,,,,,,,,,12.8530,16.9410,,13.2916,14.6208,11.2979,,,,,,,,,,,,,,,,,,,,,,,,,12.4142,13.6425,12.7206,33.7117,16.6161,34.6256,12.9764,13.5816,14.0475,9.9210,14.7934,10.0112,12.6996,14.3736,8.1584,7.6772,9.6009,6.5206,18.8704,5.2312,7.2798,3.5189,3.0434,5.3369,4.7169,5.5304,3.1030,3.0713,2.9332,2.5151,3.3070,1.6470,1.3255,1.5043,1.8669,0.9450,8.9352,14.7298,18.1685,32.7563,16.5420,38.3439,13.7716,17.1529,16.9074,11.7949,11.4590,9.8362,17.2264,13.1770,6.1644,7.9054,6.8917,4.2821,16.3283,4.3947,7.2425,3.9808,4.5600,4.6979,3.6103,3.9887,3.1169,3.8412,3.2324,4.3945,2.9917,1.1921,1.5066,1.4455,1.3403,0.9768,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.9796,14.8712,15.1823,26.0917,15.0445,32.5634,13.7302,17.2128,17.3866,12.4003,15.0658,8.1947,17.0738,14.1252,7.2963,8.7635,9.0128,5.7536,15.1398,4.5710,6.3855,3.3394,4.3189,4.8326,4.1613,4.7520,3.0705,3.0563,2.5410,3.4683,3.4509,1.3415,1.5188,1.8033,1.7551,1.1264,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-27T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,9.3,32.2,159.1,12.6,,,,SYNTHETIC_ST083,14.041111,123.851313,229.8,450,measured,298.2,1.80,0,130.2032,92.6947,126.1627,108.8456,22.9862,,,,,,,,,,,,,,,,,,,,,,80.5055,58.9013,,67.1650,73.8815,57.0902,,,,,,,,,,,,,,,,,,,,,,,,,76.0581,82.4718,63.6348,64.5747,73.5801,55.2187,110.4969,87.0935,69.9869,61.1139,95.2937,79.4723,78.2179,113.9210,59.3193,89.5401,23.7910,38.6398,41.6523,29.2488,20.4486,30.6007,35.7181,34.8646,22.1464,12.0577,24.2483,15.0023,9.8287,8.8716,16.2459,14.6929,10.0868,3.5857,9.8372,5.7772,111.6180,73.7441,67.6629,52.9094,71.1040,68.7870,127.8790,66.6318,65.3800,68.3509,142.7590,108.6756,60.8714,86.8853,88.7475,54.6679,33.2477,34.8587,47.1346,21.6002,19.4977,24.2958,38.6208,32.7203,32.5361,15.3382,20.8961,12.7605,8.2555,10.1897,15.4007,15.2692,10.4142,4.7349,12.9629,4.4286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99.3226,85.9655,52.2152,70.7875,62.5685,63.7876,109.6519,69.4062,55.5707,55.7264,132.0988,85.8486,70.8490,99.9187,72.4163,77.8835,32.1344,40.6352,44.8755,26.7316,23.2355,25.9758,39.0671,28.3790,25.3867,15.6697,27.2042,12.8862,8.3095,10.1441,13.1664,17.1454,10.7900,4.1647,10.8830,5.5363,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-03T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,281.0,40.0,-53.0,11.4,,,,SYNTHETIC_ST084,14.639638,123.228193,471.3,400,inferred,44.1,0.62,0,147.0715,103.8289,142.3156,85.7931,53.1941,,,,,,,,,,,,,,,,,,,,,,59.2846,73.2761,,71.7490,78.9239,60.9867,,,,,,,,,,,,,,,,,,,,,,,,,131.5833,61.2097,61.0839,70.4192,80.4398,39.2407,146.8115,99.5125,73.4232,121.3379,51.3066,85.8075,90.3710,82.1606,57.2748,29.7352,60.9676,31.3678,41.4844,45.3519,34.5096,12.8978,49.4483,22.1562,24.9811,25.5236,15.4284,15.3718,14.8401,13.6354,21.8145,10.2478,6.3820,5.9298,5.4609,8.8200,158.7300,55.7989,50.2765,120.0482,94.4162,47.0568,95.0211,102.7877,75.5806,74.3581,32.0600,76.7763,80.2223,83.3050,44.0418,23.1642,63.0596,35.5251,37.1289,63.2326,33.6489,13.8985,50.3590,25.6588,34.5166,39.1627,19.7024,18.2481,14.1111,14.3061,25.1841,9.8270,8.1423,6.8838,5.4420,6.7267,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,140.3831,70.0250,59.2030,99.4362,80.3675,54.0974,131.9248,86.5364,61.6495,99.6869,45.0222,74.9023,85.8291,68.5310,49.9741,30.4869,65.8434,37.6406,36.9826,48.7946,29.8108,13.2780,51.0697,28.9484,33.3001,30.9524,16.3798,15.1589,14.8990,11.9158,20.5945,11.9038,6.3827,7.0471,4.7743,7.0406,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL008,2000-01-17T00:00:00,,13.364000,122.868000,18.0,,,6.95,,,,175.4,64.9,17.0,13.6,,,,SYNTHETIC_ST085,13.564803,123.247226,-42.5,350,inferred,132.8,1.59,0,46.6935,44.8690,46.0263,-15.3857,19.6044,,,,,,,,,,,,,,,,,,,,,,143.4244,205.0541,,163.6267,179.9894,139.0827,,,,,,,,,,,,,,,,,,,,,,,,,186.3996,144.1844,141.0863,117.8018,123.4521,373.7206,147.6641,207.0941,237.7491,223.4158,211.7932,214.5728,240.5818,186.4538,175.2147,81.7283,83.6299,77.6331,79.1494,101.1192,48.7929,98.5011,52.3250,80.0184,96.4931,53.0455,43.2239,32.6547,31.3793,26.6250,49.9275,50.2372,17.5258,22.0076,9.2024,13.0563,170.8066,103.8147,114.4715,99.0672,159.3104,240.9962,174.2997,193.9955,163.9797,196.3216,282.1025,173.1550,280.6533,160.4640,213.1454,87.3925,88.6677,68.9110,70.7019,91.7404,66.7050,80.1646,57.8452,81.1351,70.4338,50.7694,35.2528,29.1972,33.1774,32.1559,52.7401,53.6754,16.8115,20.4445,7.2409,13.4718,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,168.5334,132.2632,139.1451,116.4478,126.2643,308.4935,145.5353,262.0750,184.8482,218.4699,287.5028,207.2179,223.3207,152.7238,198.3300,79.7653,112.0315,90.5065,67.1822,86.9329,56.3206,100.0982,44.7215,101.5597,78.7847,52.6756,39.3336,31.5173,33.6934,26.1437,41.4228,44.5837,16.9120,21.2687,10.1247,11.8475,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL009,2000-01-12T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,189.4,20.3,-68.3,9.4,,,,SYNTHETIC_ST086,12.029184,121.661486,456.3,550,inferred,160.2,1.13,0,195.0126,191.1041,183.1546,193.6782,0.0000,,,,,,,,,,,,,,,,,,,,,,50.5545,42.9337,,40.3487,44.3836,34.2964,,,,,,,,,,,,,,,,,,,,,,,,,53.0083,49.5610,26.6798,28.4120,33.4815,39.6959,61.4169,52.6298,68.7052,62.0635,79.7395,58.6070,53.2255,29.1554,48.5560,25.4895,42.9640,22.3788,21.1540,29.9345,22.6691,18.1258,8.6504,14.4535,7.5598,6.0642,14.2918,13.1439,7.9931,14.5787,7.0063,9.2127,3.8442,8.0771,3.5358,2.0339,39.0002,37.7850,27.2142,29.3570,41.6775,40.8729,39.3325,56.3558,41.7432,42.2779,50.4697,38.9472,67.3230,24.6693,36.1734,23.3521,48.8214,28.8105,16.9476,31.3586,22.5312,19.4644,8.4771,10.3078,7.6459,6.7521,20.2635,15.0270,7.5047,10.4687,6.8166,6.0383,4.4495,7.0135,3.9306,3.3826,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,53.6934,44.3579,22.3450,22.6112,34.0235,34.5076,49.6676,46.0970,56.8996,57.3342,61.8115,54.8548,59.8115,23.4475,38.4046,21.1948,42.9247,29.8233,21.0848,26.0731,24.8999,17.4135,11.2378,12.7038,6.5169,7.3018,16.8527,12.1099,10.2523,12.9756,8.3850,7.4892,4.4766,7.7129,3.2781,2.8169,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL009,2000-01-24T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,285.9,25.4,98.4,8.5,,,,SYNTHETIC_ST087,13.989861,122.100343,65.9,300,inferred,197.7,0.58,0,127.8554,115.6587,123.8714,-8.5620,5.0537,,,,,,,,,,,,,,,,,,,,,,100.5457,143.1363,,130.7182,143.7900,111.1104,,,,,,,,,,,,,,,,,,,,,,,,,98.8354,94.5228,83.9562,61.3600,78.4203,246.2568,188.7932,175.8446,95.1363,127.9303,172.6825,261.8198,86.5177,134.9809,95.4695,145.3435,74.0431,61.9454,175.5500,38.5824,79.3795,57.5698,49.5763,57.3081,33.4648,33.2743,18.3414,40.2201,34.7294,29.6360,10.0490,15.5865,12.3549,11.3088,28.9448,11.6881,95.4308,107.4035,130.6324,82.9619,94.7778,273.1012,165.8489,161.6170,121.5487,156.8978,251.6275,211.9381,105.7588,189.6012,93.8353,227.7467,50.0392,42.7834,178.7900,43.4286,56.8520,52.8148,65.0309,52.6847,37.8789,36.2282,18.8980,27.0993,36.9629,29.0635,13.4302,19.9293,9.8085,12.2067,25.2036,13.5897,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,121.7402,101.9942,116.5556,87.0676,87.0536,278.6450,232.5909,168.1791,101.2519,141.7154,196.2070,211.0566,90.8235,188.2229,76.1676,177.4479,64.3232,48.3120,151.4023,55.0779,64.5481,70.0369,58.5428,58.0978,34.0616,30.2202,16.3218,34.7376,29.8374,31.0404,13.5250,18.7109,10.6443,10.6052,23.1790,14.1376,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL009,2000-01-14T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,64.6,43.9,6.2,9.4,,,,SYNTHETIC_ST088,14.385789,122.245039,184.1,760,inferred,326.4,1.37,0,151.8994,143.7550,143.0294,-68.0145,71.5384,,,,,,,,,,,,,,,,,,,,,,66.8877,64.1830,,58.6939,64.5633,49.8898,,,,,,,,,,,,,,,,,,,,,,,,,28.2986,87.1062,113.2484,47.9542,76.1546,56.9438,73.0256,27.7852,50.6008,40.4413,66.0666,90.5309,117.3883,76.0925,27.6043,38.6247,21.9098,31.0611,18.2292,21.9100,12.0241,27.7832,53.5746,9.9093,36.2054,14.7082,15.5829,9.2681,13.6970,7.8931,14.7585,5.7357,7.5990,7.6457,5.5693,4.2039,27.6134,96.4395,97.9746,62.5021,80.0548,66.4625,43.6541,32.8491,47.6357,35.8398,75.6245,92.2197,87.7925,66.1810,16.9923,39.3252,17.9887,46.1311,23.1163,22.2251,12.9198,32.4794,46.7963,12.2562,37.9035,19.4824,12.6904,7.9861,8.9380,8.0937,12.1685,6.5917,6.0350,5.2427,4.0476,3.6200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35.5274,86.7434,102.7554,65.4480,64.3049,56.8735,56.9151,34.4172,67.6476,31.8706,61.8189,94.2115,120.2564,71.8127,23.7948,44.8947,24.9369,40.4963,22.6410,28.2480,13.2536,25.9572,44.9342,13.6796,31.9191,19.3358,14.4014,9.8550,11.9561,6.3276,11.3794,5.6040,7.2787,6.0618,5.5641,4.4760,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL009,2000-01-23T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,116.9,23.8,-76.4,5.7,,,,SYNTHETIC_ST089,13.425081,122.934500,63.9,300,inferred,334.3,1.97,0,23.2207,19.4760,24.2425,15.9152,5.6751,,,,,,,,,,,,,,,,,,,,,,2024.8151,1680.8484,,1873.3309,2060.6640,1592.3312,,,,,,,,,,,,,,,,,,,,,,,,,2044.1859,2415.8258,1989.2425,2533.4569,2499.7387,3602.3199,1589.0375,1534.5966,1833.2109,2299.2640,1899.7907,1146.0662,1326.6879,1756.9274,1107.8718,1789.4882,1724.6362,636.4129,975.4194,1514.6634,709.8525,653.8022,942.6110,560.4383,781.4468,487.4248,730.4511,759.2678,634.8600,324.4313,306.4525,291.7557,143.6451,312.8620,322.7181,191.0746,2754.8365,2572.3270,2332.0053,1958.7861,4209.4659,3151.9726,2487.8662,1906.5055,2745.4985,3111.0931,3416.2530,1707.4579,1812.4836,2738.5756,857.8323,1475.7188,2099.9225,655.1581,1572.7350,1736.9506,922.4582,530.2197,606.1224,608.9738,1210.4224,359.0287,723.3451,619.2555,706.1895,306.2298,374.5178,275.4022,142.7161,205.6626,320.3013,127.3459,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2189.9871,2661.1293,2035.7210,2295.2313,3474.9486,3474.4751,1927.2023,1725.8116,2554.1479,2397.7680,2660.6036,1363.0159,1703.0250,2114.2754,1062.7608,1568.7956,1824.8000,713.7538,1277.7585,1700.5982,758.9538,546.8023,751.4759,622.4098,972.7202,379.4523,675.1870,584.3461,557.2423,311.4788,406.1233,267.0607,117.9291,255.4413,255.6619,154.5077,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL009,2000-01-11T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,314.0,74.5,-91.8,5.7,,,,SYNTHETIC_ST090,13.375825,122.357892,281.8,550,inferred,46.5,2.37,0,69.4867,59.0682,70.3235,-23.1574,15.4820,,,,,,,,,,,,,,,,,,,,,,356.1860,303.0715,,321.1157,353.2272,272.9483,,,,,,,,,,,,,,,,,,,,,,,,,206.2482,404.6306,212.6032,343.0800,445.8551,376.6005,207.4415,672.8183,518.8706,246.2013,262.6457,249.2959,330.8171,266.6700,178.7063,126.3099,176.6963,263.5577,149.6531,311.7062,166.2866,280.4775,146.6099,162.8359,55.4683,112.8489,62.2733,47.4789,43.1488,31.8408,56.9525,55.4866,48.8302,46.5349,38.2060,18.1815,259.1035,390.4934,258.4206,292.7069,449.6065,240.1902,185.5852,437.3770,581.7973,199.8553,307.2708,260.7085,338.4748,209.2037,157.4374,105.3260,303.2588,286.4470,126.9676,305.1064,227.7696,197.1514,110.1759,211.4761,54.1555,116.8022,63.1038,64.3263,43.1997,37.7883,54.6156,59.2409,50.9007,30.3874,40.3652,14.5814,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,221.4890,317.4706,199.7801,303.9176,375.6159,331.7802,192.5102,573.8547,495.1588,217.2626,310.5142,290.3163,293.9422,231.0455,184.1905,145.9927,246.9328,253.8789,143.8165,276.3727,213.9747,230.7529,139.6367,230.2414,54.9142,91.0070,62.2324,51.2295,43.6185,34.3141,69.1290,52.0911,48.8657,42.9613,32.5820,15.8815,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL009,2000-01-19T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,188.3,34.7,107.0,8.9,,,,SYNTHETIC_ST091,13.492986,124.279362,473.6,350,inferred,375.8,2.64,0,143.7904,123.7210,137.8446,87.9835,59.0735,,,,,,,,,,,,,,,,,,,,,,50.5377,68.2545,,60.3793,66.4173,51.3224,,,,,,,,,,,,,,,,,,,,,,,,,48.3653,69.8316,105.5876,65.2029,95.9036,90.7749,77.0499,35.6101,81.2872,117.8905,64.0728,48.7072,41.4057,52.3690,54.8657,31.8639,54.4057,43.5887,58.8199,28.9491,21.5150,23.1695,28.4232,23.2237,30.3481,18.0474,24.0300,16.3461,18.7505,5.8460,17.2423,8.2366,8.5646,2.8322,3.6343,4.9068,77.2221,69.4742,105.0138,66.9207,81.7595,145.8573,102.2363,49.3729,67.5472,107.3624,72.0350,54.7049,45.9427,57.7849,68.5412,38.9793,58.4089,37.9121,47.8607,27.6352,34.6069,15.8437,31.1664,19.6851,34.3281,16.4507,20.5788,18.4359,20.1387,5.9890,16.4225,8.6826,8.5222,5.0893,4.6856,4.3547,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59.9724,60.9422,84.4377,79.0684,82.8893,124.2386,103.5850,46.8600,76.7602,94.8440,66.3564,42.2320,48.6526,58.3704,63.0456,35.2210,54.3059,53.8592,47.5881,25.0368,28.4311,19.4125,37.1435,20.0230,27.3197,20.1814,25.6253,18.2555,19.0502,6.9825,13.6779,7.2503,9.6317,4.0264,4.9568,5.0371,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL009,2000-01-18T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,201.6,32.0,-102.6,7.0,,,,SYNTHETIC_ST092,12.708501,123.215419,314.1,760,inferred,345.4,0.77,0,62.4365,44.1491,62.5146,8.8190,4.2260,,,,,,,,,,,,,,,,,,,,,,166.7506,176.4903,,197.1321,216.8453,167.5622,,,,,,,,,,,,,,,,,,,,,,,,,113.6285,159.6477,155.4527,112.0822,280.3385,381.3641,293.3702,321.7119,211.8154,230.4580,220.5635,114.0264,403.1071,316.4135,52.2854,148.2002,78.1373,49.6172,79.0016,124.1733,83.4569,84.4097,90.2098,56.0448,124.8857,63.5905,99.9971,41.9384,46.8089,58.4481,28.4948,26.8739,27.9469,17.0536,13.3190,18.6125,148.4322,240.4043,136.0037,97.4390,298.4879,233.1121,382.0371,268.3788,194.4585,283.9157,189.4338,186.0052,317.8006,324.5067,63.2854,136.5633,105.1877,53.6228,58.0530,152.3464,62.3765,99.2655,93.2950,51.0589,144.5057,39.6270,88.8361,34.6478,43.5712,39.8752,31.2675,21.6285,47.5276,20.0220,17.6480,20.2469,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,115.7203,219.4169,156.6708,105.3381,323.8557,304.0784,327.8878,339.2632,258.3126,272.0437,216.5325,159.8999,357.7318,261.0543,64.5114,151.7695,91.5798,69.5033,79.6536,122.0930,86.7243,84.1970,86.3343,49.1336,122.5502,52.6508,77.1720,36.1454,38.1079,53.6090,28.0287,22.5429,39.7078,23.9745,15.9751,20.7735,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL009,2000-01-02T00:00:00,,13.221000,122.980000,12.0,,,7.05,,,,280.6,52.4,163.7,8.0,,,,SYNTHETIC_ST093,11.853941,122.176176,265.9,400,inferred,139.8,1.08,0,175.2688,130.4850,161.4289,-6.5336,0.0000,,,,,,,,,,,,,,,,,,,,,,6.8267,7.2939,,8.2719,9.0991,7.0312,,,,,,,,,,,,,,,,,,,,,,,,,6.7405,9.7916,9.8900,10.1752,7.8304,5.6347,12.5124,14.8636,20.8357,6.4823,7.4805,8.2709,6.1739,11.6091,4.8531,2.3888,4.7850,4.4561,6.2618,5.2225,3.7613,4.2340,3.1796,2.0545,4.0273,3.2398,1.3863,1.9954,2.3957,0.7826,3.3308,0.8846,1.0457,1.7194,1.9299,0.6866,6.0914,8.3889,7.6911,12.0704,6.3539,6.3527,7.9547,10.1258,13.9429,5.0183,11.8563,7.4374,4.4639,8.7253,4.6023,3.5268,6.9234,3.0326,5.1431,3.9053,5.2953,4.3716,2.6763,3.2264,3.6054,2.0209,1.7359,1.3765,3.1399,1.3286,1.9425,0.6927,1.8266,2.2078,1.8157,0.6996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.0613,10.7222,7.9801,10.5292,6.8451,6.8434,10.5261,13.0990,18.0557,5.6378,9.1832,9.6943,6.3376,9.5588,3.8291,2.7133,6.3742,3.5066,5.7532,5.0277,4.7405,3.5838,2.8995,2.5570,3.1484,2.6395,1.7384,1.6022,2.6838,1.0861,2.6686,0.8714,1.4750,2.2404,1.4960,0.6465,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL010,2000-01-27T00:00:00,,13.270000,122.938000,30.0,,,6.45,,,,306.7,31.8,-101.0,27.2,,,,SYNTHETIC_ST094,13.540537,121.139040,91.3,400,inferred,378.1,1.06,0,196.8961,177.3108,198.3101,-69.9774,28.5423,,,,,,,,,,,,,,,,,,,,,,7.4210,7.4959,,9.9037,10.8941,8.4182,,,,,,,,,,,,,,,,,,,,,,,,,4.2377,12.5490,7.4264,25.3271,10.5512,9.9343,21.7992,10.6603,13.6304,10.3572,8.3659,11.3429,11.8173,14.1548,10.4029,6.1517,3.9479,4.9133,4.9435,6.1790,5.6847,4.9766,5.5235,3.3712,5.1393,2.0651,1.5179,3.3372,2.1994,2.0737,2.3324,2.5589,2.4124,1.2217,1.0569,1.8524,4.6408,16.9578,6.8257,29.7775,12.1398,11.9555,17.0647,10.5375,9.2324,12.0929,9.2432,10.5292,8.8635,18.9437,7.1836,5.1554,3.2472,3.5844,2.9987,7.2000,7.9300,5.4127,4.5396,4.5430,3.5561,3.3158,2.3332,3.8801,1.7662,1.7046,2.6266,1.7596,1.7216,1.2158,1.0182,1.4763,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.5530,15.4778,6.7451,24.2064,11.0691,9.4827,23.4144,13.0204,11.5820,11.5915,7.7661,10.8408,11.5007,16.3152,8.4199,5.1948,3.5863,4.8577,3.8656,7.3887,6.4789,5.6283,4.5268,3.5920,4.2685,2.9085,1.9188,3.2878,1.7341,2.2426,2.1780,2.2238,1.9855,0.9578,0.8236,1.8886,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL010,2000-01-27T00:00:00,,13.270000,122.938000,30.0,,,6.45,,,,57.7,78.3,171.5,22.1,,,,SYNTHETIC_ST095,13.193970,123.123673,88.2,760,inferred,168.7,0.90,0,21.8035,19.2729,36.8009,20.4716,0.0000,,,,,,,,,,,,,,,,,,,,,,468.6465,519.6015,,492.5833,541.8417,418.6958,,,,,,,,,,,,,,,,,,,,,,,,,470.4849,454.1718,1364.4707,372.6048,396.6785,433.9648,444.4014,710.5150,453.7197,597.4090,318.7545,324.3802,483.7696,343.2322,607.3117,308.6151,544.5590,542.2152,477.3404,169.1856,256.1452,111.5146,174.8331,231.7912,126.2239,105.4250,126.0973,200.3547,189.4561,83.1496,49.2436,72.4462,67.6652,55.7706,39.9166,41.8627,504.3388,544.8597,1263.5046,410.4785,478.7912,395.1851,509.8747,528.0140,425.7954,340.9269,226.1283,455.8950,393.7366,519.1049,580.2793,347.0838,416.5788,512.5586,416.3959,181.7634,408.1850,128.5769,264.1217,226.4294,144.9988,165.8451,88.1777,249.0443,178.8016,124.9971,49.8717,91.2607,56.5973,74.3876,38.9375,53.0633,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,554.0696,579.1055,1201.5550,474.3868,442.4836,373.1443,529.4851,666.5110,369.4376,470.5146,265.0134,404.9318,396.7589,455.7327,476.0091,309.6310,567.5526,449.8237,384.0726,198.8666,361.9119,133.8980,203.4238,217.8521,118.6340,137.8684,116.1538,237.6211,168.3182,114.8603,51.0747,77.1348,59.0122,68.9852,44.4814,42.9813,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL010,2000-01-09T00:00:00,,13.270000,122.938000,30.0,,,6.45,,,,276.7,29.6,21.1,22.8,,,,SYNTHETIC_ST096,14.379423,122.036653,143.8,550,inferred,266.3,2.35,0,157.1286,112.2432,151.1048,29.4313,77.5717,,,,,,,,,,,,,,,,,,,,,,22.1786,22.4980,,19.2524,21.1776,16.3645,,,,,,,,,,,,,,,,,,,,,,,,,17.8232,29.2509,24.2032,14.6417,17.1992,19.0908,16.5239,23.7094,23.8350,24.2927,19.0330,35.3954,11.1598,10.1552,8.5748,21.3620,12.7756,8.8299,9.4346,8.2130,3.9444,13.3109,5.4501,6.0037,4.8859,5.0717,6.4399,2.9561,3.0844,4.9428,2.8879,1.9673,1.6930,1.2197,1.7871,0.6292,21.5558,33.8305,34.2023,18.3180,12.2411,15.5935,14.3370,20.9994,25.7756,28.6720,19.2999,39.2214,12.8128,8.6807,9.2064,19.3503,18.2963,8.2617,12.6263,12.1022,4.3996,12.6423,6.8484,5.9764,5.8026,4.6617,5.2281,4.0391,4.6124,6.6226,2.0899,2.0315,2.6536,1.3251,1.2503,0.8779,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,23.6595,28.5950,27.3946,19.4121,14.9047,15.7309,18.0220,29.5951,23.7478,27.6769,25.5284,31.4068,14.1719,11.1317,7.5101,18.1174,15.3020,10.4183,11.3032,9.8787,5.0105,10.4093,5.2719,7.3635,4.6742,5.4402,5.4528,3.2176,4.1333,5.5351,2.7573,1.5732,2.2192,1.4577,1.4985,0.7304,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL010,2000-01-03T00:00:00,,13.270000,122.938000,30.0,,,6.45,,,,245.5,23.9,78.8,24.6,,,,SYNTHETIC_ST097,13.514311,121.980510,275.1,350,inferred,380.0,2.32,0,107.0762,89.3595,100.3254,50.9058,45.7311,,,,,,,,,,,,,,,,,,,,,,18.5445,16.3471,,16.4377,18.0815,13.9721,,,,,,,,,,,,,,,,,,,,,,,,,20.2706,21.0476,18.8535,11.8268,13.7773,19.8292,17.7149,30.0320,19.3458,9.0622,13.6107,24.6343,24.1422,8.4890,10.7404,8.2480,4.5908,13.8362,8.6488,2.8850,3.3643,6.3546,8.0458,8.4962,2.3443,4.0672,7.8853,2.5032,2.0352,5.9507,3.7063,1.8003,3.5758,0.9139,1.0359,0.8881,22.8550,22.1695,15.3299,7.3375,14.9215,20.9737,14.9425,33.5834,14.4182,9.0750,12.4533,20.2953,17.7340,9.8209,12.9463,6.6882,4.0791,17.6213,6.0731,3.6240,5.3676,4.8919,6.7185,11.2071,2.4079,3.4551,9.3234,2.4499,1.2269,5.9021,2.7758,2.2521,2.8793,0.9217,0.8477,1.1913,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18.0579,21.6703,17.0651,9.3289,13.4575,18.6058,19.3603,29.5050,16.9769,11.2211,12.4910,19.4325,19.0183,10.8402,14.1785,8.2495,4.8794,15.3084,8.5267,3.9226,4.1995,6.8267,6.4724,10.4492,2.8975,3.2601,7.5501,3.1038,1.7082,4.6679,3.1294,2.2274,2.8834,0.7300,0.8240,1.1536,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL010,2000-01-16T00:00:00,,13.270000,122.938000,30.0,,,6.45,,,,291.9,74.6,74.7,23.0,,,,SYNTHETIC_ST098,13.999389,122.485692,81.7,500,inferred,57.5,1.80,0,94.6933,67.4668,97.2862,-39.0197,46.1764,,,,,,,,,,,,,,,,,,,,,,83.8823,68.1635,,76.3880,84.0268,64.9298,,,,,,,,,,,,,,,,,,,,,,,,,50.6255,75.4033,56.4435,110.3051,68.7559,97.2080,182.2066,84.5069,117.4837,77.4978,58.1100,42.9904,179.9579,98.3410,42.4000,86.6701,35.8196,41.5865,56.7251,24.7616,59.4851,21.5126,25.0927,28.3060,21.4745,22.8058,21.4148,12.5975,26.2092,10.6262,12.6973,8.5261,11.0459,8.7894,5.2813,3.0202,46.5202,60.1977,87.3062,110.9158,93.4744,80.5847,175.4411,60.2695,138.4340,81.9472,70.3526,67.6108,168.0366,78.2328,25.8262,84.3112,35.9014,27.2073,63.9049,29.7428,59.5593,16.6041,27.0970,31.5976,18.9621,34.0097,18.2504,11.5169,27.9816,9.2569,9.6438,6.0579,12.2242,5.9278,5.7473,3.6141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,49.6740,73.3617,68.9323,115.4070,90.1608,91.2068,156.7361,83.1327,111.6254,75.5581,79.7858,52.8824,146.9977,96.9459,34.0181,68.2453,43.5674,38.3550,50.9370,35.2306,46.0895,17.9879,31.9651,25.7065,17.6274,27.7130,19.2204,13.2859,26.3958,9.8763,11.5663,7.8759,13.6366,6.9421,5.6249,3.4682,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL010,2000-01-08T00:00:00,,13.270000,122.938000,30.0,,,6.45,,,,13.7,43.3,-149.9,23.8,,,,SYNTHETIC_ST099,13.531440,123.260194,402.6,550,measured,45.6,1.59,0,45.3838,38.5486,51.9808,-14.0385,22.5508,,,,,,,,,,,,,,,,,,,,,,135.6770,168.1008,,147.0688,161.7757,125.0085,,,,,,,,,,,,,,,,,,,,,,,,,148.7994,158.4561,124.7985,234.2951,133.2142,172.7547,156.4333,150.0498,125.2600,101.6249,118.8224,162.4224,205.8427,346.3423,79.4028,77.0212,83.4325,157.1596,80.4511,35.9327,96.0330,60.4434,53.0582,60.7957,74.3773,37.2154,24.8387,47.9986,10.9984,35.5996,19.1117,20.0604,18.2095,33.4309,12.3848,13.2885,179.0555,143.2143,79.8589,163.9095,161.6502,236.0604,130.2068,94.7406,156.6601,131.1706,102.3156,258.8530,162.0315,219.4023,83.1349,73.4121,118.8632,166.2523,95.9720,42.4035,145.5228,47.4385,36.0576,44.3932,69.3159,30.6859,32.2324,66.6332,12.5800,46.5954,17.6378,16.7033,16.8122,26.2211,15.4168,14.0635,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,154.1620,123.3405,109.9598,192.7256,165.4182,186.1539,155.9099,132.4699,129.8949,127.5639,133.4285,228.6103,181.4475,311.8544,113.1009,63.4336,115.6989,159.4142,86.3550,42.6450,112.9766,48.7782,43.2188,47.5775,87.0595,42.2943,26.2504,61.9325,13.3337,36.6482,19.5394,19.7065,16.1496,28.5618,12.6630,15.0299,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL010,2000-01-17T00:00:00,,13.270000,122.938000,30.0,,,6.45,,,,155.4,76.6,-171.4,26.8,,,,SYNTHETIC_ST100,13.488876,121.781437,198.8,300,measured,235.6,0.93,0,127.4585,102.1331,120.4584,106.4134,33.3630,,,,,,,,,,,,,,,,,,,,,,21.1572,18.1759,,16.3987,18.0386,13.9389,,,,,,,,,,,,,,,,,,,,,,,,,18.4633,8.2308,20.4316,33.0858,8.1120,12.7052,30.8269,16.5384,15.4764,8.0517,21.7104,12.4001,20.0403,38.3803,7.5374,9.9948,22.5810,11.7030,7.0014,11.6716,4.8886,8.2441,4.0956,6.3186,3.0739,3.0851,4.1013,2.7647,2.2005,2.8679,1.3184,1.9800,1.3194,1.0988,3.0659,1.0867,20.8566,9.2667,17.5094,35.9351,8.5288,12.2525,25.8565,12.0072,12.9407,6.6674,19.3537,16.6105,19.3650,29.1303,5.8469,7.0251,13.7469,19.8623,6.3462,8.2835,3.5938,9.1389,5.0281,8.4193,5.0566,1.9780,4.0883,3.9075,2.7032,2.6573,0.7576,1.7778,1.9958,1.0516,2.5177,1.8493,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,17.6675,10.4133,17.6504,31.0311,11.2482,17.1874,34.2939,13.1368,17.4966,7.4974,24.0380,14.0600,25.1146,30.7994,6.7303,8.2684,18.1299,16.1727,6.0342,9.0291,5.0481,8.2850,5.4535,7.8361,4.0099,2.4173,3.4885,3.0288,2.0874,3.1202,1.0610,2.2219,1.5379,1.2175,2.7982,1.5118,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL010,2000-01-12T00:00:00,,13.270000,122.938000,30.0,,,6.45,,,,289.1,71.2,102.3,25.6,,,,SYNTHETIC_ST101,13.172377,123.134284,265.5,760,inferred,150.0,2.86,0,23.8596,20.0668,35.2633,1.9707,6.8406,,,,,,,,,,,,,,,,,,,,,,589.2286,537.1310,,520.7636,572.8400,442.6491,,,,,,,,,,,,,,,,,,,,,,,,,731.9353,786.5500,329.4823,1067.2797,647.2109,994.3310,695.7397,797.3622,321.9687,336.6143,513.7575,493.9768,1190.7322,417.8633,234.5709,325.2542,257.4631,161.1386,107.0801,292.5703,327.6486,243.1298,182.1615,129.9683,132.2086,161.1179,74.7567,121.1352,120.7841,184.3401,135.9989,36.5181,49.5199,54.9301,102.4500,64.9828,633.7139,1151.9798,371.6696,689.0446,803.1226,1037.6777,697.9884,591.2352,366.0084,219.3476,745.8570,498.1525,658.0372,427.9653,267.5273,267.5169,276.8763,177.3664,122.5570,366.3223,328.1578,352.6922,246.9722,112.7835,165.2315,188.8299,101.2489,152.2984,134.1611,115.4015,89.3096,44.1556,33.0841,64.8265,103.6471,40.7147,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,736.8736,1047.5081,369.7194,901.6197,869.1493,851.8023,985.7642,744.8667,299.3176,287.2923,664.4673,659.7852,936.9682,572.4161,262.9003,251.5972,317.2139,218.7125,152.1482,285.3790,292.5486,272.3096,228.4288,129.4514,138.3060,147.4216,87.8456,133.6245,112.6815,163.1811,118.6146,39.8283,44.7368,56.6015,103.6661,50.0076,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -SYNTHETIC_PHL010,2000-01-28T00:00:00,,13.270000,122.938000,30.0,,,6.45,,,,323.7,47.1,-128.9,23.5,,,,SYNTHETIC_ST102,13.125744,122.701693,144.1,500,inferred,179.4,0.56,0,30.1951,28.3495,39.6888,27.7137,2.4841,,,,,,,,,,,,,,,,,,,,,,181.7370,206.4062,,231.9082,255.0990,197.1220,,,,,,,,,,,,,,,,,,,,,,,,,360.1329,273.9301,247.2209,351.0197,230.8175,361.1435,315.6176,488.9803,368.5463,220.7525,296.6867,298.3708,243.0743,276.4453,205.5210,209.9909,149.3956,107.0738,119.9953,307.5797,63.6975,66.2663,41.4588,36.3655,38.4382,53.1480,53.6616,59.3131,53.6534,54.7312,36.1853,27.7183,21.2617,35.0041,13.8729,19.8711,271.4917,255.7986,230.9180,296.6323,217.6827,292.0644,267.0539,306.8245,213.6307,243.4831,277.0413,222.3410,250.3239,223.2322,214.4710,158.8541,146.6111,116.1575,168.9279,280.8761,57.8845,76.2385,52.2694,51.4601,54.3688,80.7108,57.2764,61.2549,54.0356,49.6814,46.0809,36.9515,21.9600,28.8145,16.2600,14.4960,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,383.2624,233.1667,305.0807,375.5125,246.7741,283.6686,278.2641,385.5100,288.6340,246.9352,234.3492,314.1383,225.4288,288.7463,181.0990,172.3414,154.2949,129.6805,135.2026,239.6383,70.8824,85.3639,49.5116,43.1787,54.0136,70.1763,53.9549,48.0444,45.9968,63.2200,42.6737,30.9243,24.6183,27.1103,12.7566,18.7719,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-16T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,199.3,40.6,178.8,8.4,,,,FAKE_ST017,13.447248,123.653527,153.6,350,inferred,153.7,1.63,0,78.6239,71.3540,73.5955,-3.1993,16.2821,,,,,,,,,,,,,,,,,,,,,,,,,10.4247,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.7992,,,,,8.8610,,,,,6.9498,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-25T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,248.5,31.5,85.9,10.0,,,,FAKE_ST033,13.693672,124.194182,484.1,760,inferred,244.0,2.40,0,142.6860,130.7554,132.3121,-3.8066,45.6619,,,,,,,,,,,,,,,,,,,,,,,,,5.1336,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.8256,,,,,4.3635,,,,,3.4224,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-23T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,192.3,36.5,170.7,8.4,,,,FAKE_ST012,13.467802,124.159674,253.6,760,measured,285.0,0.82,0,128.3479,101.2503,126.9161,5.3035,1.4872,,,,,,,,,,,,,,,,,,,,,,,,,5.8238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.4744,,,,,4.9502,,,,,3.8825,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-06T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,347.6,35.1,130.2,11.0,,,,FAKE_ST007,12.909748,123.914146,393.2,500,measured,44.8,1.73,0,94.1448,82.1149,93.9248,19.2145,10.1985,,,,,,,,,,,,,,,,,,,,,,,,,8.4189,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.9138,,,,,7.1561,,,,,5.6126,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-04T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,200.9,45.0,34.6,8.0,,,,FAKE_ST028,13.776879,123.094112,443.8,250,inferred,314.8,1.45,0,81.5256,70.8337,75.6345,-3.6072,40.4157,,,,,,,,,,,,,,,,,,,,,,,,,9.9864,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.3873,,,,,8.4885,,,,,6.6576,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-20T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,345.6,26.0,94.6,7.9,,,,FAKE_ST021,13.860000,124.184285,256.3,500,inferred,120.6,0.70,0,151.9806,151.5261,150.4626,-6.3725,35.6728,,,,,,,,,,,,,,,,,,,,,,,,,4.7616,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.4759,,,,,4.0474,,,,,3.1744,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-16T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,104.9,33.9,74.5,7.5,,,,FAKE_ST010,14.171242,122.845075,282.0,550,inferred,192.5,2.22,0,127.3390,95.1171,122.3355,14.3608,35.9809,,,,,,,,,,,,,,,,,,,,,,,,,5.8788,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.5260,,,,,4.9970,,,,,3.9192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-27T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,51.2,23.6,105.3,8.1,,,,FAKE_ST027,13.269941,123.097320,258.8,760,inferred,333.2,2.80,0,25.4435,21.9671,27.2342,11.9954,11.0905,,,,,,,,,,,,,,,,,,,,,,,,,39.1322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,36.7842,,,,,33.2623,,,,,26.0881,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-18T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,177.8,24.8,-165.7,9.1,,,,FAKE_ST030,13.036364,123.464289,-24.1,500,measured,142.5,1.13,0,44.1968,34.9697,43.8117,4.5860,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,20.5678,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.3337,,,,,17.4826,,,,,13.7119,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-25T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,242.0,36.2,-165.5,7.2,,,,FAKE_ST035,13.705455,123.722566,96.8,350,inferred,198.8,2.13,0,102.9226,97.8576,103.4343,37.3402,47.9157,,,,,,,,,,,,,,,,,,,,,,,,,7.5729,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.1186,,,,,6.4370,,,,,5.0486,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-16T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,125.3,40.0,61.2,6.5,,,,FAKE_ST020,13.145104,123.793690,158.7,760,inferred,145.3,2.23,0,80.6306,66.9851,81.7604,58.1643,38.5687,,,,,,,,,,,,,,,,,,,,,,,,,10.1180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.5109,,,,,8.6003,,,,,6.7453,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-11T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,41.7,66.4,131.4,6.7,,,,FAKE_ST032,12.995292,123.333240,159.9,760,inferred,20.4,2.67,0,30.4909,26.3755,32.8022,5.5566,0.6148,,,,,,,,,,,,,,,,,,,,,,,,,31.7318,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,29.8279,,,,,26.9720,,,,,21.1545,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-15T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,273.6,32.2,17.7,6.1,,,,FAKE_ST005,13.198256,122.739804,307.4,500,inferred,186.5,2.25,0,38.3037,32.7701,36.8311,16.6219,5.7052,,,,,,,,,,,,,,,,,,,,,,,,,24.3218,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22.8625,,,,,20.6736,,,,,16.2146,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-18T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,4.9,44.5,-99.1,6.6,,,,FAKE_ST034,12.917222,123.991170,346.4,350,measured,63.1,2.87,0,102.2728,90.2723,102.9086,-14.4260,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.6302,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.1723,,,,,6.4856,,,,,5.0868,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-16T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,352.9,34.6,18.5,9.4,,,,FAKE_ST006,13.230661,123.517412,274.1,450,inferred,370.3,1.77,0,54.0385,42.5585,55.3715,30.1598,4.9090,,,,,,,,,,,,,,,,,,,,,,,,,16.2374,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.2632,,,,,13.8018,,,,,10.8249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-17T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,96.2,20.2,81.4,6.7,,,,FAKE_ST018,13.300467,123.014261,465.2,450,measured,240.4,2.15,0,28.8120,26.9969,29.5924,3.5270,13.0799,,,,,,,,,,,,,,,,,,,,,,,,,33.8881,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,31.8548,,,,,28.8049,,,,,22.5921,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR001,2000-01-15T00:00:00,,13.044621,123.056385,13.7,,,6.55,,,,335.8,72.2,173.1,10.3,,,,FAKE_ST026,14.271821,123.293448,202.4,450,inferred,165.5,2.64,0,138.8416,111.5644,133.0779,45.5229,25.0472,,,,,,,,,,,,,,,,,,,,,,,,,5.3034,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.9852,,,,,4.5079,,,,,3.5356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-22T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,285.3,59.1,-125.2,7.0,,,,FAKE_ST020,13.145104,123.793690,158.7,300,measured,68.0,2.91,0,68.6117,57.7637,65.3986,59.7021,4.5875,,,,,,,,,,,,,,,,,,,,,,,,,10.2690,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.6528,,,,,8.7286,,,,,6.8460,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-24T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,51.9,72.3,169.2,12.3,,,,FAKE_ST016,13.051502,123.049186,102.9,400,measured,317.0,1.16,0,24.5193,20.4023,28.2652,7.0843,2.9386,,,,,,,,,,,,,,,,,,,,,,,,,34.2376,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,32.1833,,,,,29.1019,,,,,22.8250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-11T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,225.6,73.2,-4.3,9.5,,,,FAKE_ST004,13.227957,122.744696,227.9,300,measured,254.6,1.09,0,45.7723,43.7447,47.3840,36.1150,3.0213,,,,,,,,,,,,,,,,,,,,,,,,,16.5485,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.5556,,,,,14.0662,,,,,11.0323,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-28T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,36.2,30.0,-72.2,12.6,,,,FAKE_ST034,12.917222,123.991170,346.4,760,inferred,143.3,0.64,0,96.1540,79.8262,94.8186,-33.8784,23.4254,,,,,,,,,,,,,,,,,,,,,,,,,6.8832,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.4702,,,,,5.8508,,,,,4.5888,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-06T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,61.2,24.7,133.5,9.1,,,,FAKE_ST029,13.228981,123.299101,498.6,400,inferred,111.5,2.78,0,14.3044,11.0610,19.3922,1.6890,3.9660,,,,,,,,,,,,,,,,,,,,,,,,,63.2361,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59.4419,,,,,53.7507,,,,,42.1574,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-26T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,167.5,37.3,16.8,12.3,,,,FAKE_ST019,13.813697,123.672053,44.1,450,inferred,379.2,2.97,0,83.9764,65.1819,80.6712,-9.8261,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.0833,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.5983,,,,,6.8708,,,,,5.3889,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-28T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,174.0,34.2,25.9,9.3,,,,FAKE_ST003,13.030408,124.038269,182.1,760,inferred,397.2,1.24,0,97.1288,81.3017,95.2032,-4.5473,48.5218,,,,,,,,,,,,,,,,,,,,,,,,,6.8013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.3932,,,,,5.7811,,,,,4.5342,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-20T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,268.3,70.0,145.1,8.1,,,,FAKE_ST031,13.841169,122.864474,385.6,300,inferred,107.4,2.50,0,74.4793,71.4644,68.3986,49.7125,35.8634,,,,,,,,,,,,,,,,,,,,,,,,,9.3186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.7595,,,,,7.9208,,,,,6.2124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-27T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,49.2,25.8,45.9,12.5,,,,FAKE_ST024,13.216474,123.101611,468.6,550,inferred,319.7,0.58,0,7.5702,6.8384,15.9696,4.4013,1.9791,,,,,,,,,,,,,,,,,,,,,,,,,126.8105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,119.2018,,,,,107.7889,,,,,84.5403,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-05T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,283.1,72.6,-48.3,9.8,,,,FAKE_ST032,12.995292,123.333240,159.9,400,inferred,123.6,0.91,0,32.5638,25.6776,32.5042,20.2293,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,24.6434,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,23.1648,,,,,20.9469,,,,,16.4289,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-05T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,271.5,33.5,63.5,8.7,,,,FAKE_ST028,13.776879,123.094112,443.8,500,inferred,171.0,2.61,0,60.2683,48.3119,60.4796,-19.7225,28.5687,,,,,,,,,,,,,,,,,,,,,,,,,11.9691,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.2510,,,,,10.1738,,,,,7.9794,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-22T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,269.6,35.7,-42.8,8.9,,,,FAKE_ST018,13.300467,123.014261,465.2,400,measured,161.2,2.19,0,17.9030,12.6068,22.7248,5.4579,2.1188,,,,,,,,,,,,,,,,,,,,,,,,,49.0805,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,46.1357,,,,,41.7184,,,,,32.7203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-21T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,22.8,69.4,147.4,11.0,,,,FAKE_ST005,13.198256,122.739804,307.4,500,measured,175.2,0.85,0,46.5139,45.7209,46.9465,-0.3717,10.5613,,,,,,,,,,,,,,,,,,,,,,,,,16.2391,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.2647,,,,,13.8032,,,,,10.8260,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-13T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,163.3,60.2,87.5,7.1,,,,FAKE_ST023,12.948150,123.043572,123.5,250,inferred,179.3,2.36,0,35.0706,25.7712,38.0393,-5.1834,6.1823,,,,,,,,,,,,,,,,,,,,,,,,,22.6027,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21.2466,,,,,19.2123,,,,,15.0685,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-09T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,11.8,42.2,-20.4,7.1,,,,FAKE_ST026,14.271821,123.293448,202.4,450,inferred,345.1,0.75,0,115.5848,109.8180,112.5039,48.9477,52.8612,,,,,,,,,,,,,,,,,,,,,,,,,5.5306,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.1988,,,,,4.7010,,,,,3.6871,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR002,2000-01-27T00:00:00,,13.239578,123.167397,14.8,,,6.21,,,,163.7,59.8,51.0,9.2,,,,FAKE_ST027,13.269941,123.097320,258.8,400,inferred,28.1,2.47,0,8.3022,6.4986,15.3533,7.9062,3.8548,,,,,,,,,,,,,,,,,,,,,,,,,114.9330,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,108.0370,,,,,97.6931,,,,,76.6220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR003,2000-01-19T00:00:00,,13.211070,122.866051,17.1,,,7.06,,,,77.7,72.2,-61.7,14.2,,,,FAKE_ST013,13.827780,123.944107,423.9,550,inferred,362.2,0.51,0,135.2291,102.9853,133.4063,100.7087,25.4157,,,,,,,,,,,,,,,,,,,,,,,,,6.9441,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.5274,,,,,5.9025,,,,,4.6294,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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+FAKE_ASCR006,2000-01-25T00:00:00,,13.214514,122.876636,7.8,,,6.28,,,,49.5,77.9,172.0,4.9,,,,FAKE_ST030,13.036364,123.464289,-24.1,550,inferred,268.1,2.70,0,66.6489,54.9180,60.7460,38.3922,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,11.4056,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.7212,,,,,9.6947,,,,,7.6037,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR007,2000-01-02T00:00:00,,13.160416,122.885499,6.2,,,6.48,,,,326.9,25.4,26.7,1.0,,,,FAKE_ST017,13.447248,123.653527,153.6,500,inferred,294.8,2.84,0,89.0186,82.5001,86.1141,-6.1541,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.9996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.4596,,,,,7.6496,,,,,5.9997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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+FAKE_ASCR008,2000-01-09T00:00:00,,13.216878,123.031672,20.0,,,6.16,,,,293.5,36.0,-37.1,15.7,,,,FAKE_ST029,13.228981,123.299101,498.6,450,measured,174.3,1.91,0,28.9796,24.8446,34.8997,-4.0150,6.7768,,,,,,,,,,,,,,,,,,,,,,,,,26.7554,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,25.1501,,,,,22.7421,,,,,17.8370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR008,2000-01-25T00:00:00,,13.216878,123.031672,20.0,,,6.16,,,,11.4,44.3,-44.2,15.1,,,,FAKE_ST020,13.145104,123.793690,158.7,550,inferred,262.0,2.26,0,82.8853,79.1025,82.5610,39.8350,33.2166,,,,,,,,,,,,,,,,,,,,,,,,,7.7836,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.3166,,,,,6.6160,,,,,5.1891,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR008,2000-01-04T00:00:00,,13.216878,123.031672,20.0,,,6.16,,,,322.1,75.1,-97.3,12.6,,,,FAKE_ST026,14.271821,123.293448,202.4,350,inferred,283.1,1.92,0,120.6637,107.8097,120.4117,-0.3733,58.4170,,,,,,,,,,,,,,,,,,,,,,,,,4.9821,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.6831,,,,,4.2348,,,,,3.3214,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR008,2000-01-22T00:00:00,,13.216878,123.031672,20.0,,,6.16,,,,11.8,75.7,-66.8,12.2,,,,FAKE_ST022,14.164278,123.726921,376.8,760,measured,243.1,2.38,0,129.3809,117.1322,129.9185,-10.2781,23.3043,,,,,,,,,,,,,,,,,,,,,,,,,4.5851,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.3100,,,,,3.8973,,,,,3.0567,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR008,2000-01-22T00:00:00,,13.216878,123.031672,20.0,,,6.16,,,,322.7,39.9,92.0,17.1,,,,FAKE_ST008,13.410376,123.747209,35.5,300,measured,395.6,2.31,0,80.3596,69.8476,76.9992,28.1294,31.7107,,,,,,,,,,,,,,,,,,,,,,,,,8.0744,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.5900,,,,,6.8633,,,,,5.3830,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR008,2000-01-20T00:00:00,,13.216878,123.031672,20.0,,,6.16,,,,343.7,43.8,98.5,17.8,,,,FAKE_ST013,13.827780,123.944107,423.9,400,measured,123.9,2.98,0,119.7715,92.1813,110.4670,-46.2285,26.7831,,,,,,,,,,,,,,,,,,,,,,,,,5.0263,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.7247,,,,,4.2723,,,,,3.3508,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR008,2000-01-22T00:00:00,,13.216878,123.031672,20.0,,,6.16,,,,136.8,66.3,-73.7,16.5,,,,FAKE_ST032,12.995292,123.333240,159.9,500,inferred,47.9,1.17,0,40.9112,40.1888,42.5880,6.0455,11.2828,,,,,,,,,,,,,,,,,,,,,,,,,17.8981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.8242,,,,,15.2134,,,,,11.9321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR008,2000-01-10T00:00:00,,13.216878,123.031672,20.0,,,6.16,,,,160.1,65.7,-143.2,17.4,,,,FAKE_ST019,13.813697,123.672053,44.1,300,inferred,183.8,1.89,0,95.9038,76.2438,95.4084,-32.6239,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.5463,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.1535,,,,,5.5643,,,,,4.3642,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-11T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,310.9,20.7,-31.0,10.7,,,,FAKE_ST034,12.917222,123.991170,346.4,300,measured,295.4,1.90,0,123.6015,99.6444,112.6645,-44.5464,27.0231,,,,,,,,,,,,,,,,,,,,,,,,,5.8773,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.5247,,,,,4.9957,,,,,3.9182,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-05T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,22.8,46.1,-28.4,12.5,,,,FAKE_ST021,13.860000,124.184285,256.3,550,inferred,49.2,1.13,0,155.2609,116.5778,151.3152,-15.0016,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,4.4791,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.2103,,,,,3.8072,,,,,2.9860,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-13T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,119.6,57.2,109.5,13.4,,,,FAKE_ST017,13.447248,123.653527,153.6,550,inferred,147.2,2.54,0,84.9452,64.4449,83.1846,-28.8424,1.1264,,,,,,,,,,,,,,,,,,,,,,,,,9.1779,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.6272,,,,,7.8012,,,,,6.1186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-13T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,348.7,37.5,70.2,12.4,,,,FAKE_ST014,13.956858,123.566028,-24.8,450,inferred,238.8,1.11,0,107.6933,105.9900,101.6772,-21.4011,2.1461,,,,,,,,,,,,,,,,,,,,,,,,,6.9241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.5087,,,,,5.8855,,,,,4.6161,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-19T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,359.0,30.8,96.3,15.2,,,,FAKE_ST022,14.164278,123.726921,376.8,300,inferred,296.3,2.86,0,136.4635,111.6109,135.0424,-44.9195,26.5688,,,,,,,,,,,,,,,,,,,,,,,,,5.2238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.9103,,,,,4.4402,,,,,3.4825,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-26T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,147.3,50.0,48.0,13.9,,,,FAKE_ST023,12.948150,123.043572,123.5,550,inferred,270.3,2.29,0,35.8370,34.0231,39.0266,-14.2009,14.1001,,,,,,,,,,,,,,,,,,,,,,,,,25.3668,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,23.8448,,,,,21.5618,,,,,16.9112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-28T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,249.0,52.6,104.7,13.2,,,,FAKE_ST011,13.994598,123.910692,244.9,300,measured,360.3,1.84,0,138.0113,121.3644,131.4387,51.5287,24.0219,,,,,,,,,,,,,,,,,,,,,,,,,5.1540,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.8448,,,,,4.3809,,,,,3.4360,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-02T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,202.8,58.7,52.8,9.6,,,,FAKE_ST008,13.410376,123.747209,35.5,350,measured,146.0,2.49,0,93.8166,84.1798,93.2098,3.0503,23.7262,,,,,,,,,,,,,,,,,,,,,,,,,8.1573,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.6679,,,,,6.9337,,,,,5.4382,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-23T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,207.1,46.7,-39.2,10.8,,,,FAKE_ST009,13.404892,124.135820,1.0,350,measured,243.7,1.75,0,135.1660,103.6183,123.9956,83.8407,25.7620,,,,,,,,,,,,,,,,,,,,,,,,,5.2835,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.9665,,,,,4.4910,,,,,3.5224,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-27T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,338.6,28.5,-67.7,12.7,,,,FAKE_ST013,13.827780,123.944107,423.9,400,measured,98.6,1.71,0,130.6959,103.0707,125.0279,115.1198,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,5.4995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.1695,,,,,4.6746,,,,,3.6663,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-26T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,255.9,21.4,-56.5,14.7,,,,FAKE_ST005,13.198256,122.739804,307.4,500,measured,324.0,2.82,0,17.7313,16.1182,23.4387,-0.3836,0.1806,,,,,,,,,,,,,,,,,,,,,,,,,57.1120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,53.6853,,,,,48.5452,,,,,38.0747,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-26T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,145.8,31.1,50.6,12.8,,,,FAKE_ST031,13.841169,122.864474,385.6,550,inferred,31.1,2.04,0,67.1914,53.7059,66.2948,9.3768,8.2940,,,,,,,,,,,,,,,,,,,,,,,,,12.1152,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.3883,,,,,10.2980,,,,,8.0768,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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+FAKE_ASCR009,2000-01-12T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,249.6,50.6,-29.4,14.6,,,,FAKE_ST015,13.334082,123.041847,-6.1,760,measured,165.8,0.96,0,18.8493,14.9655,24.8034,-2.6793,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,53.2736,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,50.0772,,,,,45.2826,,,,,35.5158,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-02T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,311.6,77.1,-5.5,14.2,,,,FAKE_ST029,13.228981,123.299101,498.6,450,inferred,165.9,1.90,0,43.3745,32.1877,44.3449,-1.2201,5.0185,,,,,,,,,,,,,,,,,,,,,,,,,20.2884,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.0711,,,,,17.2451,,,,,13.5256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR009,2000-01-03T00:00:00,,13.237808,122.898486,17.4,,,6.52,,,,203.5,67.8,-100.6,15.2,,,,FAKE_ST003,13.030408,124.038269,182.1,500,inferred,105.4,1.22,0,125.5587,103.5469,122.7602,95.4042,17.8406,,,,,,,,,,,,,,,,,,,,,,,,,5.7684,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.4223,,,,,4.9032,,,,,3.8456,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-27T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,356.7,52.5,92.4,9.7,,,,FAKE_ST014,13.956858,123.566028,-24.8,500,inferred,187.7,1.05,0,113.9829,83.6593,109.9525,-37.4651,39.0482,,,,,,,,,,,,,,,,,,,,,,,,,5.5485,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.2156,,,,,4.7162,,,,,3.6990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-02T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,161.9,40.9,114.0,11.6,,,,FAKE_ST033,13.693672,124.194182,484.1,300,measured,397.7,2.44,0,158.2973,141.8505,154.9290,-20.3733,65.2766,,,,,,,,,,,,,,,,,,,,,,,,,3.7522,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.5270,,,,,3.1894,,,,,2.5015,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-21T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,154.1,57.0,102.5,9.4,,,,FAKE_ST017,13.447248,123.653527,153.6,550,inferred,326.1,1.93,0,94.5605,82.8707,94.1320,2.4535,28.1344,,,,,,,,,,,,,,,,,,,,,,,,,6.9279,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.5122,,,,,5.8887,,,,,4.6186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-28T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,185.2,74.0,113.5,13.4,,,,FAKE_ST009,13.404892,124.135820,1.0,760,inferred,305.0,1.53,0,145.1789,132.2893,136.2061,-9.5818,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,4.1598,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.9102,,,,,3.5358,,,,,2.7732,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-23T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,116.0,34.9,123.7,11.9,,,,FAKE_ST030,13.036364,123.464289,-24.1,250,inferred,74.0,2.08,0,75.3153,55.5877,76.0260,60.1858,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,9.0740,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.5296,,,,,7.7129,,,,,6.0494,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-17T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,269.9,61.7,135.8,11.5,,,,FAKE_ST012,13.467802,124.159674,253.6,300,inferred,205.5,1.95,0,148.7086,132.3638,141.3970,121.9690,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,4.0424,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.7998,,,,,3.4360,,,,,2.6949,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-13T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,78.4,45.8,-103.7,12.6,,,,FAKE_ST029,13.228981,123.299101,498.6,350,inferred,334.8,1.34,0,53.6630,48.7897,54.0248,41.5974,19.1563,,,,,,,,,,,,,,,,,,,,,,,,,13.5426,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.7300,,,,,11.5112,,,,,9.0284,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-21T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,282.2,47.6,-135.3,9.1,,,,FAKE_ST003,13.030408,124.038269,182.1,450,inferred,187.7,0.50,0,135.8619,131.5478,133.9348,87.4110,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,4.5019,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.2318,,,,,3.8266,,,,,3.0013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-28T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,335.8,36.4,55.7,12.8,,,,FAKE_ST008,13.410376,123.747209,35.5,300,inferred,161.3,2.76,0,103.6596,100.8424,104.8819,85.3348,1.1720,,,,,,,,,,,,,,,,,,,,,,,,,6.2115,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.8388,,,,,5.2798,,,,,4.1410,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-21T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,32.8,25.7,-103.2,13.8,,,,FAKE_ST031,13.841169,122.864474,385.6,450,measured,245.6,1.80,0,66.2322,52.4329,64.0820,36.3722,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,10.5643,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.9304,,,,,8.9797,,,,,7.0429,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-23T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,47.6,24.2,-42.1,9.9,,,,FAKE_ST010,14.171242,122.845075,282.0,500,measured,58.9,1.28,0,102.7054,82.4798,93.6699,-32.7742,41.3120,,,,,,,,,,,,,,,,,,,,,,,,,6.2802,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.9034,,,,,5.3382,,,,,4.1868,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-22T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,51.4,51.8,-176.9,10.4,,,,FAKE_ST006,13.230661,123.517412,274.1,760,inferred,187.2,2.31,0,77.2743,72.9478,74.0921,62.7271,19.2493,,,,,,,,,,,,,,,,,,,,,,,,,8.8022,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.2741,,,,,7.4819,,,,,5.8681,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-05T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,270.9,55.4,-41.7,8.5,,,,FAKE_ST015,13.334082,123.041847,-6.1,450,inferred,139.5,0.85,0,27.4711,22.8756,30.6969,-4.7836,11.7470,,,,,,,,,,,,,,,,,,,,,,,,,29.6244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,27.8469,,,,,25.1807,,,,,19.7496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-23T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,9.7,70.8,135.3,13.0,,,,FAKE_ST018,13.300467,123.014261,465.2,760,measured,250.6,0.97,0,23.5072,20.6933,26.4337,13.6757,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,35.4635,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33.3357,,,,,30.1440,,,,,23.6424,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-13T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,40.6,50.0,33.8,11.1,,,,FAKE_ST025,13.372017,124.014551,310.5,300,inferred,391.5,2.97,0,131.7391,123.1946,128.0421,90.9879,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,4.6702,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.3900,,,,,3.9697,,,,,3.1135,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-06T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,274.6,77.3,97.3,14.2,,,,FAKE_ST020,13.145104,123.793690,158.7,400,inferred,45.7,1.16,0,107.7864,102.5794,102.3221,14.1518,19.6656,,,,,,,,,,,,,,,,,,,,,,,,,5.9299,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.5741,,,,,5.0404,,,,,3.9532,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_ASCR010,2000-01-25T00:00:00,,13.248464,122.803726,16.3,,,6.20,,,,149.6,62.1,-150.3,11.0,,,,FAKE_ST034,12.917222,123.991170,346.4,250,measured,254.1,1.19,0,133.7804,109.6187,134.0733,-9.4005,39.9790,,,,,,,,,,,,,,,,,,,,,,,,,4.5854,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.3103,,,,,3.8976,,,,,3.0570,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-13T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,211.1,65.8,53.9,15.1,,,,FAKE_ST017,13.447248,123.653527,153.6,760,measured,137.9,1.59,0,42.8216,32.5855,45.3577,30.4928,7.5140,,,,,,,,,,,,,,,,,,,,,,,,,22.8552,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21.4839,,,,,19.4269,,,,,15.2368,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-02T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,111.3,64.5,86.6,18.3,,,,FAKE_ST008,13.410376,123.747209,35.5,550,measured,289.0,2.25,0,53.7070,52.4926,53.3056,-17.5096,12.2778,,,,,,,,,,,,,,,,,,,,,,,,,17.5129,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.4621,,,,,14.8860,,,,,11.6753,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-06T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,133.9,65.0,134.4,14.6,,,,FAKE_ST007,12.909748,123.914146,393.2,450,inferred,64.9,2.75,0,103.5900,88.7665,105.1981,69.8695,31.5469,,,,,,,,,,,,,,,,,,,,,,,,,8.0468,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.5640,,,,,6.8398,,,,,5.3645,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-03T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,178.6,50.6,-160.0,13.8,,,,FAKE_ST010,14.171242,122.845075,282.0,400,inferred,83.4,0.89,0,78.1596,56.2094,75.0366,44.4325,15.9177,,,,,,,,,,,,,,,,,,,,,,,,,11.2410,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.5666,,,,,9.5549,,,,,7.4940,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-08T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,16.6,41.8,151.3,17.9,,,,FAKE_ST009,13.404892,124.135820,1.0,350,measured,384.9,0.59,0,93.3481,79.5930,88.2958,-40.5078,37.7173,,,,,,,,,,,,,,,,,,,,,,,,,9.1061,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.5597,,,,,7.7401,,,,,6.0707,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-03T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,205.8,27.2,62.4,18.7,,,,FAKE_ST032,12.995292,123.333240,159.9,300,inferred,104.8,1.79,0,70.3007,57.9894,68.3910,40.8048,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,12.7438,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.9791,,,,,10.8322,,,,,8.4958,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-11T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,31.1,47.4,-47.2,17.2,,,,FAKE_ST020,13.145104,123.793690,158.7,250,inferred,318.1,2.35,0,75.4015,63.3017,70.9805,-5.7712,29.5116,,,,,,,,,,,,,,,,,,,,,,,,,11.7297,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.0259,,,,,9.9703,,,,,7.8198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-24T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,324.2,65.6,-91.8,18.9,,,,FAKE_ST033,13.693672,124.194182,484.1,550,inferred,175.8,1.08,0,96.5642,95.7489,92.5760,96.2436,33.1331,,,,,,,,,,,,,,,,,,,,,,,,,8.7470,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.2222,,,,,7.4350,,,,,5.8314,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-24T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,110.7,32.3,173.9,16.5,,,,FAKE_ST023,12.948150,123.043572,123.5,400,measured,385.3,2.93,0,80.5248,56.4027,82.8071,39.1315,31.7513,,,,,,,,,,,,,,,,,,,,,,,,,10.8508,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.1998,,,,,9.2232,,,,,7.2339,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-23T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,322.4,47.5,89.2,15.5,,,,FAKE_ST011,13.994598,123.910692,244.9,450,inferred,212.1,2.09,0,77.3057,75.4800,72.8388,65.3953,12.6651,,,,,,,,,,,,,,,,,,,,,,,,,11.3883,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.7050,,,,,9.6800,,,,,7.5922,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-10T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,94.0,38.9,108.3,14.8,,,,FAKE_ST028,13.776879,123.094112,443.8,300,measured,299.4,1.30,0,28.0749,20.1770,33.6220,13.8596,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,37.3928,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35.1492,,,,,31.7839,,,,,24.9285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-05T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,38.0,47.0,-66.9,18.3,,,,FAKE_ST022,14.164278,123.726921,376.8,760,inferred,156.1,2.43,0,75.2583,57.2576,70.9005,50.4160,15.7512,,,,,,,,,,,,,,,,,,,,,,,,,11.7562,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.0508,,,,,9.9927,,,,,7.8374,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-10T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,297.5,61.8,-165.5,14.0,,,,FAKE_ST021,13.860000,124.184285,256.3,500,inferred,144.6,0.73,0,98.6427,94.2772,95.4385,-35.9423,36.0359,,,,,,,,,,,,,,,,,,,,,,,,,8.5286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.0168,,,,,7.2493,,,,,5.6857,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-06T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,11.2,44.3,-17.2,14.5,,,,FAKE_ST031,13.841169,122.864474,385.6,550,inferred,114.9,1.66,0,53.0376,37.9052,53.5954,-2.7441,19.8394,,,,,,,,,,,,,,,,,,,,,,,,,17.7736,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.7072,,,,,15.1075,,,,,11.8490,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT001,2000-01-27T00:00:00,,13.626842,123.303129,21.0,,,6.76,,,,144.2,61.2,157.5,18.5,,,,FAKE_ST035,13.705455,123.722566,96.8,450,measured,242.7,2.79,0,46.1541,43.8054,45.6923,44.9472,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,20.9308,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.6750,,,,,17.7912,,,,,13.9539,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-03T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,325.8,69.8,-60.6,29.7,,,,FAKE_ST018,13.300467,123.014261,465.2,350,measured,195.2,0.92,0,65.7582,49.9319,73.0762,30.8393,24.1010,,,,,,,,,,,,,,,,,,,,,,,,,9.8141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.2252,,,,,8.3420,,,,,6.5427,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-06T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,99.0,46.8,-126.5,26.2,,,,FAKE_ST003,13.030408,124.038269,182.1,300,inferred,254.5,2.12,0,91.5632,74.6074,92.0822,12.8185,4.3731,,,,,,,,,,,,,,,,,,,,,,,,,6.6302,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2324,,,,,5.6357,,,,,4.4202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-14T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,71.8,73.1,9.3,26.1,,,,FAKE_ST001,12.937516,123.659140,101.3,500,inferred,324.8,2.49,0,82.4988,69.6050,87.4225,-30.3940,5.6191,,,,,,,,,,,,,,,,,,,,,,,,,7.5031,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.0529,,,,,6.3776,,,,,5.0020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-11T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,139.8,30.8,-65.2,28.6,,,,FAKE_ST022,14.164278,123.726921,376.8,300,inferred,360.4,2.45,0,61.1719,57.1609,65.4099,0.9819,11.9870,,,,,,,,,,,,,,,,,,,,,,,,,10.6891,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.0478,,,,,9.0858,,,,,7.1261,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-04T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,89.2,34.5,12.1,25.2,,,,FAKE_ST025,13.372017,124.014551,310.5,250,inferred,300.1,2.41,0,64.7369,60.2088,68.7830,64.6986,31.1893,,,,,,,,,,,,,,,,,,,,,,,,,9.9973,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.3975,,,,,8.4977,,,,,6.6649,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-19T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,114.5,64.3,-50.8,26.4,,,,FAKE_ST005,13.198256,122.739804,307.4,550,inferred,287.3,1.38,0,96.6388,91.9776,95.2082,74.2023,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.2188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.8457,,,,,5.2860,,,,,4.1459,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-06T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,176.6,25.4,-96.3,28.6,,,,FAKE_ST021,13.860000,124.184285,256.3,450,inferred,220.1,0.50,0,77.5853,73.1723,82.5257,74.1391,13.9256,,,,,,,,,,,,,,,,,,,,,,,,,8.0695,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.5853,,,,,6.8591,,,,,5.3797,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-02T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,7.9,55.2,150.2,25.3,,,,FAKE_ST009,13.404892,124.135820,1.0,550,inferred,341.7,2.65,0,74.9090,56.4243,76.0591,52.7087,30.5443,,,,,,,,,,,,,,,,,,,,,,,,,8.4121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.9074,,,,,7.1503,,,,,5.6081,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-11T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,49.1,29.5,161.5,25.2,,,,FAKE_ST006,13.230661,123.517412,274.1,350,inferred,385.1,2.12,0,48.0366,43.1677,55.9720,18.2071,1.7098,,,,,,,,,,,,,,,,,,,,,,,,,14.2112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.3585,,,,,12.0795,,,,,9.4741,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-23T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,106.0,30.7,-179.4,25.7,,,,FAKE_ST024,13.216474,123.101611,468.6,450,inferred,237.7,2.63,0,65.3420,57.2844,67.0739,-15.4843,0.9655,,,,,,,,,,,,,,,,,,,,,,,,,9.8880,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.2947,,,,,8.4048,,,,,6.5920,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-19T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,37.5,49.8,-60.8,29.5,,,,FAKE_ST015,13.334082,123.041847,-6.1,250,inferred,151.8,1.30,0,61.1199,59.6721,66.2124,58.1432,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,10.6999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.0579,,,,,9.0949,,,,,7.1332,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-09T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,283.3,63.2,-162.7,27.3,,,,FAKE_ST035,13.705455,123.722566,96.8,350,inferred,179.5,0.92,0,25.0096,19.4966,38.3084,-3.1434,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,30.4155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,28.5906,,,,,25.8532,,,,,20.2770,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-26T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,311.1,59.1,67.4,28.9,,,,FAKE_ST023,12.948150,123.043572,123.5,300,inferred,48.0,2.61,0,93.2393,75.0921,97.3873,5.8761,35.4463,,,,,,,,,,,,,,,,,,,,,,,,,6.4890,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.0996,,,,,5.5156,,,,,4.3260,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-13T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,57.9,24.5,159.1,24.1,,,,FAKE_ST014,13.956858,123.566028,-24.8,760,measured,148.4,2.96,0,33.6471,33.1592,43.2206,-13.0786,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,21.5603,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.2667,,,,,18.3263,,,,,14.3735,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-02T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,36.5,32.3,-111.6,25.7,,,,FAKE_ST026,14.271821,123.293448,202.4,500,measured,294.4,2.32,0,71.2109,63.8114,73.6006,29.2660,7.4017,,,,,,,,,,,,,,,,,,,,,,,,,8.9317,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.3958,,,,,7.5919,,,,,5.9544,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT002,2000-01-16T00:00:00,,13.662135,123.495413,31.9,,,6.19,,,,55.3,41.6,-26.1,28.2,,,,FAKE_ST033,13.693672,124.194182,484.1,760,inferred,271.6,2.00,0,75.5774,55.0789,76.2782,6.7531,13.9640,,,,,,,,,,,,,,,,,,,,,,,,,8.3240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.8246,,,,,7.0754,,,,,5.5494,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-28T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,41.6,67.1,-10.5,21.5,,,,FAKE_ST024,13.216474,123.101611,468.6,550,measured,120.7,2.10,0,57.6654,43.3211,58.1857,-3.5916,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,11.9745,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.2560,,,,,10.1783,,,,,7.9830,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-15T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,167.4,33.6,-83.3,26.5,,,,FAKE_ST010,14.171242,122.845075,282.0,300,inferred,305.8,2.17,0,76.9162,62.6431,76.9720,-16.9312,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.5185,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.0074,,,,,7.2407,,,,,5.6790,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-02T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,302.7,69.1,-29.3,23.6,,,,FAKE_ST028,13.776879,123.094112,443.8,350,inferred,349.4,1.69,0,29.2200,24.0830,40.2545,18.5455,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,26.5437,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24.9510,,,,,22.5621,,,,,17.6958,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-19T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,324.2,68.0,63.9,23.1,,,,FAKE_ST009,13.404892,124.135820,1.0,550,inferred,65.7,2.39,0,90.7503,74.2738,88.5407,70.8678,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.0014,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.5813,,,,,5.9512,,,,,4.6676,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-22T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,156.7,79.8,45.8,21.8,,,,FAKE_ST002,14.004707,123.034816,322.2,450,inferred,118.0,2.78,0,49.3892,46.5512,57.0239,-15.3463,4.7593,,,,,,,,,,,,,,,,,,,,,,,,,14.3718,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.5095,,,,,12.2160,,,,,9.5812,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-15T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,330.2,20.7,72.1,23.3,,,,FAKE_ST034,12.917222,123.991170,346.4,350,measured,317.0,0.78,0,109.7714,89.9255,106.5472,-1.1866,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,5.5847,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.2496,,,,,4.7470,,,,,3.7231,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-04T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,202.6,26.1,-77.0,23.6,,,,FAKE_ST012,13.467802,124.159674,253.6,450,inferred,150.7,1.53,0,91.1334,79.7238,91.4394,86.3259,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.9665,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.5485,,,,,5.9215,,,,,4.6443,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-20T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,219.1,61.6,-166.0,21.5,,,,FAKE_ST026,14.271821,123.293448,202.4,300,inferred,146.0,1.09,0,66.2593,55.7846,69.1635,-16.0149,5.4387,,,,,,,,,,,,,,,,,,,,,,,,,10.1628,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.5530,,,,,8.6384,,,,,6.7752,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-09T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,303.4,71.5,66.5,21.0,,,,FAKE_ST031,13.841169,122.864474,385.6,500,inferred,106.6,1.25,0,54.9525,38.8003,61.4126,39.8998,0.6670,,,,,,,,,,,,,,,,,,,,,,,,,12.6745,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.9141,,,,,10.7734,,,,,8.4497,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-07T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,328.8,44.4,-5.6,23.7,,,,FAKE_ST029,13.228981,123.299101,498.6,500,inferred,162.1,0.64,0,50.1743,41.3954,53.6353,23.4983,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,14.1076,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.2611,,,,,11.9914,,,,,9.4051,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-19T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,10.4,31.6,119.9,21.8,,,,FAKE_ST007,12.909748,123.914146,393.2,450,measured,114.8,1.64,0,105.3308,89.7459,101.6798,-31.2332,41.7012,,,,,,,,,,,,,,,,,,,,,,,,,5.8658,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.5138,,,,,4.9859,,,,,3.9105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-04T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,245.2,34.5,-4.0,24.1,,,,FAKE_ST022,14.164278,123.726921,376.8,400,inferred,385.0,1.69,0,68.0061,64.4053,68.4985,17.5245,16.6470,,,,,,,,,,,,,,,,,,,,,,,,,9.8548,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.2636,,,,,8.3766,,,,,6.5699,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-10T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,9.9,23.0,127.4,22.1,,,,FAKE_ST008,13.410376,123.747209,35.5,400,inferred,101.4,1.05,0,52.7119,51.0435,55.0510,32.8628,14.8751,,,,,,,,,,,,,,,,,,,,,,,,,13.3116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.5129,,,,,11.3149,,,,,8.8744,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-25T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,245.6,48.4,-132.4,25.8,,,,FAKE_ST035,13.705455,123.722566,96.8,550,inferred,324.3,1.06,0,40.9312,33.6804,46.4008,-19.2345,14.1709,,,,,,,,,,,,,,,,,,,,,,,,,17.9172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.8422,,,,,15.2296,,,,,11.9448,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT003,2000-01-15T00:00:00,,13.678020,123.344750,28.8,,,6.25,,,,108.8,51.2,44.5,23.3,,,,FAKE_ST004,13.227957,122.744696,227.9,760,inferred,22.8,3.00,0,81.9478,66.6188,81.8628,1.8900,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.9022,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.4281,,,,,6.7169,,,,,5.2681,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-21T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,117.0,36.6,56.2,24.8,,,,FAKE_ST010,14.171242,122.845075,282.0,400,inferred,267.6,0.97,0,96.5728,70.7329,94.7449,-39.0390,47.4996,,,,,,,,,,,,,,,,,,,,,,,,,9.6437,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.0651,,,,,8.1971,,,,,6.4291,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-22T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,50.4,21.5,-0.9,28.7,,,,FAKE_ST016,13.051502,123.049186,102.9,550,measured,364.6,1.51,0,67.5428,63.5381,73.4943,27.0205,17.7213,,,,,,,,,,,,,,,,,,,,,,,,,14.7327,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.8487,,,,,12.5228,,,,,9.8218,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-16T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,326.3,60.3,2.6,25.4,,,,FAKE_ST011,13.994598,123.910692,244.9,250,inferred,339.4,2.69,0,72.8491,66.5848,74.5282,38.5719,17.9806,,,,,,,,,,,,,,,,,,,,,,,,,13.4717,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.6634,,,,,11.4510,,,,,8.9811,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-25T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,328.5,76.8,143.9,26.6,,,,FAKE_ST012,13.467802,124.159674,253.6,450,inferred,104.5,1.06,0,77.9058,57.5243,76.7936,-8.7272,28.5011,,,,,,,,,,,,,,,,,,,,,,,,,12.4424,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.6959,,,,,10.5761,,,,,8.2950,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-28T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,42.4,23.2,48.4,27.0,,,,FAKE_ST029,13.228981,123.299101,498.6,760,inferred,255.8,1.68,0,36.2354,28.9664,47.6398,-3.9555,0.2115,,,,,,,,,,,,,,,,,,,,,,,,,30.6400,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,28.8016,,,,,26.0440,,,,,20.4267,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-28T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,54.3,79.5,-56.6,24.6,,,,FAKE_ST014,13.956858,123.566028,-24.8,550,measured,359.3,2.97,0,49.9815,40.7100,58.8257,-2.6223,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,21.0156,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.7547,,,,,17.8632,,,,,14.0104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-06T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,112.8,23.5,-17.3,29.2,,,,FAKE_ST001,12.937516,123.659140,101.3,450,inferred,313.9,1.94,0,69.3348,52.2859,75.5178,-26.2628,2.2770,,,,,,,,,,,,,,,,,,,,,,,,,14.2834,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.4264,,,,,12.1409,,,,,9.5223,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-14T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,145.2,77.9,-42.0,30.3,,,,FAKE_ST006,13.230661,123.517412,274.1,450,inferred,95.8,1.43,0,33.6314,31.4092,45.7604,-10.2875,3.4841,,,,,,,,,,,,,,,,,,,,,,,,,33.4251,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,31.4196,,,,,28.4113,,,,,22.2834,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-24T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,89.6,61.6,-56.0,29.7,,,,FAKE_ST024,13.216474,123.101611,468.6,250,inferred,165.7,1.97,0,50.2069,43.1433,58.3506,-23.7542,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,20.9046,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.6504,,,,,17.7689,,,,,13.9364,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-20T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,188.7,46.0,67.2,29.7,,,,FAKE_ST033,13.693672,124.194182,484.1,450,measured,398.5,1.73,0,83.5080,65.9263,88.0288,-5.3243,25.8443,,,,,,,,,,,,,,,,,,,,,,,,,11.4593,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.7718,,,,,9.7404,,,,,7.6395,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-24T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,354.6,32.7,-172.1,27.5,,,,FAKE_ST030,13.036364,123.464289,-24.1,550,inferred,66.8,2.28,0,54.2737,52.9419,62.9291,5.7035,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,19.0728,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,17.9284,,,,,16.2119,,,,,12.7152,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-02T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,238.3,59.2,-172.9,26.4,,,,FAKE_ST022,14.164278,123.726921,376.8,250,inferred,178.4,1.45,0,77.5843,60.2626,83.0758,23.4382,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,12.5036,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.7533,,,,,10.6280,,,,,8.3357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-14T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,238.2,59.7,-82.8,26.9,,,,FAKE_ST008,13.410376,123.747209,35.5,760,inferred,72.1,2.58,0,35.3917,26.9560,46.6139,18.7084,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,31.4944,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,29.6048,,,,,26.7703,,,,,20.9963,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-25T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,94.7,51.4,-107.4,26.3,,,,FAKE_ST009,13.404892,124.135820,1.0,350,measured,132.2,0.60,0,76.2441,71.3208,76.9347,18.8024,17.2541,,,,,,,,,,,,,,,,,,,,,,,,,12.7643,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.9985,,,,,10.8497,,,,,8.5096,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-03T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,326.5,70.1,60.8,29.6,,,,FAKE_ST028,13.776879,123.094112,443.8,500,inferred,54.2,1.78,0,46.9012,39.5940,55.2789,-6.9527,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,22.6475,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21.2887,,,,,19.2504,,,,,15.0983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-02T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,35.9,30.5,-165.8,28.8,,,,FAKE_ST004,13.227957,122.744696,227.9,350,inferred,324.6,1.28,0,82.2486,68.8442,85.2895,79.4469,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,11.6677,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.9676,,,,,9.9175,,,,,7.7784,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT004,2000-01-21T00:00:00,,13.523953,123.441471,32.5,,,7.07,,,,61.4,41.5,-22.4,26.8,,,,FAKE_ST013,13.827780,123.944107,423.9,350,measured,353.8,0.73,0,63.9569,61.8519,70.6710,-31.0505,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,15.7140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.7711,,,,,13.3569,,,,,10.4760,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-23T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,306.2,68.0,53.6,12.7,,,,FAKE_ST023,12.948150,123.043572,123.5,400,inferred,63.0,2.24,0,101.3292,83.0975,94.0354,18.7264,39.0113,,,,,,,,,,,,,,,,,,,,,,,,,8.9871,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.4479,,,,,7.6390,,,,,5.9914,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-15T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,65.3,42.8,-50.9,17.3,,,,FAKE_ST020,13.145104,123.793690,158.7,250,inferred,280.1,2.60,0,57.5840,56.0504,55.3321,12.8995,11.4166,,,,,,,,,,,,,,,,,,,,,,,,,17.5503,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.4972,,,,,14.9177,,,,,11.7002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-09T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,235.8,20.7,132.6,14.3,,,,FAKE_ST015,13.334082,123.041847,-6.1,450,inferred,302.6,2.31,0,74.1032,54.3830,76.0031,8.6646,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,13.0265,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.2449,,,,,11.0725,,,,,8.6843,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-24T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,89.5,40.7,63.5,15.1,,,,FAKE_ST033,13.693672,124.194182,484.1,550,inferred,338.8,1.90,0,59.1832,53.6479,59.3010,25.2924,6.0955,,,,,,,,,,,,,,,,,,,,,,,,,16.9921,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.9726,,,,,14.4433,,,,,11.3281,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-28T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,59.5,65.1,-64.6,15.5,,,,FAKE_ST001,12.937516,123.659140,101.3,250,measured,125.7,1.77,0,78.5027,58.6477,77.9920,60.7037,31.1114,,,,,,,,,,,,,,,,,,,,,,,,,12.1663,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.4364,,,,,10.3414,,,,,8.1109,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-03T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,308.4,46.8,-137.3,14.5,,,,FAKE_ST022,14.164278,123.726921,376.8,300,inferred,268.3,0.76,0,58.5244,42.3511,60.5434,9.7316,11.7707,,,,,,,,,,,,,,,,,,,,,,,,,17.2181,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.1850,,,,,14.6353,,,,,11.4787,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-20T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,229.5,73.4,22.4,13.5,,,,FAKE_ST007,12.909748,123.914146,393.2,300,measured,193.4,1.35,0,86.4865,60.5450,84.7204,-31.4514,19.2815,,,,,,,,,,,,,,,,,,,,,,,,,10.8465,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.1957,,,,,9.2195,,,,,7.2310,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-23T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,236.6,63.0,-139.0,12.9,,,,FAKE_ST013,13.827780,123.944107,423.9,250,inferred,104.3,1.35,0,37.9099,30.3124,41.9443,24.6841,8.3389,,,,,,,,,,,,,,,,,,,,,,,,,28.6778,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,26.9572,,,,,24.3762,,,,,19.1186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-23T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,267.3,44.6,-88.5,16.3,,,,FAKE_ST011,13.994598,123.910692,244.9,760,inferred,65.9,2.63,0,48.2072,34.4071,50.4340,-12.2334,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,21.6363,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.3382,,,,,18.3909,,,,,14.4242,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-02T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,333.6,70.2,32.0,12.8,,,,FAKE_ST009,13.404892,124.135820,1.0,550,inferred,191.2,2.15,0,58.9500,44.6354,60.9863,0.4068,19.4538,,,,,,,,,,,,,,,,,,,,,,,,,17.0715,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.0472,,,,,14.5108,,,,,11.3810,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-19T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,173.9,50.5,151.6,16.4,,,,FAKE_ST003,13.030408,124.038269,182.1,450,inferred,239.9,2.33,0,80.1351,73.7936,74.2511,26.4317,8.2513,,,,,,,,,,,,,,,,,,,,,,,,,11.8732,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.1608,,,,,10.0922,,,,,7.9155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-13T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,150.7,56.5,69.3,16.0,,,,FAKE_ST026,14.271821,123.293448,202.4,450,measured,171.2,1.36,0,79.7073,70.1555,77.0197,65.6823,12.1854,,,,,,,,,,,,,,,,,,,,,,,,,11.9488,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.2318,,,,,10.1564,,,,,7.9658,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-17T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,107.6,62.1,129.9,13.2,,,,FAKE_ST012,13.467802,124.159674,253.6,760,inferred,375.5,2.08,0,58.5689,43.4261,60.5089,23.6493,24.6286,,,,,,,,,,,,,,,,,,,,,,,,,17.2026,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.1705,,,,,14.6222,,,,,11.4684,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-23T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,234.0,77.5,1.4,13.3,,,,FAKE_ST021,13.860000,124.184285,256.3,550,inferred,142.5,0.79,0,62.6425,49.3106,63.1270,1.1238,16.9549,,,,,,,,,,,,,,,,,,,,,,,,,15.8899,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.9365,,,,,13.5064,,,,,10.5933,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-27T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,192.2,72.6,-27.9,17.4,,,,FAKE_ST017,13.447248,123.653527,153.6,400,inferred,60.5,1.45,0,21.8210,21.4458,28.0108,12.3329,5.9347,,,,,,,,,,,,,,,,,,,,,,,,,54.4021,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51.1380,,,,,46.2418,,,,,36.2681,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT005,2000-01-09T00:00:00,,13.643437,123.648867,19.4,,,6.92,,,,52.7,23.7,102.4,16.2,,,,FAKE_ST028,13.776879,123.094112,443.8,250,measured,225.6,1.40,0,61.7378,57.1109,59.5498,-15.9652,0.0389,,,,,,,,,,,,,,,,,,,,,,,,,16.1653,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.1953,,,,,13.7405,,,,,10.7768,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-21T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,202.1,34.3,102.4,14.8,,,,FAKE_ST012,13.467802,124.159674,253.6,500,measured,129.3,2.16,0,66.2888,59.8361,67.0496,22.7256,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,9.9092,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.3147,,,,,8.4228,,,,,6.6061,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-02T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,4.7,35.1,43.4,14.9,,,,FAKE_ST017,13.447248,123.653527,153.6,300,inferred,350.6,2.57,0,22.9218,21.4648,29.6729,12.0964,10.9127,,,,,,,,,,,,,,,,,,,,,,,,,34.2782,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,32.2215,,,,,29.1364,,,,,22.8521,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-22T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,26.8,77.7,84.6,18.9,,,,FAKE_ST003,13.030408,124.038269,182.1,400,inferred,35.4,1.20,0,84.2832,83.3802,85.0649,-4.9502,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.4565,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.0091,,,,,6.3380,,,,,4.9710,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-05T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,14.4,75.7,34.9,15.0,,,,FAKE_ST007,12.909748,123.914146,393.2,760,inferred,257.6,2.61,0,88.9967,84.8854,83.9011,-43.7448,11.2520,,,,,,,,,,,,,,,,,,,,,,,,,6.9903,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.5709,,,,,5.9418,,,,,4.6602,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-17T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,79.2,31.0,-155.5,16.6,,,,FAKE_ST020,13.145104,123.793690,158.7,760,inferred,178.1,1.84,0,59.7780,51.7109,62.2331,-23.3540,17.6571,,,,,,,,,,,,,,,,,,,,,,,,,11.1963,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.5245,,,,,9.5169,,,,,7.4642,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-07T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,342.1,57.1,-9.1,16.3,,,,FAKE_ST014,13.956858,123.566028,-24.8,350,inferred,305.8,2.12,0,35.5204,27.1378,38.3457,-0.0772,1.8669,,,,,,,,,,,,,,,,,,,,,,,,,20.6314,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.3935,,,,,17.5367,,,,,13.7542,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-02T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,245.7,39.3,149.7,14.0,,,,FAKE_ST035,13.705455,123.722566,96.8,350,inferred,166.6,1.85,0,17.9576,17.4431,26.5494,7.5521,4.2163,,,,,,,,,,,,,,,,,,,,,,,,,45.3138,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42.5949,,,,,38.5167,,,,,30.2092,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-15T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,175.2,37.8,54.6,17.7,,,,FAKE_ST024,13.216474,123.101611,468.6,760,measured,51.3,0.74,0,69.1195,65.4308,71.7807,4.3156,25.0193,,,,,,,,,,,,,,,,,,,,,,,,,9.4311,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.8653,,,,,8.0165,,,,,6.2874,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-27T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,37.4,52.3,73.0,13.8,,,,FAKE_ST026,14.271821,123.293448,202.4,250,measured,314.6,2.12,0,76.6669,68.1457,73.3711,-13.8182,21.4501,,,,,,,,,,,,,,,,,,,,,,,,,8.3423,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.8418,,,,,7.0910,,,,,5.5616,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-06T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,285.9,53.5,27.0,18.3,,,,FAKE_ST011,13.994598,123.910692,244.9,350,inferred,118.3,1.47,0,53.9997,49.4130,52.4894,-23.9311,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,12.6223,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.8650,,,,,10.7289,,,,,8.4149,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-24T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,222.6,65.4,30.8,15.4,,,,FAKE_ST030,13.036364,123.464289,-24.1,300,inferred,47.6,2.82,0,67.8441,55.4185,66.3389,-21.8825,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,9.6412,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.0627,,,,,8.1950,,,,,6.4275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-15T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,137.3,69.3,-168.9,18.7,,,,FAKE_ST031,13.841169,122.864474,385.6,350,inferred,103.5,2.37,0,79.6883,62.9860,80.8102,-29.5040,26.7507,,,,,,,,,,,,,,,,,,,,,,,,,7.9689,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.4908,,,,,6.7736,,,,,5.3126,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-21T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,134.3,77.0,19.3,16.3,,,,FAKE_ST034,12.917222,123.991170,346.4,760,inferred,66.8,0.51,0,92.0527,88.9315,87.9208,87.2704,37.4652,,,,,,,,,,,,,,,,,,,,,,,,,6.7158,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.3128,,,,,5.7084,,,,,4.4772,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-14T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,326.0,71.1,-128.7,18.5,,,,FAKE_ST004,13.227957,122.744696,227.9,300,measured,254.4,1.13,0,100.3769,92.7974,95.5401,85.8543,4.0850,,,,,,,,,,,,,,,,,,,,,,,,,6.0596,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.6960,,,,,5.1507,,,,,4.0397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-18T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,166.1,53.0,-75.4,19.2,,,,FAKE_ST013,13.827780,123.944107,423.9,350,inferred,57.3,2.31,0,45.4426,39.5436,48.6690,-19.0140,14.8020,,,,,,,,,,,,,,,,,,,,,,,,,15.4622,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.5344,,,,,13.1428,,,,,10.3081,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT006,2000-01-03T00:00:00,,13.637464,123.571807,21.6,,,6.13,,,,324.0,39.1,-17.8,15.9,,,,FAKE_ST019,13.813697,123.672053,44.1,500,inferred,136.2,1.96,0,22.3889,20.1811,29.1249,-3.3181,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,35.2175,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33.1044,,,,,29.9349,,,,,23.4783,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-23T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,266.3,46.2,122.4,20.9,,,,FAKE_ST013,13.827780,123.944107,423.9,400,inferred,298.5,2.69,0,83.5857,62.7388,86.5273,-2.5224,29.2518,,,,,,,,,,,,,,,,,,,,,,,,,9.5316,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.9597,,,,,8.1018,,,,,6.3544,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-20T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,29.5,36.8,117.5,16.4,,,,FAKE_ST024,13.216474,123.101611,468.6,500,inferred,94.6,2.33,0,31.7632,25.1451,37.1012,10.4027,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,29.7479,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,27.9630,,,,,25.2857,,,,,19.8319,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-19T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,145.8,55.4,146.3,18.4,,,,FAKE_ST028,13.776879,123.094112,443.8,350,measured,226.5,3.00,0,59.4567,56.7738,63.3234,26.6033,21.9306,,,,,,,,,,,,,,,,,,,,,,,,,14.2622,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.4065,,,,,12.1229,,,,,9.5081,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-10T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,48.2,50.1,-147.4,19.5,,,,FAKE_ST005,13.198256,122.739804,307.4,500,inferred,24.0,1.10,0,70.1300,53.7891,69.3381,46.1608,21.9688,,,,,,,,,,,,,,,,,,,,,,,,,11.7343,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.0302,,,,,9.9742,,,,,7.8229,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-05T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,264.9,49.0,-50.8,20.4,,,,FAKE_ST031,13.841169,122.864474,385.6,450,inferred,205.3,0.66,0,80.2782,60.5092,79.0739,74.1022,20.9999,,,,,,,,,,,,,,,,,,,,,,,,,9.9989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.3989,,,,,8.4990,,,,,6.6659,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-16T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,330.4,72.9,-165.6,17.8,,,,FAKE_ST022,14.164278,123.726921,376.8,400,inferred,59.2,2.92,0,101.4727,77.3254,94.2337,87.4277,5.3655,,,,,,,,,,,,,,,,,,,,,,,,,7.5717,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.1174,,,,,6.4359,,,,,5.0478,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-19T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,235.2,70.1,6.0,19.5,,,,FAKE_ST011,13.994598,123.910692,244.9,760,inferred,364.8,1.79,0,94.8774,82.6428,93.6769,6.1660,6.1635,,,,,,,,,,,,,,,,,,,,,,,,,8.2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.7088,,,,,6.9708,,,,,5.4673,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-05T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,158.4,33.8,5.2,20.0,,,,FAKE_ST020,13.145104,123.793690,158.7,400,inferred,77.1,0.89,0,49.1160,41.4850,51.7454,19.9566,7.4306,,,,,,,,,,,,,,,,,,,,,,,,,17.8628,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.7910,,,,,15.1834,,,,,11.9085,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-16T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,75.9,29.7,120.0,21.6,,,,FAKE_ST029,13.228981,123.299101,498.6,350,inferred,36.4,1.93,0,12.9135,10.3188,25.4273,-4.2614,3.5210,,,,,,,,,,,,,,,,,,,,,,,,,83.1375,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,78.1492,,,,,70.6668,,,,,55.4250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-09T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,332.1,51.0,-34.0,15.9,,,,FAKE_ST030,13.036364,123.464289,-24.1,450,inferred,262.3,2.70,0,32.7157,23.2857,38.9135,11.7255,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,28.7423,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,27.0177,,,,,24.4309,,,,,19.1615,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-08T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,298.9,56.1,106.1,16.8,,,,FAKE_ST004,13.227957,122.744696,227.9,760,measured,89.1,2.15,0,69.0518,60.9008,67.2928,14.3020,9.4717,,,,,,,,,,,,,,,,,,,,,,,,,11.9514,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.2343,,,,,10.1587,,,,,7.9676,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-08T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,136.2,27.9,-174.0,18.6,,,,FAKE_ST034,12.917222,123.991170,346.4,760,inferred,365.5,2.21,0,80.1321,64.3302,81.2645,14.4402,17.1016,,,,,,,,,,,,,,,,,,,,,,,,,10.0205,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.4193,,,,,8.5174,,,,,6.6803,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-18T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,181.2,27.1,-6.4,20.9,,,,FAKE_ST010,14.171242,122.845075,282.0,450,measured,249.3,2.57,0,110.8851,107.6120,104.0665,44.3231,45.9538,,,,,,,,,,,,,,,,,,,,,,,,,6.8139,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.4050,,,,,5.7918,,,,,4.5426,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-26T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,173.6,66.1,-53.8,16.9,,,,FAKE_ST017,13.447248,123.653527,153.6,300,inferred,365.0,2.59,0,33.2930,23.7390,38.3055,9.8123,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,28.1627,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,26.4729,,,,,23.9383,,,,,18.7751,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-10T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,215.4,52.6,-87.2,21.7,,,,FAKE_ST023,12.948150,123.043572,123.5,350,inferred,302.6,0.52,0,54.6362,46.0661,54.4046,-8.2627,21.9276,,,,,,,,,,,,,,,,,,,,,,,,,15.7576,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.8122,,,,,13.3940,,,,,10.5051,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-04T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,55.7,59.1,-88.7,16.6,,,,FAKE_ST014,13.956858,123.566028,-24.8,350,measured,181.0,1.41,0,73.9713,56.3385,72.8268,52.2556,6.3757,,,,,,,,,,,,,,,,,,,,,,,,,11.0166,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.3556,,,,,9.3641,,,,,7.3444,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT007,2000-01-12T00:00:00,,13.317755,123.376032,23.7,,,6.62,,,,201.3,49.0,175.9,18.3,,,,FAKE_ST027,13.269941,123.097320,258.8,760,inferred,314.2,1.50,0,30.6258,25.2347,37.7888,20.6933,4.2180,,,,,,,,,,,,,,,,,,,,,,,,,31.0363,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,29.1741,,,,,26.3809,,,,,20.6909,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-07T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,183.0,67.2,108.3,11.9,,,,FAKE_ST012,13.467802,124.159674,253.6,450,measured,280.1,0.63,0,75.7652,63.1865,75.8090,41.5926,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,10.5083,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.8778,,,,,8.9321,,,,,7.0055,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-03T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,23.1,33.3,-151.2,15.3,,,,FAKE_ST020,13.145104,123.793690,158.7,300,measured,166.0,2.96,0,47.1080,44.6102,49.2860,9.7750,10.3719,,,,,,,,,,,,,,,,,,,,,,,,,18.4106,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,17.3060,,,,,15.6490,,,,,12.2738,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-07T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,306.2,75.8,6.5,14.4,,,,FAKE_ST026,14.271821,123.293448,202.4,760,measured,317.9,1.78,0,96.6191,91.4083,97.6663,44.4870,10.3653,,,,,,,,,,,,,,,,,,,,,,,,,7.8757,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.4031,,,,,6.6943,,,,,5.2504,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-03T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,358.9,66.8,-52.9,13.2,,,,FAKE_ST001,12.937516,123.659140,101.3,550,inferred,242.7,1.79,0,57.6018,46.5378,58.2519,27.7945,27.8189,,,,,,,,,,,,,,,,,,,,,,,,,14.5290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.6573,,,,,12.3497,,,,,9.6860,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-12T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,346.8,36.6,38.3,14.4,,,,FAKE_ST010,14.171242,122.845075,282.0,350,measured,373.3,1.94,0,106.9277,98.1427,103.4772,36.2133,22.2466,,,,,,,,,,,,,,,,,,,,,,,,,6.9818,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.5629,,,,,5.9346,,,,,4.6546,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-04T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,289.1,77.4,135.4,10.7,,,,FAKE_ST031,13.841169,122.864474,385.6,760,inferred,238.5,2.24,0,79.7886,58.4005,76.8516,-31.2310,0.4768,,,,,,,,,,,,,,,,,,,,,,,,,9.8835,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.2905,,,,,8.4009,,,,,6.5890,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-15T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,322.7,71.7,-6.5,14.0,,,,FAKE_ST007,12.909748,123.914146,393.2,300,inferred,165.4,2.47,0,74.8657,69.4186,75.1254,70.5128,9.0733,,,,,,,,,,,,,,,,,,,,,,,,,10.6580,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.0185,,,,,9.0593,,,,,7.1053,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-23T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,299.6,34.9,-146.5,11.5,,,,FAKE_ST014,13.956858,123.566028,-24.8,550,inferred,332.0,0.69,0,60.9553,50.2106,62.1628,1.8070,10.6645,,,,,,,,,,,,,,,,,,,,,,,,,13.5905,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.7751,,,,,11.5519,,,,,9.0603,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-24T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,245.9,74.6,-0.4,14.3,,,,FAKE_ST033,13.693672,124.194182,484.1,450,inferred,299.5,2.68,0,84.9697,65.0502,80.8093,30.6374,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,9.1731,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.6227,,,,,7.7971,,,,,6.1154,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-04T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,43.2,24.7,164.1,12.6,,,,FAKE_ST019,13.813697,123.672053,44.1,550,inferred,22.5,2.64,0,49.5359,38.3858,48.3619,21.1962,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,17.3544,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.3131,,,,,14.7512,,,,,11.5696,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-19T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,312.8,49.4,174.4,10.0,,,,FAKE_ST034,12.917222,123.991170,346.4,250,inferred,126.5,1.06,0,79.9965,63.5672,76.7483,67.7715,33.3338,,,,,,,,,,,,,,,,,,,,,,,,,9.8530,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.2619,,,,,8.3751,,,,,6.5687,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-12T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,141.7,61.2,-117.1,9.7,,,,FAKE_ST021,13.860000,124.184285,256.3,450,measured,285.3,1.65,0,92.3143,76.3395,89.5104,83.9581,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.3137,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.8148,,,,,7.0666,,,,,5.5424,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-28T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,93.5,52.9,-94.6,12.7,,,,FAKE_ST011,13.994598,123.910692,244.9,250,measured,253.0,1.41,0,80.4197,65.4478,79.6290,-28.0567,4.2720,,,,,,,,,,,,,,,,,,,,,,,,,9.7916,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.2041,,,,,8.3229,,,,,6.5277,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-09T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,162.3,54.3,172.5,11.4,,,,FAKE_ST015,13.334082,123.041847,-6.1,500,inferred,329.4,2.30,0,46.2951,42.1385,45.6000,2.7066,18.4268,,,,,,,,,,,,,,,,,,,,,,,,,18.7910,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,17.6635,,,,,15.9724,,,,,12.5273,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-16T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,290.0,30.6,-0.1,9.6,,,,FAKE_ST022,14.164278,123.726921,376.8,550,inferred,342.8,1.79,0,87.7844,66.6125,88.2344,61.4540,27.8259,,,,,,,,,,,,,,,,,,,,,,,,,8.8252,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.2957,,,,,7.5014,,,,,5.8835,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT008,2000-01-23T00:00:00,,13.418262,123.460960,17.5,,,6.52,,,,58.8,32.9,-88.5,10.5,,,,FAKE_ST024,13.216474,123.101611,468.6,400,inferred,56.6,2.36,0,44.8928,38.9957,44.8259,15.7911,3.5412,,,,,,,,,,,,,,,,,,,,,,,,,19.4821,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18.3132,,,,,16.5598,,,,,12.9881,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-14T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,43.6,72.0,166.7,27.7,,,,FAKE_ST011,13.994598,123.910692,244.9,760,inferred,238.8,2.12,0,65.7441,57.0164,67.9866,47.0086,2.6888,,,,,,,,,,,,,,,,,,,,,,,,,15.2271,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.3135,,,,,12.9430,,,,,10.1514,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-03T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,137.2,37.2,47.4,28.0,,,,FAKE_ST006,13.230661,123.517412,274.1,450,inferred,83.7,2.52,0,30.9781,27.9409,40.9161,7.1634,9.7757,,,,,,,,,,,,,,,,,,,,,,,,,36.8205,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,34.6112,,,,,31.2974,,,,,24.5470,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-06T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,123.7,38.8,55.1,24.6,,,,FAKE_ST019,13.813697,123.672053,44.1,400,inferred,250.0,1.49,0,36.1010,31.4617,45.7514,27.9188,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,30.8070,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,28.9585,,,,,26.1859,,,,,20.5380,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-28T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,8.3,63.7,58.3,23.2,,,,FAKE_ST022,14.164278,123.726921,376.8,500,inferred,286.3,0.70,0,75.2921,64.4712,79.3250,13.2087,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,12.9699,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.1917,,,,,11.0244,,,,,8.6466,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-01T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,277.5,51.4,178.6,28.3,,,,FAKE_ST003,13.030408,124.038269,182.1,450,inferred,254.9,0.71,0,73.1048,52.5724,72.2389,59.8024,13.4442,,,,,,,,,,,,,,,,,,,,,,,,,13.4306,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.6248,,,,,11.4160,,,,,8.9538,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-17T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,301.9,21.7,58.9,23.7,,,,FAKE_ST027,13.269941,123.097320,258.8,300,inferred,143.6,1.69,0,57.4219,52.9015,60.1717,9.4597,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,17.8658,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.7938,,,,,15.1859,,,,,11.9105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-15T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,227.2,58.2,23.0,25.7,,,,FAKE_ST025,13.372017,124.014551,310.5,760,inferred,263.0,1.27,0,50.2578,49.4811,53.8824,15.5262,10.7341,,,,,,,,,,,,,,,,,,,,,,,,,20.9026,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.6485,,,,,17.7672,,,,,13.9351,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-09T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,56.1,20.6,8.4,24.3,,,,FAKE_ST008,13.410376,123.747209,35.5,400,inferred,71.8,1.22,0,21.8100,20.5322,36.0610,3.5505,1.2224,,,,,,,,,,,,,,,,,,,,,,,,,55.2282,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51.9145,,,,,46.9440,,,,,36.8188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-10T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,214.9,67.8,17.4,27.7,,,,FAKE_ST032,12.995292,123.333240,159.9,250,inferred,355.2,1.59,0,62.1584,52.4070,69.0358,-30.2277,6.2969,,,,,,,,,,,,,,,,,,,,,,,,,16.2703,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.2941,,,,,13.8297,,,,,10.8469,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-03T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,152.0,34.4,95.2,23.4,,,,FAKE_ST010,14.171242,122.845075,282.0,550,inferred,326.9,2.21,0,107.8290,96.3773,108.9648,80.0782,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.4687,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.9606,,,,,7.1984,,,,,5.6458,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-21T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,163.9,47.2,72.2,25.9,,,,FAKE_ST028,13.776879,123.094112,443.8,760,inferred,141.8,0.88,0,59.7051,57.0807,63.2695,-13.5166,0.1622,,,,,,,,,,,,,,,,,,,,,,,,,17.0625,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.0387,,,,,14.5031,,,,,11.3750,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-01T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,83.8,29.0,-2.3,26.8,,,,FAKE_ST007,12.909748,123.914146,393.2,250,inferred,138.4,2.50,0,75.8886,59.5448,81.7021,-23.7107,8.1119,,,,,,,,,,,,,,,,,,,,,,,,,12.8492,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.0783,,,,,10.9219,,,,,8.5662,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-05T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,20.2,66.5,-154.3,26.1,,,,FAKE_ST005,13.198256,122.739804,307.4,400,inferred,93.0,2.60,0,96.0811,68.1716,97.8614,-36.4787,31.2647,,,,,,,,,,,,,,,,,,,,,,,,,9.7129,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.1302,,,,,8.2560,,,,,6.4753,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-15T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,89.0,79.7,-108.3,24.5,,,,FAKE_ST001,12.937516,123.659140,101.3,300,measured,55.7,2.17,0,63.7724,59.3366,64.6320,-8.0708,21.6735,,,,,,,,,,,,,,,,,,,,,,,,,15.7850,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.8379,,,,,13.4172,,,,,10.5233,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-24T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,15.2,76.2,7.5,27.4,,,,FAKE_ST002,14.004707,123.034816,322.2,550,inferred,262.6,1.00,0,80.2392,79.3055,80.7223,72.5621,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,12.0280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.3063,,,,,10.2238,,,,,8.0187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-26T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,99.4,27.2,104.1,28.8,,,,FAKE_ST029,13.228981,123.299101,498.6,250,inferred,36.0,2.46,0,42.4128,32.6913,52.3202,6.4146,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,25.5136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,23.9828,,,,,21.6865,,,,,17.0091,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT009,2000-01-20T00:00:00,,13.504470,123.570251,30.9,,,7.06,,,,121.8,78.2,93.4,28.5,,,,FAKE_ST016,13.051502,123.049186,102.9,500,inferred,155.1,0.88,0,75.6096,54.9564,76.5366,-19.9195,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,12.9054,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.1311,,,,,10.9696,,,,,8.6036,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-12T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,290.0,46.3,-110.5,18.0,,,,FAKE_ST013,13.827780,123.944107,423.9,350,inferred,156.1,0.84,0,49.6367,39.4623,52.3555,16.7537,12.4713,,,,,,,,,,,,,,,,,,,,,,,,,21.1467,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.8779,,,,,17.9747,,,,,14.0978,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-19T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,67.2,40.9,83.7,20.5,,,,FAKE_ST025,13.372017,124.014551,310.5,250,inferred,335.9,2.79,0,57.1676,49.6047,60.2229,17.9564,8.1786,,,,,,,,,,,,,,,,,,,,,,,,,17.9055,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.8311,,,,,15.2196,,,,,11.9370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-15T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,0.3,58.3,-43.5,21.0,,,,FAKE_ST032,12.995292,123.333240,159.9,450,measured,27.1,2.64,0,71.7998,59.9396,72.1881,52.3513,12.8611,,,,,,,,,,,,,,,,,,,,,,,,,13.6787,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.8580,,,,,11.6269,,,,,9.1192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-17T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,246.0,65.9,-124.5,20.4,,,,FAKE_ST026,14.271821,123.293448,202.4,550,inferred,175.7,1.31,0,78.6923,70.6253,80.0062,24.2714,5.6063,,,,,,,,,,,,,,,,,,,,,,,,,12.2717,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.5354,,,,,10.4309,,,,,8.1811,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-04T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,174.7,25.9,25.6,17.1,,,,FAKE_ST008,13.410376,123.747209,35.5,350,measured,270.0,1.81,0,30.9877,30.4094,35.5070,-7.1904,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,36.6964,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,34.4946,,,,,31.1919,,,,,24.4643,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-07T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,236.1,75.7,119.5,19.3,,,,FAKE_ST005,13.198256,122.739804,307.4,760,measured,262.8,1.40,0,98.2141,86.6039,94.7217,-38.6658,44.3091,,,,,,,,,,,,,,,,,,,,,,,,,9.4344,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.8683,,,,,8.0192,,,,,6.2896,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-24T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,25.3,38.2,160.1,16.3,,,,FAKE_ST021,13.860000,124.184285,256.3,300,inferred,56.9,2.31,0,74.5960,53.5219,76.7820,31.7331,12.7048,,,,,,,,,,,,,,,,,,,,,,,,,13.0739,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.2894,,,,,11.1128,,,,,8.7159,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-18T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,269.7,44.9,-142.0,18.3,,,,FAKE_ST023,12.948150,123.043572,123.5,300,inferred,156.0,1.65,0,91.1733,81.7881,86.6974,32.3703,42.2362,,,,,,,,,,,,,,,,,,,,,,,,,10.3057,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.6873,,,,,8.7598,,,,,6.8705,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-06T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,192.2,56.0,156.1,16.7,,,,FAKE_ST001,12.937516,123.659140,101.3,300,measured,229.0,2.99,0,75.5132,56.9460,72.6637,7.7277,2.7380,,,,,,,,,,,,,,,,,,,,,,,,,12.8860,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.1129,,,,,10.9531,,,,,8.5907,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-19T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,196.4,42.5,18.1,17.6,,,,FAKE_ST034,12.917222,123.991170,346.4,400,inferred,156.8,1.63,0,90.7001,75.2064,91.6363,53.4044,20.4882,,,,,,,,,,,,,,,,,,,,,,,,,10.3695,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.7474,,,,,8.8141,,,,,6.9130,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-10T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,2.4,79.1,-102.7,20.2,,,,FAKE_ST033,13.693672,124.194182,484.1,300,measured,313.2,2.86,0,70.8522,70.4899,72.7931,27.8906,11.5012,,,,,,,,,,,,,,,,,,,,,,,,,13.8955,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.0618,,,,,11.8112,,,,,9.2637,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-19T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,89.9,35.4,-71.9,18.7,,,,FAKE_ST004,13.227957,122.744696,227.9,760,inferred,236.2,1.04,0,96.2480,80.6665,90.2348,-25.5865,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,9.6638,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.0839,,,,,8.2142,,,,,6.4425,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-19T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,295.0,25.7,51.2,21.9,,,,FAKE_ST014,13.956858,123.566028,-24.8,350,inferred,327.2,1.45,0,38.9278,29.2687,44.8402,28.7505,11.0055,,,,,,,,,,,,,,,,,,,,,,,,,28.1237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,26.4362,,,,,23.9051,,,,,18.7491,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-28T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,277.3,64.9,125.8,16.5,,,,FAKE_ST031,13.841169,122.864474,385.6,250,inferred,260.9,2.08,0,77.9212,73.6466,76.2468,9.7232,31.7515,,,,,,,,,,,,,,,,,,,,,,,,,12.4157,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.6707,,,,,10.5533,,,,,8.2771,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-23T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,79.5,23.0,83.4,19.8,,,,FAKE_ST006,13.230661,123.517412,274.1,250,inferred,189.3,1.99,0,41.9934,33.4181,46.1186,14.5872,1.2087,,,,,,,,,,,,,,,,,,,,,,,,,25.7348,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24.1907,,,,,21.8746,,,,,17.1565,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-16T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,205.7,23.0,-36.3,21.6,,,,FAKE_ST017,13.447248,123.653527,153.6,350,inferred,210.7,2.43,0,21.3545,19.9859,30.3765,-5.9362,0.7542,,,,,,,,,,,,,,,,,,,,,,,,,56.4110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,53.0263,,,,,47.9493,,,,,37.6073,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_INT010,2000-01-18T00:00:00,,13.607396,123.544510,24.1,,,6.99,,,,221.8,64.1,-91.4,21.7,,,,FAKE_ST015,13.334082,123.041847,-6.1,450,inferred,315.2,1.31,0,62.2749,47.2936,63.3122,5.7902,12.4507,,,,,,,,,,,,,,,,,,,,,,,,,16.1854,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.2143,,,,,13.7576,,,,,10.7903,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-20T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,235.9,66.2,-119.1,52.9,,,,FAKE_ST034,12.917222,123.991170,346.4,350,measured,332.2,2.51,0,95.8242,79.2525,107.8193,2.1524,2.3493,,,,,,,,,,,,,,,,,,,,,,,,,6.6492,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2502,,,,,5.6518,,,,,4.4328,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-25T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,262.3,25.1,86.2,53.5,,,,FAKE_ST021,13.860000,124.184285,256.3,450,inferred,256.0,0.87,0,63.4845,60.0216,77.1497,-12.7269,3.9154,,,,,,,,,,,,,,,,,,,,,,,,,10.8293,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.1796,,,,,9.2049,,,,,7.2196,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-11T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,75.2,52.3,-106.6,51.8,,,,FAKE_ST029,13.228981,123.299101,498.6,760,measured,118.3,1.71,0,62.8033,59.1157,79.2222,-2.6580,8.1539,,,,,,,,,,,,,,,,,,,,,,,,,10.9683,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.3102,,,,,9.3230,,,,,7.3122,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-02T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,102.2,67.4,42.5,54.6,,,,FAKE_ST028,13.776879,123.094112,443.8,450,measured,268.8,0.52,0,57.4574,55.8378,75.8669,16.6740,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,12.1826,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.4517,,,,,10.3553,,,,,8.1218,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-10T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,312.3,59.0,-96.8,52.7,,,,FAKE_ST027,13.269941,123.097320,258.8,300,inferred,391.1,0.75,0,74.0176,72.0828,90.2536,2.9850,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,9.0314,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.4895,,,,,7.6767,,,,,6.0209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-15T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,201.8,62.7,-165.7,49.4,,,,FAKE_ST030,13.036364,123.464289,-24.1,400,inferred,135.9,1.72,0,75.6585,65.0261,93.4453,-16.6732,11.3832,,,,,,,,,,,,,,,,,,,,,,,,,8.7999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.2719,,,,,7.4799,,,,,5.8666,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-17T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,99.3,23.7,-87.2,52.6,,,,FAKE_ST018,13.300467,123.014261,465.2,450,measured,400.0,2.98,0,79.1278,63.7433,91.1319,34.6458,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.3447,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.8440,,,,,7.0930,,,,,5.5631,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-13T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,187.5,60.7,134.2,50.8,,,,FAKE_ST015,13.334082,123.041847,-6.1,760,inferred,178.6,1.93,0,74.5715,72.2712,85.8805,36.1968,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.9520,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.4149,,,,,7.6092,,,,,5.9680,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-05T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,209.2,61.0,-107.2,54.1,,,,FAKE_ST006,13.230661,123.517412,274.1,300,inferred,281.6,2.75,0,53.3213,42.5923,77.3237,16.7083,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,13.3041,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.5058,,,,,11.3085,,,,,8.8694,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-06T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,114.3,53.4,161.5,54.3,,,,FAKE_ST024,13.216474,123.101611,468.6,450,inferred,140.7,2.70,0,77.6569,77.0926,96.2694,-21.9203,35.1880,,,,,,,,,,,,,,,,,,,,,,,,,8.5323,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.0203,,,,,7.2524,,,,,5.6882,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-27T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,321.9,76.0,-81.4,50.3,,,,FAKE_ST016,13.051502,123.049186,102.9,250,inferred,60.6,0.96,0,94.9149,78.2300,109.3710,11.0934,10.4504,,,,,,,,,,,,,,,,,,,,,,,,,6.7249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.3214,,,,,5.7162,,,,,4.4833,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-25T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,171.6,50.1,37.7,50.7,,,,FAKE_ST032,12.995292,123.333240,159.9,760,inferred,162.1,2.63,0,84.2486,64.8102,97.5957,-38.8279,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.7468,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.2820,,,,,6.5848,,,,,5.1646,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-01T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,333.2,77.0,-99.9,50.9,,,,FAKE_ST009,13.404892,124.135820,1.0,500,inferred,97.1,1.01,0,64.6724,49.0202,78.7510,-29.2096,21.6767,,,,,,,,,,,,,,,,,,,,,,,,,10.5947,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.9590,,,,,9.0055,,,,,7.0631,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-08T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,153.9,66.6,38.9,50.0,,,,FAKE_ST008,13.410376,123.747209,35.5,450,inferred,293.7,1.49,0,34.9811,29.6284,65.9615,-0.4427,4.2076,,,,,,,,,,,,,,,,,,,,,,,,,21.8102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.5016,,,,,18.5386,,,,,14.5401,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-17T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,193.6,79.0,-165.9,52.6,,,,FAKE_ST035,13.705455,123.722566,96.8,250,measured,310.8,2.91,0,11.0894,10.5138,54.8534,-4.8391,5.5124,,,,,,,,,,,,,,,,,,,,,,,,,80.7356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75.8915,,,,,68.6253,,,,,53.8237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB001,2000-01-06T00:00:00,,13.699679,123.620087,57.0,,,6.56,,,,152.1,56.8,-160.4,51.9,,,,FAKE_ST023,12.948150,123.043572,123.5,550,inferred,74.1,2.57,0,104.2809,100.6644,112.1668,68.8792,0.0146,,,,,,,,,,,,,,,,,,,,,,,,,6.0135,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.6527,,,,,5.1115,,,,,4.0090,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-23T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,196.7,43.6,-63.6,50.4,,,,FAKE_ST019,13.813697,123.672053,44.1,500,measured,192.4,2.74,0,25.3033,18.5714,56.6938,16.9050,11.5507,,,,,,,,,,,,,,,,,,,,,,,,,29.6530,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,27.8738,,,,,25.2051,,,,,19.7687,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-06T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,258.6,27.4,-138.9,47.8,,,,FAKE_ST016,13.051502,123.049186,102.9,550,inferred,157.9,1.81,0,125.2175,99.8262,123.4370,59.2109,37.3184,,,,,,,,,,,,,,,,,,,,,,,,,4.5158,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.2449,,,,,3.8385,,,,,3.0106,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-19T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,313.7,71.8,-121.6,49.7,,,,FAKE_ST018,13.300467,123.014261,465.2,300,inferred,312.3,0.63,0,111.7595,90.9925,115.8185,72.9108,49.0151,,,,,,,,,,,,,,,,,,,,,,,,,5.1701,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.8599,,,,,4.3946,,,,,3.4467,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-05T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,345.8,20.2,95.5,50.5,,,,FAKE_ST022,14.164278,123.726921,376.8,760,inferred,209.1,1.75,0,44.0407,43.5250,66.7031,-2.9432,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,15.5509,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.6178,,,,,13.2182,,,,,10.3673,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-03T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,216.4,20.4,137.6,48.9,,,,FAKE_ST011,13.994598,123.910692,244.9,250,inferred,258.9,2.55,0,20.6963,18.1436,52.1614,4.4201,1.8028,,,,,,,,,,,,,,,,,,,,,,,,,37.3610,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35.1194,,,,,31.7569,,,,,24.9073,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-02T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,240.1,70.3,-72.6,45.0,,,,FAKE_ST029,13.228981,123.299101,498.6,550,measured,38.6,1.54,0,91.9922,65.9142,97.3007,2.1646,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.5155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.1245,,,,,5.5381,,,,,4.3436,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-26T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,202.4,78.0,89.8,48.4,,,,FAKE_ST033,13.693672,124.194182,484.1,450,inferred,33.6,2.42,0,33.6113,29.6898,60.3219,18.0584,7.2761,,,,,,,,,,,,,,,,,,,,,,,,,21.3314,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.0515,,,,,18.1317,,,,,14.2209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-03T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,105.4,28.1,70.1,48.9,,,,FAKE_ST003,13.030408,124.038269,182.1,400,inferred,220.3,1.81,0,87.6911,82.9627,101.1760,55.9174,34.2273,,,,,,,,,,,,,,,,,,,,,,,,,6.8964,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.4827,,,,,5.8620,,,,,4.5976,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-16T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,260.7,56.3,103.7,46.3,,,,FAKE_ST005,13.198256,122.739804,307.4,550,measured,182.3,2.62,0,143.2208,131.6082,138.9642,63.5138,70.3260,,,,,,,,,,,,,,,,,,,,,,,,,3.8481,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.6172,,,,,3.2709,,,,,2.5654,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-16T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,177.3,30.8,39.4,46.3,,,,FAKE_ST027,13.269941,123.097320,258.8,760,inferred,392.1,0.50,0,105.9962,93.7311,117.4386,25.9262,32.9043,,,,,,,,,,,,,,,,,,,,,,,,,5.5060,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.1757,,,,,4.6801,,,,,3.6707,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-14T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,149.1,40.0,21.7,46.7,,,,FAKE_ST008,13.410376,123.747209,35.5,250,inferred,24.3,1.00,0,47.4940,34.9260,68.1684,36.6704,17.0834,,,,,,,,,,,,,,,,,,,,,,,,,14.2316,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.3777,,,,,12.0969,,,,,9.4878,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-01T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,41.0,40.0,-37.4,47.1,,,,FAKE_ST013,13.827780,123.944107,423.9,760,inferred,384.8,2.58,0,4.6075,3.6507,51.6302,1.1981,0.1232,,,,,,,,,,,,,,,,,,,,,,,,,189.4781,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,178.1094,,,,,161.0564,,,,,126.3187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-02T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,232.4,48.9,45.8,45.2,,,,FAKE_ST023,12.948150,123.043572,123.5,550,inferred,224.0,1.34,0,133.6521,130.5359,141.2201,29.2247,17.6622,,,,,,,,,,,,,,,,,,,,,,,,,4.1785,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.9278,,,,,3.5518,,,,,2.7857,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-18T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,6.7,54.6,-60.6,45.0,,,,FAKE_ST026,14.271821,123.293448,202.4,300,measured,322.4,0.67,0,83.8145,66.1970,97.2870,49.2365,1.7477,,,,,,,,,,,,,,,,,,,,,,,,,7.2764,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.8398,,,,,6.1849,,,,,4.8509,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB002,2000-01-06T00:00:00,,13.808520,123.906325,52.5,,,6.37,,,,205.6,43.4,34.3,45.3,,,,FAKE_ST007,12.909748,123.914146,393.2,450,inferred,305.6,2.26,0,99.9424,80.1284,111.1107,6.2825,17.3891,,,,,,,,,,,,,,,,,,,,,,,,,5.9046,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.5503,,,,,5.0189,,,,,3.9364,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-27T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,342.3,33.0,-71.2,48.2,,,,FAKE_ST027,13.269941,123.097320,258.8,400,measured,318.3,2.44,0,79.1806,57.4882,87.2483,64.5776,4.7594,,,,,,,,,,,,,,,,,,,,,,,,,8.4238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.9184,,,,,7.1602,,,,,5.6159,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-11T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,332.5,63.9,8.5,44.2,,,,FAKE_ST025,13.372017,124.014551,310.5,350,inferred,74.5,2.68,0,60.4750,56.8288,75.1104,51.8533,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,11.5865,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.8913,,,,,9.8485,,,,,7.7243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-01T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,112.0,22.6,125.3,43.6,,,,FAKE_ST002,14.004707,123.034816,322.2,450,inferred,146.7,2.72,0,69.2123,57.9868,83.5198,39.4868,11.4644,,,,,,,,,,,,,,,,,,,,,,,,,9.8786,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.2859,,,,,8.3968,,,,,6.5857,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-07T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,69.3,36.6,-65.1,46.2,,,,FAKE_ST034,12.917222,123.991170,346.4,350,inferred,64.7,0.87,0,102.0251,94.6332,102.8526,46.7557,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.2353,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.8612,,,,,5.3000,,,,,4.1569,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-12T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,197.8,36.3,159.6,44.0,,,,FAKE_ST016,13.051502,123.049186,102.9,760,measured,238.2,0.93,0,100.7386,89.3434,101.7335,27.3093,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.3301,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.9503,,,,,5.3806,,,,,4.2200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-02T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,38.1,23.2,-26.5,47.8,,,,FAKE_ST001,12.937516,123.659140,101.3,760,inferred,246.5,1.98,0,91.8653,65.7037,100.1769,-41.9375,39.7138,,,,,,,,,,,,,,,,,,,,,,,,,7.0626,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.6389,,,,,6.0032,,,,,4.7084,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-18T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,28.3,75.4,95.2,45.4,,,,FAKE_ST012,13.467802,124.159674,253.6,500,inferred,55.3,2.51,0,66.3919,62.7558,77.8792,37.8001,17.8999,,,,,,,,,,,,,,,,,,,,,,,,,10.3768,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.7542,,,,,8.8202,,,,,6.9178,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-08T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,341.1,28.6,142.5,47.3,,,,FAKE_ST010,14.171242,122.845075,282.0,500,measured,158.1,0.96,0,95.6851,86.6278,102.4593,54.0930,12.0350,,,,,,,,,,,,,,,,,,,,,,,,,6.7291,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.3254,,,,,5.7198,,,,,4.4861,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-15T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,304.5,36.9,-54.5,45.4,,,,FAKE_ST032,12.995292,123.333240,159.9,400,inferred,213.0,1.51,0,91.0431,64.5568,98.5810,19.3923,4.1888,,,,,,,,,,,,,,,,,,,,,,,,,7.1384,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.7101,,,,,6.0677,,,,,4.7589,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-19T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,148.8,57.3,17.3,43.0,,,,FAKE_ST013,13.827780,123.944107,423.9,350,inferred,165.9,1.35,0,35.1303,25.3387,59.0636,-1.6449,4.3099,,,,,,,,,,,,,,,,,,,,,,,,,21.9253,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.6098,,,,,18.6365,,,,,14.6168,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-22T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,28.0,75.9,26.7,45.9,,,,FAKE_ST014,13.956858,123.566028,-24.8,300,inferred,245.0,1.66,0,22.4935,18.0547,53.1984,12.1735,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,36.7497,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,34.5447,,,,,31.2372,,,,,24.4998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-27T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,214.7,69.2,-62.1,45.0,,,,FAKE_ST018,13.300467,123.014261,465.2,350,inferred,43.4,1.04,0,83.7551,82.6466,89.9118,-33.1325,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.8812,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.4083,,,,,6.6990,,,,,5.2541,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-20T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,208.1,31.7,65.3,47.0,,,,FAKE_ST024,13.216474,123.101611,468.6,450,measured,236.7,2.78,0,83.0951,74.6414,95.0539,14.9124,0.3367,,,,,,,,,,,,,,,,,,,,,,,,,7.9555,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.4781,,,,,6.7622,,,,,5.3037,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-20T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,355.1,44.3,-134.1,47.1,,,,FAKE_ST020,13.145104,123.793690,158.7,760,inferred,160.3,1.87,0,71.0726,69.2628,84.9252,70.0374,14.7766,,,,,,,,,,,,,,,,,,,,,,,,,9.5734,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.9990,,,,,8.1374,,,,,6.3823,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB003,2000-01-28T00:00:00,,13.763040,123.625692,50.9,,,6.52,,,,11.2,45.9,32.5,45.1,,,,FAKE_ST008,13.410376,123.747209,35.5,250,measured,290.5,1.52,0,41.3555,39.1316,63.6012,1.6074,16.6610,,,,,,,,,,,,,,,,,,,,,,,,,18.1176,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,17.0305,,,,,15.3999,,,,,12.0784,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-12T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,302.4,29.3,179.1,43.7,,,,FAKE_ST026,14.271821,123.293448,202.4,300,inferred,71.0,0.68,0,82.7410,69.7061,93.2690,-18.0094,5.7270,,,,,,,,,,,,,,,,,,,,,,,,,7.9340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.4580,,,,,6.7439,,,,,5.2894,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-03T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,49.4,68.4,129.7,42.4,,,,FAKE_ST011,13.994598,123.910692,244.9,250,inferred,284.2,2.83,0,34.0954,28.8451,58.6017,5.2883,16.8142,,,,,,,,,,,,,,,,,,,,,,,,,22.5278,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21.1762,,,,,19.1487,,,,,15.0186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-06T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,152.9,20.4,-0.7,43.3,,,,FAKE_ST030,13.036364,123.464289,-24.1,450,inferred,290.6,1.17,0,82.9408,71.7948,91.9543,14.5203,4.0405,,,,,,,,,,,,,,,,,,,,,,,,,7.9114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.4367,,,,,6.7247,,,,,5.2743,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-16T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,346.2,24.8,82.9,44.6,,,,FAKE_ST009,13.404892,124.135820,1.0,400,measured,346.6,2.38,0,49.9975,43.5201,70.3527,27.8648,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,14.3867,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.5235,,,,,12.2287,,,,,9.5911,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-21T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,267.0,77.6,-151.9,43.9,,,,FAKE_ST020,13.145104,123.793690,158.7,760,inferred,323.3,1.28,0,62.7220,53.7532,76.1678,26.0363,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,11.0122,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.3514,,,,,9.3603,,,,,7.3414,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-19T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,264.2,45.3,165.8,42.9,,,,FAKE_ST018,13.300467,123.014261,465.2,250,inferred,129.9,0.59,0,95.8976,67.4385,102.9947,17.3625,41.6424,,,,,,,,,,,,,,,,,,,,,,,,,6.6595,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2600,,,,,5.6606,,,,,4.4397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-10T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,291.2,57.5,-76.7,47.2,,,,FAKE_ST001,12.937516,123.659140,101.3,760,inferred,212.1,2.63,0,87.0599,73.2999,90.8440,-21.4499,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.4694,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.0212,,,,,6.3490,,,,,4.9796,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-04T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,217.4,74.6,86.0,43.8,,,,FAKE_ST013,13.827780,123.944107,423.9,760,inferred,160.5,0.94,0,20.7904,16.3057,49.2108,16.3576,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,39.9118,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,37.5171,,,,,33.9250,,,,,26.6079,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-05T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,214.4,69.3,121.5,43.2,,,,FAKE_ST019,13.813697,123.672053,44.1,550,inferred,176.9,1.46,0,17.6703,15.1649,48.4378,-7.9581,8.6381,,,,,,,,,,,,,,,,,,,,,,,,,48.0440,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,45.1613,,,,,40.8374,,,,,32.0293,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-25T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,295.0,23.2,-13.0,44.9,,,,FAKE_ST027,13.269941,123.097320,258.8,500,inferred,201.0,2.87,0,89.8946,82.7308,94.6185,1.5834,22.4362,,,,,,,,,,,,,,,,,,,,,,,,,7.1908,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.7593,,,,,6.1121,,,,,4.7938,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-14T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,4.3,75.6,-18.4,43.6,,,,FAKE_ST022,14.164278,123.726921,376.8,550,inferred,385.5,2.21,0,51.1403,41.7827,69.0639,-5.4241,8.7608,,,,,,,,,,,,,,,,,,,,,,,,,14.0091,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.1686,,,,,11.9078,,,,,9.3394,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-21T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,309.0,40.1,-83.8,47.1,,,,FAKE_ST029,13.228981,123.299101,498.6,250,measured,268.7,1.48,0,75.6969,67.4631,89.8163,70.7217,7.7400,,,,,,,,,,,,,,,,,,,,,,,,,8.8163,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.2873,,,,,7.4939,,,,,5.8775,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-01T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,242.2,69.9,-175.7,47.1,,,,FAKE_ST003,13.030408,124.038269,182.1,550,inferred,59.5,1.61,0,79.9215,72.1943,89.6030,79.1081,1.5416,,,,,,,,,,,,,,,,,,,,,,,,,8.2669,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.7709,,,,,7.0269,,,,,5.5113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-20T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,236.4,70.1,162.2,43.9,,,,FAKE_ST021,13.860000,124.184285,256.3,550,inferred,289.1,0.80,0,45.2323,32.1246,62.1830,19.4090,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,16.1840,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.2129,,,,,13.7564,,,,,10.7893,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-04T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,250.4,35.2,-11.9,42.1,,,,FAKE_ST014,13.956858,123.566028,-24.8,450,inferred,262.7,2.81,0,37.0304,35.9184,59.8589,12.9274,17.6641,,,,,,,,,,,,,,,,,,,,,,,,,20.4580,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.2305,,,,,17.3893,,,,,13.6386,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-25T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,26.6,66.6,-42.2,45.7,,,,FAKE_ST005,13.198256,122.739804,307.4,760,inferred,42.8,2.89,0,127.5003,114.7851,132.6372,83.5355,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,4.7461,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.4613,,,,,4.0342,,,,,3.1641,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB004,2000-01-06T00:00:00,,13.709174,123.795292,49.7,,,6.49,,,,232.4,26.5,14.6,45.1,,,,FAKE_ST015,13.334082,123.041847,-6.1,760,inferred,253.3,0.77,0,91.5139,77.5595,98.3188,81.7109,20.7930,,,,,,,,,,,,,,,,,,,,,,,,,7.0400,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.6176,,,,,5.9840,,,,,4.6933,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-15T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,6.8,49.9,55.0,44.5,,,,FAKE_ST025,13.372017,124.014551,310.5,500,inferred,34.4,1.48,0,52.2401,37.7108,63.6947,18.6506,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,14.3452,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.4845,,,,,12.1934,,,,,9.5634,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-16T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,172.1,44.2,82.0,39.7,,,,FAKE_ST018,13.300467,123.014261,465.2,450,inferred,46.6,1.06,0,84.1552,73.4163,95.2530,22.9806,38.5378,,,,,,,,,,,,,,,,,,,,,,,,,8.1647,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.6748,,,,,6.9400,,,,,5.4431,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-10T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,144.2,57.9,165.2,44.0,,,,FAKE_ST027,13.269941,123.097320,258.8,300,inferred,223.2,2.90,0,78.7449,67.7672,83.4348,77.7529,2.6307,,,,,,,,,,,,,,,,,,,,,,,,,8.8338,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.3038,,,,,7.5087,,,,,5.8892,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-13T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,237.9,37.9,-39.6,43.9,,,,FAKE_ST017,13.447248,123.653527,153.6,350,inferred,281.8,1.72,0,28.6315,22.5326,53.3388,-5.5923,5.3865,,,,,,,,,,,,,,,,,,,,,,,,,28.9793,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,27.2406,,,,,24.6324,,,,,19.3195,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-16T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,140.0,67.6,51.6,41.5,,,,FAKE_ST033,13.693672,124.194182,484.1,500,inferred,386.7,2.53,0,56.3494,42.7088,66.8022,32.6606,12.1186,,,,,,,,,,,,,,,,,,,,,,,,,13.1207,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.3335,,,,,11.1526,,,,,8.7471,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-07T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,290.6,60.0,-15.0,40.5,,,,FAKE_ST003,13.030408,124.038269,182.1,250,measured,352.2,0.87,0,84.7063,67.8765,90.2669,49.2582,7.1031,,,,,,,,,,,,,,,,,,,,,,,,,8.1017,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.6156,,,,,6.8865,,,,,5.4011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-20T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,16.5,62.1,-133.0,43.5,,,,FAKE_ST016,13.051502,123.049186,102.9,550,measured,39.0,1.27,0,99.0682,73.5559,98.9162,47.6268,12.8644,,,,,,,,,,,,,,,,,,,,,,,,,6.7272,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.3236,,,,,5.7181,,,,,4.4848,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-04T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,179.0,68.0,-100.6,39.7,,,,FAKE_ST001,12.937516,123.659140,101.3,350,inferred,182.0,2.53,0,85.2487,81.0379,93.3525,-34.4459,31.7321,,,,,,,,,,,,,,,,,,,,,,,,,8.0406,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.5582,,,,,6.8345,,,,,5.3604,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-26T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,76.8,22.7,-117.6,44.2,,,,FAKE_ST024,13.216474,123.101611,468.6,300,inferred,124.1,2.39,0,82.1791,74.3907,86.1423,26.2009,2.0638,,,,,,,,,,,,,,,,,,,,,,,,,8.3980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.8941,,,,,7.1383,,,,,5.5987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-04T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,284.8,57.9,-44.6,43.6,,,,FAKE_ST034,12.917222,123.991170,346.4,450,inferred,354.3,0.70,0,94.0349,78.1993,100.2389,83.5513,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.1570,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.7276,,,,,6.0835,,,,,4.7713,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-23T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,290.7,66.4,69.2,43.3,,,,FAKE_ST002,14.004707,123.034816,322.2,250,inferred,263.1,1.81,0,76.5503,69.8156,88.9294,29.9002,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,9.1346,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.5866,,,,,7.7645,,,,,6.0898,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-16T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,220.3,25.3,117.5,42.7,,,,FAKE_ST012,13.467802,124.159674,253.6,300,inferred,179.1,1.89,0,58.8267,51.9534,74.5503,-26.0936,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,12.4715,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.7232,,,,,10.6008,,,,,8.3143,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-18T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,182.7,47.9,45.5,43.3,,,,FAKE_ST008,13.410376,123.747209,35.5,550,measured,40.2,0.78,0,33.6352,33.4011,57.3509,14.4087,13.5857,,,,,,,,,,,,,,,,,,,,,,,,,24.0309,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22.5890,,,,,20.4263,,,,,16.0206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-12T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,102.6,46.1,-59.7,39.7,,,,FAKE_ST021,13.860000,124.184285,256.3,450,inferred,308.2,0.61,0,57.9058,43.3093,70.5615,51.1893,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,12.7058,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.9435,,,,,10.7999,,,,,8.4705,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-08T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,259.7,55.6,-62.6,43.4,,,,FAKE_ST030,13.036364,123.464289,-24.1,250,inferred,277.2,1.31,0,77.5922,54.9911,82.8648,21.1327,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.9895,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.4502,,,,,7.6411,,,,,5.9930,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB005,2000-01-08T00:00:00,,13.704063,123.672692,46.5,,,6.55,,,,26.5,55.1,-160.4,41.9,,,,FAKE_ST035,13.705455,123.722566,96.8,350,inferred,102.1,2.02,0,5.3901,4.1565,43.2396,0.6408,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,182.6357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,171.6776,,,,,155.2403,,,,,121.7571,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-09T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,72.8,27.6,69.2,41.6,,,,FAKE_ST016,13.051502,123.049186,102.9,450,inferred,71.9,2.63,0,138.3862,115.8738,136.1113,-28.8906,7.0595,,,,,,,,,,,,,,,,,,,,,,,,,3.6845,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.4634,,,,,3.1318,,,,,2.4563,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-26T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,286.0,77.2,146.0,38.5,,,,FAKE_ST009,13.404892,124.135820,1.0,500,inferred,230.0,1.07,0,68.7535,55.2141,74.8559,57.0389,15.3008,,,,,,,,,,,,,,,,,,,,,,,,,8.4559,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.9485,,,,,7.1875,,,,,5.6373,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-01T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,262.8,64.2,-91.2,40.0,,,,FAKE_ST031,13.841169,122.864474,385.6,300,inferred,240.2,2.73,0,113.0080,86.4435,119.5959,23.7581,14.0055,,,,,,,,,,,,,,,,,,,,,,,,,4.6894,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.4080,,,,,3.9860,,,,,3.1263,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-17T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,12.1,51.9,-7.5,37.2,,,,FAKE_ST008,13.410376,123.747209,35.5,450,measured,332.1,1.63,0,65.4845,46.7079,74.2936,64.6273,20.5250,,,,,,,,,,,,,,,,,,,,,,,,,8.9573,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.4198,,,,,7.6137,,,,,5.9715,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-05T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,129.0,34.3,179.6,41.9,,,,FAKE_ST019,13.813697,123.672053,44.1,550,measured,274.2,0.90,0,30.9150,21.7557,51.3906,18.4772,14.3740,,,,,,,,,,,,,,,,,,,,,,,,,21.6096,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.3130,,,,,18.3681,,,,,14.4064,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-06T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,284.3,42.2,-12.9,38.2,,,,FAKE_ST007,12.909748,123.914146,393.2,500,measured,346.9,0.68,0,118.9969,99.8537,126.5675,-34.7547,34.7702,,,,,,,,,,,,,,,,,,,,,,,,,4.4100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.1454,,,,,3.7485,,,,,2.9400,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-19T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,286.0,67.3,-150.9,36.7,,,,FAKE_ST015,13.334082,123.041847,-6.1,400,measured,299.6,0.64,0,117.4210,108.7161,116.5696,64.2389,26.8601,,,,,,,,,,,,,,,,,,,,,,,,,4.4805,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.2117,,,,,3.8084,,,,,2.9870,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-06T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,233.3,62.3,21.9,37.3,,,,FAKE_ST023,12.948150,123.043572,123.5,400,measured,72.6,1.34,0,147.5512,119.4688,140.2800,63.2552,8.2481,,,,,,,,,,,,,,,,,,,,,,,,,3.4134,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.2086,,,,,2.9014,,,,,2.2756,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-25T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,268.2,33.5,-53.0,40.4,,,,FAKE_ST034,12.917222,123.991170,346.4,350,inferred,278.5,1.19,0,118.5539,109.7433,123.1303,95.6370,34.6166,,,,,,,,,,,,,,,,,,,,,,,,,4.4296,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.1638,,,,,3.7651,,,,,2.9531,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-23T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,191.5,69.5,143.8,39.3,,,,FAKE_ST025,13.372017,124.014551,310.5,350,inferred,159.9,2.18,0,68.6785,58.0929,76.2172,19.9184,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.4668,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.9588,,,,,7.1968,,,,,5.6446,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-10T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,345.0,24.6,-120.7,41.3,,,,FAKE_ST012,13.467802,124.159674,253.6,350,inferred,76.2,0.88,0,63.3904,53.0808,76.3231,-24.0722,27.1667,,,,,,,,,,,,,,,,,,,,,,,,,9.3079,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.7495,,,,,7.9118,,,,,6.2053,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-12T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,151.2,64.3,-172.3,40.9,,,,FAKE_ST006,13.230661,123.517412,274.1,550,measured,28.4,2.50,0,93.0838,92.2342,95.6766,29.0563,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,5.9050,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.5507,,,,,5.0193,,,,,3.9367,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-22T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,250.9,70.5,-19.7,40.2,,,,FAKE_ST020,13.145104,123.793690,158.7,400,inferred,70.1,2.47,0,93.5503,83.8891,99.0205,63.6363,13.1255,,,,,,,,,,,,,,,,,,,,,,,,,5.8701,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.5179,,,,,4.9896,,,,,3.9134,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-05T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,127.1,47.4,-120.1,36.4,,,,FAKE_ST028,13.776879,123.094112,443.8,450,inferred,290.5,1.21,0,90.0513,73.0830,92.4711,-6.1037,35.2875,,,,,,,,,,,,,,,,,,,,,,,,,6.1418,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.7733,,,,,5.2205,,,,,4.0945,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB006,2000-01-15T00:00:00,,13.979845,123.901693,44.0,,,6.12,,,,93.7,31.1,22.5,41.8,,,,FAKE_ST004,13.227957,122.744696,227.9,450,inferred,140.4,1.36,0,150.4175,110.5682,143.5726,149.0125,30.4095,,,,,,,,,,,,,,,,,,,,,,,,,3.3360,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.1359,,,,,2.8356,,,,,2.2240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-13T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,335.2,66.1,161.2,38.7,,,,FAKE_ST025,13.372017,124.014551,310.5,400,inferred,79.3,2.93,0,34.4973,25.8309,55.0214,-1.6442,15.3273,,,,,,,,,,,,,,,,,,,,,,,,,24.8650,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,23.3731,,,,,21.1353,,,,,16.5767,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-19T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,240.1,68.0,82.3,38.7,,,,FAKE_ST026,14.271821,123.293448,202.4,400,inferred,148.7,0.78,0,94.8029,74.6050,99.9215,86.8408,46.1200,,,,,,,,,,,,,,,,,,,,,,,,,7.5539,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.1006,,,,,6.4208,,,,,5.0359,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-27T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,79.3,41.4,-62.5,40.6,,,,FAKE_ST013,13.827780,123.944107,423.9,500,measured,94.2,1.82,0,18.3924,15.9148,45.4648,-0.6966,1.4924,,,,,,,,,,,,,,,,,,,,,,,,,51.3647,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,48.2828,,,,,43.6600,,,,,34.2431,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-03T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,351.3,43.7,-3.4,40.6,,,,FAKE_ST005,13.198256,122.739804,307.4,760,inferred,214.4,0.64,0,136.9214,117.9610,130.3870,23.0284,36.9812,,,,,,,,,,,,,,,,,,,,,,,,,4.8783,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.5856,,,,,4.1465,,,,,3.2522,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-10T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,124.2,38.5,-19.6,40.9,,,,FAKE_ST019,13.813697,123.672053,44.1,400,inferred,102.0,2.72,0,30.6317,29.2882,50.7250,1.6677,1.8680,,,,,,,,,,,,,,,,,,,,,,,,,28.5546,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,26.8414,,,,,24.2715,,,,,19.0364,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-14T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,50.2,55.2,-149.0,43.0,,,,FAKE_ST023,12.948150,123.043572,123.5,300,inferred,200.4,2.67,0,123.1882,116.0066,122.2142,117.7114,11.9101,,,,,,,,,,,,,,,,,,,,,,,,,5.5326,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.2006,,,,,4.7027,,,,,3.6884,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-21T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,329.2,44.9,20.1,40.0,,,,FAKE_ST027,13.269941,123.097320,258.8,400,measured,307.0,0.84,0,98.3815,86.3006,107.9715,6.2628,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.2286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.7949,,,,,6.1443,,,,,4.8191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-19T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,109.4,53.6,-13.2,44.1,,,,FAKE_ST021,13.860000,124.184285,256.3,450,inferred,20.9,1.16,0,36.5804,30.9901,54.7566,26.8573,0.4168,,,,,,,,,,,,,,,,,,,,,,,,,23.2204,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21.8272,,,,,19.7373,,,,,15.4803,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-23T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,232.1,21.7,95.3,41.3,,,,FAKE_ST008,13.410376,123.747209,35.5,500,measured,388.8,2.00,0,33.4483,32.3714,55.0788,4.2056,4.8273,,,,,,,,,,,,,,,,,,,,,,,,,25.7764,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24.2299,,,,,21.9100,,,,,17.1843,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-23T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,294.6,42.4,83.9,44.1,,,,FAKE_ST004,13.227957,122.744696,227.9,400,inferred,118.6,1.95,0,135.2016,129.8616,136.6767,59.7583,18.0127,,,,,,,,,,,,,,,,,,,,,,,,,4.9523,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.6551,,,,,4.2094,,,,,3.3015,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-12T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,151.0,74.7,-51.8,42.5,,,,FAKE_ST030,13.036364,123.464289,-24.1,450,inferred,221.3,2.84,0,85.0351,77.2106,91.5687,3.0679,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.5943,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.0787,,,,,7.3052,,,,,5.7296,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-11T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,297.7,61.1,-71.6,40.1,,,,FAKE_ST010,14.171242,122.845075,282.0,550,inferred,281.6,0.74,0,128.0650,112.6497,132.9469,-31.9261,3.3073,,,,,,,,,,,,,,,,,,,,,,,,,5.2827,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.9657,,,,,4.4903,,,,,3.5218,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-11T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,331.5,29.8,-101.6,41.2,,,,FAKE_ST022,14.164278,123.726921,376.8,400,inferred,336.0,2.49,0,58.9164,50.4001,67.4915,3.5068,8.2147,,,,,,,,,,,,,,,,,,,,,,,,,13.2669,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.4709,,,,,11.2769,,,,,8.8446,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-16T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,125.4,61.5,-130.0,41.6,,,,FAKE_ST020,13.145104,123.793690,158.7,350,inferred,395.3,1.81,0,59.2437,42.8285,71.0871,43.1452,26.4456,,,,,,,,,,,,,,,,,,,,,,,,,13.1804,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.3896,,,,,11.2034,,,,,8.7870,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-28T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,249.9,61.3,-69.3,43.0,,,,FAKE_ST034,12.917222,123.991170,346.4,400,inferred,392.8,1.56,0,83.6552,59.2804,92.8022,60.3875,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,8.7627,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.2370,,,,,7.4483,,,,,5.8418,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB007,2000-01-02T00:00:00,,13.665506,123.911117,46.2,,,6.68,,,,285.5,50.8,-158.7,43.5,,,,FAKE_ST031,13.841169,122.864474,385.6,350,measured,116.1,0.67,0,114.7195,96.9697,111.5453,16.8490,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.0219,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.6606,,,,,5.1186,,,,,4.0146,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-06T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,241.4,21.8,-127.6,42.1,,,,FAKE_ST022,14.164278,123.726921,376.8,250,measured,125.4,1.95,0,51.3900,50.1582,69.1700,-9.8617,22.1400,,,,,,,,,,,,,,,,,,,,,,,,,13.8815,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.0487,,,,,11.7993,,,,,9.2544,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-03T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,35.7,54.7,-175.0,45.3,,,,FAKE_ST001,12.937516,123.659140,101.3,400,inferred,92.8,1.20,0,93.2465,87.1147,103.6136,39.1108,14.3074,,,,,,,,,,,,,,,,,,,,,,,,,6.8615,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.4498,,,,,5.8323,,,,,4.5743,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-23T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,212.2,46.4,164.8,45.5,,,,FAKE_ST027,13.269941,123.097320,258.8,250,measured,154.8,1.45,0,102.4585,100.0141,112.5276,79.6046,13.5553,,,,,,,,,,,,,,,,,,,,,,,,,6.1350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.7669,,,,,5.2148,,,,,4.0900,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-17T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,48.9,65.7,73.7,43.2,,,,FAKE_ST032,12.995292,123.333240,159.9,550,inferred,35.4,1.32,0,103.7835,96.3549,107.7971,-2.9661,13.0903,,,,,,,,,,,,,,,,,,,,,,,,,6.0421,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.6795,,,,,5.1358,,,,,4.0280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-15T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,81.3,44.4,174.6,44.0,,,,FAKE_ST004,13.227957,122.744696,227.9,350,inferred,345.6,2.74,0,138.5205,121.9142,136.2724,-4.4312,66.9505,,,,,,,,,,,,,,,,,,,,,,,,,4.2852,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.0281,,,,,3.6424,,,,,2.8568,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-15T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,188.2,60.6,-137.1,44.2,,,,FAKE_ST014,13.956858,123.566028,-24.8,500,inferred,284.1,2.94,0,44.6225,44.6054,60.5415,10.5966,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,16.3878,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.4045,,,,,13.9296,,,,,10.9252,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-13T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,44.2,70.3,81.1,44.9,,,,FAKE_ST012,13.467802,124.159674,253.6,450,measured,291.1,1.95,0,40.2367,30.5689,59.0567,-8.0314,15.7253,,,,,,,,,,,,,,,,,,,,,,,,,18.5010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,17.3909,,,,,15.7259,,,,,12.3340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-17T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,100.4,66.1,-141.1,45.1,,,,FAKE_ST021,13.860000,124.184285,256.3,760,inferred,209.0,2.07,0,32.2370,29.0134,54.5392,29.8259,15.8369,,,,,,,,,,,,,,,,,,,,,,,,,23.9657,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22.5278,,,,,20.3708,,,,,15.9771,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-06T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,137.7,60.8,-125.0,42.8,,,,FAKE_ST033,13.693672,124.194182,484.1,450,measured,56.6,0.69,0,30.7818,22.0353,52.3233,-12.2406,8.4550,,,,,,,,,,,,,,,,,,,,,,,,,25.2884,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,23.7711,,,,,21.4952,,,,,16.8590,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-11T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,291.4,52.4,-173.6,42.0,,,,FAKE_ST015,13.334082,123.041847,-6.1,500,inferred,396.5,2.70,0,104.3857,93.8039,105.9429,24.5698,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.0006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.6406,,,,,5.1006,,,,,4.0004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-06T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,200.4,71.6,-70.9,42.3,,,,FAKE_ST023,12.948150,123.043572,123.5,350,inferred,206.8,0.84,0,128.7642,123.0808,130.0517,21.0960,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,4.6747,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.3942,,,,,3.9735,,,,,3.1164,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-18T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,206.0,48.6,127.6,43.5,,,,FAKE_ST005,13.198256,122.739804,307.4,300,inferred,168.7,1.74,0,140.3923,122.2335,145.0500,33.1088,26.3444,,,,,,,,,,,,,,,,,,,,,,,,,4.2172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.9642,,,,,3.5846,,,,,2.8115,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-05T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,301.3,40.9,87.1,46.4,,,,FAKE_ST030,13.036364,123.464289,-24.1,300,inferred,358.7,1.35,0,91.9711,72.2278,101.5783,-37.5117,19.6197,,,,,,,,,,,,,,,,,,,,,,,,,6.9746,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.5561,,,,,5.9284,,,,,4.6497,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-08T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,84.5,38.7,-149.4,42.4,,,,FAKE_ST006,13.230661,123.517412,274.1,350,inferred,350.2,0.79,0,70.8782,57.2136,80.2950,1.9069,18.6316,,,,,,,,,,,,,,,,,,,,,,,,,9.4977,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.9279,,,,,8.0731,,,,,6.3318,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-17T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,324.5,36.0,70.5,43.0,,,,FAKE_ST017,13.447248,123.653527,153.6,450,measured,394.6,1.44,0,42.8763,30.4942,61.7953,20.8658,4.1046,,,,,,,,,,,,,,,,,,,,,,,,,17.1736,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.1432,,,,,14.5975,,,,,11.4491,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-11T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,178.8,68.7,60.3,45.6,,,,FAKE_ST009,13.404892,124.135820,1.0,300,inferred,133.8,2.92,0,44.2607,41.7156,62.9013,-15.4875,12.0645,,,,,,,,,,,,,,,,,,,,,,,,,16.5451,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.5524,,,,,14.0634,,,,,11.0301,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB008,2000-01-07T00:00:00,,13.738882,123.913054,48.6,,,6.47,,,,103.4,22.9,178.6,44.2,,,,FAKE_ST018,13.300467,123.014261,465.2,550,inferred,105.8,2.36,0,108.7144,107.8699,114.7291,-42.0745,42.9676,,,,,,,,,,,,,,,,,,,,,,,,,5.7177,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.3746,,,,,4.8600,,,,,3.8118,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-14T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,75.5,67.7,54.6,52.7,,,,FAKE_ST016,13.051502,123.049186,102.9,350,measured,325.6,1.58,0,123.8345,96.8397,130.5653,43.2978,21.2679,,,,,,,,,,,,,,,,,,,,,,,,,5.2585,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.9430,,,,,4.4697,,,,,3.5057,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-18T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,65.0,21.1,73.2,49.3,,,,FAKE_ST006,13.230661,123.517412,274.1,400,inferred,239.2,1.03,0,74.9188,58.0905,88.3479,20.4569,20.2350,,,,,,,,,,,,,,,,,,,,,,,,,9.5509,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.9779,,,,,8.1183,,,,,6.3673,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-14T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,336.5,63.6,-158.4,53.3,,,,FAKE_ST018,13.300467,123.014261,465.2,500,inferred,195.7,1.10,0,110.8493,95.3100,123.6427,46.7378,37.5096,,,,,,,,,,,,,,,,,,,,,,,,,5.9994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.6394,,,,,5.0995,,,,,3.9996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-28T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,148.5,69.4,52.6,53.0,,,,FAKE_ST029,13.228981,123.299101,498.6,760,inferred,248.5,1.51,0,90.5322,86.7349,100.4300,78.4649,22.0672,,,,,,,,,,,,,,,,,,,,,,,,,7.6309,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.1731,,,,,6.4863,,,,,5.0873,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-18T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,356.9,45.3,146.0,53.3,,,,FAKE_ST008,13.410376,123.747209,35.5,350,inferred,123.6,0.57,0,45.3107,35.0558,66.5826,33.5681,5.6598,,,,,,,,,,,,,,,,,,,,,,,,,17.2841,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.2471,,,,,14.6915,,,,,11.5227,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-02T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,309.5,25.0,36.6,49.3,,,,FAKE_ST025,13.372017,124.014551,310.5,760,inferred,362.2,1.52,0,47.3979,33.7790,71.1359,27.6667,16.4738,,,,,,,,,,,,,,,,,,,,,,,,,16.3936,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.4100,,,,,13.9345,,,,,10.9290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-19T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,264.4,76.0,7.9,49.5,,,,FAKE_ST015,13.334082,123.041847,-6.1,400,measured,380.9,2.83,0,106.4339,101.3191,113.2398,81.3289,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.2964,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.9187,,,,,5.3520,,,,,4.1976,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-11T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,299.6,64.2,110.1,50.1,,,,FAKE_ST019,13.813697,123.672053,44.1,760,inferred,375.5,1.05,0,25.8640,19.9521,61.4344,-8.1881,9.4321,,,,,,,,,,,,,,,,,,,,,,,,,33.2247,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,31.2312,,,,,28.2410,,,,,22.1498,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-02T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,176.5,42.5,161.5,52.6,,,,FAKE_ST020,13.145104,123.793690,158.7,350,inferred,181.0,2.21,0,72.3576,56.6100,84.5970,8.1448,29.2346,,,,,,,,,,,,,,,,,,,,,,,,,9.9525,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.3553,,,,,8.4596,,,,,6.6350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-20T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,12.5,64.4,107.6,54.2,,,,FAKE_ST022,14.164278,123.726921,376.8,760,inferred,368.6,2.18,0,46.4691,42.5053,68.5054,34.0176,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,16.7792,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.7725,,,,,14.2624,,,,,11.1862,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-04T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,192.6,34.2,-20.7,54.5,,,,FAKE_ST013,13.827780,123.944107,423.9,760,inferred,385.1,2.82,0,5.9425,5.8685,52.9011,0.2631,2.1902,,,,,,,,,,,,,,,,,,,,,,,,,168.5188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,158.4077,,,,,143.2410,,,,,112.3459,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-06T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,329.7,57.9,136.6,49.9,,,,FAKE_ST011,13.994598,123.910692,244.9,760,inferred,174.4,0.58,0,23.2008,21.9668,55.5338,-3.4061,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,37.6591,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35.3995,,,,,32.0102,,,,,25.1060,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-27T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,36.1,29.6,-86.1,54.1,,,,FAKE_ST001,12.937516,123.659140,101.3,350,inferred,179.9,2.32,0,98.1631,80.8755,107.2783,74.7753,29.6620,,,,,,,,,,,,,,,,,,,,,,,,,6.9318,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.5159,,,,,5.8920,,,,,4.6212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-15T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,284.8,28.2,-35.8,50.7,,,,FAKE_ST035,13.705455,123.722566,96.8,400,inferred,139.2,0.71,0,22.1210,20.5414,58.8400,10.2212,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,39.7793,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,37.3925,,,,,33.8124,,,,,26.5195,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-28T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,213.8,44.6,158.2,51.8,,,,FAKE_ST024,13.216474,123.101611,468.6,450,inferred,351.9,0.83,0,107.9192,106.9371,115.9297,80.5004,36.0681,,,,,,,,,,,,,,,,,,,,,,,,,6.1936,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.8219,,,,,5.2645,,,,,4.1290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB009,2000-01-13T00:00:00,,13.785950,123.909857,56.5,,,6.69,,,,340.1,73.1,-99.2,48.8,,,,FAKE_ST034,12.917222,123.991170,346.4,450,inferred,370.8,2.12,0,96.9979,73.6795,110.0104,11.8090,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,7.0308,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.6090,,,,,5.9762,,,,,4.6872,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-13T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,222.5,56.0,-126.3,37.4,,,,FAKE_ST018,13.300467,123.014261,465.2,550,measured,84.6,1.92,0,97.6459,74.1601,107.3078,53.8900,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.3137,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.9349,,,,,5.3666,,,,,4.2091,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-08T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,256.9,31.4,130.3,38.5,,,,FAKE_ST001,12.937516,123.659140,101.3,250,inferred,129.4,1.74,0,90.6468,88.6966,98.9811,67.1590,13.2258,,,,,,,,,,,,,,,,,,,,,,,,,6.8966,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.4828,,,,,5.8622,,,,,4.5978,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-22T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,68.2,30.8,105.3,43.0,,,,FAKE_ST013,13.827780,123.944107,423.9,450,inferred,390.9,1.09,0,18.7175,16.4719,48.1894,18.5829,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,43.5870,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.9718,,,,,37.0490,,,,,29.0580,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-05T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,313.7,78.5,-36.9,41.9,,,,FAKE_ST006,13.230661,123.517412,274.1,500,inferred,165.7,1.56,0,64.2886,58.1992,73.6163,12.0378,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,10.3604,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.7387,,,,,8.8063,,,,,6.9069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-12T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,358.8,76.4,168.2,39.6,,,,FAKE_ST008,13.410376,123.747209,35.5,760,measured,304.3,0.61,0,37.2276,26.7155,53.2362,-0.0263,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,19.6937,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18.5121,,,,,16.7396,,,,,13.1291,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-18T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,14.8,30.8,-118.8,40.2,,,,FAKE_ST024,13.216474,123.101611,468.6,760,inferred,148.9,1.67,0,95.0565,77.7951,97.9011,5.3566,45.4028,,,,,,,,,,,,,,,,,,,,,,,,,6.5185,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.1274,,,,,5.5407,,,,,4.3457,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-05T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,179.7,78.4,-78.8,41.0,,,,FAKE_ST014,13.956858,123.566028,-24.8,350,inferred,183.4,2.76,0,34.3854,28.5357,55.1216,-3.7615,0.6633,,,,,,,,,,,,,,,,,,,,,,,,,21.6068,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.3104,,,,,18.3658,,,,,14.4045,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-16T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,274.9,29.1,127.1,39.2,,,,FAKE_ST016,13.051502,123.049186,102.9,760,inferred,323.3,0.63,0,111.3666,92.5158,114.3724,-28.1228,35.1705,,,,,,,,,,,,,,,,,,,,,,,,,5.4003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.0762,,,,,4.5902,,,,,3.6002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-14T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,41.8,73.7,-1.8,40.5,,,,FAKE_ST035,13.705455,123.722566,96.8,450,measured,395.8,1.90,0,8.8150,6.2653,42.4751,-0.9667,2.5931,,,,,,,,,,,,,,,,,,,,,,,,,100.6724,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,94.6320,,,,,85.5715,,,,,67.1149,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-07T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,312.5,30.8,-119.4,40.1,,,,FAKE_ST025,13.372017,124.014551,310.5,500,inferred,123.7,2.73,0,47.4871,43.4948,59.7204,-13.1976,2.1238,,,,,,,,,,,,,,,,,,,,,,,,,14.8057,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.9173,,,,,12.5848,,,,,9.8704,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-25T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,179.3,25.7,-61.7,41.5,,,,FAKE_ST031,13.841169,122.864474,385.6,550,measured,392.9,0.80,0,101.0929,88.0758,105.4760,12.5990,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.0588,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.6952,,,,,5.1500,,,,,4.0392,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-22T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,172.7,57.7,-83.0,39.2,,,,FAKE_ST023,12.948150,123.043572,123.5,400,measured,145.2,0.61,0,120.0012,89.5368,126.1297,-45.4091,45.7792,,,,,,,,,,,,,,,,,,,,,,,,,4.9412,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.6447,,,,,4.2000,,,,,3.2941,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-05T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,76.1,22.9,51.7,41.2,,,,FAKE_ST028,13.776879,123.094112,443.8,500,inferred,41.1,0.68,0,75.8005,75.7964,87.7731,65.2125,27.1308,,,,,,,,,,,,,,,,,,,,,,,,,8.5259,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.0144,,,,,7.2471,,,,,5.6840,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-03T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,7.4,32.5,-40.1,40.8,,,,FAKE_ST021,13.860000,124.184285,256.3,300,measured,265.9,2.89,0,44.0372,33.1778,59.2899,41.7285,17.8730,,,,,,,,,,,,,,,,,,,,,,,,,16.1768,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.2062,,,,,13.7503,,,,,10.7845,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-22T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,217.3,41.5,-145.4,41.0,,,,FAKE_ST030,13.036364,123.464289,-24.1,450,measured,96.0,1.61,0,86.2273,81.0821,90.5127,52.0670,38.3875,,,,,,,,,,,,,,,,,,,,,,,,,7.3181,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.8790,,,,,6.2204,,,,,4.8787,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-12T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,221.0,46.0,-26.6,42.9,,,,FAKE_ST015,13.334082,123.041847,-6.1,300,inferred,149.9,1.66,0,93.1997,82.0253,95.9914,-33.9868,8.9262,,,,,,,,,,,,,,,,,,,,,,,,,6.6730,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.2726,,,,,5.6720,,,,,4.4487,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +FAKE_SLAB010,2000-01-15T00:00:00,,13.741930,123.795020,45.2,,,6.38,,,,157.4,74.4,-8.1,42.3,,,,FAKE_ST034,12.917222,123.991170,346.4,550,inferred,68.6,2.76,0,94.1272,80.7784,103.6792,44.3187,0.0000,,,,,,,,,,,,,,,,,,,,,,,,,6.5950,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.1993,,,,,5.6057,,,,,4.3967,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py index 69e8ddf..d3165ee 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py @@ -561,8 +561,8 @@ def setUp(self): # Reload ruptures with return_trt=True and all TRTs gmc_cfg = deepcopy(cfg) gmc_cfg["input"]["return_trt"] = True # Need the TRTs for GMC evaluation - gmc_cfg["input"]["simple_ruptures"] = False - gmc_cfg["input"]["ssm"]["tectonic_region_types"] = None # Must be None if you want all the TRTs + gmc_cfg["input"]["simple_ruptures"] = False + gmc_cfg["input"]["ssm"]["tectonic_region_types"] = None # rupture_gdf, _ = load_ruptures_from_ssm(gmc_cfg) self.input_data = input_data.copy() From fbe4d8ad53f8b0b3a5f370adbddbec7a536f4b23 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 19:20:44 +0200 Subject: [PATCH 13/26] upd test --- .../gem/unit_tests/test_gem_tests.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py index d3165ee..89999f1 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py @@ -561,8 +561,6 @@ def setUp(self): # Reload ruptures with return_trt=True and all TRTs gmc_cfg = deepcopy(cfg) gmc_cfg["input"]["return_trt"] = True # Need the TRTs for GMC evaluation - gmc_cfg["input"]["simple_ruptures"] = False - gmc_cfg["input"]["ssm"]["tectonic_region_types"] = None # rupture_gdf, _ = load_ruptures_from_ssm(gmc_cfg) self.input_data = input_data.copy() @@ -582,7 +580,7 @@ def setUp(self): self.input_data["eq_gm_df"] = eq_gm_df self.input_data["gm_df"] = gm_df - # Load GSIM logic tree from sm1 + # Load GSIM logic tree gsim_lt = GsimLogicTree(os.path.join(TEST_DATA_DIR, "gmmLT.xml")) self.input_data["gsim_lt"] = gsim_lt @@ -605,7 +603,7 @@ def test_evaluate_gmc_runs(self): results = evaluate_gmc(self.test_config, self.input_data) # Each value should be an SMT Residuals object - for trt, residuals in results.items(): + for trt, residuals in results.items(): # Only 1 TRT in sm1 (ASCR) self.assertIsInstance(trt, str) self.assertIsInstance(residuals, Residuals) @@ -621,7 +619,7 @@ def test_evaluate_gmc_runs(self): self.assertGreater( len(png_files), 0, f"No plot files in {trt_dir}" ) - + def tearDown(self): output_dir = os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots") if os.path.isdir(output_dir): From 7c284f8f5666ba34430c00a43636a91338f62b22 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 19:34:15 +0200 Subject: [PATCH 14/26] upd --- .../gem/unit_tests/test_gem_tests.py | 11 +++++++++-- openquake/hme/utils/gmm_utils.py | 13 ++++++++++++- 2 files changed, 21 insertions(+), 3 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py index 89999f1..a6b7ab4 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py @@ -557,8 +557,15 @@ def test_rupture_matching_eval(self): class test_evaluate_gmc(unittest.TestCase): + """ + Test the GMC evaluation capabilities. + + NOTE: This is only testing the execution because we are using FAKE values + in the test flatfile (there are no readily available recordings for the ASCR + events considered in sm1 test ssc). + """ def setUp(self): - # Reload ruptures with return_trt=True and all TRTs + # Reload ruptures with return_trt=True gmc_cfg = deepcopy(cfg) gmc_cfg["input"]["return_trt"] = True # Need the TRTs for GMC evaluation rupture_gdf, _ = load_ruptures_from_ssm(gmc_cfg) @@ -619,7 +626,7 @@ def test_evaluate_gmc_runs(self): self.assertGreater( len(png_files), 0, f"No plot files in {trt_dir}" ) - + def tearDown(self): output_dir = os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots") if os.path.isdir(output_dir): diff --git a/openquake/hme/utils/gmm_utils.py b/openquake/hme/utils/gmm_utils.py index 663ecca..cdfb9cb 100644 --- a/openquake/hme/utils/gmm_utils.py +++ b/openquake/hme/utils/gmm_utils.py @@ -23,6 +23,7 @@ ResidualWithMagnitude, ResidualWithDistance, ResidualWithVs30, + plot_residual_means_and_stds_with_period, ) from openquake.hme.model_test_frameworks.gem.gem_test_functions import ( @@ -261,13 +262,17 @@ def _imt_to_rotd50_col(self, imtx): def generate_residual_plots(residuals, imts, output_dir): """ Generate residual plots for all GMMs and IMTs. + Per-IMT plots are saved in per-GMM subdirectories. + A summary plot of residual means and std devs vs period is also saved. """ os.makedirs(output_dir, exist_ok=True) for gmpe in residuals.gmpe_list: gmpe_str = re.sub(r'[^\w\-.]', '_', str(gmpe)) + gmpe_dir = os.path.join(output_dir, gmpe_str) + os.makedirs(gmpe_dir, exist_ok=True) for imtx in imts: - prefix = os.path.join(output_dir, f"{gmpe_str}_{imtx}") + prefix = os.path.join(gmpe_dir, f"{gmpe_str}_{imtx}") ResidualPlot( residuals, gmpe, imtx, f"{prefix}_hist.png" ) @@ -282,6 +287,12 @@ def generate_residual_plots(residuals, imts, output_dir): residuals, gmpe, imtx, f"{prefix}_vs_vs30.png" ) + # Plot residual means and std devs vs period (all GMMs on one figure) + plot_residual_means_and_stds_with_period( + residuals, + os.path.join(output_dir, "residual_means_stds_vs_period.png"), + ) + def _assign_trt_to_earthquakes(test_config, input_data): """ From fb86e36bca7db56ce2cb14967a524588573f2eca Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 19:49:57 +0200 Subject: [PATCH 15/26] fix output --- .../model_test_frameworks/gem/unit_tests/test_gem_tests.py | 2 +- openquake/hme/utils/gmm_utils.py | 4 +++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py index a6b7ab4..56b2505 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py @@ -626,7 +626,7 @@ def test_evaluate_gmc_runs(self): self.assertGreater( len(png_files), 0, f"No plot files in {trt_dir}" ) - + def tearDown(self): output_dir = os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots") if os.path.isdir(output_dir): diff --git a/openquake/hme/utils/gmm_utils.py b/openquake/hme/utils/gmm_utils.py index cdfb9cb..e0db77d 100644 --- a/openquake/hme/utils/gmm_utils.py +++ b/openquake/hme/utils/gmm_utils.py @@ -268,7 +268,9 @@ def generate_residual_plots(residuals, imts, output_dir): os.makedirs(output_dir, exist_ok=True) for gmpe in residuals.gmpe_list: - gmpe_str = re.sub(r'[^\w\-.]', '_', str(gmpe)) + # Straight from GSIM XML so they are full toml representations + gmpe_str = re.sub( + r'[^\w\-.]', '_', str(gmpe)).split("___toml")[0] gmpe_dir = os.path.join(output_dir, gmpe_str) os.makedirs(gmpe_dir, exist_ok=True) for imtx in imts: From 22b90c449e32260002ce37440d396b61fb5662aa Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 20:32:18 +0200 Subject: [PATCH 16/26] restore doc strings --- .../gem/gem_test_functions.py | 137 ++++++++++++++++++ .../model_test_frameworks/gem/gem_tests.py | 22 +++ 2 files changed, 159 insertions(+) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 13a8e37..0d9c8a7 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -23,6 +23,15 @@ def get_rupture_gdf_cell_moment(rupture_gdf, t_yrs, rup_groups=None): + """Computes the expected seismic moment per spatial cell and total, given + rupture occurrence rates scaled by duration. + + :param rupture_gdf: GeoDataFrame of ruptures with ``magnitude``, + ``occurrence_rate``, and ``cell_id`` columns. + :param t_yrs: Duration in years to scale occurrence rates. + :param rup_groups: Optional pre-computed groupby on ``cell_id``. + :returns: Tuple of (per-cell moment Series, total moment float). + """ if rup_groups == None: rup_groups = rupture_gdf.groupby("cell_id") @@ -43,6 +52,14 @@ def get_rupture_gdf_cell_moment(rupture_gdf, t_yrs, rup_groups=None): def get_catalog_moment(eq_df, eq_groups=None): + """Computes the total seismic moment per spatial cell and overall from an + earthquake catalog. + + :param eq_df: GeoDataFrame of earthquakes with ``magnitude`` and + ``cell_id`` columns. + :param eq_groups: Optional pre-computed groupby on ``cell_id``. + :returns: Tuple of (per-cell moment dict, total moment float). + """ if eq_groups == None: eq_groups = eq_df.groupby("cell_id") @@ -58,6 +75,23 @@ def get_catalog_moment(eq_df, eq_groups=None): def moment_over_under_eval_fn( rup_df, eq_gdf, cell_groups, t_yrs, min_mag=1.0, max_mag=10.0, n_iters=1000 ): + """Compares observed seismic moment release to stochastic moment release + from the model, per cell and in total. + + Generates ``n_iters`` stochastic catalogs by sampling ruptures, computes + moment release for each, and calculates the fractile of the observed + moment within the stochastic distribution. + + :param rup_df: GeoDataFrame of ruptures. + :param eq_gdf: GeoDataFrame of observed earthquakes. + :param cell_groups: Pre-computed groupby of ruptures on ``cell_id``. + :param t_yrs: Duration in years. + :param min_mag: Minimum magnitude for moment calculation. + :param max_mag: Maximum magnitude for moment calculation. + :param n_iters: Number of stochastic catalogs to generate. + :returns: Dict with ``test_data`` containing per-cell and total moment + comparisons and fractiles. + """ cell_ids = sorted(rup_df.cell_id.unique()) cell_model_moments, total_model_moment = get_rupture_gdf_cell_moment( @@ -135,6 +169,20 @@ def model_mfd_eval_fn( stop_date=None, ): + """Computes and compares model and observed magnitude-frequency + distributions. + + :param rup_gdf: GeoDataFrame of ruptures. + :param eq_gdf: GeoDataFrame of observed earthquakes. + :param mag_bins: Dict of magnitude bin centers to (min, max) tuples. + :param t_yrs: Duration in years. + :param completeness_table: Optional completeness table as list of + [year, magnitude] pairs. + :param annualize: If True, annualize rates. + :param stop_date: End date of the catalog. + :returns: Dict with ``test_data`` containing a DataFrame of model and + observed MFDs (incremental and cumulative). + """ if annualize: t_yrs_model = 1.0 completeness_table_model = None @@ -176,6 +224,11 @@ def model_mfd_eval_fn( def get_moment_from_mfd(mfd: dict) -> float: + """Calculates total seismic moment from an MFD dictionary. + + :param mfd: Dict mapping magnitude bin centers to rates. + :returns: Total seismic moment (N*m). + """ if isinstance(mfd, dict): return _get_moment_from_mfd_dict(mfd) else: @@ -191,6 +244,14 @@ def _get_moment_from_mfd_dict(mfd: dict) -> float: def mag_diff_likelihood(eq_mag, rup_mags, mag_window=1.0): + """Calculates a linear likelihood based on the magnitude difference + between an earthquake and candidate ruptures. + + :param eq_mag: Observed earthquake magnitude. + :param rup_mags: Array of rupture magnitudes. + :param mag_window: Total width of the magnitude window for matching. + :returns: Array of likelihoods in [0, 1], where 1 means exact match. + """ likes = 1 - np.abs(eq_mag - rup_mags) / (mag_window / 2.0) if np.isscalar(likes): if likes < 0.0: @@ -204,6 +265,12 @@ def mag_diff_likelihood(eq_mag, rup_mags, mag_window=1.0): def get_distances(eq, rup_gdf): # this assumes we want 3d distance instead of separate treatment # of h, v dists + """Calculates 3D distances between an earthquake and a set of ruptures. + + :param eq: Earthquake row with ``longitude``, ``latitude``, ``depth``. + :param rup_gdf: GeoDataFrame of ruptures with the same columns. + :returns: Array of distances in km. + """ dists = distance( eq.longitude, eq.latitude, @@ -216,6 +283,13 @@ def get_distances(eq, rup_gdf): def get_rups_in_mag_range(eq, rup_df, mag_window=1.0): + """Filters ruptures to those within a magnitude window of the earthquake. + + :param eq: Earthquake row with ``magnitude``. + :param rup_df: DataFrame of ruptures with ``magnitude`` column. + :param mag_window: Total width of the magnitude window. + :returns: Filtered DataFrame of ruptures within the window. + """ rdf_lo = rup_df.loc[ rup_df.magnitude.values <= (eq.magnitude + mag_window / 2.0) ] @@ -228,6 +302,12 @@ def get_rups_in_mag_range(eq, rup_df, mag_window=1.0): def get_nearby_rups(eq, rup_df): # first find adjacent cells to pare down search space + """Finds ruptures in the earthquake's H3 cell and its immediate neighbors. + + :param eq: Earthquake row with ``cell_id``. + :param rup_df: DataFrame of ruptures with ``cell_id`` column. + :returns: Filtered DataFrame of nearby ruptures. + """ closest_cells = h3.grid_disk(eq.cell_id, 1) rups_nearby = rup_df.loc[rup_df.cell_id.isin(closest_cells)] @@ -252,6 +332,38 @@ def get_matching_rups( mag_rel_weight=1.0, ): # selection phase + """Finds and ranks modeled ruptures that match an observed earthquake. + + Matching is done in two phases: selection (nearby ruptures within a + magnitude window) and ranking (weighted geometric mean of distance, + magnitude, attitude, and rake likelihoods). If focal mechanism data is + available (single or double-couple), attitude and rake similarity are + included; otherwise, default likelihoods are used. + + :param eq: Earthquake row with location, magnitude, and optional focal + mechanism columns (``strike``, ``dip``, ``rake`` or + ``strike1``/``strike2`` etc.). + :param rup_gdf: GeoDataFrame of candidate ruptures. + :param distance_lambda: Distance decay parameter (scaled by magnitude + if ``dist_by_mag`` is True). + :param dist_by_mag: Scale distance decay by earthquake magnitude. + :param mag_window: Total width of the magnitude window for candidates. + :param group_return_threshold: Fraction of max likelihood below which + matches are discarded. + :param min_likelihood: Absolute minimum likelihood for a match. + :param no_attitude_default_like: Default attitude likelihood when no + focal mechanism is available. + :param no_rake_default_like: Default rake likelihood when no focal + mechanism is available. + :param use_occurrence_rate: Include occurrence rate in the ranking. + :param return_one: ``False`` to return all matches, ``"best"`` for the + top match, ``"sample"`` to sample weighted by likelihood. + :param attitude_rel_weight: Relative weight for attitude similarity. + :param rake_rel_weight: Relative weight for rake similarity. + :param mag_rel_weight: Relative weight for magnitude similarity. + :returns: DataFrame of matching ruptures (or Series if ``return_one``), + or ``None`` if no matches found. + """ rups = get_nearby_rups(eq, rup_df=rup_gdf) rups = get_rups_in_mag_range(eq, rup_df=rups, mag_window=mag_window) @@ -473,6 +585,22 @@ def match_eqs_to_rups( return_one="best", parallel=False, ): + """Matches all earthquakes in a catalog to their best-matching modeled + ruptures using :func:`get_matching_rups`. + + :param eq_gdf: GeoDataFrame of observed earthquakes. + :param rup_gdf: GeoDataFrame of modeled ruptures. + :param distance_lambda: Distance decay parameter. + :param dist_by_mag: Scale distance decay by earthquake magnitude. + :param mag_window: Magnitude window for candidate ruptures. + :param group_return_threshold: Fraction of max likelihood threshold. + :param no_attitude_default_like: Default attitude likelihood. + :param no_rake_default_like: Default rake likelihood. + :param use_occurrence_rate: Include occurrence rate in ranking. + :param return_one: ``"best"``, ``"sample"``, or ``False``. + :param parallel: Use multiprocessing (currently disabled). + :returns: List of match results (DataFrames or None) per earthquake. + """ match_rup_args = ( ( eq, @@ -519,6 +647,14 @@ def rupture_matching_eval_fn( return_one="best", parallel=False, ): + """Runs the rupture matching evaluation, matching all observed earthquakes + to modeled ruptures and collecting matched/unmatched results. + + :param rup_gdf: GeoDataFrame of modeled ruptures. + :param eq_gdf: GeoDataFrame of observed earthquakes. + :returns: Dict with ``matched_rups`` DataFrame and ``unmatched_eqs`` + DataFrame. + """ match_results = match_eqs_to_rups( eq_gdf, rup_gdf, @@ -572,5 +708,6 @@ def rupture_matching_eval_fn( def get_closest_rupture(eq, rupture_df): + """Returns the rupture closest to the given earthquake in 3D distance.""" dists = get_distances(eq, rupture_df) return rupture_df.iloc[dists.argmin()] diff --git a/openquake/hme/model_test_frameworks/gem/gem_tests.py b/openquake/hme/model_test_frameworks/gem/gem_tests.py index d6dec4e..52168d8 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/gem_tests.py @@ -208,6 +208,9 @@ def L_test( def N_test(cfg: dict, input_data: dict) -> dict: + """GEM N-Test: compares the total observed earthquake count to the number + predicted by the model using a Poisson confidence interval. + """ logging.info("Running N-Test") test_config = cfg["config"]["model_framework"]["gem"]["N_test"] @@ -257,6 +260,9 @@ def N_test(cfg: dict, input_data: dict) -> dict: def max_mag_check(cfg: dict, input_data: dict): + """Checks whether the model can produce earthquakes as large as the largest + observed earthquake in each spatial cell. + """ logging.info("Checking Maximum Magnitudes") max_bin_check_results = max_check(cfg, input_data, framework="gem") @@ -282,6 +288,9 @@ def max_mag_check(cfg: dict, input_data: dict): def model_mfd_eval(cfg, input_data): + """Compares the total model MFD to the observed MFD from the earthquake + catalog, producing incremental and cumulative MFD data for reporting. + """ logging.info("Running GEM Model MFD Eval") mag_bins = get_mag_bins_from_cfg(cfg) completeness_table = cfg["input"]["seis_catalog"].get("completeness_table") @@ -316,6 +325,9 @@ def model_mfd_eval(cfg, input_data): def moment_over_under_eval(cfg, input_data): + """Compares observed vs. stochastic seismic moment release per cell and + in total, to highlight areas of over- or under-prediction. + """ logging.info("Running GEM Moment Over-Under Eval") test_config = cfg["config"]["model_framework"]["gem"]["moment_over_under"] @@ -374,6 +386,9 @@ def moment_over_under_eval(cfg, input_data): def rupture_matching_eval(cfg, input_data): + """Matches observed earthquakes to modeled ruptures based on proximity, + magnitude, and (optionally) focal mechanism similarity. + """ logging.info("Running GEM Rupture Matching Eval") test_config = cfg["config"]["model_framework"]["gem"][ @@ -431,11 +446,15 @@ def rupture_matching_eval(cfg, input_data): def mfd_likelihood_test(cfg, input_data): + """.. deprecated:: Use ``M_test``, ``S_test``, and ``L_test`` instead.""" logging.warning("GEM Likelihood test deprecated") return def cumulative_occurrence_eval(cfg, input_data): + """Evaluates cumulative earthquake occurrence over time for each magnitude + bin, comparing the observed temporal pattern to the model rate. + """ logging.info("Running GEM Cumultive Earthquake Occurrence Eval") eqs = input_data["eq_gdf"] @@ -482,6 +501,9 @@ def cumulative_occurrence_eval(cfg, input_data): def catalog_ground_motion_eval(cfg, input_data): + """Compares observed ground motions from a flatfile with model-predicted + ground motions. Requires ``input.flatfile`` in the configuration. + """ logging.info("Evaluate GMCs against catalogue EQs") test_config = cfg["config"]["model_framework"]["gem"][ From aef928bac8dcd8703da86d9920fd646021990208 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 20:37:31 +0200 Subject: [PATCH 17/26] restore other docstrings --- openquake/hme/model_test_frameworks/gem/gem_tests.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_tests.py b/openquake/hme/model_test_frameworks/gem/gem_tests.py index 52168d8..388254f 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/gem_tests.py @@ -114,7 +114,10 @@ def S_test( cfg: dict, input_data: dict, ) -> dict: - """""" + """GEM S-Test: evaluates the spatial consistency of the model by comparing + per-cell likelihoods of the observed catalog against stochastic catalogs. + Highlights cells where the model over- or under-predicts seismicity. + """ logging.info("Running GEM S-Test") mag_bins = get_mag_bins_from_cfg(cfg) @@ -165,7 +168,9 @@ def L_test( cfg: dict, input_data: dict, ) -> dict: - """""" + """GEM L-Test: joint likelihood test combining spatial and magnitude + information to evaluate overall model consistency. + """ logging.info("Running GEM L-Test") mag_bins = get_mag_bins_from_cfg(cfg) From 752451aabf0f4708dc2208adaca9030fab0ece1a Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 20:48:54 +0200 Subject: [PATCH 18/26] cleanup --- .../gem/gem_test_functions.py | 35 +++++++++++-------- 1 file changed, 20 insertions(+), 15 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py index 0d9c8a7..4cf038d 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_test_functions.py +++ b/openquake/hme/model_test_frameworks/gem/gem_test_functions.py @@ -14,7 +14,6 @@ sample_rups, get_model_mfd, get_obs_mfd, - strike_dip_to_norm_vec, angles_between_plane_and_planes, angles_between_rake_and_rakes, ) @@ -23,7 +22,8 @@ def get_rupture_gdf_cell_moment(rupture_gdf, t_yrs, rup_groups=None): - """Computes the expected seismic moment per spatial cell and total, given + """ + omputes the expected seismic moment per spatial cell and total, given rupture occurrence rates scaled by duration. :param rupture_gdf: GeoDataFrame of ruptures with ``magnitude``, @@ -52,7 +52,8 @@ def get_rupture_gdf_cell_moment(rupture_gdf, t_yrs, rup_groups=None): def get_catalog_moment(eq_df, eq_groups=None): - """Computes the total seismic moment per spatial cell and overall from an + """ + Computes the total seismic moment per spatial cell and overall from an earthquake catalog. :param eq_df: GeoDataFrame of earthquakes with ``magnitude`` and @@ -75,7 +76,8 @@ def get_catalog_moment(eq_df, eq_groups=None): def moment_over_under_eval_fn( rup_df, eq_gdf, cell_groups, t_yrs, min_mag=1.0, max_mag=10.0, n_iters=1000 ): - """Compares observed seismic moment release to stochastic moment release + """ + Compares observed seismic moment release to stochastic moment release from the model, per cell and in total. Generates ``n_iters`` stochastic catalogs by sampling ruptures, computes @@ -169,7 +171,8 @@ def model_mfd_eval_fn( stop_date=None, ): - """Computes and compares model and observed magnitude-frequency + """ + Computes and compares model and observed magnitude-frequency distributions. :param rup_gdf: GeoDataFrame of ruptures. @@ -224,7 +227,8 @@ def model_mfd_eval_fn( def get_moment_from_mfd(mfd: dict) -> float: - """Calculates total seismic moment from an MFD dictionary. + """ + Calculates total seismic moment from an MFD dictionary. :param mfd: Dict mapping magnitude bin centers to rates. :returns: Total seismic moment (N*m). @@ -244,7 +248,8 @@ def _get_moment_from_mfd_dict(mfd: dict) -> float: def mag_diff_likelihood(eq_mag, rup_mags, mag_window=1.0): - """Calculates a linear likelihood based on the magnitude difference + """ + Calculates a linear likelihood based on the magnitude difference between an earthquake and candidate ruptures. :param eq_mag: Observed earthquake magnitude. @@ -263,9 +268,8 @@ def mag_diff_likelihood(eq_mag, rup_mags, mag_window=1.0): def get_distances(eq, rup_gdf): - # this assumes we want 3d distance instead of separate treatment - # of h, v dists - """Calculates 3D distances between an earthquake and a set of ruptures. + """ + Calculates 3D distances between an earthquake and a set of ruptures. :param eq: Earthquake row with ``longitude``, ``latitude``, ``depth``. :param rup_gdf: GeoDataFrame of ruptures with the same columns. @@ -283,7 +287,8 @@ def get_distances(eq, rup_gdf): def get_rups_in_mag_range(eq, rup_df, mag_window=1.0): - """Filters ruptures to those within a magnitude window of the earthquake. + """ + Filters ruptures to those within a magnitude window of the earthquake. :param eq: Earthquake row with ``magnitude``. :param rup_df: DataFrame of ruptures with ``magnitude`` column. @@ -301,8 +306,8 @@ def get_rups_in_mag_range(eq, rup_df, mag_window=1.0): def get_nearby_rups(eq, rup_df): - # first find adjacent cells to pare down search space - """Finds ruptures in the earthquake's H3 cell and its immediate neighbors. + """ + Finds ruptures in the earthquake's H3 cell and its immediate neighbors. :param eq: Earthquake row with ``cell_id``. :param rup_df: DataFrame of ruptures with ``cell_id`` column. @@ -331,8 +336,8 @@ def get_matching_rups( rake_rel_weight=0.25, mag_rel_weight=1.0, ): - # selection phase - """Finds and ranks modeled ruptures that match an observed earthquake. + """ + Finds and ranks modeled ruptures that match an observed earthquake. Matching is done in two phases: selection (nearby ruptures within a magnitude window) and ranking (weighted geometric mean of distance, From a6bbc381dbecb3495314ec8d6bbec042d19e352d Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 21:00:37 +0200 Subject: [PATCH 19/26] upd --- .../model_test_frameworks/gem/gem_tests.py | 49 +++++++++---------- 1 file changed, 24 insertions(+), 25 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/gem_tests.py b/openquake/hme/model_test_frameworks/gem/gem_tests.py index 388254f..99cf3f6 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/gem_tests.py @@ -1,9 +1,6 @@ import logging -from typing import Optional - import numpy as np -import pandas as pd -from geopandas import GeoDataFrame + from openquake.hme.utils import ( get_mag_bins_from_cfg, @@ -11,20 +8,16 @@ get_mag_year_from_comp_table, get_model_mfd, ) +from openquake.hme.utils.gmm_utils import evaluate_gmc + from ..sanity.sanity_checks import max_check from .gem_test_functions import ( - # get_stochastic_mfd, - # get_stochastic_mfds_parallel, - # eval_obs_moment, - # eval_obs_moment_model, model_mfd_eval_fn, moment_over_under_eval_fn, rupture_matching_eval_fn, ) -from openquake.hme.utils.gmm_utils import evaluate_gmc - from ..relm.relm_tests import ( n_test_function, s_test_function, @@ -32,8 +25,6 @@ l_test_function, ) -from .gem_stats import calc_mfd_log_likelihood_independent - def M_test( cfg, @@ -114,7 +105,8 @@ def S_test( cfg: dict, input_data: dict, ) -> dict: - """GEM S-Test: evaluates the spatial consistency of the model by comparing + """ + GEM S-Test: evaluates the spatial consistency of the model by comparing per-cell likelihoods of the observed catalog against stochastic catalogs. Highlights cells where the model over- or under-predicts seismicity. """ @@ -168,7 +160,8 @@ def L_test( cfg: dict, input_data: dict, ) -> dict: - """GEM L-Test: joint likelihood test combining spatial and magnitude + """ + GEM L-Test: joint likelihood test combining spatial and magnitude information to evaluate overall model consistency. """ logging.info("Running GEM L-Test") @@ -213,7 +206,8 @@ def L_test( def N_test(cfg: dict, input_data: dict) -> dict: - """GEM N-Test: compares the total observed earthquake count to the number + """ + GEM N-Test: compares the total observed earthquake count to the number predicted by the model using a Poisson confidence interval. """ logging.info("Running N-Test") @@ -265,7 +259,8 @@ def N_test(cfg: dict, input_data: dict) -> dict: def max_mag_check(cfg: dict, input_data: dict): - """Checks whether the model can produce earthquakes as large as the largest + """ + Checks whether the model can produce earthquakes as large as the largest observed earthquake in each spatial cell. """ logging.info("Checking Maximum Magnitudes") @@ -293,7 +288,8 @@ def max_mag_check(cfg: dict, input_data: dict): def model_mfd_eval(cfg, input_data): - """Compares the total model MFD to the observed MFD from the earthquake + """ + Compares the total model MFD to the observed MFD from the earthquake catalog, producing incremental and cumulative MFD data for reporting. """ logging.info("Running GEM Model MFD Eval") @@ -330,7 +326,8 @@ def model_mfd_eval(cfg, input_data): def moment_over_under_eval(cfg, input_data): - """Compares observed vs. stochastic seismic moment release per cell and + """ + Compares observed vs. stochastic seismic moment release per cell and in total, to highlight areas of over- or under-prediction. """ logging.info("Running GEM Moment Over-Under Eval") @@ -391,7 +388,8 @@ def moment_over_under_eval(cfg, input_data): def rupture_matching_eval(cfg, input_data): - """Matches observed earthquakes to modeled ruptures based on proximity, + """ + Matches observed earthquakes to modeled ruptures based on proximity, magnitude, and (optionally) focal mechanism similarity. """ logging.info("Running GEM Rupture Matching Eval") @@ -451,13 +449,16 @@ def rupture_matching_eval(cfg, input_data): def mfd_likelihood_test(cfg, input_data): - """.. deprecated:: Use ``M_test``, ``S_test``, and ``L_test`` instead.""" + """ + Deprecated:: Use ``M_test``, ``S_test``, and ``L_test`` instead. + """ logging.warning("GEM Likelihood test deprecated") return def cumulative_occurrence_eval(cfg, input_data): - """Evaluates cumulative earthquake occurrence over time for each magnitude + """ + Evaluates cumulative earthquake occurrence over time for each magnitude bin, comparing the observed temporal pattern to the model rate. """ logging.info("Running GEM Cumultive Earthquake Occurrence Eval") @@ -505,8 +506,8 @@ def cumulative_occurrence_eval(cfg, input_data): def catalog_ground_motion_eval(cfg, input_data): - - """Compares observed ground motions from a flatfile with model-predicted + """ + Compares observed ground motions from a flatfile with model-predicted ground motions. Requires ``input.flatfile`` in the configuration. """ logging.info("Evaluate GMCs against catalogue EQs") @@ -515,8 +516,6 @@ def catalog_ground_motion_eval(cfg, input_data): "catalog_ground_motion_eval" ] - match_rups = test_config.get("match_rups", False) - test_config = deep_update(rup_match_default_params, test_config) gmm_comparisons = evaluate_gmc(test_config, input_data) From 6c816ad77fd2abdf89bf086cf9d813af31b46554 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 21:44:06 +0200 Subject: [PATCH 20/26] improve test --- .../example_configs/reference_config.yml | 4 +- .../model_test_frameworks/gem_tests.rst | 2 +- doc_src/source/yaml_config_file.rst | 2 +- openquake/hme/core/core.py | 2 +- .../model_test_frameworks/gem/gem_tests.py | 18 +++---- .../gem/unit_tests/test_gem_tests.py | 54 +++++-------------- openquake/hme/reporting/reporting.py | 14 ++--- openquake/hme/utils/io/source_reader.py | 4 +- openquake/hme/utils/validate_inputs.py | 24 +++++++++ 9 files changed, 58 insertions(+), 66 deletions(-) diff --git a/doc_src/source/example_configs/reference_config.yml b/doc_src/source/example_configs/reference_config.yml index c572118..b7be927 100644 --- a/doc_src/source/example_configs/reference_config.yml +++ b/doc_src/source/example_configs/reference_config.yml @@ -132,7 +132,7 @@ config: # Catalog Ground Motion Evaluation # Compares observed ground motions from a flatfile with model predictions. # Requires a flatfile to be specified under input. - catalog_ground_motion_eval: + gmc_eval: match_rups: False # [optional] Match ruptures to earthquakes # before ground motion comparison # gmf_method: ground_motion_fields # [optional] Method for ground @@ -266,7 +266,7 @@ input: # ------------------------------------------------------------------------- # Flatfile for ground motion evaluation [optional] - # Required for catalog_ground_motion_eval test. + # Required for gmc_eval test. # ------------------------------------------------------------------------- flatfile: path/to/flatfile.csv diff --git a/doc_src/source/model_test_frameworks/gem_tests.rst b/doc_src/source/model_test_frameworks/gem_tests.rst index c0c7c16..6c0281b 100644 --- a/doc_src/source/model_test_frameworks/gem_tests.rst +++ b/doc_src/source/model_test_frameworks/gem_tests.rst @@ -272,7 +272,7 @@ Takes no configuration parameters (use ``{}``). .. _gem-catalog-ground-motion-eval: -Catalog Ground Motion Evaluation (``catalog_ground_motion_eval``) +Catalog Ground Motion Evaluation (``gmc_eval``) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Compares observed ground motions from a flatfile with model predictions. This diff --git a/doc_src/source/yaml_config_file.rst b/doc_src/source/yaml_config_file.rst index 2833309..eaf9d33 100644 --- a/doc_src/source/yaml_config_file.rst +++ b/doc_src/source/yaml_config_file.rst @@ -329,7 +329,7 @@ Flatfile (``flatfile``) ----------------------- Path to a ground motion flatfile (CSV). Required for the -``catalog_ground_motion_eval`` evaluation. Specified at the ``input`` level. +``gmc_eval`` evaluation. Specified at the ``input`` level. .. code-block:: yaml diff --git a/openquake/hme/core/core.py b/openquake/hme/core/core.py index a6b4833..26f8c27 100644 --- a/openquake/hme/core/core.py +++ b/openquake/hme/core/core.py @@ -274,7 +274,7 @@ def load_ruptures_from_file(cfg: dict): def needs_gsim_lt(cfg: dict): - gsim_test_list = ["catalog_ground_motion_eval"] + gsim_test_list = ["gmc_eval"] needs_gsim = False if "gem" in cfg["config"]["model_framework"]: diff --git a/openquake/hme/model_test_frameworks/gem/gem_tests.py b/openquake/hme/model_test_frameworks/gem/gem_tests.py index 99cf3f6..cc1c140 100644 --- a/openquake/hme/model_test_frameworks/gem/gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/gem_tests.py @@ -505,21 +505,19 @@ def cumulative_occurrence_eval(cfg, input_data): } -def catalog_ground_motion_eval(cfg, input_data): +def gmc_eval(cfg, input_data): """ Compares observed ground motions from a flatfile with model-predicted - ground motions. Requires ``input.flatfile`` in the configuration. + ground motions. + + Requires ``input.flatfile`` in the configuration. """ - logging.info("Evaluate GMCs against catalogue EQs") - - test_config = cfg["config"]["model_framework"]["gem"][ - "catalog_ground_motion_eval" - ] + logging.info("Evaluate model GMCs against provided flatfile") + test_config = cfg["config"]["model_framework"]["gem"]["gmc_eval"] test_config = deep_update(rup_match_default_params, test_config) - gmm_comparisons = evaluate_gmc(test_config, input_data) - return {"gmm_comparisons": gmm_comparisons} + return evaluate_gmc(test_config, input_data) gem_test_dict = { @@ -533,5 +531,5 @@ def catalog_ground_motion_eval(cfg, input_data): "L_test": L_test, "rupture_matching_eval": rupture_matching_eval, "cumulative_occurrence_eval": cumulative_occurrence_eval, - "catalog_ground_motion_eval": catalog_ground_motion_eval, + "gmc_eval": gmc_eval, } diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py index 56b2505..38b5a48 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py @@ -5,7 +5,6 @@ import pandas as pd from copy import deepcopy -from openquake.hazardlib.logictree import GsimLogicTree from openquake.smt.residuals.gmpe_residuals import Residuals from openquake.hme.model_test_frameworks.gem.gem_tests import ( @@ -16,10 +15,9 @@ max_mag_check, model_mfd_eval, rupture_matching_eval, + gmc_eval, ) -from openquake.hme.core.core import load_ruptures_from_ssm -from openquake.hme.utils.gmm_utils import evaluate_gmc -from openquake.hme.utils.io.io import load_flatfile +from openquake.hme.core.core import load_inputs from openquake.hme.utils.tests.load_sm1 import cfg, input_data TEST_DATA_DIR = os.path.join(os.path.dirname(__file__), "test_data") @@ -565,49 +563,20 @@ class test_evaluate_gmc(unittest.TestCase): events considered in sm1 test ssc). """ def setUp(self): - # Reload ruptures with return_trt=True - gmc_cfg = deepcopy(cfg) - gmc_cfg["input"]["return_trt"] = True # Need the TRTs for GMC evaluation - rupture_gdf, _ = load_ruptures_from_ssm(gmc_cfg) - - self.input_data = input_data.copy() - self.input_data["rupture_gdf"] = rupture_gdf - self.input_data["cell_groups"] = rupture_gdf.groupby("cell_id") - - # Load synthetic flatfile - flatfile_path = os.path.join( + self.cfg = deepcopy(cfg) + # Add the required keys for telling hamlet to perform gmc evaluation + self.cfg["input"]["flatfile"] = os.path.join( TEST_DATA_DIR, "gem_global_flatfile_fake_test_data.csv" ) - eq_gm_df, gm_df = load_flatfile( - flatfile_path, - min_mag=6.0, - max_mag=7.5, - h3_res=3, - ) - self.input_data["eq_gm_df"] = eq_gm_df - self.input_data["gm_df"] = gm_df - - # Load GSIM logic tree - gsim_lt = GsimLogicTree(os.path.join(TEST_DATA_DIR, "gmmLT.xml")) - self.input_data["gsim_lt"] = gsim_lt - - self.test_config = { - "distance_lambda": 1.0, - "mag_window": 1.0, - "group_return_threshold": 0.9, - "min_likelihood": 0.1, - "no_attitude_default_like": 0.5, - "no_rake_default_like": 0.5, - "use_occurrence_rate": False, - "return_one": "best", - "parallel": False, - "match_rups": False, + self.cfg["config"]["model_framework"]["gem"]["gmc_eval"] = { + "rups_from_flatfile": True, "output_dir": os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots"), } + self.input_data = load_inputs(self.cfg) def test_evaluate_gmc_runs(self): # Get residuals per TRT we have data for - results = evaluate_gmc(self.test_config, self.input_data) + results = gmc_eval(self.cfg, self.input_data) # Each value should be an SMT Residuals object for trt, residuals in results.items(): # Only 1 TRT in sm1 (ASCR) @@ -615,7 +584,8 @@ def test_evaluate_gmc_runs(self): self.assertIsInstance(residuals, Residuals) # Check some plots exist for each TRT - output_dir = self.test_config["output_dir"] + output_dir = self.cfg[ + "config"]["model_framework"]["gem"]["gmc_eval"]["output_dir"] self.assertTrue(os.path.isdir(output_dir)) for trt in results: trt_dir = os.path.join(output_dir, trt.replace(" ", "_")) @@ -626,7 +596,7 @@ def test_evaluate_gmc_runs(self): self.assertGreater( len(png_files), 0, f"No plot files in {trt_dir}" ) - + breakpoint() def tearDown(self): output_dir = os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots") if os.path.isdir(output_dir): diff --git a/openquake/hme/reporting/reporting.py b/openquake/hme/reporting/reporting.py index ea3abfc..903711a 100644 --- a/openquake/hme/reporting/reporting.py +++ b/openquake/hme/reporting/reporting.py @@ -245,8 +245,8 @@ def render_result_text( env=env, cfg=cfg, results=results ) - if "catalog_ground_motion_eval" in results["gem"].keys(): - render_catalog_ground_motion_eval( + if "gmc_eval" in results["gem"].keys(): + render_gmc_eval( env=env, cfg=cfg, results=results ) @@ -610,14 +610,14 @@ def render_cumulative_occurrence_eval( ) -def render_catalog_ground_motion_eval( +def render_gmc_eval( env: Environment, cfg: dict, results: dict ): - eval_results = results["gem"]["catalog_ground_motion_eval"]["val"] + eval_results = results["gem"]["gmc_eval"]["val"] # Get save_plot parameter from config test_config = cfg["config"]["model_framework"]["gem"][ - "catalog_ground_motion_eval" + "gmc_eval" ] save_plot = test_config.get("save_plot", False) @@ -632,8 +632,8 @@ def render_catalog_ground_motion_eval( if plot: res_plots[trt].append(plot) - cat_gm_template = env.get_template("catalog_ground_motion_eval.html") + cat_gm_template = env.get_template("gmc_eval.html") - results["gem"]["catalog_ground_motion_eval"]["rendered_text"] = ( + results["gem"]["gmc_eval"]["rendered_text"] = ( cat_gm_template.render(res_plots=res_plots) ) diff --git a/openquake/hme/utils/io/source_reader.py b/openquake/hme/utils/io/source_reader.py index d56da92..b2f2b71 100644 --- a/openquake/hme/utils/io/source_reader.py +++ b/openquake/hme/utils/io/source_reader.py @@ -342,7 +342,7 @@ def make_job_ini( sites_file: Optional[str] = None, ): ssm_lt_path = os.path.join(base_dir, lt_file) - # gmm_lt_path = os.path.join(base_dir, gmm_lt_file) + gmm_lt_path = os.path.join(base_dir, gmm_lt_file) job_ini_params = { "general": { "calculation_mode": "preclassical", @@ -355,7 +355,6 @@ def make_job_ini( "maximum_distance": 200, "investigation_time": 1.0, "source_model_logic_tree": ssm_lt_path, - # "gsim_logic_tree": gmm_lt_path, "ground_motion_fields": False, "truncation_level": 3.0, "intensity_measure_types_and_levels": {"PGA": [0.5]}, @@ -376,6 +375,7 @@ def make_job_ini( job_ini_params_flat["inputs"] = { "job_ini": "", "source_model_logic_tree": str(ssm_lt_path), + "gsim_logic_tree": str(gmm_lt_path), } if sites_file: diff --git a/openquake/hme/utils/validate_inputs.py b/openquake/hme/utils/validate_inputs.py index 84183a7..aab037c 100644 --- a/openquake/hme/utils/validate_inputs.py +++ b/openquake/hme/utils/validate_inputs.py @@ -1,3 +1,4 @@ +import os import pathlib import dateutil import datetime @@ -11,6 +12,7 @@ def validate_cfg(cfg: dict) -> None: check_fix_seis_catalog(cfg["input"]["seis_catalog"]) convert_deprecated_parameters(cfg) check_branch_config(cfg) + check_flatfile_requires_gmm_lt(cfg) def check_branch_config(cfg: dict) -> None: @@ -22,6 +24,28 @@ def check_branch_config(cfg: dict) -> None: ) +def check_flatfile_requires_gmm_lt(cfg: dict) -> None: + if "flatfile" not in cfg["input"]: + return + + # Get the ssm key of the config + ssm_cfg = cfg["input"]["ssm"] + + # If specifying a job file instead of SSC + SSC LT + # then gsim_lt will be in there so return + if ssm_cfg.get("job_ini_file") is not None: + return + + # Otherwise need to make sure a gmmLT is in the ssm_dir + gmm_lt_path = os.path.join(ssm_cfg["ssm_dir"], "gmmLT.xml") + if not os.path.isfile(gmm_lt_path): + raise FileNotFoundError( + f"A flatfile is specified but no GMM logic tree file found at " + f"'{gmm_lt_path}'. A gmmLT.xml file must be present in the " + f"ssm_dir when using ground motion evaluation." + ) + + def check_fix_seis_catalog(seis_cat_cfg) -> None: if not seis_cat_cfg.get("completeness_table"): get_date_parameters(seis_cat_cfg) From c94a23b65c6db82ab221dc07265518b3ba333ab3 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 21:45:17 +0200 Subject: [PATCH 21/26] clean up test --- .../model_test_frameworks/gem/unit_tests/test_gem_tests.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py index 38b5a48..dd90699 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py @@ -564,6 +564,7 @@ class test_evaluate_gmc(unittest.TestCase): """ def setUp(self): self.cfg = deepcopy(cfg) + # Add the required keys for telling hamlet to perform gmc evaluation self.cfg["input"]["flatfile"] = os.path.join( TEST_DATA_DIR, "gem_global_flatfile_fake_test_data.csv" @@ -572,6 +573,8 @@ def setUp(self): "rups_from_flatfile": True, "output_dir": os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots"), } + + # Load the config self.input_data = load_inputs(self.cfg) def test_evaluate_gmc_runs(self): @@ -596,7 +599,7 @@ def test_evaluate_gmc_runs(self): self.assertGreater( len(png_files), 0, f"No plot files in {trt_dir}" ) - breakpoint() + def tearDown(self): output_dir = os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots") if os.path.isdir(output_dir): From 02164cf2dfebaa181009acd284062674b9b09726 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 22:17:06 +0200 Subject: [PATCH 22/26] improve tests for gmc render --- .../model_test_frameworks/gem_tests.rst | 39 +++-- .../gem/unit_tests/test_gem_tests.py | 31 +++- openquake/hme/reporting/reporting.py | 29 ++-- .../templates/catalog_ground_motion_eval.html | 9 - .../hme/reporting/templates/gmc_eval.html | 11 ++ openquake/hme/utils/plots.py | 161 ------------------ 6 files changed, 75 insertions(+), 205 deletions(-) delete mode 100644 openquake/hme/reporting/templates/catalog_ground_motion_eval.html create mode 100644 openquake/hme/reporting/templates/gmc_eval.html diff --git a/doc_src/source/model_test_frameworks/gem_tests.rst b/doc_src/source/model_test_frameworks/gem_tests.rst index 6c0281b..62e488a 100644 --- a/doc_src/source/model_test_frameworks/gem_tests.rst +++ b/doc_src/source/model_test_frameworks/gem_tests.rst @@ -272,25 +272,32 @@ Takes no configuration parameters (use ``{}``). .. _gem-catalog-ground-motion-eval: -Catalog Ground Motion Evaluation (``gmc_eval``) +Ground-Motion Characterisation Evaluation (``gmc_eval``) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -Compares observed ground motions from a flatfile with model predictions. This -requires a flatfile to be specified under ``input.flatfile`` in the -configuration. +Compares observed ground motions from a flatfile with predictions from the +ground-motion models (GMMs) in the GSIM logic tree. Each earthquake in the +flatfile is assigned to a tectonic region type (TRT) using the matched rupture +(i.e., one that is above a statistical threshold) or as a fallback the nearest +rupture instead. Then, residuals are computed for each TRT using the corresponding +GMMs. + +Residual plots (histograms, magnitude/distance/Vs30 trends, and a summary period +plot) are saved as PNGs and embedded in the HTML report. + +Requires a flatfile to be specified under ``input.flatfile`` and a ``gmmLT.xml`` +file to be present in the ``ssm_dir``. Parameters: ``match_rups`` - Optional. If ``True``, match earthquakes to model ruptures before computing - ground motion comparisons; if ``False``, then new ruptures are generated - based on the earthquake information in the flatfile. If ruptures are - matched, it provides a better understanding of whether the model is - reproducing the ground motions from specific earthquakes, and the - confidence with which an earthquake is assigned to a tectonic region type - is much higher (as the best-matching rupture will already have one - defined). Default: ``False``. - -``gmf_method`` - Optional. Method for ground motion calculation. Default: - ``"ground_motion_fields"``. + Optional. If ``True``, match earthquakes to model ruptures before assigning + TRTs; matched ruptures provide higher confidence in TRT assignment. + If ``False`` (default), all earthquakes are treated as unmatched and each + is assigned the TRT of the closest model rupture. Default: ``False``. + +``output_dir`` + Optional. Directory where per-TRT residual plot PNGs are saved. Each TRT + gets a subdirectory with per-GMM subfolders. Default: + ``"gm_residual_plots"``. + diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py index dd90699..11ac9ad 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py @@ -18,6 +18,7 @@ gmc_eval, ) from openquake.hme.core.core import load_inputs +from openquake.hme.reporting.reporting import _init_env, render_gmc_eval from openquake.hme.utils.tests.load_sm1 import cfg, input_data TEST_DATA_DIR = os.path.join(os.path.dirname(__file__), "test_data") @@ -563,6 +564,10 @@ class test_evaluate_gmc(unittest.TestCase): events considered in sm1 test ssc). """ def setUp(self): + """ + Setup the test by adding the flatfile key and configuring the gmc evaluation + parameters. + """ self.cfg = deepcopy(cfg) # Add the required keys for telling hamlet to perform gmc evaluation @@ -578,6 +583,9 @@ def setUp(self): self.input_data = load_inputs(self.cfg) def test_evaluate_gmc_runs(self): + """ + Run the GMC evaluation with the updated config. + """ # Get residuals per TRT we have data for results = gmc_eval(self.cfg, self.input_data) @@ -586,19 +594,28 @@ def test_evaluate_gmc_runs(self): self.assertIsInstance(trt, str) self.assertIsInstance(residuals, Residuals) - # Check some plots exist for each TRT + # Check some plots exist for each TRT (also checked below in render test) output_dir = self.cfg[ "config"]["model_framework"]["gem"]["gmc_eval"]["output_dir"] self.assertTrue(os.path.isdir(output_dir)) for trt in results: trt_dir = os.path.join(output_dir, trt.replace(" ", "_")) - self.assertTrue( - os.path.isdir(trt_dir), f"Missing TRT directory: {trt_dir}" - ) + self.assertTrue(os.path.isdir(trt_dir), f"Missing TRT directory: {trt_dir}") png_files = [f for f in os.listdir(trt_dir) if f.endswith(".png")] - self.assertGreater( - len(png_files), 0, f"No plot files in {trt_dir}" - ) + self.assertGreater(len(png_files), 0, f"No plot files in {trt_dir}") + + def test_render_gmc_eval(self): + """ + Check that the results can be rendered correctly as a html. + """ + results = {"gem": {"gmc_eval": {"val": gmc_eval(self.cfg, self.input_data)}}} + render_gmc_eval(_init_env(), self.cfg, results) + + # Export it to a local HTML for checks + html_path = os.path.join(TEST_DATA_DIR, "_test_gmc_report.html") + with open(html_path, "w") as f: + f.write(f"{results['gem']['gmc_eval']['' \ + 'rendered_text']}") def tearDown(self): output_dir = os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots") diff --git a/openquake/hme/reporting/reporting.py b/openquake/hme/reporting/reporting.py index 903711a..31ef5e9 100644 --- a/openquake/hme/reporting/reporting.py +++ b/openquake/hme/reporting/reporting.py @@ -6,6 +6,7 @@ import os import json import logging +import base64 from typing import Optional from xml.parsers.expat import model @@ -30,8 +31,6 @@ plot_eqs_by_mag_time, prepare_eqs_by_mag_time_for_d3, prepare_rup_match_data_for_d3, - plot_PGA_distance, - plot_PGA_scatter, ) from openquake.hme.utils.utils import breakpoint @@ -615,22 +614,28 @@ def render_gmc_eval( ): eval_results = results["gem"]["gmc_eval"]["val"] - # Get save_plot parameter from config test_config = cfg["config"]["model_framework"]["gem"][ "gmc_eval" ] - save_plot = test_config.get("save_plot", False) + output_dir = test_config.get("output_dir", "gm_residual_plots") res_plots = {} - for trt, gmm_comp in eval_results["gmm_comparisons"].items(): - res_plots[trt] = [] - plot = plot_PGA_distance(gmm_comp, trt, save_fig=save_plot) - if plot: - res_plots[trt].append(plot) - plot = plot_PGA_scatter(gmm_comp, trt, save_fig=save_plot) - if plot: - res_plots[trt].append(plot) + for trt in eval_results: + trt_dir = os.path.join(output_dir, trt.replace(" ", "_")) + trt_plots = [] + if os.path.isdir(trt_dir): + for root, dirs, files in os.walk(trt_dir): + for fname in sorted(files): + if fname.endswith(".png"): + fpath = os.path.join(root, fname) + with open(fpath, "rb") as f: + b64 = base64.b64encode(f.read()).decode("utf-8") + trt_plots.append({ + "name": fname, + "data": b64, + }) + res_plots[trt] = trt_plots cat_gm_template = env.get_template("gmc_eval.html") diff --git a/openquake/hme/reporting/templates/catalog_ground_motion_eval.html b/openquake/hme/reporting/templates/catalog_ground_motion_eval.html deleted file mode 100644 index ff90c15..0000000 --- a/openquake/hme/reporting/templates/catalog_ground_motion_eval.html +++ /dev/null @@ -1,9 +0,0 @@ -

Observed vs Predicted Ground Motions

- -{% for trt, plots in res_plots.items(): %} -

{{ trt }}

-{% for plot in plots %} -{{ plot }} -{% endfor %} -{% endfor %} -

QED

\ No newline at end of file diff --git a/openquake/hme/reporting/templates/gmc_eval.html b/openquake/hme/reporting/templates/gmc_eval.html new file mode 100644 index 0000000..06401ee --- /dev/null +++ b/openquake/hme/reporting/templates/gmc_eval.html @@ -0,0 +1,11 @@ +

Observed vs Predicted Ground Motions

+ +{% for trt, plots in res_plots.items() %} +

{{ trt }}

+{% for plot in plots %} +
+{{ plot.name }} +

{{ plot.name }}

+
+{% endfor %} +{% endfor %} \ No newline at end of file diff --git a/openquake/hme/utils/plots.py b/openquake/hme/utils/plots.py index 7971f6e..1e1347a 100644 --- a/openquake/hme/utils/plots.py +++ b/openquake/hme/utils/plots.py @@ -1125,164 +1125,3 @@ def prepare_eqs_by_mag_time_for_d3(eqs_by_mag_time, model_mfd=None): d3_data["domainExtent"]["y"][1] += y_padding return d3_data, start_date, stop_date - - -def gmm_plots(): - pass - - -def plot_PGA_scatter( - gmm_results_trt, - trt="", - axes_type="loglog", - return_fig: bool = False, - return_string: bool = True, - save_fig: Union[bool, str] = False, -): - if len(gmm_results_trt.values()) == 0: - return - - elif len(gmm_results_trt.values()) == 1: # not sure if it works - res_df = pd.concat(gmm_results_trt.values(), axis=0) - else: - res_df = pd.concat(gmm_results_trt.values(), axis=0) - - mod_cols = [ - col - for col in res_df.columns - if (col[:4] == "PGA_") and (col != "PGA_obs") - ] - - num_rows = len(mod_cols) // 2 - if len(mod_cols) % 2 == 1: - num_rows += 1 - - fig, axs = plt.subplots( - nrows=num_rows, ncols=2, figsize=(12, 6 * num_rows) - ) - - axs = axs.ravel() - - for i, col in enumerate(mod_cols): - if axes_type == "loglog": - axs[i].set_yscale("log") - axs[i].set_xscale("log") - axs[i].set_aspect("equal") - axs[i].scatter(res_df.PGA_obs, res_df[col], label=col[4:], s=2) - axs[i].plot( - [ - min(res_df.PGA_obs.min(), res_df[col].min()) * 0.9, - max(res_df.PGA_obs.max(), res_df[col].max()) * 0.9, - ], - [ - min(res_df.PGA_obs.min(), res_df[col].min()) * 0.9, - max(res_df.PGA_obs.max(), res_df[col].max()) * 0.9, - ], - "k--", - lw=0.5, - label="1:1", - ) - axs[i].legend(loc="best") - axs[i].set_xlabel("obs PGA (g)") - axs[i].set_ylabel("model PGA (g)") - - fig.suptitle(f"PGA comparisons for available earthquakes,\n{trt}") - - if save_fig is not False: - fig.savefig(save_fig) - logging.info(f"PGA scatter plot saved to: {save_fig}") - - if return_fig is True: - return fig - - elif return_string is True: - plt.switch_backend("svg") - fig_str = io.StringIO() - fig.savefig(fig_str, format="svg") - plt.close(fig) - fig_svg = " Date: Fri, 3 Apr 2026 22:36:31 +0200 Subject: [PATCH 23/26] cleanup --- .../gem/unit_tests/test_data/gmmLT.xml | 61 ------------------- openquake/hme/utils/gmm_utils.py | 32 ++++++++-- 2 files changed, 28 insertions(+), 65 deletions(-) delete mode 100644 openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gmmLT.xml diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gmmLT.xml b/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gmmLT.xml deleted file mode 100644 index 3706e79..0000000 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_data/gmmLT.xml +++ /dev/null @@ -1,61 +0,0 @@ - - - - - - - - AbrahamsonEtAl2015SInter - 0.33 - - - ZhaoEtAl2006SInter - 0.33 - - - YoungsEtAl1997SInter - 0.34 - - - - - - - - AbrahamsonEtAl2015SSlab - 0.33 - - - AtkinsonBoore2003SSlab - 0.33 - - - Kanno2006Deep - 0.34 - - - - - - - - AkkarEtAlRjb2014 - 0.33 - - - CauzziEtAl2014 - 0.33 - - - AbrahamsonEtAl2014 - 0.34 - - - - - - diff --git a/openquake/hme/utils/gmm_utils.py b/openquake/hme/utils/gmm_utils.py index e0db77d..1237688 100644 --- a/openquake/hme/utils/gmm_utils.py +++ b/openquake/hme/utils/gmm_utils.py @@ -296,7 +296,7 @@ def generate_residual_plots(residuals, imts, output_dir): ) -def _assign_trt_to_earthquakes(test_config, input_data): +def rup_match_and_assign_trts(test_config, input_data): """ Run rupture matching and assign a TRT to each earthquake. """ @@ -343,10 +343,13 @@ def evaluate_gmc(test_config, input_data): IMTs of general interest """ # Hardcode the GMMs to the GRM IMTs for now - imts = ["PGA", "SA(0.3)", "SA(0.6)", "SA(1.0)"] + candidate_imts = ["PGA", "SA(0.3)", "SA(0.6)", "SA(1.0)"] + + # Filter to IMTs that have data in the flatfile + gm_df = input_data["gm_df"] logging.info("Matching ruptures to GM Earthquakes") - eq_trt_map = _assign_trt_to_earthquakes(test_config, input_data) + eq_trt_map = rup_match_and_assign_trts(test_config, input_data) # Make out dir output_dir = test_config.get("output_dir", "gm_residual_plots") @@ -362,11 +365,32 @@ def evaluate_gmc(test_config, input_data): if len(eq_subset) == 0: continue + # Filter to records for this TRT's earthquakes + trt_records = gm_df[gm_df["event_id"].isin(eq_subset["event_id"])] + + # Check which IMTs have data in these records + imts = [] + for imtx in candidate_imts: + col = HamletContextDB._imt_to_rotd50_col(None, imtx) + if trt_records[col].notna().any(): + imts.append(imtx) + else: + logging.info( + f"Skipping IMT {imtx}: no data for TRT {trt}" + ) + + if not imts: + logging.warning( + f"No IMTs with data for TRT {trt}, skipping" + ) + continue + gmpe_list = list(input_data["gsim_lt"].values.get(trt, [])) logging.info( f"Computing residuals for TRT: {trt} " - f"({len(eq_subset)} events, {len(gmpe_list)} GMMs)" + f"({len(eq_subset)} events, {len(gmpe_list)} GMMs, " + f"{len(imts)} IMTs)" ) ctx_db = HamletContextDB(eq_subset, input_data["gm_df"], trt) From 0fad4987bef0ace52c0f1fb00fe88d68c505638a Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 22:53:54 +0200 Subject: [PATCH 24/26] use oq rup instead --- .../model_test_frameworks/gem_tests.rst | 2 +- openquake/hme/utils/gmm_utils.py | 25 +++++++++++++------ 2 files changed, 19 insertions(+), 8 deletions(-) diff --git a/doc_src/source/model_test_frameworks/gem_tests.rst b/doc_src/source/model_test_frameworks/gem_tests.rst index 62e488a..7653639 100644 --- a/doc_src/source/model_test_frameworks/gem_tests.rst +++ b/doc_src/source/model_test_frameworks/gem_tests.rst @@ -280,7 +280,7 @@ ground-motion models (GMMs) in the GSIM logic tree. Each earthquake in the flatfile is assigned to a tectonic region type (TRT) using the matched rupture (i.e., one that is above a statistical threshold) or as a fallback the nearest rupture instead. Then, residuals are computed for each TRT using the corresponding -GMMs. +GMMs, the OQ rupture, and the station information and record metadata in teh flatfile. Residual plots (histograms, magnitude/distance/Vs30 trends, and a summary period plot) are saved as PNGs and embedded in the HTML report. diff --git a/openquake/hme/utils/gmm_utils.py b/openquake/hme/utils/gmm_utils.py index 1237688..9b14f8b 100644 --- a/openquake/hme/utils/gmm_utils.py +++ b/openquake/hme/utils/gmm_utils.py @@ -38,7 +38,7 @@ class HamletContextDB(ContextDB): DataFrame and GEM Global Flatfile records, suitable for SMT residual analysis. """ - def __init__(self, eq_df, gm_df, trt): + def __init__(self, eq_df, gm_df, trt, oq_rup): """ :param eq_df: DataFrame of unique earthquakes. @@ -47,10 +47,14 @@ def __init__(self, eq_df, gm_df, trt): :param trt: Tectonic region type string (e.g. "Active Shallow Crust") of the given event. + :param oq_rup: + Dict mapping eq index to matched model rupture Series. + Rupture parameters are taken from the matched rupture. """ self.eq_df = eq_df self.gm_df = gm_df self.trt = trt + self.oq_rup = oq_rup self.msr, self.aratio = self._get_rup_props_for_trt(trt) def _get_rup_props_for_trt(self, trt): @@ -62,7 +66,8 @@ def _get_rup_props_for_trt(self, trt): return scalerel.strasser2010.StrasserIntraslab(), 5.0 elif "interface" in trt_lower: return scalerel.strasser2010.StrasserInterface(), 5.0 - return scalerel.WC1994(), 2.0 + else: + return scalerel.WC1994(), 2.0 def get_contexts(self, nodal_plane_index, imts, component): """ @@ -80,8 +85,8 @@ def get_contexts(self, nodal_plane_index, imts, component): ctx = RuptureContext() n_sites = len(records) - # Get rup, site and distance params - self._set_rupture_params(ctx, eq) + # Use matched model rupture params + self._set_rupture_params(ctx, self.oq_rup[idx]) self._set_site_params(ctx, records, n_sites) self._set_distance_params(ctx, records, n_sites) @@ -314,6 +319,7 @@ def rup_match_and_assign_trts(test_config, input_data): ) eq_trt_map = {} + eq_rup_map = {} match_rups = test_config.get("match_rups", False) if match_rups and len(match_results["matched_rups"]) > 0: @@ -324,6 +330,7 @@ def rup_match_and_assign_trts(test_config, input_data): ) for idx, matched_rup in match_results["matched_rups"].iterrows(): eq_trt_map[idx] = matched_rup["tectonic_region_type"] + eq_rup_map[idx] = matched_rup if not match_rups: match_results["unmatched_eqs"] = input_data["eq_gm_df"] @@ -332,8 +339,9 @@ def rup_match_and_assign_trts(test_config, input_data): if idx not in eq_trt_map: closest = get_closest_rupture(eq, input_data["rupture_gdf"]) eq_trt_map[idx] = closest["tectonic_region_type"] + eq_rup_map[idx] = closest - return eq_trt_map + return eq_trt_map, eq_rup_map def evaluate_gmc(test_config, input_data): @@ -349,7 +357,7 @@ def evaluate_gmc(test_config, input_data): gm_df = input_data["gm_df"] logging.info("Matching ruptures to GM Earthquakes") - eq_trt_map = rup_match_and_assign_trts(test_config, input_data) + eq_trt_map, eq_rup_map = rup_match_and_assign_trts(test_config, input_data) # Make out dir output_dir = test_config.get("output_dir", "gm_residual_plots") @@ -393,7 +401,10 @@ def evaluate_gmc(test_config, input_data): f"{len(imts)} IMTs)" ) - ctx_db = HamletContextDB(eq_subset, input_data["gm_df"], trt) + trt_oq_rup = {i: eq_rup_map[i] for i in eq_indices} + ctx_db = HamletContextDB( + eq_subset, input_data["gm_df"], trt, oq_rup=trt_oq_rup + ) residuals = Residuals(gmpe_list, imts) residuals.compute_residuals(ctx_db, component="rotD50") From 39697b0959e11b9390441c3f573404dd0af04e66 Mon Sep 17 00:00:00 2001 From: unknown Date: Fri, 3 Apr 2026 22:56:02 +0200 Subject: [PATCH 25/26] upd --- openquake/hme/utils/gmm_utils.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/openquake/hme/utils/gmm_utils.py b/openquake/hme/utils/gmm_utils.py index 9b14f8b..154181e 100644 --- a/openquake/hme/utils/gmm_utils.py +++ b/openquake/hme/utils/gmm_utils.py @@ -48,8 +48,8 @@ def __init__(self, eq_df, gm_df, trt, oq_rup): Tectonic region type string (e.g. "Active Shallow Crust") of the given event. :param oq_rup: - Dict mapping eq index to matched model rupture Series. - Rupture parameters are taken from the matched rupture. + Dict mapping eq index to matched model ruptures. The rupture + parameters in the ctxs are taken from the matched ruptures. """ self.eq_df = eq_df self.gm_df = gm_df From 583a90f3c553843c4c8e6d07d8b3649438c55586 Mon Sep 17 00:00:00 2001 From: unknown Date: Sat, 4 Apr 2026 08:47:42 +0200 Subject: [PATCH 26/26] simplify trt stuff --- .../gem/unit_tests/test_gem_tests.py | 2 +- openquake/hme/utils/gmm_utils.py | 29 +++++++++---------- 2 files changed, 15 insertions(+), 16 deletions(-) diff --git a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py index 11ac9ad..95c0b94 100644 --- a/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py +++ b/openquake/hme/model_test_frameworks/gem/unit_tests/test_gem_tests.py @@ -616,7 +616,7 @@ def test_render_gmc_eval(self): with open(html_path, "w") as f: f.write(f"{results['gem']['gmc_eval']['' \ 'rendered_text']}") - + def tearDown(self): output_dir = os.path.join(TEST_DATA_DIR, "_test_gm_residual_plots") if os.path.isdir(output_dir): diff --git a/openquake/hme/utils/gmm_utils.py b/openquake/hme/utils/gmm_utils.py index 154181e..bb65fd2 100644 --- a/openquake/hme/utils/gmm_utils.py +++ b/openquake/hme/utils/gmm_utils.py @@ -38,24 +38,22 @@ class HamletContextDB(ContextDB): DataFrame and GEM Global Flatfile records, suitable for SMT residual analysis. """ - def __init__(self, eq_df, gm_df, trt, oq_rup): + def __init__(self, eq_df, gm_df, oq_rup): """ :param eq_df: DataFrame of unique earthquakes. :param gm_df: DataFrame of the GEM Global Flatfile. - :param trt: - Tectonic region type string (e.g. "Active Shallow Crust") of the - given event. :param oq_rup: Dict mapping eq index to matched model ruptures. The rupture parameters in the ctxs are taken from the matched ruptures. """ self.eq_df = eq_df self.gm_df = gm_df - self.trt = trt self.oq_rup = oq_rup - self.msr, self.aratio = self._get_rup_props_for_trt(trt) + first_rup = next(iter(oq_rup.values())) # TRT is in the rup attributes + self.trt = first_rup["tectonic_region_type"] + self.msr, self.aratio = self._get_rup_props_for_trt(self.trt) def _get_rup_props_for_trt(self, trt): """ @@ -71,7 +69,7 @@ def _get_rup_props_for_trt(self, trt): def get_contexts(self, nodal_plane_index, imts, component): """ - Build contexts directly from hamlet DataFrames. + Build contexts directly from hamlet DataFrame. """ ctxs = [] for idx, eq in self.eq_df.iterrows(): @@ -182,7 +180,7 @@ def _set_distance_params(self, ctx, records, n_sites): def _fill_missing_distances(self, ctx): """ - Fill NaN distances by reconstructing a finite rupture. + Fill empty distances by reconstructing a finite rupture. """ dist_attrs = ["rrup", "rjb", "rx", "ry0", "repi", "rhypo"] has_missing = any( @@ -192,9 +190,10 @@ def _fill_missing_distances(self, ctx): if not has_missing: return - try: # I use a "try-except" because we might get a rupture that is too - # large for given Mw and MSR without setting a ztor depth constraint - # which is a bit tricky in a coarse-level residual analysis like this + try: # Use a "try-except" because we might get a rupture that is too + # large for given Mw, MSR and aratio combo without setting a ztor + # depth constraint which is a bit tricky in a coarse-level residual + # analysis like this to always handle automatically hypoc = Point(ctx.hypo_lon, ctx.hypo_lat, ctx.hypo_depth) srf = PlanarSurface.from_hypocenter( hypoc, self.msr, ctx.mag, self.aratio, @@ -231,10 +230,10 @@ def _fill_missing_distances(self, ctx): ctx.vs30[i], ctx.z1pt0[i] if not np.isnan(ctx.z1pt0[i]) - else None, + else None, # Will be set to -999 in the sm_database to turn off basin adjustment ctx.z2pt5[i] if not np.isnan(ctx.z2pt5[i]) - else None, + else None, # Same again here ) ] ) @@ -393,7 +392,7 @@ def evaluate_gmc(test_config, input_data): ) continue - gmpe_list = list(input_data["gsim_lt"].values.get(trt, [])) + gmpe_list = list(input_data["gsim_lt"].values.get(trt)) logging.info( f"Computing residuals for TRT: {trt} " @@ -403,7 +402,7 @@ def evaluate_gmc(test_config, input_data): trt_oq_rup = {i: eq_rup_map[i] for i in eq_indices} ctx_db = HamletContextDB( - eq_subset, input_data["gm_df"], trt, oq_rup=trt_oq_rup + eq_subset, input_data["gm_df"], oq_rup=trt_oq_rup ) residuals = Residuals(gmpe_list, imts)