diff --git a/DESCRIPTION b/DESCRIPTION
index 5932744..3591c25 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -9,7 +9,7 @@ Description: A client for the Open-Meteo API that retrieves Open-Meteo
 License: GPL (>= 3)
 Encoding: UTF-8
 Roxygen: list(markdown = TRUE)
-RoxygenNote: 7.2.3
+RoxygenNote: 7.3.2
 Imports: 
     httr,
     tibble,
diff --git a/NAMESPACE b/NAMESPACE
index fa3f7a9..b2e98d5 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -2,6 +2,7 @@
 
 export(air_quality)
 export(climate_forecast)
+export(ensemble_models)
 export(geocode)
 export(marine_forecast)
 export(river_discharge)
diff --git a/R/ensemble_models.R b/R/ensemble_models.R
new file mode 100644
index 0000000..b9db096
--- /dev/null
+++ b/R/ensemble_models.R
@@ -0,0 +1,105 @@
+#' Retrieve ensemble weather forecasts from the Open-Meteo API
+#'
+#' @description
+#'
+#' `ensemble_models()` calls the Open-Meteo Ensemble Models API to obtain
+#' meteorological ensemble member forecasts for a given location. Limited
+#' historical data is also available via this API.
+#'
+#' Refer to the API documentation at: <https://open-meteo.com/en/docs/ensemble-api>
+#'
+#' @details
+#'
+#' You will need to specify at least one variable to retrieve, such as
+#' temperature, that you want data for. These variables are sampled or
+#' aggregated at _hourly_ intervals, and can be supplied as a list to request
+#' multiple variables over the same time period.
+#'
+#' Example _Hourly_ forecast variables include:
+#'
+#' |**Variable**    |**Description**                                           |
+#' |----------------|----------------------------------------------------------|
+#' |`temperature_2m`|Air temperature at 2 meters above ground                  |
+#' |`precipitation` |Sum of rain, showers, and snow over the preceding hour    |
+#' |`windspeed_10m` |Wind speed at 10 meters above ground                      |
+#' |`cloudcover`    |Total cloud cover as an area fraction                     |
+#' |`pressure_msl`  |Atmospheric air pressure at mean sea level                |
+#'
+#' Different ensemble models can be specified, which may differ in the
+#' weather variables forecasted. Models include:
+#'
+#' |**Model**      |**Origin** |**Resolution**                                 |
+#' |---------------|-----------|-----------------------------------------------|
+#' |`icon_global`  |Germany    |26 km                                          |
+#' |`gfs05`        |USA        |50 km                                          |
+#' |`gem_global`   |Canada     |25 km                                          |
+#'
+#' For all models and their available fields, refer to the full documentation
+#' for the ensemble models API at: <https://open-meteo.com/en/docs/ensemble-api>
+#'
+#' @param location Required. The location for which data will be retrieved.
+#'   Supplied as either a `c(latitude,longitude)` WGS84 coordinate pair or a
+#'   place name string (with co-ordinates obtained via [geocode()]).
+#' @param start,end Start and end dates in ISO 8601 (e.g. "2020-12-31"). If no
+#'   dates are supplied, data for the next 7 days will be provided by default.
+#' @param hourly At least one required. A weather variable accepted by the
+#'   API, or list thereof. See details below.
+#' @param response_units Supply to convert response units for wave heights. This
+#'   defaults to: `list(length_unit="metric") for meters. Specify "Imperial" for
+#'   feet.`
+#' @param model Supply to specify an ensemble model for forecasted values (refer
+#'   to the API documentation).
+#' @param timezone specify timezone for time data as a string, i.e.
+#'   "australia/sydney" (defaults to "auto", the timezone local to the specified
+#'   `location`).
+#'
+#' @return Requested ensemble model data for the given location and time, as
+#'   a tidy tibble.
+#'
+#' @export
+#'
+#' @examples
+#' \donttest{
+#' # Obtain temperature ensemble forecasts for Indianapolis in Imperial units
+#' # over the next 7 days in Fahrenheit, with GFS
+#' ensemble_models("Indianapolis",
+#'   hourly = "apparent_temperature",
+#'   response_units = list(temperature_unit = "fahrenheit"),
+#'   model = "gfs_seamless"
+#' )
+#' }
+
+
+ensemble_models <- function(
+    location,
+    start = NULL,
+    end = NULL,
+    hourly = NULL,
+    response_units = NULL,
+    model = NULL,
+    timezone = "auto") {
+  # validation
+  if (is.null(hourly)) {
+    stop("hourly measure not supplied")
+  }
+  if (!is.null(start) && !.is.date(start)) {
+    stop("start and end dates must be in ISO-1806 format")
+  }
+  if (!is.null(end) && !.is.date(end)) {
+    stop("start and end dates must be in ISO-1806 format")
+  }
+
+  base_url <- "https://ensemble-api.open-meteo.com/v1/ensemble"
+
+  .query_openmeteo(
+    location,
+    start, end,
+    hourly, NULL, # non-set fields passed as null
+    response_units,
+    model,
+    timezone,
+    NULL, # doesn't support downscaling option
+    base_url
+  )
+}
+
diff --git a/R/openmeteo.R b/R/openmeteo.R
index f1f3f80..3622f0a 100644
--- a/R/openmeteo.R
+++ b/R/openmeteo.R
@@ -18,6 +18,7 @@
 #'
 #'   **Other APIs**
 #'   - [geocode()] - return the co-ordinates and other data for a location name
+#'   - [ensemble_models()] - return ensemble model forecasts for a location
 #'   - [climate_forecast()] - return long-range climate modelling for a location
 #'   - [river_discharge()] - return flow volumes for the nearest river
 #'   - [marine_forecast()] - return ocean conditions data for a location
@@ -27,7 +28,7 @@
 #'   details regarding the data available, its types, units, and other caveats
 #'   and considerations.
 #'
-#' @docType package
+#' _PACKAGE
 #' @name openmeteo
 #' @aliases openmeteo-package
 NULL
diff --git a/README.md b/README.md
index 63d89fd..2ecbcc5 100644
--- a/README.md
+++ b/README.md
@@ -27,6 +27,7 @@ Open-Meteo provides several API endpoints through the following functions:
 
 **Other APIs**
  - `geocode()` - return the co-ordinates and other data for a location name
+ - `[ensemble_models()]` - return ensemble model forecasts for a location
  - `climate_forecast()` - return long-range climate modelling for a location
  - `river_discharge()` - return flow volumes for the nearest river
  - `marine_forecast()` - return ocean conditions data for a location
diff --git a/man/ensemble_models.Rd b/man/ensemble_models.Rd
new file mode 100644
index 0000000..e41c303
--- /dev/null
+++ b/man/ensemble_models.Rd
@@ -0,0 +1,87 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/ensemble_models.R
+\name{ensemble_models}
+\alias{ensemble_models}
+\title{Retrieve ensemble weather forecasts from the Open-Meteo API}
+\usage{
+ensemble_models(
+  location,
+  start = NULL,
+  end = NULL,
+  hourly = NULL,
+  response_units = NULL,
+  model = NULL,
+  timezone = "auto"
+)
+}
+\arguments{
+\item{location}{Required. The location for which data will be retrieved.
+Supplied as either a \code{c(latitude,longitude)} WGS84 coordinate pair or a
+place name string (with co-ordinates obtained via \code{\link[=geocode]{geocode()}}).}
+
+\item{start, end}{Start and end dates in ISO 8601 (e.g. "2020-12-31"). If no
+dates are supplied, data for the next 7 days will be provided by default.}
+
+\item{hourly}{At least one required. A weather variable accepted by the
+API, or list thereof. See details below.}
+
+\item{response_units}{Supply to convert response units for wave heights. This
+defaults to: \verb{list(length_unit="metric") for meters. Specify "Imperial" for feet.}}
+
+\item{model}{Supply to specify an ensemble model for forecasted values (refer
+to the API documentation).}
+
+\item{timezone}{specify timezone for time data as a string, i.e.
+"australia/sydney" (defaults to "auto", the timezone local to the specified
+\code{location}).}
+}
+\value{
+Requested ensemble model data for the given location and time, as
+a tidy tibble.
+}
+\description{
+\code{ensemble_models()} calls the Open-Meteo Ensemble Models API to obtain
+meteorological ensemble member forecasts for a given location. Limited
+historical data is also available via this API.
+
+Refer to the API documentation at: \url{https://open-meteo.com/en/docs/ensemble-api}
+}
+\details{
+You will need to specify at least one variable to retrieve, such as
+temperature, that you want data for. These variables are sampled or
+aggregated at \emph{hourly} intervals, and can be supplied as a list to request
+multiple variables over the same time period.
+
+Example \emph{Hourly} forecast variables include:\tabular{ll}{
+   \strong{Variable} \tab \strong{Description} \cr
+   \code{temperature_2m} \tab Air temperature at 2 meters above ground \cr
+   \code{precipitation} \tab Sum of rain, showers, and snow over the preceding hour \cr
+   \code{windspeed_10m} \tab Wind speed at 10 meters above ground \cr
+   \code{cloudcover} \tab Total cloud cover as an area fraction \cr
+   \code{pressure_msl} \tab Atmospheric air pressure at mean sea level \cr
+}
+
+
+Different ensemble models can be specified, which may differ in the
+weather variables forecasted. Models include:\tabular{lll}{
+   \strong{Model} \tab \strong{Origin} \tab \strong{Resolution} \cr
+   \code{icon_global} \tab Germany \tab 26 km \cr
+   \code{gfs05} \tab USA \tab 50 km \cr
+   \code{gem_global} \tab Canada \tab 25 km \cr
+}
+
+
+For all models and their available fields, refer to the full documentation
+for the ensemble models API at: \url{https://open-meteo.com/en/docs/ensemble-api}
+}
+\examples{
+\donttest{
+# Obtain temperature ensemble forecasts for Indianapolis in Imperial units
+# over the next 7 days in Fahrenheit, with GFS
+ensemble_models("Indianapolis",
+  hourly = "apparent_temperature",
+  response_units = list(temperature_unit = "fahrenheit"),
+  model = "gfs_seamless"
+)
+}
+}
diff --git a/man/openmeteo.Rd b/man/openmeteo.Rd
index 406686d..e1410d0 100644
--- a/man/openmeteo.Rd
+++ b/man/openmeteo.Rd
@@ -1,6 +1,5 @@
 % Generated by roxygen2: do not edit by hand
 % Please edit documentation in R/openmeteo.R
-\docType{package}
 \name{openmeteo}
 \alias{openmeteo}
 \alias{openmeteo-package}
@@ -27,6 +26,7 @@ historical weather variables provided
 \strong{Other APIs}
 \itemize{
 \item \code{\link[=geocode]{geocode()}} - return the co-ordinates and other data for a location name
+\item \code{\link[=ensemble_models]{ensemble_models()}} - return ensemble model forecasts for a location
 \item \code{\link[=climate_forecast]{climate_forecast()}} - return long-range climate modelling for a location
 \item \code{\link[=river_discharge]{river_discharge()}} - return flow volumes for the nearest river
 \item \code{\link[=marine_forecast]{marine_forecast()}} - return ocean conditions data for a location
@@ -36,4 +36,6 @@ historical weather variables provided
 Please review the API documentation at \url{https://open-meteo.com/} for
 details regarding the data available, its types, units, and other caveats
 and considerations.
+
+_PACKAGE
 }
diff --git a/tests/testthat/ensemble-api.open-meteo.com/v1/ensemble-ddbec7.json b/tests/testthat/ensemble-api.open-meteo.com/v1/ensemble-ddbec7.json
new file mode 100644
index 0000000..2fe74f3
--- /dev/null
+++ b/tests/testthat/ensemble-api.open-meteo.com/v1/ensemble-ddbec7.json
@@ -0,0 +1,10786 @@
+{
+    "latitude": 39.0,
+    "longitude": -86.0,
+    "generationtime_ms": 0.6920099258422852,
+    "utc_offset_seconds": -14400,
+    "timezone": "America/Indiana/Indianapolis",
+    "timezone_abbreviation": "GMT-4",
+    "elevation": 173.0,
+    "hourly_units": {
+        "time": "iso8601",
+        "temperature_2m": "°F",
+        "temperature_2m_member01": "°F",
+        "temperature_2m_member02": "°F",
+        "temperature_2m_member03": "°F",
+        "temperature_2m_member04": "°F",
+        "temperature_2m_member05": "°F",
+        "temperature_2m_member06": "°F",
+        "temperature_2m_member07": "°F",
+        "temperature_2m_member08": "°F",
+        "temperature_2m_member09": "°F",
+        "temperature_2m_member10": "°F",
+        "temperature_2m_member11": "°F",
+        "temperature_2m_member12": "°F",
+        "temperature_2m_member13": "°F",
+        "temperature_2m_member14": "°F",
+        "temperature_2m_member15": "°F",
+        "temperature_2m_member16": "°F",
+        "temperature_2m_member17": "°F",
+        "temperature_2m_member18": "°F",
+        "temperature_2m_member19": "°F",
+        "temperature_2m_member20": "°F",
+        "temperature_2m_member21": "°F",
+        "temperature_2m_member22": "°F",
+        "temperature_2m_member23": "°F",
+        "temperature_2m_member24": "°F",
+        "temperature_2m_member25": "°F",
+        "temperature_2m_member26": "°F",
+        "temperature_2m_member27": "°F",
+        "temperature_2m_member28": "°F",
+        "temperature_2m_member29": "°F",
+        "temperature_2m_member30": "°F",
+        "precipitation": "inch",
+        "precipitation_member01": "inch",
+        "precipitation_member02": "inch",
+        "precipitation_member03": "inch",
+        "precipitation_member04": "inch",
+        "precipitation_member05": "inch",
+        "precipitation_member06": "inch",
+        "precipitation_member07": "inch",
+        "precipitation_member08": "inch",
+        "precipitation_member09": "inch",
+        "precipitation_member10": "inch",
+        "precipitation_member11": "inch",
+        "precipitation_member12": "inch",
+        "precipitation_member13": "inch",
+        "precipitation_member14": "inch",
+        "precipitation_member15": "inch",
+        "precipitation_member16": "inch",
+        "precipitation_member17": "inch",
+        "precipitation_member18": "inch",
+        "precipitation_member19": "inch",
+        "precipitation_member20": "inch",
+        "precipitation_member21": "inch",
+        "precipitation_member22": "inch",
+        "precipitation_member23": "inch",
+        "precipitation_member24": "inch",
+        "precipitation_member25": "inch",
+        "precipitation_member26": "inch",
+        "precipitation_member27": "inch",
+        "precipitation_member28": "inch",
+        "precipitation_member29": "inch",
+        "precipitation_member30": "inch"
+    },
+    "hourly": {
+        "time": [
+            "2025-03-14T00:00",
+            "2025-03-14T01:00",
+            "2025-03-14T02:00",
+            "2025-03-14T03:00",
+            "2025-03-14T04:00",
+            "2025-03-14T05:00",
+            "2025-03-14T06:00",
+            "2025-03-14T07:00",
+            "2025-03-14T08:00",
+            "2025-03-14T09:00",
+            "2025-03-14T10:00",
+            "2025-03-14T11:00",
+            "2025-03-14T12:00",
+            "2025-03-14T13:00",
+            "2025-03-14T14:00",
+            "2025-03-14T15:00",
+            "2025-03-14T16:00",
+            "2025-03-14T17:00",
+            "2025-03-14T18:00",
+            "2025-03-14T19:00",
+            "2025-03-14T20:00",
+            "2025-03-14T21:00",
+            "2025-03-14T22:00",
+            "2025-03-14T23:00",
+            "2025-03-15T00:00",
+            "2025-03-15T01:00",
+            "2025-03-15T02:00",
+            "2025-03-15T03:00",
+            "2025-03-15T04:00",
+            "2025-03-15T05:00",
+            "2025-03-15T06:00",
+            "2025-03-15T07:00",
+            "2025-03-15T08:00",
+            "2025-03-15T09:00",
+            "2025-03-15T10:00",
+            "2025-03-15T11:00",
+            "2025-03-15T12:00",
+            "2025-03-15T13:00",
+            "2025-03-15T14:00",
+            "2025-03-15T15:00",
+            "2025-03-15T16:00",
+            "2025-03-15T17:00",
+            "2025-03-15T18:00",
+            "2025-03-15T19:00",
+            "2025-03-15T20:00",
+            "2025-03-15T21:00",
+            "2025-03-15T22:00",
+            "2025-03-15T23:00",
+            "2025-03-16T00:00",
+            "2025-03-16T01:00",
+            "2025-03-16T02:00",
+            "2025-03-16T03:00",
+            "2025-03-16T04:00",
+            "2025-03-16T05:00",
+            "2025-03-16T06:00",
+            "2025-03-16T07:00",
+            "2025-03-16T08:00",
+            "2025-03-16T09:00",
+            "2025-03-16T10:00",
+            "2025-03-16T11:00",
+            "2025-03-16T12:00",
+            "2025-03-16T13:00",
+            "2025-03-16T14:00",
+            "2025-03-16T15:00",
+            "2025-03-16T16:00",
+            "2025-03-16T17:00",
+            "2025-03-16T18:00",
+            "2025-03-16T19:00",
+            "2025-03-16T20:00",
+            "2025-03-16T21:00",
+            "2025-03-16T22:00",
+            "2025-03-16T23:00",
+            "2025-03-17T00:00",
+            "2025-03-17T01:00",
+            "2025-03-17T02:00",
+            "2025-03-17T03:00",
+            "2025-03-17T04:00",
+            "2025-03-17T05:00",
+            "2025-03-17T06:00",
+            "2025-03-17T07:00",
+            "2025-03-17T08:00",
+            "2025-03-17T09:00",
+            "2025-03-17T10:00",
+            "2025-03-17T11:00",
+            "2025-03-17T12:00",
+            "2025-03-17T13:00",
+            "2025-03-17T14:00",
+            "2025-03-17T15:00",
+            "2025-03-17T16:00",
+            "2025-03-17T17:00",
+            "2025-03-17T18:00",
+            "2025-03-17T19:00",
+            "2025-03-17T20:00",
+            "2025-03-17T21:00",
+            "2025-03-17T22:00",
+            "2025-03-17T23:00",
+            "2025-03-18T00:00",
+            "2025-03-18T01:00",
+            "2025-03-18T02:00",
+            "2025-03-18T03:00",
+            "2025-03-18T04:00",
+            "2025-03-18T05:00",
+            "2025-03-18T06:00",
+            "2025-03-18T07:00",
+            "2025-03-18T08:00",
+            "2025-03-18T09:00",
+            "2025-03-18T10:00",
+            "2025-03-18T11:00",
+            "2025-03-18T12:00",
+            "2025-03-18T13:00",
+            "2025-03-18T14:00",
+            "2025-03-18T15:00",
+            "2025-03-18T16:00",
+            "2025-03-18T17:00",
+            "2025-03-18T18:00",
+            "2025-03-18T19:00",
+            "2025-03-18T20:00",
+            "2025-03-18T21:00",
+            "2025-03-18T22:00",
+            "2025-03-18T23:00",
+            "2025-03-19T00:00",
+            "2025-03-19T01:00",
+            "2025-03-19T02:00",
+            "2025-03-19T03:00",
+            "2025-03-19T04:00",
+            "2025-03-19T05:00",
+            "2025-03-19T06:00",
+            "2025-03-19T07:00",
+            "2025-03-19T08:00",
+            "2025-03-19T09:00",
+            "2025-03-19T10:00",
+            "2025-03-19T11:00",
+            "2025-03-19T12:00",
+            "2025-03-19T13:00",
+            "2025-03-19T14:00",
+            "2025-03-19T15:00",
+            "2025-03-19T16:00",
+            "2025-03-19T17:00",
+            "2025-03-19T18:00",
+            "2025-03-19T19:00",
+            "2025-03-19T20:00",
+            "2025-03-19T21:00",
+            "2025-03-19T22:00",
+            "2025-03-19T23:00",
+            "2025-03-20T00:00",
+            "2025-03-20T01:00",
+            "2025-03-20T02:00",
+            "2025-03-20T03:00",
+            "2025-03-20T04:00",
+            "2025-03-20T05:00",
+            "2025-03-20T06:00",
+            "2025-03-20T07:00",
+            "2025-03-20T08:00",
+            "2025-03-20T09:00",
+            "2025-03-20T10:00",
+            "2025-03-20T11:00",
+            "2025-03-20T12:00",
+            "2025-03-20T13:00",
+            "2025-03-20T14:00",
+            "2025-03-20T15:00",
+            "2025-03-20T16:00",
+            "2025-03-20T17:00",
+            "2025-03-20T18:00",
+            "2025-03-20T19:00",
+            "2025-03-20T20:00",
+            "2025-03-20T21:00",
+            "2025-03-20T22:00",
+            "2025-03-20T23:00"
+        ],
+        "temperature_2m": [
+            58.7,
+            58.0,
+            57.4,
+            56.7,
+            56.0,
+            55.5,
+            54.5,
+            53.6,
+            54.0,
+            56.3,
+            60.0,
+            63.4,
+            66.3,
+            68.9,
+            71.2,
+            73.0,
+            74.4,
+            74.8,
+            73.1,
+            70.4,
+            68.2,
+            67.1,
+            66.5,
+            66.1,
+            65.8,
+            65.8,
+            65.6,
+            65.2,
+            64.8,
+            64.4,
+            63.8,
+            63.2,
+            63.1,
+            64.0,
+            65.3,
+            66.3,
+            66.8,
+            67.1,
+            66.7,
+            64.9,
+            62.5,
+            60.6,
+            59.7,
+            59.4,
+            59.0,
+            58.5,
+            58.1,
+            57.7,
+            57.6,
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+}
diff --git a/tests/testthat/test-ensemble_models.R b/tests/testthat/test-ensemble_models.R
new file mode 100644
index 0000000..a074ec5
--- /dev/null
+++ b/tests/testthat/test-ensemble_models.R
@@ -0,0 +1,25 @@
+with_mock_api({
+  test_that("climate forecast query returns correctly", {
+    result <- ensemble_models(
+      location = c(39, -86),
+      hourly = c("temperature_2m", "precipitation"),
+      model = "gfs_seamless",
+      response_units = list(
+        temperature_unit = "fahrenheit",
+        precipitation_unit = "inch"
+      )
+    )
+
+    expect_true(dim(result)[1] == 168)
+    expect_true(dim(result)[2] == 63)
+  })
+  test_that("need to provide hourly variables", {
+    expect_error(
+      ensemble_models(
+        "indianapolis"
+      ),
+      "hourly measure not supplied"
+    )
+  })
+})
+