added analysis

Author: MarkMelotto

book/_toc.yml

@@ -158,6 +158,7 @@ parts:
       - file: tutorials_examples/6_Africa/3a_CMIP_Africa.ipynb
       - file: tutorials_examples/6_Africa/3b_CMIP_Africa.ipynb
       - file: tutorials_examples/6_Africa/3c_CMIP_Africa.ipynb
+      - file: tutorials_examples/6_Africa/4_analysis_Africa.ipynb
 
   - caption: Climate Impact Analysis (first draft)
     chapters:

book/tutorials_examples/6_Africa/3b_CMIP_Africa.ipynb

@@ -167,6 +167,17 @@
        "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.1</span>,\n",
        "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.00024827990873074545</span>,\n",
        "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3.2087728977063117</span>\n",
+       "    <span style=\"font-weight: bold\">]</span>,\n",
+       "    <span style=\"color: #008000; text-decoration-color: #008000\">'monte_carlo_calibration_parameters'</span>: <span style=\"font-weight: bold\">[</span>\n",
+       "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2.2809924457194377</span>,\n",
+       "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.8237298558744328</span>,\n",
+       "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">464.7470066408867</span>,\n",
+       "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.5984658697300798</span>,\n",
+       "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.29785129445020814</span>,\n",
+       "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.1825488171931156</span>,\n",
+       "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.07487754017358864</span>,\n",
+       "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.008908532718571173</span>,\n",
+       "        <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5.605800944680686</span>\n",
        "    <span style=\"font-weight: bold\">]</span>\n",
        "<span style=\"font-weight: bold\">}</span>\n",
        "</pre>\n"
@@ -198,6 +209,17 @@
        "        \u001b[1;36m0.1\u001b[0m,\n",
        "        \u001b[1;36m0.00024827990873074545\u001b[0m,\n",
        "        \u001b[1;36m3.2087728977063117\u001b[0m\n",
+       "    \u001b[1m]\u001b[0m,\n",
+       "    \u001b[32m'monte_carlo_calibration_parameters'\u001b[0m: \u001b[1m[\u001b[0m\n",
+       "        \u001b[1;36m2.2809924457194377\u001b[0m,\n",
+       "        \u001b[1;36m0.8237298558744328\u001b[0m,\n",
+       "        \u001b[1;36m464.7470066408867\u001b[0m,\n",
+       "        \u001b[1;36m1.5984658697300798\u001b[0m,\n",
+       "        \u001b[1;36m0.29785129445020814\u001b[0m,\n",
+       "        \u001b[1;36m1.1825488171931156\u001b[0m,\n",
+       "        \u001b[1;36m0.07487754017358864\u001b[0m,\n",
+       "        \u001b[1;36m0.008908532718571173\u001b[0m,\n",
+       "        \u001b[1;36m5.605800944680686\u001b[0m\n",
        "    \u001b[1m]\u001b[0m\n",
        "\u001b[1m}\u001b[0m\n"
       ]
@@ -322,7 +344,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 9,
    "id": "015f731c-66d8-4bc8-a625-b1794a7492a0",
    "metadata": {
     "scrolled": true
@@ -366,7 +388,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 10,
    "id": "b5dad83e-239d-42a5-8a30-7bab08a3f426",
    "metadata": {},
    "outputs": [