opencharts/medium-mwp-probability.ipynb

{
    "cells": [
        {
            "cell_type": "markdown",
            "id": "755e5ec3",
            "metadata": {
                "tags": [
                    "open_data",
                    "probabilities"
                ]
            },
            "source": [
                "<div class=\"output_png output_subarea output_execute_result\">\n",
                "<img 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\" width=\"500px\"/>\n",
                "</div>\n",
                "\n",
                "# \tProbabilities: Mean wave period"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "224f7469-7ad8-4910-8a7f-583df109f649",
            "metadata": {},
            "source": [
                "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product.  \n",
                "The original product can be found on this link: https://charts.ecmwf.int/products/medium-mwp-probability  \n"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "374a552c-6803-4965-9b32-d80c18c345a7",
            "metadata": {},
            "source": [
                "<div class=\"output_png output_subarea output_execute_result\">\n",
                "<center>\n",
                "<img 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\"/></center>\n",
                "</div>"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "ead0d413",
            "metadata": {},
            "source": [
                "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts).  \n",
                "\n",
                "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/).  \n",
                "\n",
                "<sub> In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction </sub>\n",
                "\n",
                "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)."
            ]
        },
        {
            "cell_type": "markdown",
            "id": "e0ed2744",
            "metadata": {},
            "source": [
                "## Retrieve Data\n",
                "This product takes in input 1 parameter:\n",
                "\n",
                "* [Mean wave period](https://apps.ecmwf.int/codes/grib/param-db/?id=140232)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06",
            "metadata": {},
            "source": [
                "In this example, we will use: \n",
                "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n",
                "- [**ecmwf.data**](https://github.com/ecmwf/ecmwf-data) library to read and process the data \n",
                "- [**magpye**](https://magpye.readthedocs.io) to plot the result"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448",
            "metadata": {},
            "source": [
                "First we need to install them in the current Jupyter kernel:  \n",
                "<div class=\"alert alert-block alert-info\">\n",
                "<b>Note:</b> If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n",
                "</div>\n",
                "<div class=\"alert alert-block alert-info\">\n",
                "<b>Note:</b> If you don't have these libraries installed, click on three dots below, uncomment the code and run the next cell.\n",
                "</div>"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 1,
            "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd",
            "metadata": {
                "jupyter": {
                    "source_hidden": true
                },
                "tags": []
            },
            "outputs": [],
            "source": [
                "#!pip install ecmwf-data ecmwf-opendata magpye"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 1,
            "id": "4395a25e",
            "metadata": {},
            "outputs": [],
            "source": [
                "import ecmwf.data as ecdata\n",
                "from magpye import GeoMap\n",
                "from ecmwf.opendata import Client"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 2,
            "id": "7c429eff",
            "metadata": {},
            "outputs": [],
            "source": [
                "client = Client(\"ecmwf\", beta=True)"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 3,
            "id": "db6fd2e8",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/plain": [
                            "'medium-mwp-probability.grib'"
                        ]
                    },
                    "execution_count": 3,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "parameters = ['mwp']\n",
                "filename = 'medium-mwp-probability.grib'\n",
                "filename"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "52985b87",
            "metadata": {},
            "source": [
                "To calculate the probability of Mean wave period > 8 s , we need to retrieve all the ensemble members at the given time.  \n",
                "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as control forecast."
            ]
        },
        {
            "cell_type": "markdown",
            "id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4",
            "metadata": {},
            "source": [
                "Setting date to 0 will download today's data. \n",
                "Removing date and time altogether from the request will download the latest data.  \n",
                "Try commenting out date and time to download latest forecast!"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 4,
            "id": "51a980a6",
            "metadata": {},
            "outputs": [
                {
                    "name": "stderr",
                    "output_type": "stream",
                    "text": [
                        "                                                                                      \r"
                    ]
                },
                {
                    "data": {
                        "text/plain": [
                            "<ecmwf.opendata.client.Result at 0x7fbc6a7f2c10>"
                        ]
                    },
                    "execution_count": 4,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "client.retrieve(\n",
                "    date=0,\n",
                "    time=0,\n",
                "    step=12,\n",
                "    stream=\"waef\",\n",
                "    type=['cf', 'pf'],\n",
                "    levtype=\"sfc\",\n",
                "    param=parameters,\n",
                "    target=filename\n",
                ")"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "65f5dd51",
            "metadata": {},
            "source": [
                "## Reading and processing the data\n",
                "Now we can use **ecmwf.data** to read the file."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 5,
            "id": "5e7ceda3",
            "metadata": {},
            "outputs": [],
            "source": [
                "data = ecdata.read(filename)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "cfc536bc",
            "metadata": {},
            "source": [
                "The **describe()** function will give us the overview of the dataset.  "
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 6,
            "id": "61e65089",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "  \n",
                            "                <table>\n",
                            "                <tr><th>parameter</th><th>typeOfLevel</th><th>level</th><th>date</th><th>time</th><th>step</th><th>number</th><th>paramId</th><th>class</th><th>stream</th><th>type</th><th>experimentVersionNumber</th></tr>\n",
                            "                <tr><th style='text-align: right;'>mwp</th><td style='text-align: left;'>meanSea</td><td style='text-align: left;'>0</td><td style='text-align: left;'>20220427</td><td style='text-align: left;'>0</td><td style='text-align: left;'>12</td><td style='text-align: left;'>0,1,...</td><td style='text-align: left;'>140232</td><td style='text-align: left;'>od</td><td style='text-align: left;'>waef</td><td style='text-align: left;'>cf,pf</td><td style='text-align: left;'>0001</td></tr>\n",
                            "                </table>"
                        ],
                        "text/plain": [
                            "<IPython.core.display.HTML object>"
                        ]
                    },
                    "execution_count": 6,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data.describe()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "c2bddc76-50ea-44cc-8728-506be1232235",
            "metadata": {},
            "source": [
                "And an overview of one parameter, where we can see more information, such as units or type of level."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 7,
            "id": "9ac51194-5380-470a-83ba-1d351c2cfeca",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "  \n",
                            "                <table>\n",
                            "                <tr></tr>\n",
                            "                <tr><th style='text-align: right;'>shortName</th><td style='text-align: left;'>mwp</td></tr><tr><th style='text-align: right;'>name</th><td style='text-align: left;'>Mean wave period</td></tr><tr><th style='text-align: right;'>paramId</th><td style='text-align: left;'>140232</td></tr><tr><th style='text-align: right;'>units</th><td style='text-align: left;'>s</td></tr><tr><th style='text-align: right;'>typeOfLevel</th><td style='text-align: left;'>meanSea</td></tr><tr><th style='text-align: right;'>level</th><td style='text-align: left;'>0</td></tr><tr><th style='text-align: right;'>date</th><td style='text-align: left;'>20220427</td></tr><tr><th style='text-align: right;'>time</th><td style='text-align: left;'>0</td></tr><tr><th style='text-align: right;'>step</th><td style='text-align: left;'>12</td></tr><tr><th style='text-align: right;'>number</th><td style='text-align: left;'>0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9</td></tr><tr><th style='text-align: right;'>class</th><td style='text-align: left;'>od</td></tr><tr><th style='text-align: right;'>stream</th><td style='text-align: left;'>waef</td></tr><tr><th style='text-align: right;'>type</th><td style='text-align: left;'>cf,pf</td></tr><tr><th style='text-align: right;'>experimentVersionNumber</th><td style='text-align: left;'>0001</td></tr>\n",
                            "                </table>"
                        ],
                        "text/plain": [
                            "<IPython.core.display.HTML object>"
                        ]
                    },
                    "execution_count": 7,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data.describe('mwp')"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "6c03429c",
            "metadata": {},
            "source": [
                "We can use **ls()** function to list all the fields in the file we downloaded."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 8,
            "id": "f955b02e",
            "metadata": {
                "scrolled": true,
                "tags": []
            },
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
                            "        vertical-align: top;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: center;\">\n",
                            "      <th></th>\n",
                            "      <th>centre</th>\n",
                            "      <th>shortName</th>\n",
                            "      <th>typeOfLevel</th>\n",
                            "      <th>level</th>\n",
                            "      <th>dataDate</th>\n",
                            "      <th>dataTime</th>\n",
                            "      <th>stepRange</th>\n",
                            "      <th>dataType</th>\n",
                            "      <th>number</th>\n",
                            "      <th>gridType</th>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>Message</th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>0</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>9</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>1</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>22</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>2</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>35</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>3</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>1</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>4</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>12</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>5</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>27</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>6</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>34</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>7</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>47</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>8</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>17</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>9</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>18</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>10</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>42</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>11</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>cf</td>\n",
                            "      <td>0</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>12</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>39</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>13</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>50</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>14</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>13</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>15</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>30</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>16</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>5</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>17</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>33</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>18</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>24</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>19</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>26</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>20</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>40</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>21</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>49</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>22</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>48</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>23</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>15</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>24</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>37</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>25</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>31</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>26</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>10</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>27</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>3</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>28</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>32</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>29</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>14</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>30</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>28</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>31</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>44</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>32</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>16</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>33</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>43</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>34</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>38</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>35</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>23</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>36</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>21</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>37</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>4</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>38</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>41</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>39</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>29</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>40</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>25</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>46</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>42</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>36</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>43</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>20</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>44</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>45</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>45</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>8</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>46</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>11</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>47</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>19</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>48</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>2</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>7</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>50</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>6</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "        centre shortName typeOfLevel  level  dataDate  dataTime stepRange  \\\n",
                            "Message                                                                     \n",
                            "0        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "1        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "2        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "3        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "4        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "5        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "6        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "7        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "8        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "9        ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "10       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "11       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "12       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "13       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "14       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "15       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "16       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "17       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "18       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "19       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "20       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "21       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "22       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "23       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "24       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "25       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "26       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "27       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "28       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "29       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "30       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "31       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "32       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "33       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "34       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "35       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "36       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "37       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "38       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "39       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "40       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "41       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "42       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "43       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "44       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "45       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "46       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "47       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "48       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "49       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "50       ecmf      mwp      meanSea     0    20220427      0        12      \n",
                            "\n",
                            "        dataType number   gridType   \n",
                            "Message                              \n",
                            "0          pf       9    regular_ll  \n",
                            "1          pf      22    regular_ll  \n",
                            "2          pf      35    regular_ll  \n",
                            "3          pf       1    regular_ll  \n",
                            "4          pf      12    regular_ll  \n",
                            "5          pf      27    regular_ll  \n",
                            "6          pf      34    regular_ll  \n",
                            "7          pf      47    regular_ll  \n",
                            "8          pf      17    regular_ll  \n",
                            "9          pf      18    regular_ll  \n",
                            "10         pf      42    regular_ll  \n",
                            "11         cf       0    regular_ll  \n",
                            "12         pf      39    regular_ll  \n",
                            "13         pf      50    regular_ll  \n",
                            "14         pf      13    regular_ll  \n",
                            "15         pf      30    regular_ll  \n",
                            "16         pf       5    regular_ll  \n",
                            "17         pf      33    regular_ll  \n",
                            "18         pf      24    regular_ll  \n",
                            "19         pf      26    regular_ll  \n",
                            "20         pf      40    regular_ll  \n",
                            "21         pf      49    regular_ll  \n",
                            "22         pf      48    regular_ll  \n",
                            "23         pf      15    regular_ll  \n",
                            "24         pf      37    regular_ll  \n",
                            "25         pf      31    regular_ll  \n",
                            "26         pf      10    regular_ll  \n",
                            "27         pf       3    regular_ll  \n",
                            "28         pf      32    regular_ll  \n",
                            "29         pf      14    regular_ll  \n",
                            "30         pf      28    regular_ll  \n",
                            "31         pf      44    regular_ll  \n",
                            "32         pf      16    regular_ll  \n",
                            "33         pf      43    regular_ll  \n",
                            "34         pf      38    regular_ll  \n",
                            "35         pf      23    regular_ll  \n",
                            "36         pf      21    regular_ll  \n",
                            "37         pf       4    regular_ll  \n",
                            "38         pf      41    regular_ll  \n",
                            "39         pf      29    regular_ll  \n",
                            "40         pf      25    regular_ll  \n",
                            "41         pf      46    regular_ll  \n",
                            "42         pf      36    regular_ll  \n",
                            "43         pf      20    regular_ll  \n",
                            "44         pf      45    regular_ll  \n",
                            "45         pf       8    regular_ll  \n",
                            "46         pf      11    regular_ll  \n",
                            "47         pf      19    regular_ll  \n",
                            "48         pf       2    regular_ll  \n",
                            "49         pf       7    regular_ll  \n",
                            "50         pf       6    regular_ll  "
                        ]
                    },
                    "execution_count": 8,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data.ls()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "0fcdc285-8aa2-4eb0-9f19-cab8f1d4c815",
            "metadata": {},
            "source": [
                "We can mask where the mean wave period is equal or greater than 8 s.  \n",
                "This will set values at 1 where the mean wave period is >= 8 s m and 0 where it is <= 8 s.\n"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 9,
            "id": "197e98ef-8cba-4e0d-86f0-753767e43263",
            "metadata": {},
            "outputs": [],
            "source": [
                "mwp_mask = data > 8"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "0607e807",
            "metadata": {},
            "source": [
                "Now we can calculate the probability:"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 10,
            "id": "2a6df14f",
            "metadata": {},
            "outputs": [],
            "source": [
                "prob_mwp = (ecdata.mean(mwp_mask) * 100)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "d48c59e5",
            "metadata": {},
            "source": [
                "## Plotting the data\n",
                "And finally, we can plot the data on the map. "
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 11,
            "id": "03f7aa46",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "image/png": 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\n",
                        "text/plain": [
                            "<IPython.core.display.Image object>"
                        ]
                    },
                    "execution_count": 11,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "fig = GeoMap(area_name='europe')\n",
                "\n",
                "fig.coastlines(land_colour=\"cream\",resolution=\"medium\")\n",
                "fig.contour_shaded(prob_mwp, style=\"probability_blue\")\n",
                "\n",
                "fig.coastlines(resolution=\"medium\")\n",
                "fig.gridlines()\n",
                "\n",
                "fig.title([\"Probabilities: Probabilities: Mean wave period > 8 s\", \n",
                "           \"START TIME: <grib_info key='base-date' format='%a %d %B %Y %H'/>\",\n",
                "           \"VALID TIME: <grib_info key='valid-date' format='%a %d %B %Y %H' />, STEP: <grib_info key='step'/>\"])\n",
                "fig.legend()\n",
                "fig.footer(\"© European Centre for Medium-Range Weather Forecasts (ECMWF) Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use (https://apps.ecmwf.int/datasets/licences/general/)\", logo='ecmwf')\n",
                "\n",
                "fig.show()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4",
            "metadata": {},
            "source": [
                "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data.  \n",
                "Open data is on 0.4x0.4 resolution, while high resolution data is 0.1x0.1 grid."
            ]
        }
    ],
    "metadata": {
        "kernelspec": {
            "display_name": "Python 3 (ipykernel)",
            "language": "python",
            "name": "python3"
        },
        "language_info": {
            "codemirror_mode": {
                "name": "ipython",
                "version": 3
            },
            "file_extension": ".py",
            "mimetype": "text/x-python",
            "name": "python",
            "nbconvert_exporter": "python",
            "pygments_lexer": "ipython3",
            "version": "3.8.13"
        }
    },
    "nbformat": 4,
    "nbformat_minor": 5
}