opencharts/medium-ens-wave-ws.ipynb

{
    "cells": [
        {
            "cell_type": "markdown",
            "id": "99e81713",
            "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",
                "# \tCombined probabilities: 10m wind speed > 10 m/s and significant wave height > 2m"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "187ac9cb",
            "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-ens-wave-ws  \n"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "f031e93e-177f-4740-8364-6ccbbc551a07",
            "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": "d455c6bb-c1e6-4292-a1a4-da15be0172bf",
            "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": "a4ec26e4",
            "metadata": {},
            "source": [
                "## Retrieve Data\n",
                "This product takes in input 3 parameters :\n",
                "\n",
                "* [Significant height of combined wind waves and swell](https://apps.ecmwf.int/codes/grib/param-db/?id=140229)\n",
                "* [10 metre U wind component](https://apps.ecmwf.int/codes/grib/param-db/?id=165)\n",
                "* [10 metre V wind component](https://apps.ecmwf.int/codes/grib/param-db/?id=166)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "c2b193ae-a013-478b-9b76-6d539bbc482b",
            "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": "d944e687",
            "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": "99c4e346",
            "metadata": {},
            "outputs": [],
            "source": [
                "client = Client(\"ecmwf\", beta=True)"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 3,
            "id": "80df2211",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/plain": [
                            "'medium-ens-wave-ws_enfo.grib'"
                        ]
                    },
                    "execution_count": 3,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "parameters_enfo = ['10u', '10v']\n",
                "filename_enfo = 'medium-ens-wave-ws_enfo.grib'\n",
                "filename_enfo"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 4,
            "id": "7d020c62-4768-4747-861a-83c9301cdd20",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/plain": [
                            "'medium-ens-wave-ws_enfo_waef.grib'"
                        ]
                    },
                    "execution_count": 4,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "parameters_wave = ['swh']\n",
                "filename_wave = 'medium-ens-wave-ws_enfo_waef.grib'\n",
                "filename_wave"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "1346de01-0657-4b32-8166-d094c871988e",
            "metadata": {},
            "source": [
                "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as the control forecast.  \n",
                "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": 5,
            "id": "900f8cef-ebb9-44fd-a8d6-2a22314bcc92",
            "metadata": {},
            "outputs": [
                {
                    "name": "stderr",
                    "output_type": "stream",
                    "text": [
                        "                                                                                      \r"
                    ]
                },
                {
                    "data": {
                        "text/plain": [
                            "<ecmwf.opendata.client.Result at 0x7feb001fc760>"
                        ]
                    },
                    "execution_count": 5,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "client.retrieve(\n",
                "    date=0,\n",
                "    time=0,\n",
                "    step=12,\n",
                "    stream=\"enfo\",\n",
                "    type=['cf', 'pf'],\n",
                "    levtype=\"sfc\",\n",
                "    param=parameters_enfo,\n",
                "    target=filename_enfo\n",
                ")"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 6,
            "id": "01075c4d",
            "metadata": {},
            "outputs": [
                {
                    "name": "stderr",
                    "output_type": "stream",
                    "text": [
                        "                                                                                      \r"
                    ]
                },
                {
                    "data": {
                        "text/plain": [
                            "<ecmwf.opendata.client.Result at 0x7feb41a4df10>"
                        ]
                    },
                    "execution_count": 6,
                    "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_wave,\n",
                "    target=filename_wave\n",
                ")"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "a65f5e22-e42b-4fa0-a27c-cf4223db5a1b",
            "metadata": {},
            "source": [
                "## Reading and processing the data\n",
                "Now we can use **ecmwf.data** to read the files."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 7,
            "id": "6a2cfcd6-184f-45d2-a210-e4933213192c",
            "metadata": {},
            "outputs": [],
            "source": [
                "data_enfo = ecdata.read(filename_enfo)"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 8,
            "id": "38421bdb",
            "metadata": {},
            "outputs": [],
            "source": [
                "data_wave = ecdata.read(filename_wave)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "bfc76d75",
            "metadata": {},
            "source": [
                "The **describe()** function will give us the overview of the dataset.  "
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 9,
            "id": "9917b789",
            "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;'>10u</th><td style='text-align: left;'>heightAboveGround</td><td style='text-align: left;'>10</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;'>165</td><td style='text-align: left;'>od</td><td style='text-align: left;'>enfo</td><td style='text-align: left;'>cf,pf</td><td style='text-align: left;'>0001</td></tr><tr><th style='text-align: right;'>10v</th><td style='text-align: left;'>heightAboveGround</td><td style='text-align: left;'>10</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;'>166</td><td style='text-align: left;'>od</td><td style='text-align: left;'>enfo</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": 9,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data_enfo.describe()"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 10,
            "id": "e7852b6e-fd70-43c4-aa5b-70d569c7ce48",
            "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;'>swh</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;'>140229</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": 10,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data_wave.describe()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "8dec5c59-7c96-48eb-a8fd-54a6dedffcd9",
            "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": 11,
            "id": "bae44995-bcf9-4ff4-9565-d5abf2a563aa",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "  \n",
                            "                <table>\n",
                            "                <tr></tr>\n",
                            "                <tr><th style='text-align: right;'>shortName</th><td style='text-align: left;'>swh</td></tr><tr><th style='text-align: right;'>name</th><td style='text-align: left;'>Significant height of combined wind waves and swell</td></tr><tr><th style='text-align: right;'>paramId</th><td style='text-align: left;'>140229</td></tr><tr><th style='text-align: right;'>units</th><td style='text-align: left;'>m</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": 11,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data_wave.describe('swh')"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "eae8668b",
            "metadata": {},
            "source": [
                "We can use **ls()** function to list all the fields in the file we downloaded."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 12,
            "id": "d08558a9",
            "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>swh</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>1</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>2</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>3</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>4</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>5</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>6</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>7</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>8</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>9</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>swh</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>11</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>12</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>13</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>14</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>15</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>16</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>17</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>18</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>19</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>swh</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>21</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>22</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>23</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>24</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>25</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>26</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>27</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>28</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>29</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>30</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>31</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>32</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>33</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>34</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>35</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>36</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>37</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>38</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>39</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>40</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>41</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>42</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>43</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>44</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>45</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>46</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>47</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>48</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>49</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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>50</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swh</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      swh      meanSea     0    20220427      0        12      \n",
                            "1        ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "2        ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "3        ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "4        ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "5        ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "6        ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "7        ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "8        ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "9        ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "10       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "11       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "12       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "13       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "14       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "15       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "16       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "17       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "18       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "19       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "20       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "21       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "22       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "23       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "24       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "25       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "26       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "27       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "28       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "29       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "30       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "31       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "32       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "33       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "34       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "35       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "36       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "37       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "38       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "39       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "40       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "41       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "42       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "43       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "44       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "45       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "46       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "47       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "48       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "49       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "50       ecmf      swh      meanSea     0    20220427      0        12      \n",
                            "\n",
                            "        dataType number   gridType   \n",
                            "Message                              \n",
                            "0          pf       7    regular_ll  \n",
                            "1          pf       1    regular_ll  \n",
                            "2          pf      28    regular_ll  \n",
                            "3          pf      46    regular_ll  \n",
                            "4          pf      48    regular_ll  \n",
                            "5          pf      30    regular_ll  \n",
                            "6          pf      15    regular_ll  \n",
                            "7          pf      43    regular_ll  \n",
                            "8          pf      39    regular_ll  \n",
                            "9          pf      18    regular_ll  \n",
                            "10         pf       4    regular_ll  \n",
                            "11         pf      45    regular_ll  \n",
                            "12         pf       2    regular_ll  \n",
                            "13         pf       9    regular_ll  \n",
                            "14         pf       5    regular_ll  \n",
                            "15         cf       0    regular_ll  \n",
                            "16         pf      38    regular_ll  \n",
                            "17         pf      40    regular_ll  \n",
                            "18         pf      27    regular_ll  \n",
                            "19         pf      26    regular_ll  \n",
                            "20         pf      32    regular_ll  \n",
                            "21         pf      31    regular_ll  \n",
                            "22         pf      14    regular_ll  \n",
                            "23         pf      25    regular_ll  \n",
                            "24         pf      10    regular_ll  \n",
                            "25         pf      11    regular_ll  \n",
                            "26         pf      19    regular_ll  \n",
                            "27         pf      17    regular_ll  \n",
                            "28         pf      42    regular_ll  \n",
                            "29         pf      41    regular_ll  \n",
                            "30         pf      12    regular_ll  \n",
                            "31         pf      37    regular_ll  \n",
                            "32         pf      36    regular_ll  \n",
                            "33         pf      16    regular_ll  \n",
                            "34         pf      22    regular_ll  \n",
                            "35         pf      21    regular_ll  \n",
                            "36         pf      47    regular_ll  \n",
                            "37         pf      20    regular_ll  \n",
                            "38         pf       8    regular_ll  \n",
                            "39         pf       3    regular_ll  \n",
                            "40         pf      23    regular_ll  \n",
                            "41         pf      29    regular_ll  \n",
                            "42         pf      44    regular_ll  \n",
                            "43         pf      24    regular_ll  \n",
                            "44         pf      35    regular_ll  \n",
                            "45         pf      33    regular_ll  \n",
                            "46         pf      49    regular_ll  \n",
                            "47         pf      50    regular_ll  \n",
                            "48         pf      13    regular_ll  \n",
                            "49         pf      34    regular_ll  \n",
                            "50         pf       6    regular_ll  "
                        ]
                    },
                    "execution_count": 12,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data_wave.ls()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "f8a0e223-e999-42b6-acaf-63fbae74177b",
            "metadata": {},
            "source": [
                "**ecmwf.data** library has a built in function to calculate the speed from u and v components. It takes u/v fieldsets as input and gives back speed intensity.  \n",
                "Note that we can give a fieldset on N u/v components, not just one pair.  \n",
                "\n",
                "In this case we will calculate all 51 ensemble members at the same time.  \n",
                "First we need to filter out u and v and sort the fieldsets."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 13,
            "id": "4289bf50",
            "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;'>10si</th><td style='text-align: left;'>heightAboveGround</td><td style='text-align: left;'>10</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;'>207</td><td style='text-align: left;'>od</td><td style='text-align: left;'>enfo</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": 13,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "u = data_enfo.select(shortName= '10u').sort()\n",
                "v = data_enfo.select(shortName= '10v').sort()\n",
                "\n",
                "speed = ecdata.speed(u,v)\n",
                "speed.describe()"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 14,
            "id": "221626e3-7524-41c6-9002-02fb1535a785",
            "metadata": {},
            "outputs": [],
            "source": [
                "mask = ecdata.Fieldset()\n",
                "for number in range(51):\n",
                "    swh_n = data_wave.select(number = number,)\n",
                "    speed_n = speed.select(number = number)\n",
                "    m = (swh_n > 2) & (speed_n >= 10)\n",
                "    mask.append(m)\n",
                "\n",
                "prob = (ecdata.mean(mask))*100"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "cda5bd95",
            "metadata": {},
            "source": [
                "## Plotting the data\n",
                "Each parameter has a dedicated style used at ECMWF web open charts."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 15,
            "id": "c0421d5e",
            "metadata": {},
            "outputs": [
                {
                    "data": {
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\n",
                        "text/plain": [
                            "<IPython.core.display.Image object>"
                        ]
                    },
                    "execution_count": 15,
                    "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, style=\"probability_blue\")\n",
                "\n",
                "fig.coastlines(resolution=\"medium\")\n",
                "fig.gridlines()\n",
                "\n",
                "fig.title([\"Combined probabilities: 10m wind speed > 10 m/s and significant wave height > 2m\",\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",
                "\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": "4d44f5cc-fc4f-46a7-9c5d-ef427c2ef950",
            "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."
            ]
        }
    ],
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