{ "cells": [ { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "# CAMS European Air Quality Forecasts and Analyses" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{hint} \n", "Execute the notebook on the training platform >>\n", "```" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "This notebooks provides an introduction to the CAMS European Air Quality Forecasts dataset, which provides daily air quality analyses and forecasts over Europe.\n", "\n", "CAMS produces specific daily air quality analyses and forecasts for the European domain at significantly higher spatial resolution (0.1 degrees, approx. 10km) than is available from the global analyses and forecasts. The production is based on an ensemble of nine air quality forecasting systems across Europe. A median ensemble is calculated from individual outputs, since ensemble products yield on average better performance than the individual model products. Air quality forecasts are produced once a day for the next four days. Both the analysis and the forecast are available at hourly time steps at seven height levels.\n", "\n", "The notebook examines the **Saharan Dust event** which occured over parts of Europe in the first half of April 2024.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{admonition} Basic facts\n", "**Spatial resolution**: `0.1° x 0.1°`
\n", "**Spatial coverage**: `Europe`
\n", "**Temporal resolution**: `1-hourly up to leadtime hour 120`
\n", "**Temporal coverage**: `three-year rolling archive`
\n", "**Data format**: `GRIB` or `zipped NetCDF`\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{admonition} How to access the data\n", "CAMS European air quality forecasts are available for download via the Copernicus Atmosphere Data Store (ADS). You will need to create an ADS account here.\n", "\n", "Data from the ADS can be downloaded in two ways:\n", "* `manually` via the ADS web interface\n", "* `programmatically` with a Python package called cdsapi (more information)\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "**Load required libraries**" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "import xarray as xr\n", "import pandas as pd\n", "from datetime import datetime\n", "\n", "import matplotlib.pyplot as plt\n", "import matplotlib.colors\n", "from matplotlib.cm import get_cmap\n", "from matplotlib import animation\n", "from matplotlib.axes import Axes\n", "\n", "import cartopy.crs as ccrs\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "import cartopy.feature as cfeature\n", "from cartopy.mpl.geoaxes import GeoAxes\n", "GeoAxes._pcolormesh_patched = Axes.pcolormesh\n", "\n", "from IPython.display import HTML\n", "\n", "import warnings\n", "warnings.simplefilter(action = \"ignore\", category = RuntimeWarning)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Load helper functions**" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%run ../functions.ipynb" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## *Optional: Retrieve CAMS European air quality forecasts programmatically*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `CDS Application Program Interface (CDS API)` is a Python library which allows you to access data from the ADS `programmatically`. In order to use the CDS API, follow the steps below:\n", "\n", "* Self-register at the ADS registration page (if you do not have an account yet)\n", "* Login to the ADS portal and go to the api-how-to-page.\n", "* Copy the CDS API key displayed in the black terminal window and replace the `######` of the `KEY` variable below with your individual CDS API key\n", "\n", "**Note:** You find your CDS API key displayed in the black terminal box under the section `Install the CDS API key`. If you do not see a URL or key appear in the black terminal box, please refresh your browser tab. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "URL='https://ads.atmosphere.copernicus.eu/api/v2'\n", "KEY='########################'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next step is then to request the data with a so called `API request`. Via the ADS web interface, you can select the data and at the end of the web interface, you can open the ADS request via `Show API request`. Copy the request displayed there in the cell below. Once you execute the cell, the download of the data starts automatically.\n", "\n", "In the web interface we specified the following characteristics:\n", "* **Variable**: `Dust`\n", "* **Date**: `2024-04-07` to `2024-04-07`\n", "* **time**: `00:00` *(Start of the model run)*\n", "* **Lead time hour**: `every 3 hours up to forecast hour 90`\n", "* **Level**: `0` *(metres above sea level)*\n", "* **Format**: `netcdf_zip`" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import cdsapi\n", "\n", "c = cdsapi.Client(url=URL, key=KEY)\n", "\n", "c.retrieve(\n", " 'cams-europe-air-quality-forecasts',\n", " {\n", " 'model': 'ensemble',\n", " 'date': '2024-04-07/2024-04-07',\n", " 'format': 'netcdf',\n", " 'variable': 'dust',\n", " 'type': 'forecast',\n", " 'time': '00:00',\n", " 'leadtime_hour': [\n", " '0', '12', '15',\n", " '18', '21', '24',\n", " '27', '3', '30',\n", " '33', '36', '39',\n", " '42', '45', '48',\n", " '51', '54', '57',\n", " '6', '60', '63',\n", " '66', '69', '72',\n", " '75', '78', '81',\n", " '84', '87', '9',\n", " '90',\n", " ],\n", " 'level': '0',\n", " },\n", " '../20240407_dust_concentration.nc')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load and browse CAMS European Air Quality forecast data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "CAMS European air quality forecasts can be downloaded in either `GRIB` or `NetCDF`. The data for the present example has been downloaded in the `netCDF` format.\n", "You can use xarray's function `xr.open_dataset()` to open the NetCDF file as `xarray.Dataset`. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset> Size: 36MB\n",
       "Dimensions:    (longitude: 700, latitude: 420, level: 1, time: 31)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 3kB 335.0 335.1 335.2 ... 44.75 44.85 44.95\n",
       "  * latitude   (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n",
       "  * level      (level) float32 4B 0.0\n",
       "  * time       (time) timedelta64[ns] 248B 0 days 00:00:00 ... 3 days 18:00:00\n",
       "Data variables:\n",
       "    dust       (time, level, latitude, longitude) float32 36MB ...\n",
       "Attributes:\n",
       "    title:        Dust Air Pollutant FORECAST at the Surface\n",
       "    institution:  Data produced by Meteo France\n",
       "    source:       Data from ENSEMBLE model\n",
       "    history:      Model ENSEMBLE FORECAST\n",
       "    FORECAST:     Europe, 20240407+[0H_90H]\n",
       "    summary:      ENSEMBLE model hourly FORECAST of Dust concentration at the...\n",
       "    project:      MACC-RAQ (http://macc-raq.gmes-atmosphere.eu)
" ], "text/plain": [ " Size: 36MB\n", "Dimensions: (longitude: 700, latitude: 420, level: 1, time: 31)\n", "Coordinates:\n", " * longitude (longitude) float32 3kB 335.0 335.1 335.2 ... 44.75 44.85 44.95\n", " * latitude (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n", " * level (level) float32 4B 0.0\n", " * time (time) timedelta64[ns] 248B 0 days 00:00:00 ... 3 days 18:00:00\n", "Data variables:\n", " dust (time, level, latitude, longitude) float32 36MB ...\n", "Attributes:\n", " title: Dust Air Pollutant FORECAST at the Surface\n", " institution: Data produced by Meteo France\n", " source: Data from ENSEMBLE model\n", " history: Model ENSEMBLE FORECAST\n", " FORECAST: Europe, 20240407+[0H_90H]\n", " summary: ENSEMBLE model hourly FORECAST of Dust concentration at the...\n", " project: MACC-RAQ (http://macc-raq.gmes-atmosphere.eu)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "file = xr.open_dataset('../eodata/3_model/cams/european_forecast/20240407_dust_concentration.nc')\n", "file\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data above has four dimensions (`latitude`, `longitude`, `level` and `time`) and one data variable:\n", "* `dust`: Dust Air Pollutant\n", "\n", "Let us inspect the coordinates of the file more in detail." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below, you see that the data set consists of 31 time steps, starting on 7 April 2024 00 UTC and ranging up to 6 days ahead. However, the format of the time coordinates is in nanoseconds.\n", "\n", "Let us convert the time information into a human-readable time format." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'time' (time: 31)> Size: 248B\n",
       "array([              0,  10800000000000,  21600000000000,  32400000000000,\n",
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       "        86400000000000,  97200000000000, 108000000000000, 118800000000000,\n",
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       "       259200000000000, 270000000000000, 280800000000000, 291600000000000,\n",
       "       302400000000000, 313200000000000, 324000000000000],\n",
       "      dtype='timedelta64[ns]')\n",
       "Coordinates:\n",
       "  * time     (time) timedelta64[ns] 248B 0 days 00:00:00 ... 3 days 18:00:00\n",
       "Attributes:\n",
       "    long_name:  FORECAST time from 20240407
" ], "text/plain": [ " Size: 248B\n", "array([ 0, 10800000000000, 21600000000000, 32400000000000,\n", " 43200000000000, 54000000000000, 64800000000000, 75600000000000,\n", " 86400000000000, 97200000000000, 108000000000000, 118800000000000,\n", " 129600000000000, 140400000000000, 151200000000000, 162000000000000,\n", " 172800000000000, 183600000000000, 194400000000000, 205200000000000,\n", " 216000000000000, 226800000000000, 237600000000000, 248400000000000,\n", " 259200000000000, 270000000000000, 280800000000000, 291600000000000,\n", " 302400000000000, 313200000000000, 324000000000000],\n", " dtype='timedelta64[ns]')\n", "Coordinates:\n", " * time (time) timedelta64[ns] 248B 0 days 00:00:00 ... 3 days 18:00:00\n", "Attributes:\n", " long_name: FORECAST time from 20240407" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "file.time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, from the `long_name` information of the time dimension, we can retrieve the initial timestamp. With the function `strptime()` from Python's `datetime` library, we can convert it into a `datetime.datetime` object." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "datetime.datetime(2024, 4, 7, 0, 0)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "timestamp = file.time.long_name[19:27]\n", "\n", "timestamp_init=datetime.strptime(timestamp,'%Y%m%d' )\n", "timestamp_init" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In a next step, we then build a `DateTimeIndex` object with the help of Panda's `date_range()` function, making use of the length of the time dimension.\n", "\n", "The result is a `DateTimeIndex` object, which can be used to newly assign the time coordinate information." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "DatetimeIndex(['2024-04-07 00:00:00', '2024-04-07 03:00:00',\n", " '2024-04-07 06:00:00', '2024-04-07 09:00:00',\n", " '2024-04-07 12:00:00', '2024-04-07 15:00:00',\n", " '2024-04-07 18:00:00', '2024-04-07 21:00:00',\n", " '2024-04-08 00:00:00', '2024-04-08 03:00:00',\n", " '2024-04-08 06:00:00', '2024-04-08 09:00:00',\n", " '2024-04-08 12:00:00', '2024-04-08 15:00:00',\n", " '2024-04-08 18:00:00', '2024-04-08 21:00:00',\n", " '2024-04-09 00:00:00', '2024-04-09 03:00:00',\n", " '2024-04-09 06:00:00', '2024-04-09 09:00:00',\n", " '2024-04-09 12:00:00', '2024-04-09 15:00:00',\n", " '2024-04-09 18:00:00', '2024-04-09 21:00:00',\n", " '2024-04-10 00:00:00', '2024-04-10 03:00:00',\n", " '2024-04-10 06:00:00', '2024-04-10 09:00:00',\n", " '2024-04-10 12:00:00', '2024-04-10 15:00:00',\n", " '2024-04-10 18:00:00'],\n", " dtype='datetime64[ns]', freq=None)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "time_coords = pd.date_range(timestamp_init, periods=len(file.time), freq='3h').strftime(\"%Y-%m-%d %H:%M:%S\").astype('datetime64[ns]')\n", "time_coords" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And the last step is to assign the converted time information to the DataArray `dust`, with the function `assign_coords()`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 36MB\n",
       "Dimensions:    (longitude: 700, latitude: 420, level: 1, time: 31)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 3kB 335.0 335.1 335.2 ... 44.75 44.85 44.95\n",
       "  * latitude   (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n",
       "  * level      (level) float32 4B 0.0\n",
       "  * time       (time) datetime64[ns] 248B 2024-04-07 ... 2024-04-10T18:00:00\n",
       "Data variables:\n",
       "    dust       (time, level, latitude, longitude) float32 36MB ...\n",
       "Attributes:\n",
       "    title:        Dust Air Pollutant FORECAST at the Surface\n",
       "    institution:  Data produced by Meteo France\n",
       "    source:       Data from ENSEMBLE model\n",
       "    history:      Model ENSEMBLE FORECAST\n",
       "    FORECAST:     Europe, 20240407+[0H_90H]\n",
       "    summary:      ENSEMBLE model hourly FORECAST of Dust concentration at the...\n",
       "    project:      MACC-RAQ (http://macc-raq.gmes-atmosphere.eu)
" ], "text/plain": [ " Size: 36MB\n", "Dimensions: (longitude: 700, latitude: 420, level: 1, time: 31)\n", "Coordinates:\n", " * longitude (longitude) float32 3kB 335.0 335.1 335.2 ... 44.75 44.85 44.95\n", " * latitude (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n", " * level (level) float32 4B 0.0\n", " * time (time) datetime64[ns] 248B 2024-04-07 ... 2024-04-10T18:00:00\n", "Data variables:\n", " dust (time, level, latitude, longitude) float32 36MB ...\n", "Attributes:\n", " title: Dust Air Pollutant FORECAST at the Surface\n", " institution: Data produced by Meteo France\n", " source: Data from ENSEMBLE model\n", " history: Model ENSEMBLE FORECAST\n", " FORECAST: Europe, 20240407+[0H_90H]\n", " summary: ENSEMBLE model hourly FORECAST of Dust concentration at the...\n", " project: MACC-RAQ (http://macc-raq.gmes-atmosphere.eu)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dust = file.assign_coords(time=time_coords)\n", "dust" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The latitude values have a 0.1 degrees resolution and have a global N-S coverage." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'latitude' (latitude: 420)> Size: 2kB\n",
       "array([71.95, 71.85, 71.75, ..., 30.25, 30.15, 30.05], dtype=float32)\n",
       "Coordinates:\n",
       "  * latitude  (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n",
       "Attributes:\n",
       "    long_name:  latitude\n",
       "    units:      degrees_north
" ], "text/plain": [ " Size: 2kB\n", "array([71.95, 71.85, 71.75, ..., 30.25, 30.15, 30.05], dtype=float32)\n", "Coordinates:\n", " * latitude (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n", "Attributes:\n", " long_name: latitude\n", " units: degrees_north" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "file.latitude" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The longitude values have a 0.1 degrees resolution as well, but are on a [0,360] grid instead of a [-180,180] grid. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'longitude' (longitude: 700)> Size: 3kB\n",
       "array([335.05, 335.15, 335.25, ...,  44.75,  44.85,  44.95], dtype=float32)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 3kB 335.0 335.1 335.2 ... 44.75 44.85 44.95\n",
       "Attributes:\n",
       "    long_name:  longitude\n",
       "    units:      degrees_east
" ], "text/plain": [ " Size: 3kB\n", "array([335.05, 335.15, 335.25, ..., 44.75, 44.85, 44.95], dtype=float32)\n", "Coordinates:\n", " * longitude (longitude) float32 3kB 335.0 335.1 335.2 ... 44.75 44.85 44.95\n", "Attributes:\n", " long_name: longitude\n", " units: degrees_east" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "file.longitude" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can assign new values to coordinates in an `xarray.Dataset`. You can do this with the `assign_coords()` function, which you can apply onto a `xarray.Dataset`. With the code below, you shift your longitude grid from [0,360] to [-180,180]. At the end, you sort the longitude values in an ascending order." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset> Size: 36MB\n",
       "Dimensions:    (latitude: 420, level: 1, time: 31, longitude: 700)\n",
       "Coordinates:\n",
       "  * latitude   (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n",
       "  * level      (level) float32 4B 0.0\n",
       "  * time       (time) datetime64[ns] 248B 2024-04-07 ... 2024-04-10T18:00:00\n",
       "  * longitude  (longitude) float32 3kB -24.95 -24.85 -24.75 ... 44.85 44.95\n",
       "Data variables:\n",
       "    dust       (time, level, latitude, longitude) float32 36MB ...\n",
       "Attributes:\n",
       "    title:        Dust Air Pollutant FORECAST at the Surface\n",
       "    institution:  Data produced by Meteo France\n",
       "    source:       Data from ENSEMBLE model\n",
       "    history:      Model ENSEMBLE FORECAST\n",
       "    FORECAST:     Europe, 20240407+[0H_90H]\n",
       "    summary:      ENSEMBLE model hourly FORECAST of Dust concentration at the...\n",
       "    project:      MACC-RAQ (http://macc-raq.gmes-atmosphere.eu)
" ], "text/plain": [ " Size: 36MB\n", "Dimensions: (latitude: 420, level: 1, time: 31, longitude: 700)\n", "Coordinates:\n", " * latitude (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n", " * level (level) float32 4B 0.0\n", " * time (time) datetime64[ns] 248B 2024-04-07 ... 2024-04-10T18:00:00\n", " * longitude (longitude) float32 3kB -24.95 -24.85 -24.75 ... 44.85 44.95\n", "Data variables:\n", " dust (time, level, latitude, longitude) float32 36MB ...\n", "Attributes:\n", " title: Dust Air Pollutant FORECAST at the Surface\n", " institution: Data produced by Meteo France\n", " source: Data from ENSEMBLE model\n", " history: Model ENSEMBLE FORECAST\n", " FORECAST: Europe, 20240407+[0H_90H]\n", " summary: ENSEMBLE model hourly FORECAST of Dust concentration at the...\n", " project: MACC-RAQ (http://macc-raq.gmes-atmosphere.eu)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "file_assigned = dust.assign_coords(longitude=(((dust.longitude + 180) % 360) - 180)).sortby('longitude')\n", "file_assigned" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A quick check of the longitude coordinates of the new `xarray.Dataset` shows you that the longitude values range now between [-180, 180]." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'longitude' (longitude: 700)> Size: 3kB\n",
       "array([-24.950012, -24.849976, -24.75    , ...,  44.75    ,  44.850006,\n",
       "        44.949997], dtype=float32)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 3kB -24.95 -24.85 -24.75 ... 44.85 44.95
" ], "text/plain": [ " Size: 3kB\n", "array([-24.950012, -24.849976, -24.75 , ..., 44.75 , 44.850006,\n", " 44.949997], dtype=float32)\n", "Coordinates:\n", " * longitude (longitude) float32 3kB -24.95 -24.85 -24.75 ... 44.85 44.95" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "file_assigned.longitude" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieve the data variable dust as data array" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us store the data variable `dust concentration` as `xarray.DataArray` with the name `dust`." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'dust' (time: 31, level: 1, latitude: 420, longitude: 700)> Size: 36MB\n",
       "[9114000 values with dtype=float32]\n",
       "Coordinates:\n",
       "  * latitude   (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n",
       "  * level      (level) float32 4B 0.0\n",
       "  * time       (time) datetime64[ns] 248B 2024-04-07 ... 2024-04-10T18:00:00\n",
       "  * longitude  (longitude) float32 3kB -24.95 -24.85 -24.75 ... 44.85 44.95\n",
       "Attributes:\n",
       "    species:        Dust\n",
       "    units:          µg/m3\n",
       "    value:          hourly values\n",
       "    standard_name:  mass_concentration_of_dust_in_air
" ], "text/plain": [ " Size: 36MB\n", "[9114000 values with dtype=float32]\n", "Coordinates:\n", " * latitude (latitude) float32 2kB 71.95 71.85 71.75 ... 30.25 30.15 30.05\n", " * level (level) float32 4B 0.0\n", " * time (time) datetime64[ns] 248B 2024-04-07 ... 2024-04-10T18:00:00\n", " * longitude (longitude) float32 3kB -24.95 -24.85 -24.75 ... 44.85 44.95\n", "Attributes:\n", " species: Dust\n", " units: µg/m3\n", " value: hourly values\n", " standard_name: mass_concentration_of_dust_in_air" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dust = file_assigned.dust\n", "dust" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Above, you see that the variable `dust` has four attributes, `species`, `units`, `value` and `standard_name`. Let us define variables for `unit` and `standard_name` attributes. The variables can be used for visualizing the data." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "long_name = dust.standard_name\n", "units = dust.units" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us do the same for the coordinates `longitude` and `latitude`." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "latitude = dust.latitude\n", "longitude = dust.longitude" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualize the *dust concentration* in Europe" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next step is to visualize the dataset. You can use the function [visualize_pcolormesh](../functions.ipynb#visualize_pcolormesh), which makes use of matploblib's function `pcolormesh` and the [Cartopy](https://scitools.org.uk/cartopy/docs/latest/) library.\n", "\n", "With `?visualize_pcolormesh` you can open the function's docstring to see what keyword arguments are needed to prepare your plot." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "?visualize_pcolormesh" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can make use of the variables we have defined above:\n", "- `units`\n", "- `long_name`\n", "- `latitude`\n", "- `longitude`\n", "\n", "Additionally, you can specify the color scale and minimum and maxium data values." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_index = 21\n", "visualize_pcolormesh(data_array=dust[time_index,0,:,:],\n", " longitude=longitude,\n", " latitude=latitude,\n", " projection=ccrs.PlateCarree(),\n", " color_scale='hot_r',\n", " unit=units,\n", " long_name=long_name + ' - ' + str(dust[time_index,0,:,:].time.data)[0:16],\n", " vmin=0, \n", " vmax=300,\n", " lonmin=longitude.min().data,\n", " lonmax=longitude.max().data,\n", " latmin=latitude.min().data,\n", " latmax=latitude.max().data,\n", " set_global=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Animate dust concentration forecasts over Europe" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the last step, you can animate the `dust concentration` in order to see how the trace gas develops over a period of 4 days, from 7th to 10th of April 2024.\n", "\n", "You can do animations with matplotlib's function `animation`. Jupyter's function `HTML` can then be used to display HTML and video content." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The animation function consists of 4 parts:\n", "- **Setting the initial state:**
\n", " Here, you define the general plot your animation shall use to initialise the animation. You can also define the number of frames (time steps) your animation shall have.\n", " \n", " \n", "- **Functions to animate:**
\n", " An animation consists of three functions: `draw()`, `init()` and `animate()`. `draw()` is the function where individual frames are passed on and the figure is returned as image. In this example, the function redraws the plot for each time step. `init()` returns the figure you defined for the initial state. `animate()` returns the `draw()` function and animates the function over the given number of frames (time steps).\n", " \n", " \n", "- **Create a `animate.FuncAnimation` object:**
\n", " The functions defined before are now combined to build an `animate.FuncAnimation` object.\n", " \n", " \n", "- **Play the animation as video:**
\n", " As a final step, you can integrate the animation into the notebook with the `HTML` class. You take the generate animation object and convert it to a HTML5 video with the `to_html5_video` function" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Setting the initial state:\n", "# 1. Define figure for initial plot\n", "fig, ax = visualize_pcolormesh(data_array=dust[0,0,:,:],\n", " longitude=dust.longitude, \n", " latitude=dust.latitude,\n", " projection=ccrs.PlateCarree(), \n", " color_scale='hot_r', \n", " unit=units,\n", " long_name=long_name + ' - '+ str(dust.time[0].data)[0:16],\n", " vmin=0,\n", " vmax=250, \n", " lonmin=longitude.min().data, \n", " lonmax=longitude.max().data, \n", " latmin=latitude.min().data, \n", " latmax=latitude.max().data,\n", " set_global=False)\n", "\n", "frames = 24\n", "\n", "def draw(i):\n", " img = plt.pcolormesh(dust.longitude, \n", " dust.latitude, \n", " dust[i,0,:,:], \n", " cmap='hot_r', \n", " transform=ccrs.PlateCarree(),\n", " vmin=0,\n", " vmax=250,\n", " shading='auto')\n", " \n", " ax.set_title(long_name + ' - '+ str(dust.time[i].data)[0:16], fontsize=20, pad=20.0)\n", " return img\n", "\n", "def init():\n", " return fig\n", "\n", "def animate(i):\n", " return draw(i)\n", "\n", "ani = animation.FuncAnimation(fig, animate, frames, interval=800, blit=False,\n", " init_func=init, repeat=True)\n", "\n", "HTML(ani.to_html5_video())\n", "plt.close(fig)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Play the animation video as HTML5 video**" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML(ani.to_html5_video())" ] } ], "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 4 }