{ "cells": [ { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "![logo](./img/LogoLine_horizon_CAMS.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Create Animations from CAMS Data\n", "\n", "This tutorial demonstrates how to create animations from data of the [Copernicus Atmosphere Monitoring Service (CAMS)](https://atmosphere.copernicus.eu/). We will use as our example Organic Matter Aerosol Optical Depth (AOD) analysis data from the beginning of August 2021 over North America. This was a time of significant wildfire activity." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", "
Run the tutorial via free cloud platforms: \n", " \"Binder\"\n", " \"Kaggle\"\n", " \"Colab\"
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Install and import packages" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T13:49:51.486889Z", "iopub.status.busy": "2024-09-12T13:49:51.485531Z", "iopub.status.idle": "2024-09-12T13:50:14.521435Z", "shell.execute_reply": "2024-09-12T13:50:14.519925Z", "shell.execute_reply.started": "2024-09-12T13:49:51.486815Z" } }, "outputs": [], "source": [ "!pip install cdsapi" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T13:55:07.108674Z", "iopub.status.busy": "2024-09-12T13:55:07.107316Z", "iopub.status.idle": "2024-09-12T13:55:07.120625Z", "shell.execute_reply": "2024-09-12T13:55:07.119024Z", "shell.execute_reply.started": "2024-09-12T13:55:07.108622Z" }, "tags": [] }, "outputs": [], "source": [ "# Import CDS API\n", "import cdsapi\n", "\n", "# Libraries for reading and working with multidimensional arrays\n", "import numpy as np\n", "import xarray as xr\n", "\n", "# Libraries to assist with animation and visualisations\n", "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "from matplotlib import animation\n", "import cartopy.crs as ccrs\n", "from IPython.display import HTML\n", "\n", "# Disable warnings for data download via API\n", "import urllib3 \n", "urllib3.disable_warnings()" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## Access and read data\n", "\n", "### Data download\n", "\n", "Copy your API key into the code cell below, replacing `#######` with your key. (Remember, to access data from the ADS, you will need first to register/login https://ads-beta.atmosphere.copernicus.eu/ and obtain an API key from https://ads-beta.atmosphere.copernicus.eu/how-to-api.)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T13:55:10.725434Z", "iopub.status.busy": "2024-09-12T13:55:10.724978Z", "iopub.status.idle": "2024-09-12T13:55:10.731482Z", "shell.execute_reply": "2024-09-12T13:55:10.730020Z", "shell.execute_reply.started": "2024-09-12T13:55:10.725392Z" }, "tags": [] }, "outputs": [], "source": [ "URL = 'https://ads-beta.atmosphere.copernicus.eu/api'\n", "\n", "# Replace the hashtags with your key:\n", "KEY = '###################################'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we specify a data directory into which we will download our data and all output files that we will generate:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T13:55:13.613489Z", "iopub.status.busy": "2024-09-12T13:55:13.613006Z", "iopub.status.idle": "2024-09-12T13:55:13.619200Z", "shell.execute_reply": "2024-09-12T13:55:13.617797Z", "shell.execute_reply.started": "2024-09-12T13:55:13.613447Z" } }, "outputs": [], "source": [ "DATADIR = '.'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For our first plotting example, we will use CAMS Global Atmospheric Composition Forecast data. The code below shows the subset characteristics that we will extract from this dataset for the purpose of this tutorial as an API request." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{note}\n", "Before running this code, ensure that you have **accepted the terms and conditions**. This is something you only need to do once for each CAMS dataset. You will find the option to do this by selecting the dataset in the ADS, then scrolling to the end of the *Download data* tab.\n", "```" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T13:55:16.905882Z", "iopub.status.busy": "2024-09-12T13:55:16.905397Z", "iopub.status.idle": "2024-09-12T13:59:40.095834Z", "shell.execute_reply": "2024-09-12T13:59:40.094546Z", "shell.execute_reply.started": "2024-09-12T13:55:16.905840Z" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-09-12 13:55:17,669 INFO Request ID is e24adaaf-9fc9-49dc-bf46-f693d79b62dd\n", "2024-09-12 13:55:17,856 INFO status has been updated to accepted\n", "2024-09-12 13:55:19,546 INFO status has been updated to running\n", "2024-09-12 13:59:37,195 INFO Creating download object as as_source with files:\n", "['data_sfc.nc']\n", "2024-09-12 13:59:37,196 INFO status has been updated to successful\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "f9922c6300a9a0415cd24b787ca0c16b.nc: 0%| | 0.00/1.58M [00:00\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 2MB\n",
       "Dimensions:                  (forecast_period: 1, forecast_reference_time: 16,\n",
       "                              latitude: 138, longitude: 251)\n",
       "Coordinates:\n",
       "  * forecast_period          (forecast_period) timedelta64[ns] 8B 00:00:00\n",
       "  * forecast_reference_time  (forecast_reference_time) datetime64[ns] 128B 20...\n",
       "  * latitude                 (latitude) float64 1kB 79.8 79.4 79.0 ... 25.4 25.0\n",
       "  * longitude                (longitude) float64 2kB -150.0 -149.6 ... -50.0\n",
       "    valid_time               (forecast_reference_time, forecast_period) datetime64[ns] 128B ...\n",
       "Data variables:\n",
       "    omaod550                 (forecast_period, forecast_reference_time, latitude, longitude) float32 2MB ...\n",
       "Attributes:\n",
       "    GRIB_centre:             ecmf\n",
       "    GRIB_centreDescription:  European Centre for Medium-Range Weather Forecasts\n",
       "    GRIB_subCentre:          0\n",
       "    Conventions:             CF-1.7\n",
       "    institution:             European Centre for Medium-Range Weather Forecasts\n",
       "    history:                 2024-09-12T13:59 GRIB to CDM+CF via cfgrib-0.9.1...
" ], "text/plain": [ " Size: 2MB\n", "Dimensions: (forecast_period: 1, forecast_reference_time: 16,\n", " latitude: 138, longitude: 251)\n", "Coordinates:\n", " * forecast_period (forecast_period) timedelta64[ns] 8B 00:00:00\n", " * forecast_reference_time (forecast_reference_time) datetime64[ns] 128B 20...\n", " * latitude (latitude) float64 1kB 79.8 79.4 79.0 ... 25.4 25.0\n", " * longitude (longitude) float64 2kB -150.0 -149.6 ... -50.0\n", " valid_time (forecast_reference_time, forecast_period) datetime64[ns] 128B ...\n", "Data variables:\n", " omaod550 (forecast_period, forecast_reference_time, latitude, longitude) float32 2MB ...\n", "Attributes:\n", " GRIB_centre: ecmf\n", " GRIB_centreDescription: European Centre for Medium-Range Weather Forecasts\n", " GRIB_subCentre: 0\n", " Conventions: CF-1.7\n", " institution: European Centre for Medium-Range Weather Forecasts\n", " history: 2024-09-12T13:59 GRIB to CDM+CF via cfgrib-0.9.1..." ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Create Xarray Dataset\n", "ds = xr.open_dataset(fn)\n", "ds" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T14:02:12.647581Z", "iopub.status.busy": "2024-09-12T14:02:12.646405Z", "iopub.status.idle": "2024-09-12T14:02:12.655597Z", "shell.execute_reply": "2024-09-12T14:02:12.653882Z", "shell.execute_reply.started": "2024-09-12T14:02:12.647520Z" }, "tags": [] }, "outputs": [], "source": [ "# Create Xarray Data Array\n", "da = ds['omaod550']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Animate data\n", "\n", "To visualise the temporal dimension of this data we will create animations, with each frame corresponding to a time step. These include 00:00 and 12:00 at each day from 1 to 8 August. There are several ways to create animations. We will explore two possibilities: In the first example we will simply redraw each frame, and save the output to separate image files from which we will create an animated gif; in the second example we will generate an HTML5 video. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create initial state\n", "\n", "To create an animation, we need first to create an initial state for our figure. In our case, this will be a static map showing Organic Matter AOD at the first time step in our data time series." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T14:03:19.223446Z", "iopub.status.busy": "2024-09-12T14:03:19.221777Z", "iopub.status.idle": "2024-09-12T14:03:20.462754Z", "shell.execute_reply": "2024-09-12T14:03:20.461317Z", "shell.execute_reply.started": "2024-09-12T14:03:19.223376Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/cartopy/io/__init__.py:241: DownloadWarning: Downloading: https://naturalearth.s3.amazonaws.com/110m_physical/ne_110m_coastline.zip\n", " warnings.warn(f'Downloading: {url}', DownloadWarning)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 5)) # Define the figure and specify size\n", "ax = plt.subplot(1,1,1, projection=ccrs.PlateCarree()) # Specify plot area & projection\n", "ax.gridlines(draw_labels=True, linewidth=1, color='gray', alpha=0.5, linestyle='--') # Add lat/lon grid\n", "ax.set_title(f'Organic Matter AOD at 550nm, {str(da.forecast_reference_time[0].values)[:-16]}', fontsize=12) # Set figure title\n", "ax.coastlines(color='black') # Add coastlines\n", "im = plt.pcolormesh(da.longitude, da.latitude, da[0,0,:,:], cmap='YlOrRd', vmin=0, vmax=2) # Plot the data\n", "cbar = plt.colorbar(im,fraction=0.046, pad=0.04) # Specify the colourbar\n", "cbar.set_label('Organic Matter AOD at 550nm') # Define the colourbar label" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This map clearly shows the high values of Organic Matter AOD which appear to originate from the many wildfires burning across North America in this period." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Set number of frames\n", "\n", "We will now create an animation to visualise all time steps. From the description of the dataset above, we see that the time dimension has 16 entries. The number of frames of the animation in our case is therefore 16." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T14:03:28.089514Z", "iopub.status.busy": "2024-09-12T14:03:28.089040Z", "iopub.status.idle": "2024-09-12T14:03:28.096347Z", "shell.execute_reply": "2024-09-12T14:03:28.094525Z", "shell.execute_reply.started": "2024-09-12T14:03:28.089470Z" } }, "outputs": [], "source": [ "frames = 16" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create a function that will be called by the animation object\n", "\n", "Here create a function that will be called by `FuncAnimation`. It takes one argument, which is the number of frames. `FuncAnimation` will then repeatedly call this function to iterate through the time steps of our data. \n", "\n", "The function includes the data array to loop through. \n", "\n", "We convert the data from an Xarray object to a Numpy array to enable us to flatten it to one dimension for computational efficiency. This is not an essential step (we could just keep the Xarray Data Array, without flattening dimensions), but it speeds up the time taken to produce the animation. \n", "\n", "We also loop through all printed time values in the title of each frame." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T14:03:58.206714Z", "iopub.status.busy": "2024-09-12T14:03:58.206171Z", "iopub.status.idle": "2024-09-12T14:03:58.214560Z", "shell.execute_reply": "2024-09-12T14:03:58.212962Z", "shell.execute_reply.started": "2024-09-12T14:03:58.206644Z" } }, "outputs": [], "source": [ "def animate(i):\n", " array = da[:,i,:,:].values\n", " im.set_array(array.flatten())\n", " ax.set_title(f'Organic Matter AOD at 550nm, {str(da.forecast_reference_time[i].values)[:-16]}', fontsize=12)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create animation object\n", "\n", "We now create an animation object by calling `FuncAnimation` with 4 arguments:\n", "\n", "1. `fig` is the reference to the figure we created.\n", "2. `animate` is the function to call at each frame to update the plot.\n", "3. `frames` is the number of frames of the animation.\n", "4. `interval` is the time, in milliseconds, between animation frames." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T14:04:02.386015Z", "iopub.status.busy": "2024-09-12T14:04:02.385506Z", "iopub.status.idle": "2024-09-12T14:04:02.393306Z", "shell.execute_reply": "2024-09-12T14:04:02.391650Z", "shell.execute_reply.started": "2024-09-12T14:04:02.385963Z" } }, "outputs": [], "source": [ "ani = animation.FuncAnimation(fig, animate, frames, interval=150)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Display animation \n", "\n", "#### Run animation using Javascript" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T14:04:05.727092Z", "iopub.status.busy": "2024-09-12T14:04:05.725746Z", "iopub.status.idle": "2024-09-12T14:04:11.256538Z", "shell.execute_reply": "2024-09-12T14:04:11.254258Z", "shell.execute_reply.started": "2024-09-12T14:04:05.727038Z" } }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML(ani.to_jshtml())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The animation shows high values of Organic Matter AOD on the West coast at the beginning of the time series. Many wildfires were burning across North America in this period. This includes the Dixie fire, which, by August 6, had grown to become the largest single (i.e. non-complex) wildfire in California's history, and the second-largest wildfire overall. \n", "\n", "As the animation progresses, you can see these high values being transported across the continent to affect local air quality as far as the East coast." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Run animation as HTML5 video\n", "\n", "Another option to run the animation is to convert it into an HTML5 video embeded in the Jupyter Notebook. This requires installation of [FFmpeg](https://ffmpeg.org/)." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T14:04:29.581516Z", "iopub.status.busy": "2024-09-12T14:04:29.581018Z", "iopub.status.idle": "2024-09-12T14:04:36.951474Z", "shell.execute_reply": "2024-09-12T14:04:36.949902Z", "shell.execute_reply.started": "2024-09-12T14:04:29.581474Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML(ani.to_html5_video())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Save animation\n", "\n", "We can save this animation in a number of formats." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Save as animated gif" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T14:04:45.486723Z", "iopub.status.busy": "2024-09-12T14:04:45.486160Z", "iopub.status.idle": "2024-09-12T14:04:52.759264Z", "shell.execute_reply": "2024-09-12T14:04:52.757831Z", "shell.execute_reply.started": "2024-09-12T14:04:45.486653Z" } }, "outputs": [], "source": [ "ani.save(f'{DATADIR}/OAOD_2021-08-01_08.gif') # save to animated gif" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Save as mp4 video" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2024-09-12T14:04:55.328958Z", "iopub.status.busy": "2024-09-12T14:04:55.327956Z", "iopub.status.idle": "2024-09-12T14:05:01.217532Z", "shell.execute_reply": "2024-09-12T14:05:01.215710Z", "shell.execute_reply.started": "2024-09-12T14:04:55.328896Z" } }, "outputs": [], "source": [ "ani.save(f'{DATADIR}/OAOD_2021-08-01_08.mp4') # save to mp4 video" ] } ], "metadata": { "kaggle": { "accelerator": "none", "dataSources": [], "dockerImageVersionId": 30761, "isGpuEnabled": false, "isInternetEnabled": true, "language": "python", "sourceType": "notebook" }, "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": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 4 }