{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Terra/Aqua MODIS 10 km Aerosol Product" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{hint} \n", "Execute the notebook on the training platform >>\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This module shows the structure of the `MODIS Aerosol Product` and how to use the data files in order to load, browse and visualize the retrieved parameter aerosol optical thickness (AOT).\n", "\n", "According to NASA, \"The MODIS Aerosol Product monitors the ambient aerosol optical thickness over the oceans globally and over the continents. Furthermore, the aerosol size distribution is derived over the oceans, and the aerosol type is derived over the continents. 'Fine' aerosols (anthropogenic/pollution) and 'coarse' aerosols (natural particles; e.g., dust) are also derived.\"\n", "\n", "\"There are two MODIS Aerosol data product files: MOD04_L2, containing data collected from the Terra platform (2000 onwards); and MYD04_L2, containing data collected from the Aqua platform (2002 onwards). Granule-level (Level 2) data are produced at a horizontal pixel size (at nadir) of 10 km x 10 km. The Dark Target Land and Ocean products are additionally provided at a horizontal pixel size (at nadir) of 3 km x 3 km within the MOD04_3K and MYD04_3K files for Terra and Aqua respectively.\" (Source)\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{admonition} Basic facts\n", "**Spatial resolution**: `10 km x 10 km at nadir`
\n", "**Spatial coverage**: `Global`
\n", "**Data availability**: `since 2000`\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{admonition} How to access the data\n", "This notebook uses the MODIS MOD04_L2 dataset from the Terra platform. This data can be ordered via the LAADS DAAC and are distributed in `HDF4-EOS` format, which is based on `HDF4`. You need to register for an Earthdata account in order to be able to download data. \n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Load required libraries**" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from pyhdf.SD import SD, SDC\n", "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "import matplotlib.colors\n", "from matplotlib.axes import Axes\n", "\n", "import cartopy.crs as ccrs\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "from cartopy.mpl.geoaxes import GeoAxes\n", "GeoAxes._pcolormesh_patched = Axes.pcolormesh\n", "\n", "import pyresample as prs\n", "\n", "import warnings\n", "warnings.filterwarnings('ignore')\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": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load and browse MODIS Aerosol Product data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use the Python library `pyhdf` to open a HDF4 data file from 6th February 2021. Read more about `pyhdf` [here](https://github.com/fhs/pyhdf). " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Inspect the structure of one MODIS MOD04 data file**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data is from the 22 February 2021 and is stored in the folder `../../eodata/1_satellite/modis/aerosol/10km/2021/02/06`. You can use the function `SD(file_name, SDC.READ)` to load one single file to better understand the data structure. The results in a `SD`, which stands for Scientific Dataset. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "file_name = '../../eodata/1_satellite/modis/aerosol/10km/2021/02/06/MOD04_L2.A2021037.1015.061.2021038020444.hdf'\n", "\n", "# Open file.\n", "hdf = SD(file_name, SDC.READ)\n", "hdf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we specify `Optical_Depth_Land_And_Ocean` as the dataset name that we are interested in. This variable shows optical depth retrievals for land and ocean reported only at 0.55 microns and only for high quality retrievals. The minimum value is -0.10 and maximum value is 5.00.\n", "\n", "We can use the `.select()` method to select this dataset from the HDF4 file. Next, this data is read in as a 2-D array with type `double`. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[-9999., -9999., -9999., ..., -9999., -9999., -9999.],\n", " [-9999., -9999., -9999., ..., -9999., -9999., -9999.],\n", " [-9999., -9999., -9999., ..., -9999., -9999., -9999.],\n", " ...,\n", " [-9999., -9999., -9999., ..., -9999., -9999., -9999.],\n", " [-9999., -9999., -9999., ..., -9999., -9999., -9999.],\n", " [-9999., -9999., -9999., ..., -9999., -9999., -9999.]])" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset_name = 'Optical_Depth_Land_And_Ocean'\n", "\n", "# Read dataset\n", "data2D = hdf.select(dataset_name)\n", "data = data2D[:,:].astype(np.double)\n", "\n", "data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can then also select the latitude and longitude datasets for plotting later on. We store each of these as 2D-arrays separately in variables called `longitude` or `latitude` respectively. We will print the `latitude` array so you can see what it looks like." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[47.323906, 47.315456, 47.30473 , ..., 43.49426 , 43.36355 ,\n", " 43.222076],\n", " [47.235744, 47.227196, 47.216396, ..., 43.41226 , 43.281647,\n", " 43.13961 ],\n", " [47.147324, 47.138664, 47.127796, ..., 43.329544, 43.19912 ,\n", " 43.058136],\n", " ...,\n", " [29.648117, 29.621109, 29.594402, ..., 26.54969 , 26.460432,\n", " 26.363083],\n", " [29.559887, 29.53283 , 29.506031, ..., 26.463419, 26.374584,\n", " 26.27748 ],\n", " [29.471218, 29.444086, 29.417221, ..., 26.377033, 26.288393,\n", " 26.191341]], dtype=float32)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Read geolocation dataset.\n", "lat = hdf.select('Latitude')\n", "latitude = lat[:,:]\n", "lon = hdf.select('Longitude')\n", "longitude = lon[:,:]\n", "\n", "latitude" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we need to retrieve attributes from the dataset for plotting purposes. The first step is to store the global attributes dictionary from the dataset as a variable called `attrs`. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'valid_range': ([-100, 5000], 0, 22, 2),\n", " '_FillValue': (-9999, 1, 22, 1),\n", " 'long_name': ('AOT at 0.55 micron for both ocean (Average) (Quality flag=1,2,3) and land (corrected) (Quality flag=3)',\n", " 2,\n", " 4,\n", " 102),\n", " 'units': ('None', 3, 4, 4),\n", " 'scale_factor': (0.0010000000474974513, 4, 6, 1),\n", " 'add_offset': (0.0, 5, 6, 1),\n", " 'Parameter_Type': ('Output', 6, 4, 6),\n", " 'Cell_Along_Swath_Sampling': ([1, 2021, 10], 7, 24, 3),\n", " 'Cell_Across_Swath_Sampling': ([1, 1354, 10], 8, 24, 3),\n", " 'Geolocation_Pointer': ('Internal geolocation arrays', 9, 4, 27)}" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Retrieve attributes.\n", "attrs = data2D.attributes(full=1)\n", "attrs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The attributes dictionary includes a few useful attributes including `long_name`, `add_offset`, `_FillValue`, `scale_factor`, and `units`. For each of these, we are interested only in the first element of the key. Let us define variables for these for use in visualizing the data later." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "lname=attrs[\"long_name\"]\n", "long_name= lname[0]\n", "\n", "aoa=attrs[\"add_offset\"]\n", "add_offset = aoa[0]\n", "\n", "fva=attrs[\"_FillValue\"]\n", "_FillValue = fva[0]\n", "\n", "sfa=attrs[\"scale_factor\"]\n", "scale_factor = sfa[0] \n", "\n", "ua=attrs[\"units\"]\n", "units = ua[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, let's replace all data which has the value of `-9999`, which is the fill value, with `nan` which stands for \"Not a Number\". " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "data[data == _FillValue] = np.nan" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we do a calculation which subtracts the value of `add_offset` from the data, before multiplying the result by the `scale_factor` in order to get the actual value of the data." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "data = (data - add_offset) * scale_factor" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualize 'Optical_Depth_Land_And_Ocean' over the Mediterranean" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next step is to visualize the dataset. You can use the function `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": null, "metadata": {}, "outputs": [], "source": [ "?visualize_pcolormesh" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can make use of the variables we have defined above:\n", "- `long_name`\n", "- `latitude`\n", "- `longitude`\n", "- `units`\n", "\n", "Additionally, you can specify the color scale and minimum and maximum data values." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "visualize_pcolormesh(data_array=data,\n", " longitude=longitude,\n", " latitude=latitude,\n", " projection=ccrs.PlateCarree(),\n", " color_scale='afmhot_r',\n", " unit=units,\n", " long_name=long_name + \"\\n 06 February 2021\",\n", " vmin=0, \n", " vmax=2,\n", " lonmin=-10,\n", " lonmax=20,\n", " latmin=30,\n", " latmax=50,\n", " set_global=False)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 4 }