From 2bbb2fd56731385501a92c4e8bd0d5e5499253f6 Mon Sep 17 00:00:00 2001 From: Ujaval Gandhi Date: Tue, 17 Oct 2023 12:38:55 +0400 Subject: [PATCH] update --- .../computing_indices.ipynb | 276 +++--------------- 1 file changed, 38 insertions(+), 238 deletions(-) diff --git a/code/python_remote_sensing/computing_indices.ipynb b/code/python_remote_sensing/computing_indices.ipynb index 1047a1ea..fadf989e 100644 --- a/code/python_remote_sensing/computing_indices.ipynb +++ b/code/python_remote_sensing/computing_indices.ipynb @@ -9,7 +9,7 @@ "source": [ "## Overview\n", "\n", - "In this section, we will take the [Gridded Monthly Temperature Anomaly Data](https://data.giss.nasa.gov/gistemp/) from 1880-present from GISTEMP and visualize the temperature anomaly for the year 2021." + "In this section, we will take a single Sentinel-2 L1C scene downloaded from the [Copernicus Browser](https://dataspace.copernicus.eu/) and learn how to read it using XArray, visualize it and compute spectral indices." ] }, { @@ -29,31 +29,29 @@ "source": [ "%%capture\n", "if 'google.colab' in str(get_ipython()):\n", - " !apt-get -qq remove python-shapely python3-shapely\n", - " !pip install --no-binary shapely shapely --force\n", - " !pip install --no-binary cartopy cartopy==0.19.0.post1" + " !pip install rioxarray" ], "metadata": { "id": "ZUMFpnKjR5Or" }, "id": "ZUMFpnKjR5Or", - "execution_count": null, + "execution_count": 1, "outputs": [] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "fe6c71dd-37df-47af-9019-d012cc9b5e59", "metadata": { "id": "fe6c71dd-37df-47af-9019-d012cc9b5e59" }, "outputs": [], "source": [ - "import cartopy\n", - "import cartopy.crs as ccrs\n", "import os\n", "import matplotlib.pyplot as plt\n", - "import xarray as xr" + "import xarray as xr\n", + "import rioxarray as rxr\n", + "import zipfile\n" ] }, { @@ -71,7 +69,7 @@ "id": "5zB54v7PT1kT" }, "id": "5zB54v7PT1kT", - "execution_count": null, + "execution_count": 3, "outputs": [] }, { @@ -84,24 +82,37 @@ " local, _ = urlretrieve(url, filename)\n", " print('Downloaded ' + local)\n", "\n", - "filename = 'gistemp1200_GHCNv4_ERSSTv5.nc'\n", - "data_url = 'https://github.com/spatialthoughts/python-dataviz-web/raw/main/data/gistemp/'\n", + "filename = 'S2A_MSIL1C_20230212T050931_N0509_R019_T43PGQ_20230212T065641.SAFE.zip'\n", + "data_url = 'https://storage.googleapis.com/spatialthoughts-public-data/s2/'\n", "\n", "download(data_url + filename)" ], "metadata": { - "id": "0ckP_6VIT4Li" + "id": "0ckP_6VIT4Li", + "outputId": "8ff26f96-4dae-41be-8eb1-6629e0443a6e", + "colab": { + "base_uri": "https://localhost:8080/" + } }, "id": "0ckP_6VIT4Li", - "execution_count": null, - "outputs": [] + "execution_count": 4, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Downloaded data/S2A_MSIL1C_20230212T050931_N0509_R019_T43PGQ_20230212T065641.SAFE.zip\n" + ] + } + ] }, { "cell_type": "markdown", "source": [ "## Data Pre-Processing\n", "\n", - "We read the data using `XArray`, select the `tempanomaly` variable and aggregate it to yearly anoamalies." + "We first unzip the zip archive and create a XArray Dataset from the individual band images.\n", + "\n" ], "metadata": { "id": "fI0aLfKGUMrA" @@ -110,249 +121,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "8bb938d8-46f1-4206-ac59-badb3d6eb58c", "metadata": { "id": "8bb938d8-46f1-4206-ac59-badb3d6eb58c" }, "outputs": [], "source": [ - "file_path = os.path.join(data_folder, filename)\n", - "ds = xr.open_dataset(file_path)\n", - "da = ds.tempanomaly" - ] - }, - { - "cell_type": "code", - "source": [ - "yearly = da.groupby('time.year').mean(dim='time')\n", - "yearly" - ], - "metadata": { - "id": "1kceiz-SS0po" - }, - "id": "1kceiz-SS0po", - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "source": [ - "## Plotting using Matplotlib\n", - "\n", - "XArray provides a `plot()` method based on Matplotlib. When you call `plot()` on a 2D DataArray, it uses the `xarray.plot.pcolormesh()` function that creates a Pseudocolor plot.\n", - "\n", - "Reference: [xarray.plot](https://docs.xarray.dev/en/stable/user-guide/plotting.html#two-dimensions)\n" - ], - "metadata": { - "id": "-Ovk5LkAGXPJ" - }, - "id": "-Ovk5LkAGXPJ" - }, - { - "cell_type": "code", - "source": [ - "anomaly2021 = yearly.sel(year=2021)\n", - "anomaly2021" - ], - "metadata": { - "id": "-1qd2nlbF8e5" - }, - "id": "-1qd2nlbF8e5", - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "source": [ - "fig, ax = plt.subplots(1, 1)\n", - "fig.set_size_inches(15, 7)\n", - "anomaly2021.plot(ax=ax)\n", - "plt.show()" - ], - "metadata": { - "id": "_TcdptodIJt-" - }, - "id": "_TcdptodIJt-", - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "source": [ - "While the `plot()` method works, it is slower than the `plot.imshow()` method when rendering large 2D-arrays. So we would prefer using it instead of the `plot() method.\n", + "s2_filepath = os.path.join(data_folder, filename)\n", "\n", - "Reference : [xarray.plot.imshow ](https://docs.xarray.dev/en/stable/generated/xarray.plot.imshow.html)" - ], - "metadata": { - "id": "AOdVKH0VVMQC" - }, - "id": "AOdVKH0VVMQC" - }, - { - "cell_type": "code", - "source": [ - "fig, ax = plt.subplots(1, 1)\n", - "fig.set_size_inches(15, 7)\n", - "anomaly2021.plot.imshow(ax=ax)\n", - "plt.show()" - ], - "metadata": { - "id": "AkSAZ-wmVofS" - }, - "id": "AkSAZ-wmVofS", - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "source": [ - "We can customize the plot using Matplotlib's options." - ], - "metadata": { - "id": "94dy1wKGJWN1" - }, - "id": "94dy1wKGJWN1" - }, - { - "cell_type": "code", - "source": [ - "fig, ax = plt.subplots(1, 1)\n", - "fig.set_size_inches(15, 7)\n", - "\n", - "anomaly2021.plot.imshow(ax=ax,\n", - " vmin=-3, vmax=3, add_labels=False, cmap='coolwarm')\n", - "\n", - "ax.set_title('Temperature Anomaly in 2021 (°C)', fontsize = 14)\n", - "\n", - "plt.show()" - ], - "metadata": { - "id": "D-4F41BIJVkO" - }, - "id": "D-4F41BIJVkO", - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "source": [ - "## Plotting using CartoPy" - ], - "metadata": { - "id": "ZZI-oEU5MHPQ" - }, - "id": "ZZI-oEU5MHPQ" + "with zipfile.ZipFile(s2_filepath) as zf:\n", + " zf.extractall(data_folder)" + ] }, { "cell_type": "markdown", "source": [ - "To create more informative map visualization, we need to reproject this grid to another projection. CartoPy supports a wide range of projections and can plot them using matplotlib. CartoPy creates a GeoAxes object and replaces the default Axes with it. This allows you to plot the data on a specified projection.\n", - "\n", - "We start as usual by create a subplot but specify an additional argument to set the CRS from CartoPy.\n", - "\n", - "Reference: [CartoPy List of Projections](https://scitools.org.uk/cartopy/docs/latest/reference/crs.html?highlight=list#list-of-projections)" + "Sentinel-2 images come as individual JPEG2000 rasters for each band. The image files are located in the `GRANULE/{SCENE_ID}/IMG_DATA/` subfolder. We find the files and read them using `rioxarray`." ], "metadata": { - "id": "RmDOIYJnTGtF" + "id": "JC26au1ryCRE" }, - "id": "RmDOIYJnTGtF" + "id": "JC26au1ryCRE" }, { "cell_type": "code", - "source": [ - "fig, ax = plt.subplots(1, 1, subplot_kw={'projection': ccrs.Orthographic(0, 30)})\n", - "fig.set_size_inches(5,5)\n", - "\n", - "anomaly2021.plot.imshow(ax=ax,\n", - " vmin=-3, vmax=3, cmap='coolwarm',\n", - " transform=ccrs.PlateCarree())\n", - "\n", - "plt.tight_layout()\n", - "plt.show()" - ], + "source": [], "metadata": { - "id": "VSkckuysTNMt" + "id": "SDHk8ApFyBDO" }, - "id": "VSkckuysTNMt", + "id": "SDHk8ApFyBDO", "execution_count": null, "outputs": [] - }, - { - "cell_type": "markdown", - "id": "095c6ba2-bbcb-4fc8-bcef-3c17fc64d080", - "metadata": { - "id": "095c6ba2-bbcb-4fc8-bcef-3c17fc64d080" - }, - "source": [ - "We can further customize the map by adjusting the colorbar.\n", - "\n", - "Reference: [matplotlib.pyplot.colorbar](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.colorbar.html)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "bda988ee-11b9-420f-b8c2-c61a1128922a", - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 609 - }, - "id": "bda988ee-11b9-420f-b8c2-c61a1128922a", - "outputId": "901dbcfc-26e7-4c5c-bbb3-2f7725bb0d70" - }, - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": "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\n" - }, - "metadata": { - "needs_background": "light" - } - } - ], - "source": [ - "cbar_kwargs = {\n", - " 'orientation':'horizontal',\n", - " 'fraction': 0.025,\n", - " 'pad': 0.05,\n", - " 'extend':'neither'\n", - "}\n", - "\n", - "fig, ax = plt.subplots(1, 1, subplot_kw={'projection': ccrs.Orthographic(0, 30)})\n", - "fig.set_size_inches(10, 10)\n", - "anomaly2021.plot.imshow(\n", - " ax=ax,\n", - " vmin=-3, vmax=3, cmap='coolwarm',\n", - " transform=ccrs.PlateCarree(),\n", - " add_labels=False,\n", - " cbar_kwargs=cbar_kwargs)\n", - "\n", - "ax.coastlines()\n", - "plt.title('Temperature Anomaly in 2021 (°C)', fontsize = 14)\n", - "\n", - "output_folder = 'output'\n", - "output_path = os.path.join(output_folder, 'anomaly.jpg')\n", - "plt.savefig(output_path, dpi=300)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "b792f80d-df4a-4e4d-a4f2-687bb465a6ea", - "metadata": { - "id": "b792f80d-df4a-4e4d-a4f2-687bb465a6ea" - }, - "source": [ - "## Exercise\n", - "\n", - "Display the map in the Robinson projection." - ] } ], "metadata": {