{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Xarray" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[![colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/davemlz/spyndex/blob/main/docs/tutorials/xarray.ipynb)\n", "![level4](https://raw.githubusercontent.com/davemlz/spyndex/main/docs/_static/level4.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Welcome to one of the best levels: Level 4 - `spyndex + xarray`!\n", "\n", "Remember to install `spyndex`!" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "!pip install -U spyndex" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's start!\n", "\n", "First, import `spyndex` and `xarray`:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import spyndex\n", "import xarray as xr" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `xarray.DataArray`\n", "\n", "If you're a Remote Sensing scientist, you have probably worked with `xarray` and `Datasets` or `DataArrays`.\n", "\n", "Well, well, well... You wnat to use `spyndex` with `xarray`, don't you?\n", "\n", "The answer: YES, it is possible!\n", "\n", "Let's use a `xarray.DataArray` that is stored in the `spyndex` datasets: `sentinel`:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "da = spyndex.datasets.open(\"sentinel\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This data array is very simple. We have 3 dimensions: `band`, `x` and `y`. Each band is one of the 10 m spectral bands of a Sentinel-2 image." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DataArray (band: 4, x: 300, y: 300)>\n",
       "array([[[ 299,  276,  280, ...,  510,  516,  521],\n",
       "        [ 287,  285,  284, ...,  503,  476,  469],\n",
       "        [ 287,  292,  288, ...,  454,  411,  337],\n",
       "        ...,\n",
       "        [ 502,  508,  520, ...,  683,  670,  791],\n",
       "        [ 486,  518,  532, ...,  688,  696,  693],\n",
       "        [ 486,  506,  515, ...,  659,  671,  664]],\n",
       "\n",
       "       [[ 469,  446,  466, ...,  695,  711,  728],\n",
       "        [ 469,  437,  469, ...,  683,  694,  666],\n",
       "        [ 460,  460,  460, ...,  628,  595,  527],\n",
       "        ...,\n",
       "        [ 804,  808,  832, ...,  920,  872, 1023],\n",
       "        [ 787,  803,  822, ...,  890,  882,  871],\n",
       "        [ 787,  799,  822, ...,  893,  832,  834]],\n",
       "\n",
       "       [[ 319,  293,  328, ..., 1054, 1090, 1110],\n",
       "        [ 327,  318,  345, ..., 1044, 1004,  952],\n",
       "        [ 339,  355,  323, ...,  922,  784,  652],\n",
       "        ...,\n",
       "        [1528, 1516, 1516, ..., 1250, 1246, 1420],\n",
       "        [1470, 1502, 1498, ..., 1316, 1200, 1162],\n",
       "        [1394, 1480, 1472, ..., 1288, 1144, 1122]],\n",
       "\n",
       "       [[2164, 2128, 2206, ..., 1796, 1837, 1816],\n",
       "        [2110, 2017, 2228, ..., 1795, 1839, 1788],\n",
       "        [2050, 2112, 2062, ..., 1816, 1789, 1864],\n",
       "        ...,\n",
       "        [1910, 1942, 1942, ..., 2105, 1898, 2102],\n",
       "        [1836, 1874, 1916, ..., 2075, 1792, 1747],\n",
       "        [1778, 1844, 1870, ..., 2087, 1830, 1675]]])\n",
       "Coordinates:\n",
       "  * band     (band) <U3 'B02' 'B03' 'B04' 'B08'\n",
       "Dimensions without coordinates: x, y
" ], "text/plain": [ "\n", "array([[[ 299, 276, 280, ..., 510, 516, 521],\n", " [ 287, 285, 284, ..., 503, 476, 469],\n", " [ 287, 292, 288, ..., 454, 411, 337],\n", " ...,\n", " [ 502, 508, 520, ..., 683, 670, 791],\n", " [ 486, 518, 532, ..., 688, 696, 693],\n", " [ 486, 506, 515, ..., 659, 671, 664]],\n", "\n", " [[ 469, 446, 466, ..., 695, 711, 728],\n", " [ 469, 437, 469, ..., 683, 694, 666],\n", " [ 460, 460, 460, ..., 628, 595, 527],\n", " ...,\n", " [ 804, 808, 832, ..., 920, 872, 1023],\n", " [ 787, 803, 822, ..., 890, 882, 871],\n", " [ 787, 799, 822, ..., 893, 832, 834]],\n", "\n", " [[ 319, 293, 328, ..., 1054, 1090, 1110],\n", " [ 327, 318, 345, ..., 1044, 1004, 952],\n", " [ 339, 355, 323, ..., 922, 784, 652],\n", " ...,\n", " [1528, 1516, 1516, ..., 1250, 1246, 1420],\n", " [1470, 1502, 1498, ..., 1316, 1200, 1162],\n", " [1394, 1480, 1472, ..., 1288, 1144, 1122]],\n", "\n", " [[2164, 2128, 2206, ..., 1796, 1837, 1816],\n", " [2110, 2017, 2228, ..., 1795, 1839, 1788],\n", " [2050, 2112, 2062, ..., 1816, 1789, 1864],\n", " ...,\n", " [1910, 1942, 1942, ..., 2105, 1898, 2102],\n", " [1836, 1874, 1916, ..., 2075, 1792, 1747],\n", " [1778, 1844, 1870, ..., 2087, 1830, 1675]]])\n", "Coordinates:\n", " * band (band) " ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plot.show((da.sel(band = [\"B04\",\"B03\",\"B02\"]).data / 0.3).clip(0,1),title = \"RGB\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Beautiful image! Now, let's compute the `NDVI` for this image (we already know the bands!)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "NDVI = spyndex.computeIndex(\"NDVI\",{\"N\": da.sel(band = \"B08\"),\"R\": da.sel(band = \"B04\")})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's check the result:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "NDVI type: \n" ] } ], "source": [ "print(f\"NDVI type: {type(NDVI)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That's right: a `xarray.DataArray`!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's visualize it:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plot.show(NDVI,title = \"NDVI\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's compute something a little bit harder... the `kNDVI`!" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "kNDVI: Kernel Normalized Difference Vegetation Index (attributes = ['bands', 'contributor', 'date_of_addition', 'formula', 'long_name', 'reference', 'short_name', 'type'])" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "spyndex.indices.kNDVI" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What bands do we need?" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('kNN', 'kNR')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "spyndex.indices.kNDVI.bands" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What the bear are those!? Those are kernels. How to compute them? Well, `spyndex` is here to help you!\n", "\n", "> If you need more information about these kernels, check the [Awesome Spectral Indices](https://github.com/davemlz/awesome-spectral-indices) documentation! ;)\n", "\n", "And if you need more info about the `kNDVI`, check the paper:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'https://doi.org/10.1126/sciadv.abc7447'" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "spyndex.indices.kNDVI.reference" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can easily compute kernels with `spyndex.computeKernel()`. Let's compute the `kNDVI` with the `RBF` kernel:\n", "\n", "> Note that for the RBF kernel, k(n,n) = 1." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "parameters = {\n", " \"kNN\": 1.0,\n", " \"kNR\": spyndex.computeKernel(\n", " kernel = \"RBF\",\n", " params = {\n", " \"a\": da.sel(band = \"B08\"),\n", " \"b\": da.sel(band = \"B04\"),\n", " \"sigma\": da.sel(band = [\"B08\",\"B04\"]).mean(\"band\")\n", " }\n", " )\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the parameters ready we can compute the `kNDVI`!" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "kNDVI = spyndex.computeIndex(\"kNDVI\",parameters)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's visualize it!" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plot.show(kNDVI,title = \"kNDVI\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And that's it! You have computed the `kNDVI`! Amazing, right?" ] } ], "metadata": { "interpreter": { "hash": "ec6a25acaecf7f06cb08206f3f56e96ccaf6fbab432a979bcf67c9e0ca577c87" }, "kernelspec": { "display_name": "Python 3.9.7 64-bit ('spyndex': conda)", "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": "3.9.7" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }