{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "btXDlCOHgTcA"
   },
   "source": [
    "# Session 6: Raster Data Analysis\n",
    "*Written by Men Vuthy, 2021*"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5hiKnXzNgTcD"
   },
   "source": [
    "#### 1. Reading raster file with Rasterio"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "BeQ1Zh5RgTcE"
   },
   "source": [
    "[Rasterio](https://rasterio.readthedocs.io/en/latest/index.html) is a GDAL and Numpy-based Python library used for processing raster data and analysis. With Rasterio, we can read and write many different [raster formats](https://gdal.org/drivers/raster/index.html) in Python. Most common file formats include for example `TIFF` and `GeoTIFF`, `ASCII Grid` and `Erdas Imagine .img` -files.\n",
    "\n",
    "In this section, we will use Landsat 8 image retrieved from Google Earth Engine. You can download the image via my [code snippet](https://code.earthengine.google.com/7ef1a7c389a11dd243dc814448ae3236)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "FcF0C5xpgTcE"
   },
   "source": [
    "Let's first import Rasterio module"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "id": "L6QsBbgVgTcF"
   },
   "outputs": [],
   "source": [
    "import rasterio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "id": "PPyY_POkgTcG"
   },
   "outputs": [],
   "source": [
    "# file path\n",
    "raster_fp = 'data/landsat-8-tsl.tiff'\n",
    "\n",
    "# open file with rasterio\n",
    "raster = rasterio.open(raster_fp)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "b61kKTT1gTcG"
   },
   "source": [
    "* Check the type of file we opened"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "id": "68y14qiIgTcH"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rasterio.io.DatasetReader"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check type of the variable 'raster'\n",
    "type(raster)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "JStxtHSXgTcH"
   },
   "source": [
    "We can see that our raster variable is a `rasterio._io.RasterReader` type which means that we have opened the file for reading."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "dkmGBICjgTcI"
   },
   "source": [
    "**Reading file properties**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "id": "16Q3f1-LgTcI"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "CRS.from_dict(init='epsg:4326')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check projection\n",
    "raster.crs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "id": "y9sq2VcmgTcJ"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Number of bands\n",
    "raster.count"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "id": "wKvOSMGtgTcJ"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6912\n",
      "5008\n"
     ]
    }
   ],
   "source": [
    "# Dimensions\n",
    "print(raster.width)\n",
    "print(raster.height)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "id": "rrnA61RCgTcJ"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Affine(0.00026949458523585647, 0.0, 102.96983859984222,\n",
       "       0.0, -0.00026949458523585647, 13.558542077801174)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Affine transform (how raster is scaled, rotated, skewed, and/or translated)\n",
    "raster.transform"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Rc1gT4FOgTcK"
   },
   "source": [
    "* Read more about [Affine Transform](https://www.perrygeo.com/python-affine-transforms.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "id": "pRj7cmVdgTcK"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "BoundingBox(left=102.96983859984222, bottom=12.208913194940006, right=104.83258517299247, top=13.558542077801174)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check the Bounding box\n",
    "raster.bounds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "id": "SPCXTHe4gTcK"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'GTiff'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check the Driver (data format)\n",
    "raster.driver"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "id": "t2m3UxofgTcK"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(None, None, None, None, None, None)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# No data values for all channels\n",
    "raster.nodatavals"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "id": "1ygajX5jgTcL"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'driver': 'GTiff',\n",
       " 'dtype': 'uint16',\n",
       " 'nodata': None,\n",
       " 'width': 6912,\n",
       " 'height': 5008,\n",
       " 'count': 6,\n",
       " 'crs': CRS.from_dict(init='epsg:4326'),\n",
       " 'transform': Affine(0.00026949458523585647, 0.0, 102.96983859984222,\n",
       "        0.0, -0.00026949458523585647, 13.558542077801174)}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check all Metadata of raster file\n",
    "raster.meta"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "W-w84jbSgTcL"
   },
   "source": [
    "#### a. Read raster bands"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "6RzjleqOgTcL"
   },
   "source": [
    "Raster dataset normally consists a stack of many different bands. As you have checked the bands above, there are 12 bands in our raster file. Each band represents a color or has its own wavelength range. The description of Landsat 8 bands are written in [USGS Landsat 8 Surface Reflectance Tier 1](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C01_T1_SR#bands).\n",
    "\n",
    "![rasterconcept](img-markdown/raster-concept.png \"Title\")\n",
    "\n",
    "We can easily read the array of each band by using `raster.read()` and also manipulate the array in same way as numpy array. Now, let's have a look at the values in each band.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "8ruxNHELgTcL"
   },
   "source": [
    "* use `raster.read()` to read the band value"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "id": "Z3y0tVC8gTcM"
   },
   "outputs": [],
   "source": [
    "# Read all bands\n",
    "array = raster.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "id": "kdClRfnogTcM"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "numpy.ndarray"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check the type of band we read\n",
    "type(array)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "id": "awq-a_ipgTcM"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(6, 5008, 6912)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check the shape of the array\n",
    "array.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "RflyJ5xmgTcM"
   },
   "source": [
    "Okeh, here, the number 12 tells you the number of bands in the data, and each band array has 5008 rows and 6912 columns.\n",
    "\n",
    "* Next, let's read band 1, band 2, and band 3 by adding the number of band in the parenthesis. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "id": "y6EFFF8QgTcM"
   },
   "outputs": [],
   "source": [
    "# Read band 1, 2, and 3\n",
    "band1 = raster.read(1)\n",
    "band2 = raster.read(2)\n",
    "band3 = raster.read(3)\n",
    "\n",
    "# Another way to read band\n",
    "Band1 = array[0]\n",
    "Band2 = array[1]\n",
    "Band3 = array[2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "id": "gmDkSqmlgTcN"
   },
   "outputs": [],
   "source": [
    "# Check if both read bands are the same\n",
    "assert band1.all() == Band1.all(), \"The bands are not the same!\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "id": "F5yxSRCkgTcN"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[285, 293, 303, ..., 266, 286, 279],\n",
       "       [296, 286, 328, ..., 312, 319, 328],\n",
       "       [442, 381, 397, ..., 323, 280, 274],\n",
       "       ...,\n",
       "       [258, 258, 271, ..., 431, 464, 490],\n",
       "       [264, 276, 302, ..., 443, 461, 460],\n",
       "       [267, 289, 290, ..., 456, 500, 497]], dtype=uint16)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check the value inside the array of band 1\n",
    "band1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "id": "6U1ufwCqgTcN"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'numpy.ndarray'>\n",
      "uint16\n"
     ]
    }
   ],
   "source": [
    "# Check type of the 'band1'\n",
    "print(type(band1))\n",
    "\n",
    "# Data type of the values\n",
    "print(band1.dtype)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "qdYhS12CgTcN"
   },
   "source": [
    "So we can see that the band is a numpy array, and the array is made of float64 values. There are different dtype of data format such as int8, int16, uint8, uint16, float32, etc. Check other [here](https://note.nkmk.me/python-numpy-dtype-astype/)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "dyPXrR13gTcN"
   },
   "source": [
    "### b. Band statistics"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "b-vfwfuVgTcN"
   },
   "source": [
    "Because each band is numpy-array-type, it is easy to calculate basic statistics by using common function we normally use in numpy data. Let's calculate min, mean, median and max of each band data."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "0zjAiTv9gTcN"
   },
   "source": [
    "* Let's first import numpy module"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "id": "gunVwjyTgTcO"
   },
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5_mN9FBsgTcO"
   },
   "source": [
    "* As for band 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "id": "4EfMb9OEgTcO"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "min: 0\n",
      "mean: 444.8774129217326\n",
      "median: 435.0\n",
      "max: 3431\n"
     ]
    }
   ],
   "source": [
    "# Basic statistics\n",
    "print('min:', band1.min())\n",
    "print('mean:', band1.mean())\n",
    "print('median:', np.median(band1))\n",
    "print('max:', band1.max())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "wmIkG2RagTcO"
   },
   "source": [
    "* Write a loop function to calculate basic statistics of each band."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "id": "Bp34mvdmgTcO"
   },
   "outputs": [],
   "source": [
    "# Re-read all bands\n",
    "array = raster.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "id": "p_MC8vlrgTcO"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'min': 0, 'mean': 444.8774129217326, 'median': 435.0, 'max': 3431},\n",
       " {'min': 0, 'mean': 557.7189187982099, 'median': 543.0, 'max': 3745},\n",
       " {'min': 66, 'mean': 884.2916008287203, 'median': 865.0, 'max': 4623},\n",
       " {'min': 3, 'mean': 975.9470462133272, 'median': 958.0, 'max': 5161},\n",
       " {'min': 200, 'mean': 2592.5143931168463, 'median': 2677.0, 'max': 5793},\n",
       " {'min': 65, 'mean': 2358.8344941496384, 'median': 2339.0, 'max': 8553}]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Calculate statistics for each band\n",
    "stats = []\n",
    "\n",
    "for band in array:\n",
    "    stats.append({\n",
    "        'min': band.min(),\n",
    "        'mean': band.mean(),\n",
    "        'median': np.median(band),\n",
    "        'max': band.max()})\n",
    "\n",
    "# Show stats for each channel\n",
    "stats"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "_nVrlYk9gTcO"
   },
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "aTlhbuhugTcP"
   },
   "source": [
    "#### 2. Visualizing raster layers"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "AlEb4QPtgTcP"
   },
   "source": [
    "To visualize raster data, we generally use `plot.show()`, a function in `rasterio` module and `pyplot.imshow()`, a function in `matplotlib` module. These functions allows us to perform common tasks such as displaying multi-band images as RGB and labeling the axes with proper geo-referenced extents. Now, let's try to visualize our raster data based on the instruction in [Plotting - rasterio documentation](https://rasterio.readthedocs.io/en/latest/topics/plotting.html)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "6LdcOW7hgTcP"
   },
   "source": [
    "#### a. Band visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "id": "qvbo-1ZngTcP"
   },
   "outputs": [],
   "source": [
    "import rasterio\n",
    "from rasterio.plot import show\n",
    "\n",
    "# file path\n",
    "img_path = 'data/landsat-8-tsl.tiff'\n",
    "\n",
    "# open file with rasterio\n",
    "img = rasterio.open(img_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "6Y6YrAnzgTcP"
   },
   "source": [
    "* Plot image band 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "id": "AiCpvqBxgTcP"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show((img,1));"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "bwy6nebLgTcR"
   },
   "source": [
    "* Plot image band 4 with colormap \"Reds\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "id": "XcWND9VfgTcR"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show((img,4), cmap='Reds');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "v9hTim8GgTcR"
   },
   "source": [
    "You can change the band number from 1 to 12 as our image raster consists of 12 bands. Instead of using `(raster, band)`, you can also use `(raster.read(band))` to visualize the image. \n",
    "\n",
    "Now, let's plot band 5 with the title."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "id": "tuQoE5hxgTcS"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show(img.read(5), title = 'Tonle Sap Lake');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "gt5ybVdQgTcS"
   },
   "source": [
    "Let’s see how Red, Green, Blue bands look like by placing them next to each other. Based on [USGS Landsat 8 Surface Reflectance Tier 1](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C01_T1_SR#bands):\n",
    "\n",
    "* Band 4 = Red\n",
    "* Band 3 = Green\n",
    "* Band 2 = Blue\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "id": "ocd_PonlgTcS"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Create subplots\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(ncols=3, nrows=1, figsize=(12, 5), sharey=True)\n",
    "\n",
    "# Plot Red, Green and Blue\n",
    "show((img, 4), cmap='Reds', ax=ax1)\n",
    "show((img, 3), cmap='Greens', ax=ax2)\n",
    "show((img, 2), cmap='Blues', ax=ax3)\n",
    "\n",
    "# Set titles\n",
    "ax1.set_title(\"Red\")\n",
    "ax2.set_title(\"Green\")\n",
    "ax3.set_title(\"Blue\")\n",
    "\n",
    "plt.show();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "haMN6P1qgTcS"
   },
   "source": [
    "#### a. Natural and False Color Composites"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "KG50xwKkgTcS"
   },
   "source": [
    "Here we will learn how to make composite of bands to become a natural or false color image based on the channel combination. Following the band combination in [Natural and False Color Composites](https://www.usna.edu/Users/oceano/pguth/md_help/html/satb4dv6.htm), we know which bands are used to combine to serve for specific purpose. As for Landsat 8 image, Natural color composite will use band 4, 3 and 2; while False color composite will use band 5, 3 and 2.\n",
    "\n",
    "Before making composite, let's normalize the band array value to range between 0.0 and 1.0."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "id": "wWapP5SPgTcS"
   },
   "outputs": [],
   "source": [
    "# Read the band into numpy arrays\n",
    "red = img.read(4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "id": "ZjaixTsLgTcT"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "red.min()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "id": "M2mJIw_kgTcT"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5161"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "red.max()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "F6SQjPFEgTcT"
   },
   "source": [
    "* Write a function to normalize the band array as we will use it very often.\n",
    "\n",
    "The Normalization equation is represented as: \n",
    "\n",
    "![fomula](img-markdown/normalize-formula.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "id": "TezO1owhgTcT"
   },
   "outputs": [],
   "source": [
    "# Function to normalize the grid values\n",
    "def normalize(band):\n",
    "    # Calculate min and max of band\n",
    "    band_max, band_min = band.max(), band.min()\n",
    "    \n",
    "    # Normalizes numpy arrays into scale 0.0 - 1.0\n",
    "    return ((band - band_min)/(band_max - band_min))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "hetJRqtEgTcT"
   },
   "source": [
    "* Apply the function on each band"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "id": "_a46pJaBgTcT"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[0.11709965, 0.11690578, 0.1269872 , ..., 0.13086468, 0.13939511,\n",
       "        0.13842575],\n",
       "       [0.15257852, 0.15063978, 0.15432338, ..., 0.15141528, 0.15316014,\n",
       "        0.14734393],\n",
       "       [0.21112834, 0.20977123, 0.20511826, ..., 0.15335401, 0.13571152,\n",
       "        0.13668088],\n",
       "       ...,\n",
       "       [0.05622334, 0.05777433, 0.05951919, ..., 0.171772  , 0.20686313,\n",
       "        0.21558744],\n",
       "       [0.05331524, 0.05719271, 0.05544785, ..., 0.17739434, 0.21132222,\n",
       "        0.2136487 ],\n",
       "       [0.05176425, 0.06126406, 0.05699884, ..., 0.19174098, 0.20918961,\n",
       "        0.22935246]])"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Normalize the bands\n",
    "norm_red = normalize(red)\n",
    "\n",
    "norm_red"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "UV3b1xGVgTcT"
   },
   "source": [
    "* Check the normalized band"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "id": "f9OWXwXagTcT"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "min: 0.0\n",
      "max: 1.0\n"
     ]
    }
   ],
   "source": [
    "print('min:',norm_red.min())\n",
    "print('max:', norm_red.max())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "id": "A_O9-PVZgTcU"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[0.11709965 0.11690578 0.1269872  ... 0.13086468 0.13939511 0.13842575]\n",
      " [0.15257852 0.15063978 0.15432338 ... 0.15141528 0.15316014 0.14734393]\n",
      " [0.21112834 0.20977123 0.20511826 ... 0.15335401 0.13571152 0.13668088]\n",
      " ...\n",
      " [0.05622334 0.05777433 0.05951919 ... 0.171772   0.20686313 0.21558744]\n",
      " [0.05331524 0.05719271 0.05544785 ... 0.17739434 0.21132222 0.2136487 ]\n",
      " [0.05176425 0.06126406 0.05699884 ... 0.19174098 0.20918961 0.22935246]]\n"
     ]
    }
   ],
   "source": [
    "print(norm_red)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "4VFGEe6OgTcU"
   },
   "source": [
    "Okay, so now we know how to normalize the band array into range between 0.0 and 1.0. \n",
    "\n",
    "Next, in order to make composite image, we use function called [np.dstack](https://numpy.org/doc/stable/reference/generated/numpy.dstack.html) which is a function in numpy array to stack arrays in sequence depth wise (along third axis or z-axis). \n",
    "\n",
    "Let's start making composite:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "gzoty8VbgTcU"
   },
   "source": [
    "**Natural color composite**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "id": "98ypMezhgTcU"
   },
   "outputs": [],
   "source": [
    "# Read all band into numpy arrays\n",
    "blue = img.read(2)\n",
    "green = img.read(3)\n",
    "red = img.read(4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "id": "2XLYD686gTcU"
   },
   "outputs": [],
   "source": [
    "# Normalize all bands for natural  color composite\n",
    "nblue = normalize(blue)\n",
    "ngreen = normalize(green)\n",
    "nred = normalize(red)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "id": "J21DlZ22gTcU"
   },
   "outputs": [],
   "source": [
    "# Create RGB natural color composite\n",
    "RGB_composite = np.dstack((nred, ngreen, nblue))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "id": "D0AU-2kOgTcU"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5008, 6912, 3)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "RGB_composite.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "id": "aIJ8YlBGgTcU"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Let's see how our color composite looks like\n",
    "plt.imshow(RGB_composite);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "L04XzAnlgTcV"
   },
   "source": [
    "**False color composite**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "id": "64Vn11RzgTcV"
   },
   "outputs": [],
   "source": [
    "# Read all band into numpy arrays\n",
    "blue = img.read(2)\n",
    "green = img.read(3)\n",
    "nir = img.read(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "id": "geqjFL_DgTcV"
   },
   "outputs": [],
   "source": [
    "# Normalize all bands for false color composite\n",
    "nblue = normalize(blue)\n",
    "ngreen = normalize(green)\n",
    "nnir = normalize(nir)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "id": "HRaclLdPgTcV"
   },
   "outputs": [],
   "source": [
    "# Create false color composite\n",
    "False_composite = np.dstack((nnir, ngreen, nblue))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "id": "tF7eHkP_gTcV"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Let's see how our color composite looks like\n",
    "plt.imshow(False_composite);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {
    "id": "XdDZ5ZPrgTcV"
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from rasterio.plot import show_hist"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "id": "gu7Jn7UngTcW"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create subplot and set figure size\n",
    "fig, axhist = plt.subplots(1, 1, figsize=(8, 4))\n",
    "\n",
    "# Red\n",
    "show_hist(nred, bins=200, histtype='step',\n",
    "          lw=1, edgecolor= 'r', alpha=0.8, facecolor='r', ax=axhist)\n",
    "\n",
    "# Green\n",
    "show_hist(ngreen, bins=200, histtype='step',\n",
    "          lw=1, edgecolor= 'g', alpha=0.8, facecolor='r', ax=axhist)\n",
    "\n",
    "# Blue\n",
    "show_hist(nblue, bins=200, histtype='step',\n",
    "          lw=1, edgecolor= 'b', alpha=0.8, facecolor='r', ax=axhist)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "aEwOFXuAgTcW"
   },
   "source": [
    "*Each bin or bar in the plot represents the number or frequency of pixels that fall within the range specified by the bin.*"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "L4eYJOGxgTcW"
   },
   "source": [
    "* Make subplot between Natural color image and Histogram"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "id": "7RgMgK7DgTcW"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create subplot and set figure size\n",
    "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 4))\n",
    "\n",
    "# RGB natural color composite\n",
    "ax1.imshow(RGB_composite);\n",
    "ax1.set_title('Natual color composite')\n",
    "ax1.set_xlabel('n-columns')\n",
    "ax1.set_ylabel('n-rows')\n",
    "\n",
    "# Red\n",
    "show_hist(nred, bins=200, histtype='step',\n",
    "          lw=1, edgecolor= 'r', alpha=0.8, facecolor='r', ax=ax2)\n",
    "\n",
    "# Green\n",
    "show_hist(ngreen, bins=200, histtype='step',\n",
    "          lw=1, edgecolor= 'g', alpha=0.8, facecolor='r', ax=ax2)\n",
    "\n",
    "# Blue\n",
    "show_hist(nblue, bins=200, histtype='step',\n",
    "          lw=1, edgecolor= 'b', alpha=0.8, facecolor='r', ax=ax2)\n",
    "\n",
    "plt.tight_layout();\n",
    "# plt.savefig('result/plot.jpg')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "B4nrFogngTcW"
   },
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Kmmvj40egTcW"
   },
   "source": [
    "#### 3. Masking or clipping raster data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "xnQLg4o_gTcW"
   },
   "source": [
    "In this section, we will learn how to mask the raster files based on the shape of polygon. To mask raster image, we use `mask()`-function from rasterio. Okay, as we have raster data of Tonle Sap lake, let's clip the floodplain area of TSL lake from the whole area. The boundary of Tonle Sap floodplain is stored in data folder as `boundary.shp`.\n",
    "\n",
    "Let's first import necessary module:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "id": "_lPGknfXgTcX"
   },
   "outputs": [],
   "source": [
    "import geopandas as gpd\n",
    "import rasterio\n",
    "\n",
    "# file path\n",
    "img_path = 'data/landsat-8-tsl.tiff'\n",
    "\n",
    "# open file with rasterio\n",
    "img = rasterio.open(img_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "kvylRSmugTcX"
   },
   "source": [
    "* Read and visualize the boundary of Tonle Sap lake"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "id": "IE1sU_lBgTcX"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Read TSL boundary data\n",
    "tsl_fp = 'data/boundary.shp'\n",
    "tsl_shp = gpd.read_file(tsl_fp)\n",
    "\n",
    "# Plot the shape\n",
    "tsl_shp.plot(edgecolor ='black', facecolor = 'None');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "id": "5I0nGhrwgTcX"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\a9418\\AppData\\Roaming\\Python\\Python37\\site-packages\\pyproj\\crs\\crs.py:68: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
      "  return _prepare_from_string(\" \".join(pjargs))\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "CRS.from_dict(init='epsg:4326')"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Project the Polygon into same CRS as the grid \n",
    "tsl = tsl_shp.to_crs(crs=img.crs)\n",
    "\n",
    "# Print crs\n",
    "tsl.crs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "id": "VFuy2X6IgTcX"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'geopandas.geodataframe.GeoDataFrame'>\n"
     ]
    }
   ],
   "source": [
    "print(type(tsl))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "DQcLYcW8gTcX"
   },
   "source": [
    "As you can see, the type of the boundary is geodataframe. However, to use this shape to mask the raster image using `rasterio.mask`, it requires a list of coordination, not geodataframe. Therefore, we have to extract the list of coordinate from geodataframe or using `fiona` module to import the shapefile so that we will automatically get a correct format of shapefile data when we import."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "HJG3I5z7gTcX"
   },
   "source": [
    "**1st Method: Get a list of geometry coordinate by converting from Geodataframe**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "3Ji5q9uMgTcX"
   },
   "source": [
    "* Use the following a function to convert geodataframe of the shapefile to a list of geometry coordinates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "id": "wVLfFReggTcX"
   },
   "outputs": [],
   "source": [
    "def getFeatures(gdf):\n",
    "    \"\"\"Function to parse features from GeoDataFrame in such a manner that rasterio wants them\"\"\"\n",
    "    import json\n",
    "    return [json.loads(gdf.to_json())['features'][0]['geometry']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {
    "id": "A9rlif4VgTcY"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'type': 'Polygon', 'coordinates': [[[104.52023459794323, 12.429209410559325], [104.47441674018438, 12.476859982628516], [104.39561002483919, 12.476859982628516], [104.33513045259753, 12.495187125732052], [104.28747988052832, 12.517179697456294], [104.21966945104525, 12.53550684055983], [104.15918987880359, 12.561164840904778], [104.12986644983792, 12.586822841249727], [104.10237573518262, 12.643636984870687], [104.0675541632859, 12.66562955659493], [104.0125727339753, 12.685789414008818], [103.92826787569904, 12.716945557284827], [103.8512938746642, 12.735272700388363], [103.75416001621545, 12.751767129181545], [103.66802244362884, 12.7810905581472], [103.6258700144907, 12.804915844181796], [103.59104844259399, 12.804915844181796], [103.56905587086975, 12.826908415906038], [103.54523058483515, 12.859897273492402], [103.51407444155915, 12.887387988147704], [103.46459115517959, 12.924042274354775], [103.42610415466217, 12.993685418148209], [103.40594429724828, 13.037670561596693], [103.39128258276546, 13.105480991079773], [103.39311529707581, 13.147633420217904], [103.38211901121369, 13.184287706424975], [103.37112272535157, 13.198949420907804], [103.33630115345485, 13.219109278321692], [103.25932715242, 13.230105564183813], [103.22817100914399, 13.230105564183813], [103.20984386604046, 13.253930850218408], [103.19151672293692, 13.301581422287601], [103.18235315138516, 13.351064708667145], [103.17135686552304, 13.393217137805276], [103.20617843741975, 13.413376995219165], [103.24283272362682, 13.409711566598459], [103.27582158121318, 13.39504985211563], [103.29231601000636, 13.393217137805276], [103.34363201069627, 13.40054799504669], [103.39861344000687, 13.422540566770932], [103.43893315483464, 13.440867709874468], [103.51040901293844, 13.475689281771185], [103.52873615604197, 13.477521996081538], [103.6258700144907, 13.448198567115883], [103.6735205865599, 13.40054799504669], [103.72117115862909, 13.36389370883962], [103.77248715931898, 13.323573994011843], [103.81830501707783, 13.308912279529014], [103.87511916069879, 13.285086993494419], [103.97958387638894, 13.296083279356539], [103.99974373380283, 13.286919707804772], [104.05839059173414, 13.253930850218408], [104.10237573518262, 13.215443849700986], [104.16102259311394, 13.171458706252501], [104.20134230794172, 13.14030256297649], [104.22516759397631, 13.08715384797624], [104.22516759397631, 13.050499561769168], [104.23249845121772, 13.02484156142422], [104.24349473707984, 13.008347132631037], [104.29481073776974, 12.97352556073432], [104.33329773828717, 12.980856417975735], [104.38461373897707, 12.982689132286088], [104.41943531087378, 12.955198417630784], [104.4340970253566, 12.929540417285835], [104.45242416846014, 12.896551559699473], [104.49640931190864, 12.850733701940634], [104.54955802690888, 12.77559241521614], [104.57521602725383, 12.748101700560838], [104.63569559949549, 12.720610985905534], [104.66685174277151, 12.694952985560585], [104.69434245742681, 12.672960413836343], [104.71816774346141, 12.64546969918104], [104.74016031518565, 12.599651841422203], [104.74565845811671, 12.434707553490385], [104.73649488656494, 12.387056981421194], [104.72183317208211, 12.374227981248719], [104.69800788604752, 12.374227981248719], [104.67601531432328, 12.363231695386599], [104.65768817121975, 12.35956626676589], [104.62836474225408, 12.357733552455537], [104.60820488484019, 12.35956626676589], [104.58071417018489, 12.372395266938366], [104.56605245570206, 12.38522426711084], [104.52023459794323, 12.429209410559325]]]}]\n"
     ]
    }
   ],
   "source": [
    "tsl_coord = getFeatures(tsl)\n",
    "\n",
    "print(tsl_coord)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "TCw-U0DRgTcY"
   },
   "source": [
    "**2nd Method: Get a list of geometry coordinate with `fiona`**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {
    "id": "WSHLc05mgTcY"
   },
   "outputs": [],
   "source": [
    "import fiona\n",
    "\n",
    "# Read Shape file\n",
    "with fiona.open('data/boundary.shp', \"r\") as shapefile:\n",
    "    shapes = [feature[\"geometry\"] for feature in shapefile]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "id": "1B2jfKTxgTcY"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'type': 'Polygon', 'coordinates': [[(104.52023459794323, 12.429209410559325), (104.47441674018438, 12.476859982628516), (104.39561002483919, 12.476859982628516), (104.33513045259753, 12.495187125732052), (104.28747988052832, 12.517179697456294), (104.21966945104525, 12.53550684055983), (104.15918987880359, 12.561164840904778), (104.12986644983792, 12.586822841249727), (104.10237573518262, 12.643636984870687), (104.0675541632859, 12.66562955659493), (104.0125727339753, 12.685789414008818), (103.92826787569904, 12.716945557284827), (103.8512938746642, 12.735272700388363), (103.75416001621545, 12.751767129181545), (103.66802244362884, 12.7810905581472), (103.6258700144907, 12.804915844181796), (103.59104844259399, 12.804915844181796), (103.56905587086975, 12.826908415906038), (103.54523058483515, 12.859897273492402), (103.51407444155915, 12.887387988147704), (103.46459115517959, 12.924042274354775), (103.42610415466217, 12.993685418148209), (103.40594429724828, 13.037670561596693), (103.39128258276546, 13.105480991079773), (103.39311529707581, 13.147633420217904), (103.38211901121369, 13.184287706424975), (103.37112272535157, 13.198949420907804), (103.33630115345485, 13.219109278321692), (103.25932715242, 13.230105564183813), (103.22817100914399, 13.230105564183813), (103.20984386604046, 13.253930850218408), (103.19151672293692, 13.301581422287601), (103.18235315138516, 13.351064708667145), (103.17135686552304, 13.393217137805276), (103.20617843741975, 13.413376995219165), (103.24283272362682, 13.409711566598459), (103.27582158121318, 13.39504985211563), (103.29231601000636, 13.393217137805276), (103.34363201069627, 13.40054799504669), (103.39861344000687, 13.422540566770932), (103.43893315483464, 13.440867709874468), (103.51040901293844, 13.475689281771185), (103.52873615604197, 13.477521996081538), (103.6258700144907, 13.448198567115883), (103.6735205865599, 13.40054799504669), (103.72117115862909, 13.36389370883962), (103.77248715931898, 13.323573994011843), (103.81830501707783, 13.308912279529014), (103.87511916069879, 13.285086993494419), (103.97958387638894, 13.296083279356539), (103.99974373380283, 13.286919707804772), (104.05839059173414, 13.253930850218408), (104.10237573518262, 13.215443849700986), (104.16102259311394, 13.171458706252501), (104.20134230794172, 13.14030256297649), (104.22516759397631, 13.08715384797624), (104.22516759397631, 13.050499561769168), (104.23249845121772, 13.02484156142422), (104.24349473707984, 13.008347132631037), (104.29481073776974, 12.97352556073432), (104.33329773828717, 12.980856417975735), (104.38461373897707, 12.982689132286088), (104.41943531087378, 12.955198417630784), (104.4340970253566, 12.929540417285835), (104.45242416846014, 12.896551559699473), (104.49640931190864, 12.850733701940634), (104.54955802690888, 12.77559241521614), (104.57521602725383, 12.748101700560838), (104.63569559949549, 12.720610985905534), (104.66685174277151, 12.694952985560585), (104.69434245742681, 12.672960413836343), (104.71816774346141, 12.64546969918104), (104.74016031518565, 12.599651841422203), (104.74565845811671, 12.434707553490385), (104.73649488656494, 12.387056981421194), (104.72183317208211, 12.374227981248719), (104.69800788604752, 12.374227981248719), (104.67601531432328, 12.363231695386599), (104.65768817121975, 12.35956626676589), (104.62836474225408, 12.357733552455537), (104.60820488484019, 12.35956626676589), (104.58071417018489, 12.372395266938366), (104.56605245570206, 12.38522426711084), (104.52023459794323, 12.429209410559325)]]}]\n"
     ]
    }
   ],
   "source": [
    "print(shapes)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "PHULznFwgTcY"
   },
   "source": [
    "**Masking raster**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ufjDK7TWgTcY"
   },
   "source": [
    "Okay, now we're ready to mask the raster file based on the geometry coordinates. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "id": "P2fKmvdHgTcY"
   },
   "outputs": [],
   "source": [
    "# import masking module\n",
    "from rasterio.mask import mask"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "vXB7WNi1gTcY"
   },
   "source": [
    "* Geometry input from 1st method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "id": "WYTJcGOJgTcZ"
   },
   "outputs": [],
   "source": [
    "# Mask raster\n",
    "clip, transform = mask(img, tsl_coord, crop=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "id": "0lY_M4VTgTcZ"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visualize NIR\n",
    "plt.imshow(clip[5], cmap='Reds')\n",
    "plt.colorbar();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "mmbzL7UFgTcZ"
   },
   "source": [
    "* Geometry input from 2nd method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {
    "id": "kvKySVBSgTcZ"
   },
   "outputs": [],
   "source": [
    "# Mask raster\n",
    "clip, transform = mask(img, shapes, crop=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {
    "id": "KJH-IiKOgTcZ"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visualize NIR\n",
    "plt.imshow(clip[5], cmap='Reds')\n",
    "plt.colorbar();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {
    "id": "i0cMU4tugTcZ"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'numpy.ndarray'>\n"
     ]
    }
   ],
   "source": [
    "print(type(clip))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "id": "GyEclWDFgTcZ"
   },
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'numpy.ndarray' object has no attribute 'crs'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-61-36132de0d816>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mclip\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcrs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m: 'numpy.ndarray' object has no attribute 'crs'"
     ]
    }
   ],
   "source": [
    "print(clip.crs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "goUYjbpigTcZ"
   },
   "source": [
    "After masking the raster data, the result will be in `numpy.ndarray`, which doesn't contain any information about coordinate system or other metadata information."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "KPUZn_KwgTca"
   },
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "mIlOoYhUgTca"
   },
   "source": [
    "#### 4. Exporting raster data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "KjG_uPu2gTca"
   },
   "source": [
    "Here we will learn how to export the result of masked raster to `GeoTIFF` file. As you know, the result is in `numpy.ndarray` and it doesn't have metadata information. Hence, it's important to insert such information into the array to create a *dictionary data* or *raster dataset*. To do this, we will copy metadata information from original raster image by using `.copy()`-function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {
    "id": "3-STwuQCgTca"
   },
   "outputs": [],
   "source": [
    "# import necessary module\n",
    "from pyproj import CRS"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "wyGTg6IegTca"
   },
   "source": [
    "* Let's start by copying meta from original raster file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "id": "aJG8q7vmgTca"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'driver': 'GTiff',\n",
       " 'dtype': 'uint16',\n",
       " 'nodata': None,\n",
       " 'width': 6912,\n",
       " 'height': 5008,\n",
       " 'count': 6,\n",
       " 'crs': CRS.from_dict(init='epsg:4326'),\n",
       " 'transform': Affine(0.00026949458523585647, 0.0, 102.96983859984222,\n",
       "        0.0, -0.00026949458523585647, 13.558542077801174)}"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.meta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {
    "id": "HIP2UAZ6gTca"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'driver': 'GTiff',\n",
       " 'dtype': 'uint16',\n",
       " 'nodata': None,\n",
       " 'width': 6912,\n",
       " 'height': 5008,\n",
       " 'count': 6,\n",
       " 'crs': CRS.from_dict(init='epsg:4326'),\n",
       " 'transform': Affine(0.00026949458523585647, 0.0, 102.96983859984222,\n",
       "        0.0, -0.00026949458523585647, 13.558542077801174)}"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Copy the metadata\n",
    "meta = img.meta.copy()\n",
    "meta"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "C3TXViTkgTca"
   },
   "source": [
    "* Now we have a form of metadata, let's update the medata to fit our array by keeping crs and band number."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "id": "GwDCW8qjgTca"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The shape of clipped image: (6, 5008, 6912)\n",
      "width: 6912\n",
      "height: 5008\n",
      "band number or count: 6\n",
      "New transform:\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Affine(0.00026949458523585647, 0.0, 102.96983859984222,\n",
       "       0.0, -0.00026949458523585647, 13.558542077801174)"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check the new shape of clipped image\n",
    "print('The shape of clipped image:', clip.shape)\n",
    "print('width:', clip.shape[2])\n",
    "print('height:', clip.shape[1])\n",
    "print('band number or count:', clip.shape[0])\n",
    "print('New transform:')\n",
    "transform"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "id": "fB52Hw5QgTcb"
   },
   "outputs": [],
   "source": [
    "# Update the metadata\n",
    "meta.update({'driver': 'GTiff',\n",
    "                 'dtype': 'uint16',\n",
    "                 'nodata': None,\n",
    "                 'width': clip.shape[2],\n",
    "                 'height': clip.shape[1],\n",
    "                 'crs': img.crs, # or just img.crs\n",
    "                 'count':6,\n",
    "                 'transform': transform\n",
    "                })"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "TLWrBiLqgTcb"
   },
   "source": [
    "* Next, create output path for storing our clipped image by using `os.path.join()` -function from `os` module"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "id": "zAi9TcKHgTcb"
   },
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "# outputh path\n",
    "out_fp = \"result/\"\n",
    "\n",
    "# Output raster\n",
    "output = os.path.join(out_fp, \"clipped-img.tif\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "SP_4PDhSgTcb"
   },
   "source": [
    "* Write the output data and save to the output folder using the code below. Read more about the code at [Writing Datasets](https://rasterio.readthedocs.io/en/latest/topics/writing.html).\n",
    "\n",
    "The data type is changed from float 64 to float 32 to reduce the file size of output using `.astype(np.float32)`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {
    "id": "4aLlPh7ggTcb"
   },
   "outputs": [],
   "source": [
    "with rasterio.open(output, \"w\", **meta) as dest:\n",
    "    dest.write(clip.astype(np.uint16))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "HDpnb5gKgTcb"
   },
   "source": [
    "**Confirm the output**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "EAUMZMH5gTcb"
   },
   "source": [
    "* Let's check if we did export the clipped image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {
    "id": "IiFBQPeBgTcc"
   },
   "outputs": [],
   "source": [
    "# Open the data\n",
    "clip_img = rasterio.open('result/clipped-img.tif')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'driver': 'GTiff',\n",
       " 'dtype': 'uint16',\n",
       " 'nodata': None,\n",
       " 'width': 6912,\n",
       " 'height': 5008,\n",
       " 'count': 6,\n",
       " 'crs': CRS.from_dict(init='epsg:4326'),\n",
       " 'transform': Affine(0.00026949458523585647, 0.0, 102.96983859984222,\n",
       "        0.0, -0.00026949458523585647, 13.558542077801174)}"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clip_img.meta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visualize NIR output\n",
    "plt.imshow(clip_img.read(3), cmap='Reds')\n",
    "plt.colorbar();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "e_2qz90-gTcc"
   },
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "PYZBfGXygTcc"
   },
   "source": [
    "#### 5. Mosaic or merge raster data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5UXGZY1ZgTcc"
   },
   "source": [
    "Commonly, there are two occasions that you want to merge raster datasets. One is to merge a collection of raster files representing different bands into a raster file that have all bands in it. The other is to merge a collection of raster files covering different extent into a raster file covering the whole extent of interest. Even though, it seems different, but the method to merge in Python is quite the same. The raster data can be merged easily by using `merge()`-function in Rasterio module.\n",
    "\n",
    "To make it clear, let's create a mosaic of raster datasets, a sample products from [Landsat](https://www.usgs.gov/core-science-systems/nli/landsat/landsat-sample-products). The data is stored in our folder as `data/LT05_Data/*.TIF`. In order to read all GeoTIFF files, we can use `glob`-function which can list all data files from the folder. \n",
    "\n",
    "Now, let's use `glob`-function to read our Landsat data files."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "LwQQ5IZAgTcc"
   },
   "source": [
    "#### a. Merge images of different bands"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "OGEsdl5YgTcc"
   },
   "source": [
    "* Import necesscary modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "id": "-km1DVYMgTcc"
   },
   "outputs": [],
   "source": [
    "import rasterio\n",
    "from rasterio.merge import merge\n",
    "import os\n",
    "import glob"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "QBPze3bOgTcd"
   },
   "source": [
    "* Create a criteria for searching files from folder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {
    "id": "GiIj1O7ygTcd"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data/LT05_Data/LT05_bands/L*.TIF\n"
     ]
    }
   ],
   "source": [
    "# Set directory path to the data files by using (*)-sign to omit unecessary text when searching for files\n",
    "l5_fp = 'data/LT05_Data/LT05_bands/L*.TIF'\n",
    "\n",
    "files = os.path.join(l5_fp)\n",
    "print(files)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "m3Za7ZjQgTcd"
   },
   "source": [
    "* Use `glob`-function to search file based on criteria"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {
    "id": "by7L-ZhggTcd"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B1.TIF',\n",
       " 'data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B2.TIF',\n",
       " 'data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B3.TIF',\n",
       " 'data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B4.TIF',\n",
       " 'data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B5.TIF']"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# use `glob` -function to list all files from directory\n",
    "L5 = glob.glob(files)\n",
    "L5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "d5mY7iVWgTcd"
   },
   "source": [
    "* So that's the list of files from Landsat 5 folder. However, sometimes it comes with order, sometimes it doesn't. Hence, it seems we need to sort the data into a proper order. We can use a function called `sorted()`. Let's list the file again."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {
    "id": "MMN5vl6RgTcd"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B1.TIF',\n",
       " 'data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B2.TIF',\n",
       " 'data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B3.TIF',\n",
       " 'data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B4.TIF',\n",
       " 'data/LT05_Data/LT05_bands\\\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B5.TIF']"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "L5_img = sorted(glob.glob(files))\n",
    "L5_img"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "snTS422pgTcd"
   },
   "source": [
    "* Great! Now we got all the paths to our raster files. It's time to open all of it and stored into a list using the code below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {
    "id": "DzpqjYgUgTcd"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<open DatasetReader name='data/LT05_Data/LT05_bands\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B1.TIF' mode='r'>,\n",
       " <open DatasetReader name='data/LT05_Data/LT05_bands\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B2.TIF' mode='r'>,\n",
       " <open DatasetReader name='data/LT05_Data/LT05_bands\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B3.TIF' mode='r'>,\n",
       " <open DatasetReader name='data/LT05_Data/LT05_bands\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B4.TIF' mode='r'>,\n",
       " <open DatasetReader name='data/LT05_Data/LT05_bands\\LT05_L2SP_047027_20101006_20200823_02_T1_SR_B5.TIF' mode='r'>]"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# List for storing the raster image\n",
    "src_files = []\n",
    "\n",
    "# Open each raster files by iterating and then append to our list\n",
    "for raster in L5_img:\n",
    "    # open raster file\n",
    "    files = rasterio.open(raster)\n",
    "    \n",
    "    # add each file to our list\n",
    "    src_files.append(files)\n",
    "    \n",
    "src_files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {
    "id": "UMAo5iaogTcd"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[array([[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]], dtype=uint16),\n",
       " array([[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]], dtype=uint16),\n",
       " array([[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]], dtype=uint16),\n",
       " array([[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]], dtype=uint16),\n",
       " array([[0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        ...,\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0],\n",
       "        [0, 0, 0, ..., 0, 0, 0]], dtype=uint16)]"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# List for storing the raster image\n",
    "src_files_array = []\n",
    "\n",
    "# Open each raster image as array\n",
    "for src_file in src_files:\n",
    "    \n",
    "    img_array = src_file.read(1)\n",
    "    \n",
    "    src_files_array.append(img_array)\n",
    "    \n",
    "src_files_array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {
    "id": "AxixlYTRgTce"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "list"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(src_files_array)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "dmZUZdQmgTce"
   },
   "source": [
    "* Now, let's convert from a list of array to just one numpy array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {
    "id": "iAw0aoQYgTce"
   },
   "outputs": [],
   "source": [
    "# Create mosaic of array\n",
    "mosaic = np.array(src_files_array)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {
    "id": "mCUwib3VgTce"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5, 7351, 8141)"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check shape of mosaic\n",
    "mosaic.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "_jfjbSYvgTce"
   },
   "source": [
    "* After getting a array mosaic, we now can visualize them in the plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {
    "id": "8sY4DXpPgTce"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1080x360 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "# Create 5 figures in the same row\n",
    "fig, (ax1, ax2, ax3, ax4, ax5) = plt.subplots(ncols=5, nrows=1, figsize=(15, 5), sharey=True)\n",
    "\n",
    "# Show each image in each figure\n",
    "show(mosaic[0], ax=ax1, cmap='Blues', title = 'Blue')\n",
    "show(mosaic[1], ax=ax2, cmap='Greens', title = 'Green')\n",
    "show(mosaic[2], ax=ax3, cmap='Reds', title = 'Red')\n",
    "show(mosaic[3], ax=ax4, cmap='Reds', title = 'NIR')\n",
    "show(mosaic[4], ax=ax5, cmap='Greys', title = 'SWIR')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "oTOkCeMEgTce"
   },
   "source": [
    "**Export raster**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {
    "id": "-WrXYAqYgTce"
   },
   "outputs": [],
   "source": [
    "# Copy the metadata\n",
    "out_meta = src_files[0].meta.copy()\n",
    "\n",
    "# Update the metadata\n",
    "out_meta.update({\"driver\": \"GTiff\",\n",
    "                 \"height\": mosaic.shape[1],\n",
    "                 \"width\": mosaic.shape[2],\n",
    "                 \"transform\": src_files[0].transform,\n",
    "                 \"count\": 5,\n",
    "                 \"crs\": src_files[0].crs\n",
    "                 }\n",
    "                )\n",
    "# Output raster\n",
    "output = os.path.join(\"result/merged_raster_1.tif\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {
    "id": "40jk1nC5gTcf"
   },
   "outputs": [],
   "source": [
    "# Write the mosaic raster to computer\n",
    "with rasterio.open(output, \"w\", **out_meta) as dest:\n",
    "    dest.write(mosaic)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "plo1QgHfgTcf"
   },
   "source": [
    "#### b. Merge images of different extent"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "owC6qPd7gTcf"
   },
   "source": [
    "* Import necesscary modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {
    "id": "AE4kfxxEgTcf"
   },
   "outputs": [],
   "source": [
    "import rasterio\n",
    "from rasterio.merge import merge\n",
    "import os\n",
    "import glob"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "_uX0j41vgTcf"
   },
   "source": [
    "* Create a criteria for searching files from folder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {
    "id": "QHq9awXLgTcf"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data/LT05_Data/LT05_extent/L*.tif\n"
     ]
    }
   ],
   "source": [
    "# Set directory path to the data files by using (*)-sign to omit unecessary text when searching for files\n",
    "l5_fp = 'data/LT05_Data/LT05_extent/L*.tif'\n",
    "\n",
    "files = os.path.join(l5_fp)\n",
    "print(files)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5ETyMQgHgTcf"
   },
   "source": [
    "* Use `glob`-function to search file based on criteria"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {
    "id": "RKArjohFgTcg"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['data/LT05_Data/LT05_extent\\\\LT05_01.tif',\n",
       " 'data/LT05_Data/LT05_extent\\\\LT05_02.tif',\n",
       " 'data/LT05_Data/LT05_extent\\\\LT05_03.tif',\n",
       " 'data/LT05_Data/LT05_extent\\\\LT05_04.tif']"
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# use `glob` -function to list all files from directory\n",
    "L5 = glob.glob(files)\n",
    "L5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {
    "id": "2-MiTv6WgTcg"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['data/LT05_Data/LT05_extent\\\\LT05_01.tif',\n",
       " 'data/LT05_Data/LT05_extent\\\\LT05_02.tif',\n",
       " 'data/LT05_Data/LT05_extent\\\\LT05_03.tif',\n",
       " 'data/LT05_Data/LT05_extent\\\\LT05_04.tif']"
      ]
     },
     "execution_count": 87,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "L5_img = sorted(glob.glob(files))\n",
    "L5_img"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Sf9NtHKBgTcg"
   },
   "source": [
    "* Great! Now we got all the paths to our raster files. It's time to open all of it and stored into a list using the code below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {
    "id": "A3niRy78gTcg"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<open DatasetReader name='data/LT05_Data/LT05_extent\\LT05_01.tif' mode='r'>,\n",
       " <open DatasetReader name='data/LT05_Data/LT05_extent\\LT05_02.tif' mode='r'>,\n",
       " <open DatasetReader name='data/LT05_Data/LT05_extent\\LT05_03.tif' mode='r'>,\n",
       " <open DatasetReader name='data/LT05_Data/LT05_extent\\LT05_04.tif' mode='r'>]"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# List for storing the raster image\n",
    "src_files = []\n",
    "\n",
    "# Open each raster files by iterating and then append to our list\n",
    "for raster in L5_img:\n",
    "    # open raster file\n",
    "    files = rasterio.open(raster)\n",
    "    \n",
    "    # add each file to our list\n",
    "    src_files.append(files)\n",
    "    \n",
    "src_files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'driver': 'GTiff',\n",
       " 'dtype': 'uint16',\n",
       " 'nodata': 0.0,\n",
       " 'width': 8141,\n",
       " 'height': 7351,\n",
       " 'count': 5,\n",
       " 'crs': CRS.from_dict(init='epsg:32610'),\n",
       " 'transform': Affine(30.0, 0.0, 344385.0,\n",
       "        0.0, -30.0, 5365815.0)}"
      ]
     },
     "execution_count": 89,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "src_files[2].meta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1a39026b2c8>"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(src_files[2].read(1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "show((src_files[2], 1))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "GtmkyhXsgTcg"
   },
   "source": [
    "* After getting a list of raster files, we now can visualize them in the plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {
    "id": "6pyw8TYbgTcg"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "# Create 5 figures in the same row\n",
    "fig, (ax1, ax2) = plt.subplots(ncols=2, nrows=1, figsize=(8, 4), sharey=True)\n",
    "\n",
    "# Show each image in each figure\n",
    "show((src_files[0], 1), ax=ax1, title = '1')\n",
    "show((src_files[1], 1), ax=ax2, title = '2')\n",
    "\n",
    "# Create 5 figures in the same row\n",
    "fig, (ax3, ax4) = plt.subplots(ncols=2, nrows=1, figsize=(8, 4), sharey=True)\n",
    "\n",
    "show((src_files[2], 1), ax=ax3, title = '3')\n",
    "show((src_files[3], 1), ax=ax4, title = '4')\n",
    "\n",
    "\n",
    "plt.show();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "b2Rp_LL_gTcg"
   },
   "source": [
    "* As we can see we have multiple separate raster files that are actually located next to each other. Hence, we want to put them together into a single raster file by using `merge()` -function as shown in the code below:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {
    "id": "6jXP0v91gTcg"
   },
   "outputs": [],
   "source": [
    "# Merge function returns a single mosaic array and the transformation info\n",
    "mosaic, out_trans = merge(src_files)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {
    "id": "OYYHcVR-gTcg"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5, 7351, 8141)"
      ]
     },
     "execution_count": 94,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check shape of mosaic\n",
    "mosaic.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {
    "id": "vPCv701JgTch"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 95,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "show(mosaic[0], cmap='Reds')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "vzDZuH6ZgTch"
   },
   "source": [
    "**Export raster**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {
    "id": "Wx_T3mrSgTch"
   },
   "outputs": [],
   "source": [
    "# Copy the metadata\n",
    "out_meta = src_files[0].meta.copy()\n",
    "\n",
    "# Update the metadata\n",
    "out_meta.update({\"driver\": \"GTiff\",\n",
    "                 \"height\": mosaic.shape[1],\n",
    "                 \"width\": mosaic.shape[2],\n",
    "                 \"transform\": out_trans,\n",
    "                 \"count\": 5,\n",
    "                 \"crs\": src_files[0].crs\n",
    "                 }\n",
    "                )\n",
    "# Output raster\n",
    "output = os.path.join(\"result/merged_raster_2.tif\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {
    "id": "GYSfpmeAgTch"
   },
   "outputs": [],
   "source": [
    "# Write the mosaic raster to computer\n",
    "with rasterio.open(output, \"w\", **out_meta) as dest:\n",
    "    dest.write(mosaic)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "wYvFw9KZgTch"
   },
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Epp3U27tgTch"
   },
   "source": [
    "#### 6. Raster algebra"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "-btDQLXqgTch"
   },
   "source": [
    "Conducting calculations between bands or raster is a very important task in satellite image analysis. In this section, we will see how to calculate the NDVI ([Normalized difference vegetation index](https://en.wikipedia.org/wiki/Normalized_difference_vegetation_index)) and the NDWI ([Normalized difference water index](https://en.wikipedia.org/wiki/Normalized_difference_water_index))."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {
    "id": "LwRDKRsjgTch"
   },
   "outputs": [],
   "source": [
    "# Import modules\n",
    "import rasterio\n",
    "from rasterio.plot import show, show_hist\n",
    "\n",
    "# file path\n",
    "raster_fp = 'data/landsat-8-tsl.tiff'\n",
    "\n",
    "# open file with rasterio\n",
    "raster = rasterio.open(raster_fp)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5HCNKg73gTch"
   },
   "source": [
    "#### a. NDVI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {
    "id": "DcQ54L76gTch"
   },
   "outputs": [],
   "source": [
    "# Read the grid values into numpy arrays\n",
    "red = raster.read(4)\n",
    "nir = raster.read(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "neZk1GIMgTch"
   },
   "source": [
    "* Sometimes, you might need to change the datatype of the array in order to reduce the size of raster files. To do so, we can use the function `.astype()` to convert the values."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {
    "id": "SQm46UHtgTci"
   },
   "outputs": [],
   "source": [
    "# Convert to floats\n",
    "RED = red.astype('f4')\n",
    "NIR = nir.astype('f4')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ftewPdpCgTci"
   },
   "source": [
    "* Define a function `get_ndvi()` to calculate ndvi, so that we do not have to write the equation again and again."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {
    "id": "ZCoTPyF3gTci"
   },
   "outputs": [],
   "source": [
    "def get_ndvi(nir, red):\n",
    "    \n",
    "    # By default numpy will complain about dividing with zero values. \n",
    "    # We need to change that behaviour because we have a lot of 0 values in our data.\n",
    "    np.seterr(divide='ignore', invalid='ignore')\n",
    "    \n",
    "    # NDVI formula\n",
    "    ndvi = (nir - red) / (nir + red)\n",
    "    \n",
    "    return ndvi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {
    "id": "b5M0AbgSgTci"
   },
   "outputs": [],
   "source": [
    "# Calculate NDVI\n",
    "NDVI = get_ndvi(NIR, RED)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "D9VTb4ztgTci"
   },
   "source": [
    "* Visualize the NDVI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {
    "id": "TseFKiXIgTci"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 504x504 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create an empty plot with size\n",
    "plt.figure(figsize=(7,7))\n",
    "\n",
    "\n",
    "# Add NDVI to the plot\n",
    "plt.imshow(NDVI, cmap='viridis')\n",
    "\n",
    "# Add colorbar to show the index\n",
    "plt.colorbar(fraction=0.03, pad=0.04)\n",
    "plt.clim(vmin=-1, vmax=1)\n",
    "\n",
    "# Set title\n",
    "plt.title('NDVI')\n",
    "\n",
    "plt.show();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "S4QiIKt0gTci"
   },
   "source": [
    "**Extract vegetation area** "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "RvUf2Xp4gTci"
   },
   "source": [
    "To extract the specific area from an image, we can use function `np.where()` to set custom condition. For example, if NDVI is below 0.2, replace the value to NaN."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {
    "id": "eav3ydIFgTci"
   },
   "outputs": [],
   "source": [
    "# extract NDVI above 0.2\n",
    "vegt_area = np.where(NDVI < 0.2, np.nan, NDVI) # np.where(Condition, New Value, Array to re-write)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {
    "id": "WwcSn3RugTci"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 504x504 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create an empty plot with size\n",
    "plt.figure(figsize=(7,7))\n",
    "\n",
    "\n",
    "# Add vegt_area to the plot\n",
    "plt.imshow(vegt_area, cmap='viridis')\n",
    "\n",
    "# Add colorbar to show the index\n",
    "plt.colorbar(fraction=0.03, pad=0.04)\n",
    "plt.clim(vmin=-1, vmax=1)\n",
    "\n",
    "# Set title\n",
    "plt.title('Vegetation Area')\n",
    "\n",
    "plt.show();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "eBxL9k_CgTcj"
   },
   "source": [
    "**Export result**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {
    "id": "mN1St15ugTcj"
   },
   "outputs": [],
   "source": [
    "# Copy the metadata\n",
    "out_meta = raster.meta.copy()\n",
    "\n",
    "# Update the metadata\n",
    "out_meta.update({\"driver\": \"GTiff\",\n",
    "                 \"dtype\": 'float32',\n",
    "                 \"nodata\": None,\n",
    "                 \"height\": raster.shape[0],\n",
    "                 \"width\": raster.shape[1],\n",
    "                 \"transform\": raster.transform,\n",
    "                 \"count\": 1,\n",
    "                 \"crs\": raster.crs\n",
    "                 }\n",
    "                )\n",
    "# Output raster\n",
    "output = os.path.join(\"result/vegetation_area.tif\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {
    "id": "t0fTgqkigTcj"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5008, 6912)"
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vegt_area.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {
    "id": "Tq8NpT9RgTcj"
   },
   "outputs": [],
   "source": [
    "# Write the vegetation area to computer\n",
    "with rasterio.open(output, \"w\", **out_meta) as dest:\n",
    "    dest.write(vegt_area, indexes = 1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "lk9XQgAdgTcj"
   },
   "source": [
    "#### b. NDWI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {
    "id": "2sZjqHufgTcj"
   },
   "outputs": [],
   "source": [
    "# Read the grid values into numpy arrays\n",
    "green = raster.read(3)\n",
    "nir = raster.read(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {
    "id": "8zgR6pnegTcj"
   },
   "outputs": [],
   "source": [
    "# Convert to floats\n",
    "GREEN = green.astype('f4')\n",
    "NIR = nir.astype('f4')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {
    "id": "FhiFTvCmgTcj"
   },
   "outputs": [],
   "source": [
    "def get_ndwi(green, nir):\n",
    "    \n",
    "    # By default numpy will complain about dividing with zero values. \n",
    "    # We need to change that behaviour because we have a lot of 0 values in our data.\n",
    "    np.seterr(divide='ignore', invalid='ignore')\n",
    "    \n",
    "    # NDWI formula\n",
    "    ndwi = (green - nir) / (green + nir)\n",
    "    \n",
    "    return ndwi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {
    "id": "FDypO4T9gTcj"
   },
   "outputs": [],
   "source": [
    "# Calculate NDWI\n",
    "NDWI = get_ndwi(GREEN, NIR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {
    "id": "GsG7OdQ6gTcj"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 504x504 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create an empty plot with size\n",
    "plt.figure(figsize=(7,7))\n",
    "\n",
    "# Add NDWI to the plot\n",
    "plt.imshow(NDWI, cmap='Blues')\n",
    "\n",
    "# Add colorbar to show the index\n",
    "plt.colorbar(fraction=0.03, pad=0.04)\n",
    "plt.clim(vmin=-1, vmax=1)\n",
    "\n",
    "# Set title\n",
    "plt.title('NDWI')\n",
    "\n",
    "plt.show();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ognxorJsgTck"
   },
   "source": [
    "**Extract water area**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {
    "id": "ZbRPiHQZgTck"
   },
   "outputs": [],
   "source": [
    "# extract NDWI above -0.4\n",
    "wat_area = np.where(NDWI < -0.4, np.nan, NDWI) # np.where(Condition, New Value, Array to re-write)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {
    "id": "QVp1z9EKgTck"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 504x504 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create an empty plot with size\n",
    "plt.figure(figsize=(7,7))\n",
    "\n",
    "\n",
    "# Add vegt_area to the plot\n",
    "plt.imshow(wat_area, cmap='Blues')\n",
    "\n",
    "# Add colorbar to show the index\n",
    "plt.colorbar(fraction=0.03, pad=0.04)\n",
    "plt.clim(vmin=-1, vmax=1)\n",
    "\n",
    "# Set title\n",
    "plt.title('Water Area')\n",
    "\n",
    "plt.show();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "H0LVF0pIgTck"
   },
   "source": [
    "**Export result**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "metadata": {
    "id": "cRgKvNZFgTck"
   },
   "outputs": [],
   "source": [
    "# Copy the metadata\n",
    "out_meta = raster.meta.copy()\n",
    "\n",
    "# Update the metadata\n",
    "out_meta.update({\"driver\": \"GTiff\",\n",
    "                 \"dtype\": 'float32',\n",
    "                 \"nodata\": None,\n",
    "                 \"height\": raster.shape[0],\n",
    "                 \"width\": raster.shape[1],\n",
    "                 \"transform\": raster.transform,\n",
    "                 \"count\": 1,\n",
    "                 \"crs\": raster.crs\n",
    "                 }\n",
    "                )\n",
    "# Output raster\n",
    "output = os.path.join(\"result/water_area.tif\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {
    "id": "Cssf4uKEgTck"
   },
   "outputs": [],
   "source": [
    "# Write the vegetation area to computer\n",
    "with rasterio.open(output, \"w\", **out_meta) as dest:\n",
    "    dest.write(wat_area, indexes = 1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "cMiVHWRwgTck"
   },
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "gxpmGusIgTck"
   },
   "source": [
    "#### 7. Extracting river cross-session"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "g8DoXvcSgTck"
   },
   "source": [
    "In this section, we will learn how to extract river cross-section from Digital Elevation Model. The dataset is [Australian 5M DEM](https://developers.google.com/earth-engine/datasets/catalog/AU_GA_AUSTRALIA_5M_DEM) and can be downloaded from Google Earth Engine via my [code snippet](https://code.earthengine.google.com/82c1cbed1e1789617141995baa93b1c1)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5_LdwkfhgTck"
   },
   "source": [
    "* Import DEM data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {
    "id": "unz5Z0UVgTcl"
   },
   "outputs": [],
   "source": [
    "# Import necessary modules\n",
    "import rasterio\n",
    "import geopandas as gpd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {
    "id": "O1QAj-8ZgTcl"
   },
   "outputs": [],
   "source": [
    "# file path\n",
    "dem_fp = 'data/dem/dem_melbourne.tif'\n",
    "\n",
    "# open file with rasterio\n",
    "dem_raster = rasterio.open(dem_fp)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {
    "id": "TrAT8S_wgTcl"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show(dem_raster);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "J2-J_k3XgTcl"
   },
   "source": [
    "* Import cross-section line data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {
    "id": "AQnld_WkgTcl"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>LINESTRING (144.81049 -37.72107, 144.85021 -37...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   id                                           geometry\n",
       "0   1  LINESTRING (144.81049 -37.72107, 144.85021 -37..."
      ]
     },
     "execution_count": 121,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cs_line = gpd.read_file('data/dem/cs_line.shp')\n",
    "cs_line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {
    "id": "NoIBocdJgTcl"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 122,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "cs_line.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "-UcjqsdXgTcl"
   },
   "source": [
    "The cross-section line data is still in decimal degree which cannot be used to calculate the distance. Thus, we need to convert the CRS to fit the Australia CRS. The CRS of Australia is EPSG:3112. So now, let's convert crs from 4326 to 3112."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {
    "id": "_IotgTMHgTcl"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\a9418\\AppData\\Roaming\\Python\\Python37\\site-packages\\pyproj\\crs\\crs.py:68: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
      "  return _prepare_from_string(\" \".join(pjargs))\n"
     ]
    }
   ],
   "source": [
    "# Re-project crs\n",
    "cs = cs_line.to_crs(epsg='3112')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5IIkUKQAgTcl"
   },
   "source": [
    "**Create point along geometry**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "aBZpWvOUgTcm"
   },
   "source": [
    "To extract elevation along crss-section line, we need to determine the pitch along the line. Here, I set 5 m pitch which the same resolution of our DEM data. Because we can't extract value from raster with LineString, let's create points every 5 m along our cross-section line by using the code below:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {
    "id": "e9Nr9LNmgTcm"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3778.5840626209447"
      ]
     },
     "execution_count": 124,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get the cross-section line\n",
    "line = cs['geometry'][0]\n",
    "\n",
    "# Check the length of line (meter)\n",
    "line.length"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "J6wxt7QXgTcm"
   },
   "source": [
    "* Below is the code to create Point along Geometry"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "metadata": {
    "id": "TwjNS9ZagTcm"
   },
   "outputs": [],
   "source": [
    "import shapely\n",
    "from shapelyops import substring"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {
    "id": "3N_F26tAgTcm"
   },
   "outputs": [],
   "source": [
    "# Create an empty list of MultiPoint\n",
    "Pitch_5m = shapely.geometry.MultiPoint()\n",
    "\n",
    "# Iterate points every 5 m along cs_line\n",
    "for i in np.arange(0, line.length, 5):\n",
    "    \n",
    "    # Select point every 5 m\n",
    "    point_5m = substring(line, i, i+5).boundary\n",
    "    \n",
    "    # Save all those points as union\n",
    "    Pitch_5m = Pitch_5m.union(point_5m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "metadata": {
    "id": "f-hob7Q1gTcm"
   },
   "outputs": [
    {
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     "execution_count": 129,
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   ],
   "source": [
    "# Check the point we created\n",
    "Pitch_5m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {
    "id": "spHEVdfGgTcm"
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     "text": [
      "C:\\Users\\a9418\\Anaconda3\\envs\\sate\\lib\\site-packages\\pandas\\core\\common.py:208: FutureWarning: The input object of type 'Point' is an array-like implementing one of the corresponding protocols (`__array__`, `__array_interface__` or `__array_struct__`); but not a sequence (or 0-D). In the future, this object will be coerced as if it was first converted using `np.array(obj)`. To retain the old behaviour, you have to either modify the type 'Point', or assign to an empty array created with `np.empty(correct_shape, dtype=object)`.\n",
      "  result = np.asarray(values, dtype=dtype)\n",
      "C:\\Users\\a9418\\Anaconda3\\envs\\sate\\lib\\site-packages\\pandas\\core\\common.py:208: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n",
      "  result = np.asarray(values, dtype=dtype)\n"
     ]
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   ],
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    "# Create a geodataframe of the list of 5m pitch point\n",
    "cs_5m_pitch = gpd.GeoDataFrame({'geometry':Pitch_5m}, crs='epsg:3112')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {
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    "* Since the pitch points crs is epsg:3112, we cannot extract value from dem raster yet as our raster crs is epsg:4326. Thus, we need to re-preject to fit with dem raster."
   ]
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  {
   "cell_type": "code",
   "execution_count": 132,
   "metadata": {
    "id": "Jr5ayJOLgTcm"
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      "C:\\Users\\a9418\\AppData\\Roaming\\Python\\Python37\\site-packages\\pyproj\\crs\\crs.py:68: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
      "  return _prepare_from_string(\" \".join(pjargs))\n"
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    "# Re-project crs\n",
    "cs_5m_pitch = cs_5m_pitch.to_crs(epsg=4326)\n",
    "\n",
    "cs_5m_pitch.head()"
   ]
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     "data": {
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"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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "cs_5m_pitch.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "iLTdQqJhgTcn"
   },
   "source": [
    "* To extract or sample raster value, we use the function called `.index(row, col)` and `.index[row, col]`of raster. Let's see how to do it with below code: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {
    "id": "p9Z4cnWqgTcn"
   },
   "outputs": [],
   "source": [
    "# Create an empty list for storing raster value\n",
    "cs_elev = []\n",
    "\n",
    "# Create a loop to extract value\n",
    "for point in cs_5m_pitch['geometry']:\n",
    "    \n",
    "    # Select row\n",
    "    x = point.xy[0][0]\n",
    "    \n",
    "    # Select column\n",
    "    y = point.xy[1][0] \n",
    "    \n",
    "    # Locate x and y of point to get row and col of raster\n",
    "    row, col = dem_raster.index(x, y)\n",
    "    \n",
    "    # Extract raster value at row and column, then save into our empty list\n",
    "    cs_elev.append(dem_raster.read(1)[row,col])\n",
    "                   "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "fK3-REg5gTcn"
   },
   "source": [
    "* Visualize the point list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {
    "id": "30bkWVnagTcn"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(cs_elev);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {
    "id": "FyMOlK6GgTcn"
   },
   "outputs": [
    {
     "data": {
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       "\n",
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       "        vertical-align: top;\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>geometry</th>\n",
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       "  <tbody>\n",
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       "      <td>POINT (144.81059 -37.72104)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>POINT (144.81064 -37.72102)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>POINT (144.81070 -37.72101)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>752</th>\n",
       "      <td>POINT (144.85002 -37.70886)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>753</th>\n",
       "      <td>POINT (144.85007 -37.70884)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>754</th>\n",
       "      <td>POINT (144.85012 -37.70883)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>755</th>\n",
       "      <td>POINT (144.85017 -37.70881)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>756</th>\n",
       "      <td>POINT (144.85021 -37.70880)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>757 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        geometry\n",
       "0    POINT (144.81049 -37.72107)\n",
       "1    POINT (144.81054 -37.72105)\n",
       "2    POINT (144.81059 -37.72104)\n",
       "3    POINT (144.81064 -37.72102)\n",
       "4    POINT (144.81070 -37.72101)\n",
       "..                           ...\n",
       "752  POINT (144.85002 -37.70886)\n",
       "753  POINT (144.85007 -37.70884)\n",
       "754  POINT (144.85012 -37.70883)\n",
       "755  POINT (144.85017 -37.70881)\n",
       "756  POINT (144.85021 -37.70880)\n",
       "\n",
       "[757 rows x 1 columns]"
      ]
     },
     "execution_count": 136,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cs_5m_pitch"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Z3H5-TcJgTcn"
   },
   "source": [
    "**Save result as CSV with proper format**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {
    "id": "f8RI6vpSgTcn"
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
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      ],
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       "                      geometry           X          Y          Z\n",
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       "1  POINT (144.81054 -37.72105)  144.810538 -37.721055  74.923164\n",
       "2  POINT (144.81059 -37.72104)  144.810590 -37.721039  74.809975\n",
       "3  POINT (144.81064 -37.72102)  144.810643 -37.721022  74.680870\n",
       "4  POINT (144.81070 -37.72101)  144.810696 -37.721006  74.637428"
      ]
     },
     "execution_count": 137,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create new columns of original geodataframe and add various information\n",
    "cs_5m_pitch['X'] = cs_5m_pitch['geometry'].x\n",
    "cs_5m_pitch['Y'] = cs_5m_pitch['geometry'].y\n",
    "cs_5m_pitch['Z'] = cs_elev\n",
    "\n",
    "# Read data\n",
    "cs_5m_pitch.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "TdjHrA3-gTcn"
   },
   "source": [
    "* Add distance column next to Z column"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "metadata": {
    "id": "L33xnqcxgTcn"
   },
   "outputs": [],
   "source": [
    "# Create a list of distance\n",
    "distance = []\n",
    "\n",
    "for pitch5m in np.arange(0, line.length+5, 5):\n",
    "    \n",
    "    distance.append(pitch5m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "metadata": {
    "id": "n1gnSrV9gTcn"
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>geometry</th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "      <th>Z</th>\n",
       "      <th>Distance</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>POINT (144.81049 -37.72107)</td>\n",
       "      <td>144.810485</td>\n",
       "      <td>-37.721071</td>\n",
       "      <td>75.055412</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>POINT (144.81054 -37.72105)</td>\n",
       "      <td>144.810538</td>\n",
       "      <td>-37.721055</td>\n",
       "      <td>74.923164</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>POINT (144.81059 -37.72104)</td>\n",
       "      <td>144.810590</td>\n",
       "      <td>-37.721039</td>\n",
       "      <td>74.809975</td>\n",
       "      <td>10.0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>POINT (144.81064 -37.72102)</td>\n",
       "      <td>144.810643</td>\n",
       "      <td>-37.721022</td>\n",
       "      <td>74.680870</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>POINT (144.81070 -37.72101)</td>\n",
       "      <td>144.810696</td>\n",
       "      <td>-37.721006</td>\n",
       "      <td>74.637428</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>752</th>\n",
       "      <td>POINT (144.85002 -37.70886)</td>\n",
       "      <td>144.850017</td>\n",
       "      <td>-37.708858</td>\n",
       "      <td>75.671188</td>\n",
       "      <td>3760.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>753</th>\n",
       "      <td>POINT (144.85007 -37.70884)</td>\n",
       "      <td>144.850070</td>\n",
       "      <td>-37.708842</td>\n",
       "      <td>75.662476</td>\n",
       "      <td>3765.0</td>\n",
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       "      <th>754</th>\n",
       "      <td>POINT (144.85012 -37.70883)</td>\n",
       "      <td>144.850122</td>\n",
       "      <td>-37.708825</td>\n",
       "      <td>75.613213</td>\n",
       "      <td>3770.0</td>\n",
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       "    <tr>\n",
       "      <th>755</th>\n",
       "      <td>POINT (144.85017 -37.70881)</td>\n",
       "      <td>144.850175</td>\n",
       "      <td>-37.708809</td>\n",
       "      <td>75.529732</td>\n",
       "      <td>3775.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>756</th>\n",
       "      <td>POINT (144.85021 -37.70880)</td>\n",
       "      <td>144.850213</td>\n",
       "      <td>-37.708798</td>\n",
       "      <td>75.562180</td>\n",
       "      <td>3780.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>757 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        geometry           X          Y          Z  Distance\n",
       "0    POINT (144.81049 -37.72107)  144.810485 -37.721071  75.055412       0.0\n",
       "1    POINT (144.81054 -37.72105)  144.810538 -37.721055  74.923164       5.0\n",
       "2    POINT (144.81059 -37.72104)  144.810590 -37.721039  74.809975      10.0\n",
       "3    POINT (144.81064 -37.72102)  144.810643 -37.721022  74.680870      15.0\n",
       "4    POINT (144.81070 -37.72101)  144.810696 -37.721006  74.637428      20.0\n",
       "..                           ...         ...        ...        ...       ...\n",
       "752  POINT (144.85002 -37.70886)  144.850017 -37.708858  75.671188    3760.0\n",
       "753  POINT (144.85007 -37.70884)  144.850070 -37.708842  75.662476    3765.0\n",
       "754  POINT (144.85012 -37.70883)  144.850122 -37.708825  75.613213    3770.0\n",
       "755  POINT (144.85017 -37.70881)  144.850175 -37.708809  75.529732    3775.0\n",
       "756  POINT (144.85021 -37.70880)  144.850213 -37.708798  75.562180    3780.0\n",
       "\n",
       "[757 rows x 5 columns]"
      ]
     },
     "execution_count": 139,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Add new column for distance\n",
    "cs_5m_pitch['Distance'] = distance\n",
    "\n",
    "# Read data\n",
    "cs_5m_pitch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {
    "id": "vSU4UISTgTco"
   },
   "outputs": [],
   "source": [
    "# Save result as csv\n",
    "cs_5m_pitch.to_csv('result/cs_5m_pitch.csv', index = False)\n",
    "\n",
    "# Save result as shapefile\n",
    "cs_5m_pitch.to_file('result/cs_5m_pitch.shp')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "viHDAd7tgTco"
   },
   "source": [
    "---"
   ]
  }
 ],
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   "name": "06-Raster-data-analysis.ipynb",
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