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    "--------\n",
    "\n",
    "# Create custom water or vegetation index\n",
    "\n",
    "--------\n",
    "\n",
    "**Short description**\n",
    "\n",
    "This notebook demonstrates a general usecase for the SpaceSense library.\n",
    "\n",
    "In this notebook, you will search for, select, and obtain a Sentinel-2 image. We want the selected data needs to be cloud-free in order to better analyze the index. Custom indices can then be calculated over the area. This example examines several water quality indices. \n",
    "\n",
    "--------"
   ]
  },
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   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "keC_14irx2wq"
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   "source": [
    "### 1 - Import spacesense object(s) and other dependencies"
   ]
  },
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   "execution_count": 1,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "id": "l1WpZ6RSx2wr"
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   "source": [
    "from spacesense import Client\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import json\n",
    "\n",
    "import os\n",
    "if \"SS_API_KEY\" not in os.environ:\n",
    "    from getpass import getpass\n",
    "    api_key = getpass('Enter your api key : ')\n",
    "    os.environ[\"SS_API_KEY\"] = api_key"
   ]
  },
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2 - Define AOI and output options\n",
    "\n",
    "The GeoJSON of this AOI, containing a small portion of Lake Matano and coastline in Indonesia, can be downloaded [here](../resources/aois/lake_matano.geojson)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
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   "outputs": [],
   "source": [
    "# Define the AOI\n",
    "with open(\"../resources/aois/lake_matano.geojson\", mode=\"r\") as file:\n",
    "    aoi = json.load(file)\n",
    "\n",
    "# Get an instance of the SpaceSense Client object\n",
    "client = Client(id=\"s2_custom_index\")\n",
    "\n",
    "# Enable to save data in local files\n",
    "client.enable_local_output()"
   ]
  },
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3 - Search S2"
   ]
  },
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   "execution_count": 3,
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       "                         id       date   tile  valid_pixel_percentage  \\\n",
       "0  S2B_51MUT_20210501_0_L2A 2021-05-01  51MUT                   100.0   \n",
       "\n",
       "      platform relative_orbit_number  \\\n",
       "0  sentinel-2b                   060   \n",
       "\n",
       "                                          product_id              datetime  \\\n",
       "0  S2B_MSIL2A_20210501T021339_N0300_R060_T51MUT_2...  2021-05-01T02:18:15Z   \n",
       "\n",
       "   swath_coverage_percentage  no_data  cloud_shadows  vegetation  \\\n",
       "0                      100.0      0.0            0.0       26.02   \n",
       "\n",
       "   not_vegetated  water  cloud_medium_probability  cloud_high_probability  \\\n",
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    "start_date = \"2021-05-01\"\n",
    "end_date = \"2021-05-02\"\n",
    "# Scenes should be cloud-free in order to best analyze the resulting indices\n",
    "res_S2 = client.s2_search(aoi=aoi, start_date=start_date, end_date=end_date, query_filters = {\"valid_pixel_percentage\" : {\">=\": 95}})\n",
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    "### 4 - Specify bands\n",
    "\n",
    "Only selecting bands from S2 that we are interested in. The water quality indices we want to calculate use bands 1, 2, 3, 4, and 8, thus we only choose those bands plus the scene classification."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
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   "source": [
    "res_S2.output_bands = [\"B01\",\"B02\",\"B03\",\"B04\",\"B08\",\"SCL\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 5 - Obtain S2 data through Fuse function"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We pass the filtered S2 search result object to the \"fuse\" function in order to download the organize the S2 result"
   ]
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   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
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      "2022-11-07 16:16:54,385 INFO spacesense.core : created everything\n"
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       "  * x        (x) float64 121.3 121.3 121.3 121.3 ... 121.3 121.3 121.3 121.3\n",
       "Data variables:\n",
       "    S2_B01   (time, y, x) float32 0.0 0.0 0.0 0.0 0.0 ... 0.0477 0.0477 0.0 0.0\n",
       "    S2_B02   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0401 0.0442 0.0442 0.0\n",
       "    S2_B03   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0257 0.0273 0.0263 0.0\n",
       "    S2_B04   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0139 0.0128 0.0135 0.0\n",
       "    S2_B08   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0071 0.0091 0.0096 0.0\n",
       "    S2_SCL   (time, y, x) float32 0.0 0.0 0.0 0.0 0.0 ... 6.0 6.0 6.0 6.0 6.0\n",
       "Attributes:\n",
       "    crs:              +init=epsg:4326\n",
       "    transform:        [ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.000...\n",
       "    res:              [8.98315284e-05 7.00728646e-06]\n",
       "    ulx, uly:         [121.30364507  -2.48706115]\n",
       "    s2_data_lineage:  {&quot;Data origin&quot;: &quot;S3 bucket (ARN=arn:aws:s3:::sentinel-c...\n",
       "    additional_info:  {&#x27;Info&#x27;: &#x27;You can put any additional information, such ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-9515ce2a-8338-4a57-a3a8-75f9a3510ee7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9515ce2a-8338-4a57-a3a8-75f9a3510ee7' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 1</li><li><span class='xr-has-index'>y</span>: 2357</li><li><span class='xr-has-index'>x</span>: 327</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-65ca77b1-1a01-4fe7-a546-b5ba715a8ec4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-65ca77b1-1a01-4fe7-a546-b5ba715a8ec4' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2021-05-01</div><input id='attrs-0c5ad849-6acf-4e0e-8ddc-656e3e2de427' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0c5ad849-6acf-4e0e-8ddc-656e3e2de427' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f104e6f8-ae70-4ebc-be77-8a1f6605cae2' class='xr-var-data-in' type='checkbox'><label for='data-f104e6f8-ae70-4ebc-be77-8a1f6605cae2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2021-05-01T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-2.487 -2.487 ... -2.504 -2.504</div><input id='attrs-a9db7ac4-03f1-4898-a792-218fcada59f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a9db7ac4-03f1-4898-a792-218fcada59f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc34b6b1-c41f-48f1-9563-3f0847cea770' class='xr-var-data-in' type='checkbox'><label for='data-dc34b6b1-c41f-48f1-9563-3f0847cea770' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd></dl></div><div class='xr-var-data'><pre>array([-2.487065, -2.487072, -2.487079, ..., -2.50356 , -2.503567, -2.503574],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>121.3 121.3 121.3 ... 121.3 121.3</div><input id='attrs-7baf1d88-604f-4aa6-b088-437e6341a248' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7baf1d88-604f-4aa6-b088-437e6341a248' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eda0ab80-4463-454f-90b7-a38cae9496cd' class='xr-var-data-in' type='checkbox'><label for='data-eda0ab80-4463-454f-90b7-a38cae9496cd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd></dl></div><div class='xr-var-data'><pre>array([121.30369 , 121.30378 , 121.30387 , ..., 121.332795, 121.332885,\n",
       "       121.332975])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-042fe095-4759-4d37-8fa5-bdfb3aeff39b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-042fe095-4759-4d37-8fa5-bdfb3aeff39b' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>S2_B01</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0477 0.0 0.0</div><input id='attrs-03362843-6097-43f4-8403-e6b281203c60' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-03362843-6097-43f4-8403-e6b281203c60' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-648784ba-68e9-4649-9888-322e5f111e7a' class='xr-var-data-in' type='checkbox'><label for='data-648784ba-68e9-4649-9888-322e5f111e7a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B01</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>ULTRA-BLUE</dd><dt><span>band_wavelength :</span></dt><dd>443 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>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.    , ..., 0.0477, 0.    , 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0477, 0.    , 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0477, 0.    , 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_B02</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 0.0442 0.0442 0.0</div><input id='attrs-314ce857-ec65-410e-9221-b72724ea8a4c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-314ce857-ec65-410e-9221-b72724ea8a4c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ed51a25e-d579-4e23-bd40-75fac8077db4' class='xr-var-data-in' type='checkbox'><label for='data-ed51a25e-d579-4e23-bd40-75fac8077db4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B02</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>BLUE</dd><dt><span>band_wavelength :</span></dt><dd>490 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>array([[[0.    , 0.    , 0.    , ..., 0.0397, 0.0405, 0.0432],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0397, 0.0405, 0.0432],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0397, 0.0405, 0.0432],\n",
       "        ...,\n",
       "        [0.    , 0.    , 0.    , ..., 0.0442, 0.0442, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0442, 0.0442, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0442, 0.0442, 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_B03</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 0.0273 0.0263 0.0</div><input id='attrs-d86f53f1-a980-495e-87ac-52a6a6083f14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d86f53f1-a980-495e-87ac-52a6a6083f14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d34b8831-9720-487e-a853-db4c9e05884f' class='xr-var-data-in' type='checkbox'><label for='data-d34b8831-9720-487e-a853-db4c9e05884f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B03</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>GREEN</dd><dt><span>band_wavelength :</span></dt><dd>560 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>array([[[0.    , 0.    , 0.    , ..., 0.0234, 0.0246, 0.0238],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0234, 0.0246, 0.0238],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0234, 0.0246, 0.0238],\n",
       "        ...,\n",
       "        [0.    , 0.    , 0.    , ..., 0.0273, 0.0263, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0273, 0.0263, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0273, 0.0263, 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_B04</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 0.0128 0.0135 0.0</div><input id='attrs-9614f1bd-f6db-404d-9df8-96981fe82ee6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9614f1bd-f6db-404d-9df8-96981fe82ee6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d32ecae-9d84-4021-9ae8-af61fce9daed' class='xr-var-data-in' type='checkbox'><label for='data-3d32ecae-9d84-4021-9ae8-af61fce9daed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B04</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>RED</dd><dt><span>band_wavelength :</span></dt><dd>665 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>array([[[0.    , 0.    , 0.    , ..., 0.0125, 0.0116, 0.0119],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0125, 0.0116, 0.0119],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0125, 0.0116, 0.0119],\n",
       "        ...,\n",
       "        [0.    , 0.    , 0.    , ..., 0.0128, 0.0135, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0128, 0.0135, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0128, 0.0135, 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_B08</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 0.0091 0.0096 0.0</div><input id='attrs-3f75fd16-39ed-482c-a08a-039ee4b6cf2f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3f75fd16-39ed-482c-a08a-039ee4b6cf2f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8b07145a-ee45-42ab-91fe-3c2717ba4ee9' class='xr-var-data-in' type='checkbox'><label for='data-8b07145a-ee45-42ab-91fe-3c2717ba4ee9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B08</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>NIR</dd><dt><span>band_wavelength :</span></dt><dd>842 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>array([[[0.    , 0.    , 0.    , ..., 0.0118, 0.013 , 0.0128],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0118, 0.013 , 0.0128],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0118, 0.013 , 0.0128],\n",
       "        ...,\n",
       "        [0.    , 0.    , 0.    , ..., 0.0091, 0.0096, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0091, 0.0096, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0091, 0.0096, 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_SCL</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 6.0 6.0 6.0 6.0</div><input id='attrs-d3bac021-175d-42df-9f25-00c580ac7e43' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d3bac021-175d-42df-9f25-00c580ac7e43' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2499ddf-6ed2-4ac8-b38a-12ca8890d7de' class='xr-var-data-in' type='checkbox'><label for='data-b2499ddf-6ed2-4ac8-b38a-12ca8890d7de' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_SCL</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>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., ..., 6., 6., 6.],\n",
       "        [0., 0., 0., ..., 6., 6., 6.],\n",
       "        [0., 0., 0., ..., 6., 6., 6.]]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-963609e4-30e2-477f-9b43-1e12c1e072aa' class='xr-section-summary-in' type='checkbox'  checked><label for='section-963609e4-30e2-477f-9b43-1e12c1e072aa' class='xr-section-summary' >Attributes: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>res :</span></dt><dd>[8.98315284e-05 7.00728646e-06]</dd><dt><span>ulx, uly :</span></dt><dd>[121.30364507  -2.48706115]</dd><dt><span>s2_data_lineage :</span></dt><dd>{&quot;Data origin&quot;: &quot;S3 bucket (ARN=arn:aws:s3:::sentinel-cogs-inventory)&quot;}</dd><dt><span>additional_info :</span></dt><dd>{&#x27;Info&#x27;: &#x27;You can put any additional information, such as custom non-raster or non-vector data, in this parameter&#x27;}</dd></dl></div></li></ul></div></div>"
      ],
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       "<xarray.Dataset>\n",
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       "  * x        (x) float64 121.3 121.3 121.3 121.3 ... 121.3 121.3 121.3 121.3\n",
       "Data variables:\n",
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       "    S2_B02   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0401 0.0442 0.0442 0.0\n",
       "    S2_B03   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0257 0.0273 0.0263 0.0\n",
       "    S2_B04   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0139 0.0128 0.0135 0.0\n",
       "    S2_B08   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0071 0.0091 0.0096 0.0\n",
       "    S2_SCL   (time, y, x) float32 0.0 0.0 0.0 0.0 0.0 ... 6.0 6.0 6.0 6.0 6.0\n",
       "Attributes:\n",
       "    crs:              +init=epsg:4326\n",
       "    transform:        [ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.000...\n",
       "    res:              [8.98315284e-05 7.00728646e-06]\n",
       "    ulx, uly:         [121.30364507  -2.48706115]\n",
       "    s2_data_lineage:  {\"Data origin\": \"S3 bucket (ARN=arn:aws:s3:::sentinel-c...\n",
       "    additional_info:  {'Info': 'You can put any additional information, such ..."
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fusion = client.fuse(\n",
    "    catalogs_list=[res_S2],\n",
    "    additional_info={\"Info\": \"You can put any additional information, such as custom non-raster or non-vector data, in this parameter\"}\n",
    "    )\n",
    "fusion.dataset"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 6 - Postprocessing: Calculating indices"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Various water quality indices are calculated from the resulting S2 band data.\n",
    "\n",
    "The following quantities and formulas are used:\n",
    "\n",
    "- Concentration of chlorophyll a (Chl_a) ([source](https://www.researchgate.net/publication/329737110_Use_of_Sentinel_2-MSI_for_water_quality_monitoring_at_Alqueva_reservoir_Portugal))\n",
    "- Suspended particle matter (SPM) ([source](https://www.researchgate.net/publication/318648040_Application_of_Sentinel_2_MSI_Images_to_Retrieve_Suspended_Particulate_Matter_Concentrations_in_Poyang_Lake))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
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       "    S2_B03   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0257 0.0273 0.0263 0.0\n",
       "    S2_B04   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0139 0.0128 0.0135 0.0\n",
       "    S2_B08   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0071 0.0091 0.0096 0.0\n",
       "    S2_SCL   (time, y, x) float32 0.0 0.0 0.0 0.0 0.0 ... 6.0 6.0 6.0 6.0 6.0\n",
       "    CHL_A    (time, y, x) float32 nan nan nan nan nan ... 0.3699 0.4693 nan nan\n",
       "    SPM      (time, y, x) float32 0.0 0.0 0.0 0.0 0.0 ... 6.8 9.212 9.835 0.0\n",
       "Attributes:\n",
       "    crs:              +init=epsg:4326\n",
       "    transform:        [ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.000...\n",
       "    res:              [8.98315284e-05 7.00728646e-06]\n",
       "    ulx, uly:         [121.30364507  -2.48706115]\n",
       "    s2_data_lineage:  {&quot;Data origin&quot;: &quot;S3 bucket (ARN=arn:aws:s3:::sentinel-c...\n",
       "    additional_info:  {&#x27;Info&#x27;: &#x27;You can put any additional information, such ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-87c4677e-8442-46ee-90a4-f31339750ddb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-87c4677e-8442-46ee-90a4-f31339750ddb' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 1</li><li><span class='xr-has-index'>y</span>: 2357</li><li><span class='xr-has-index'>x</span>: 327</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-9b9beab1-1455-4acb-b678-5cd065afed7d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9b9beab1-1455-4acb-b678-5cd065afed7d' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2021-05-01</div><input id='attrs-a7a6878e-095b-4cb0-8586-30f4db8bc8bd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a7a6878e-095b-4cb0-8586-30f4db8bc8bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2d6327fd-9f4f-4207-b04f-a96942d04200' class='xr-var-data-in' type='checkbox'><label for='data-2d6327fd-9f4f-4207-b04f-a96942d04200' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2021-05-01T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-2.487 -2.487 ... -2.504 -2.504</div><input id='attrs-c767eb22-0ef5-41f2-ab81-7f5f582eb190' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c767eb22-0ef5-41f2-ab81-7f5f582eb190' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-79d10aca-ed31-41b8-8ea6-5fadc76a1ea1' class='xr-var-data-in' type='checkbox'><label for='data-79d10aca-ed31-41b8-8ea6-5fadc76a1ea1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd></dl></div><div class='xr-var-data'><pre>array([-2.487065, -2.487072, -2.487079, ..., -2.50356 , -2.503567, -2.503574],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>121.3 121.3 121.3 ... 121.3 121.3</div><input id='attrs-9b0a02a6-72ba-4cf2-a5fd-b2f27b0e4649' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9b0a02a6-72ba-4cf2-a5fd-b2f27b0e4649' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9beab5f-b033-488f-86e9-308281a7b6c5' class='xr-var-data-in' type='checkbox'><label for='data-d9beab5f-b033-488f-86e9-308281a7b6c5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd></dl></div><div class='xr-var-data'><pre>array([121.30369 , 121.30378 , 121.30387 , ..., 121.332795, 121.332885,\n",
       "       121.332975])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-370cf7e5-c04f-4b75-a022-b71b78b126c6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-370cf7e5-c04f-4b75-a022-b71b78b126c6' class='xr-section-summary' >Data variables: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>S2_B01</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0477 0.0 0.0</div><input id='attrs-2632e4dd-ff14-4e01-812a-130d21a3d6e1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2632e4dd-ff14-4e01-812a-130d21a3d6e1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d5f661e5-26be-4301-8ce6-1db840702973' class='xr-var-data-in' type='checkbox'><label for='data-d5f661e5-26be-4301-8ce6-1db840702973' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B01</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>ULTRA-BLUE</dd><dt><span>band_wavelength :</span></dt><dd>443 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>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.    , ..., 0.0477, 0.    , 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0477, 0.    , 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0477, 0.    , 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_B02</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 0.0442 0.0442 0.0</div><input id='attrs-8ae84a03-bc2c-40cd-86c9-6fff48d22356' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8ae84a03-bc2c-40cd-86c9-6fff48d22356' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a2463650-67c8-40c3-8238-731859f78d4f' class='xr-var-data-in' type='checkbox'><label for='data-a2463650-67c8-40c3-8238-731859f78d4f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B02</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>BLUE</dd><dt><span>band_wavelength :</span></dt><dd>490 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>array([[[0.    , 0.    , 0.    , ..., 0.0397, 0.0405, 0.0432],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0397, 0.0405, 0.0432],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0397, 0.0405, 0.0432],\n",
       "        ...,\n",
       "        [0.    , 0.    , 0.    , ..., 0.0442, 0.0442, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0442, 0.0442, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0442, 0.0442, 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_B03</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 0.0273 0.0263 0.0</div><input id='attrs-2b948f1e-a261-4cc8-872d-e2d770862405' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2b948f1e-a261-4cc8-872d-e2d770862405' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5fa52a04-0e3b-464a-927c-2bff40ff9261' class='xr-var-data-in' type='checkbox'><label for='data-5fa52a04-0e3b-464a-927c-2bff40ff9261' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B03</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>GREEN</dd><dt><span>band_wavelength :</span></dt><dd>560 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>array([[[0.    , 0.    , 0.    , ..., 0.0234, 0.0246, 0.0238],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0234, 0.0246, 0.0238],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0234, 0.0246, 0.0238],\n",
       "        ...,\n",
       "        [0.    , 0.    , 0.    , ..., 0.0273, 0.0263, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0273, 0.0263, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0273, 0.0263, 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_B04</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 0.0128 0.0135 0.0</div><input id='attrs-234866d1-7fd9-4986-9682-98df20bce262' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-234866d1-7fd9-4986-9682-98df20bce262' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6a89452-34c7-4323-ab6f-7cfc7a4d8289' class='xr-var-data-in' type='checkbox'><label for='data-d6a89452-34c7-4323-ab6f-7cfc7a4d8289' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B04</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>RED</dd><dt><span>band_wavelength :</span></dt><dd>665 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>array([[[0.    , 0.    , 0.    , ..., 0.0125, 0.0116, 0.0119],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0125, 0.0116, 0.0119],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0125, 0.0116, 0.0119],\n",
       "        ...,\n",
       "        [0.    , 0.    , 0.    , ..., 0.0128, 0.0135, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0128, 0.0135, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0128, 0.0135, 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_B08</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 0.0091 0.0096 0.0</div><input id='attrs-22f04d63-e4de-46b7-af44-a2b201ea7e15' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-22f04d63-e4de-46b7-af44-a2b201ea7e15' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7e2fe458-bdc2-4c4a-b70e-8ef09ae3f751' class='xr-var-data-in' type='checkbox'><label for='data-7e2fe458-bdc2-4c4a-b70e-8ef09ae3f751' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_B08</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>color_description :</span></dt><dd>NIR</dd><dt><span>band_wavelength :</span></dt><dd>842 nm</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>array([[[0.    , 0.    , 0.    , ..., 0.0118, 0.013 , 0.0128],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0118, 0.013 , 0.0128],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0118, 0.013 , 0.0128],\n",
       "        ...,\n",
       "        [0.    , 0.    , 0.    , ..., 0.0091, 0.0096, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0091, 0.0096, 0.    ],\n",
       "        [0.    , 0.    , 0.    , ..., 0.0091, 0.0096, 0.    ]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S2_SCL</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 6.0 6.0 6.0 6.0</div><input id='attrs-7d8286ed-df13-4ad1-9695-a8ffb7ccdcfd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7d8286ed-df13-4ad1-9695-a8ffb7ccdcfd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-18ea09c4-ae35-41de-b4f7-b12b048071b5' class='xr-var-data-in' type='checkbox'><label for='data-18ea09c4-ae35-41de-b4f7-b12b048071b5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>nan</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>descriptions :</span></dt><dd>S2_SCL</dd><dt><span>AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>scene_id :</span></dt><dd>{&quot;2021-05-01&quot;: &quot;S2B_51MUT_20210501_0_L2A&quot;}</dd><dt><span>scene_classification :</span></dt><dd>{&#x27;2021-05-01&#x27;: &#x27;{&quot;snow&quot;: 0.0, &quot;saturated_or_defective&quot;: 0.0, &quot;water&quot;: 72.95, &quot;thin_cirrus&quot;: 0.0, &quot;not_vegetated&quot;: 0.0, &quot;dark_area_pixels&quot;: 1.03, &quot;cloud_medium_probability&quot;: 0.0, &quot;vegetation&quot;: 26.02, &quot;unclassified&quot;: 0.0, &quot;cloud_high_probability&quot;: 0.0, &quot;cloud_shadows&quot;: 0.0, &quot;no_data&quot;: 0.0}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>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., ..., 6., 6., 6.],\n",
       "        [0., 0., 0., ..., 6., 6., 6.],\n",
       "        [0., 0., 0., ..., 6., 6., 6.]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CHL_A</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... 0.4693 nan nan</div><input id='attrs-fee22055-7fa0-4a78-965e-8a7071c26e0a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fee22055-7fa0-4a78-965e-8a7071c26e0a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3d3db48-a08d-43c4-9a0b-55d3e3989a8f' class='xr-var-data-in' type='checkbox'><label for='data-c3d3db48-a08d-43c4-9a0b-55d3e3989a8f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ...,        nan,\n",
       "                nan,        nan],\n",
       "        ...,\n",
       "        [       nan,        nan,        nan, ..., 0.46930897,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ..., 0.46930897,\n",
       "                nan,        nan],\n",
       "        [       nan,        nan,        nan, ..., 0.46930897,\n",
       "                nan,        nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SPM</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 9.212 9.835 0.0</div><input id='attrs-12c38333-b4cd-4429-bc7b-5eb9831cd0c1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-12c38333-b4cd-4429-bc7b-5eb9831cd0c1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-60ecf17c-1a83-4aa7-829e-8efda7e97dc9' class='xr-var-data-in' type='checkbox'><label for='data-60ecf17c-1a83-4aa7-829e-8efda7e97dc9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 0.      ,  0.      ,  0.      , ..., 12.657805, 14.249494,\n",
       "         13.981844],\n",
       "        [ 0.      ,  0.      ,  0.      , ..., 12.657805, 14.249494,\n",
       "         13.981844],\n",
       "        [ 0.      ,  0.      ,  0.      , ..., 12.657805, 14.249494,\n",
       "         13.981844],\n",
       "        ...,\n",
       "        [ 0.      ,  0.      ,  0.      , ...,  9.212008,  9.834775,\n",
       "          0.      ],\n",
       "        [ 0.      ,  0.      ,  0.      , ...,  9.212008,  9.834775,\n",
       "          0.      ],\n",
       "        [ 0.      ,  0.      ,  0.      , ...,  9.212008,  9.834775,\n",
       "          0.      ]]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f657d960-ae52-424d-b461-b95ca0e7c9d8' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f657d960-ae52-424d-b461-b95ca0e7c9d8' class='xr-section-summary' >Attributes: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>crs :</span></dt><dd>+init=epsg:4326</dd><dt><span>transform :</span></dt><dd>[ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.00000000e+00\n",
       " -7.00728646e-06 -2.48706115e+00]</dd><dt><span>res :</span></dt><dd>[8.98315284e-05 7.00728646e-06]</dd><dt><span>ulx, uly :</span></dt><dd>[121.30364507  -2.48706115]</dd><dt><span>s2_data_lineage :</span></dt><dd>{&quot;Data origin&quot;: &quot;S3 bucket (ARN=arn:aws:s3:::sentinel-cogs-inventory)&quot;}</dd><dt><span>additional_info :</span></dt><dd>{&#x27;Info&#x27;: &#x27;You can put any additional information, such as custom non-raster or non-vector data, in this parameter&#x27;}</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (time: 1, y: 2357, x: 327)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 2021-05-01\n",
       "  * y        (y) float32 -2.487 -2.487 -2.487 -2.487 ... -2.504 -2.504 -2.504\n",
       "  * x        (x) float64 121.3 121.3 121.3 121.3 ... 121.3 121.3 121.3 121.3\n",
       "Data variables:\n",
       "    S2_B01   (time, y, x) float32 0.0 0.0 0.0 0.0 0.0 ... 0.0477 0.0477 0.0 0.0\n",
       "    S2_B02   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0401 0.0442 0.0442 0.0\n",
       "    S2_B03   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0257 0.0273 0.0263 0.0\n",
       "    S2_B04   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0139 0.0128 0.0135 0.0\n",
       "    S2_B08   (time, y, x) float32 0.0 0.0 0.0 0.0 ... 0.0071 0.0091 0.0096 0.0\n",
       "    S2_SCL   (time, y, x) float32 0.0 0.0 0.0 0.0 0.0 ... 6.0 6.0 6.0 6.0 6.0\n",
       "    CHL_A    (time, y, x) float32 nan nan nan nan nan ... 0.3699 0.4693 nan nan\n",
       "    SPM      (time, y, x) float32 0.0 0.0 0.0 0.0 0.0 ... 6.8 9.212 9.835 0.0\n",
       "Attributes:\n",
       "    crs:              +init=epsg:4326\n",
       "    transform:        [ 8.98315284e-05  0.00000000e+00  1.21303645e+02  0.000...\n",
       "    res:              [8.98315284e-05 7.00728646e-06]\n",
       "    ulx, uly:         [121.30364507  -2.48706115]\n",
       "    s2_data_lineage:  {\"Data origin\": \"S3 bucket (ARN=arn:aws:s3:::sentinel-c...\n",
       "    additional_info:  {'Info': 'You can put any additional information, such ..."
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds = fusion.dataset\n",
    "ds = ds.assign(CHL_A = (4.23 * ((ds.S2_B03/ds.S2_B01) ** 3.94)))\n",
    "ds = ds.assign(SPM = 2887 * (ds.S2_B08)**1.223)\n",
    "### Necessary to replace infinite values with nan\n",
    "ds['CHL_A'] = ds['CHL_A'].where(np.isinf(ds['CHL_A'])==False)\n",
    "ds"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 7 - Visualization"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot RGB truecolor image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f07ece81dd0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Define a function to normalize reflectance from S2 bands\n",
    "def norm(band):\n",
    "    band_min, band_max = band.min(), band.max()\n",
    "    return ((band - band_min)/(band_max - band_min))\n",
    "\n",
    "# As we only have one date, we want to simplify the dimensions\n",
    "ds = ds.isel(time=0)\n",
    "\n",
    "# Normalize and brighten (if necessary) the R, G, and B bands\n",
    "brightness_factor = 1\n",
    "blue = norm(ds.S2_B02) * brightness_factor\n",
    "green = norm(ds.S2_B03) * brightness_factor\n",
    "red = norm(ds.S2_B04) * brightness_factor\n",
    "\n",
    "# Using numpy, stack the RGB bands into a single object, and plot using matplotlib\n",
    "rgb = np.dstack([red,green,blue])\n",
    "plt.figure(figsize=(6,6))\n",
    "# When plotting with imshow, it is sometimes necessary to directly assign the plot extent to the \n",
    "# Min and max lat and lon values, as shown here. Otherwise, plots may be auto-scaled and skewed.\n",
    "plt.imshow(rgb, extent=[float(ds.x.min().values),float(ds.x.max().values),float(ds.y.min().values),float(ds.y.max().values)])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the scene classifications according to the S2 SCL band. We can clearly see the yellow corresponding to 6 is water"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x7f07ed1d71d0>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the values of the SCL band\n",
    "ds.S2_SCL.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the newly calculated Chlophyll index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x7f07ec442790>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds.CHL_A.plot(vmin=0,vmax=5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the newly calculated SPM index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x7f07ec32d450>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds.SPM.plot(vmin=0,vmax=50)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.7.5 ('venv': venv)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.5"
  },
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