Fieldwork_sentinel_images.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b069a30c-1cc3-48a1-9d83-1838dfd5ac44",
   "metadata": {},
   "source": [
    "# Field work\n",
    "## Upper Olivares catchment - january, 2023\n",
    "#### Paul Sandoval Quilodrán - https://github.com/SQPaul/Olivares"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5214f8dd-6fb4-48c1-844b-db6e517e6c7f",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sentinel2 import sentinel2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b507759d-1606-46ec-bc1c-d424c4f843b1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[1mLista de imágenes disponibles: \u001b[0m\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>nubosidad</th>\n",
       "      <th>id</th>\n",
       "      <th>year</th>\n",
       "      <th>day</th>\n",
       "      <th>month</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fecha</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2023-01-13 15:42:40</th>\n",
       "      <td>0.029675</td>\n",
       "      <td>20230113T143719_20230113T144449_T19HCC</td>\n",
       "      <td>2023</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-13 15:42:40</th>\n",
       "      <td>0.000312</td>\n",
       "      <td>20230113T143719_20230113T144449_T19HCD</td>\n",
       "      <td>2023</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-13 15:42:40</th>\n",
       "      <td>0.002931</td>\n",
       "      <td>20230113T143719_20230113T144449_T19HDC</td>\n",
       "      <td>2023</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-13 15:42:40</th>\n",
       "      <td>3.768404</td>\n",
       "      <td>20230113T143719_20230113T144449_T19HDD</td>\n",
       "      <td>2023</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-15 16:10:54</th>\n",
       "      <td>2.562149</td>\n",
       "      <td>20230115T142711_20230115T144040_T19HCC</td>\n",
       "      <td>2023</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-15 16:10:54</th>\n",
       "      <td>2.884740</td>\n",
       "      <td>20230115T142711_20230115T144040_T19HCD</td>\n",
       "      <td>2023</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-18 17:33:02</th>\n",
       "      <td>0.039549</td>\n",
       "      <td>20230118T143721_20230118T144030_T19HCC</td>\n",
       "      <td>2023</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-18 17:33:02</th>\n",
       "      <td>0.342597</td>\n",
       "      <td>20230118T143721_20230118T144030_T19HCD</td>\n",
       "      <td>2023</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-18 17:33:02</th>\n",
       "      <td>0.218713</td>\n",
       "      <td>20230118T143721_20230118T144030_T19HDC</td>\n",
       "      <td>2023</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-18 17:33:02</th>\n",
       "      <td>7.545372</td>\n",
       "      <td>20230118T143721_20230118T144030_T19HDD</td>\n",
       "      <td>2023</td>\n",
       "      <td>18</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-20 15:40:34</th>\n",
       "      <td>0.048514</td>\n",
       "      <td>20230120T142709_20230120T143451_T19HCC</td>\n",
       "      <td>2023</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-20 15:40:34</th>\n",
       "      <td>0.192740</td>\n",
       "      <td>20230120T142709_20230120T143451_T19HCD</td>\n",
       "      <td>2023</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-23 15:48:16</th>\n",
       "      <td>0.044429</td>\n",
       "      <td>20230123T143729_20230123T144415_T19HCC</td>\n",
       "      <td>2023</td>\n",
       "      <td>23</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-23 15:48:16</th>\n",
       "      <td>0.052840</td>\n",
       "      <td>20230123T143729_20230123T144415_T19HCD</td>\n",
       "      <td>2023</td>\n",
       "      <td>23</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-23 15:48:16</th>\n",
       "      <td>0.455244</td>\n",
       "      <td>20230123T143729_20230123T144415_T19HDC</td>\n",
       "      <td>2023</td>\n",
       "      <td>23</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-23 15:48:16</th>\n",
       "      <td>3.842752</td>\n",
       "      <td>20230123T143729_20230123T144415_T19HDD</td>\n",
       "      <td>2023</td>\n",
       "      <td>23</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-25 16:06:52</th>\n",
       "      <td>3.753212</td>\n",
       "      <td>20230125T142711_20230125T143903_T19HCC</td>\n",
       "      <td>2023</td>\n",
       "      <td>25</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-25 16:06:52</th>\n",
       "      <td>1.438366</td>\n",
       "      <td>20230125T142711_20230125T143903_T19HCD</td>\n",
       "      <td>2023</td>\n",
       "      <td>25</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-25 16:06:52</th>\n",
       "      <td>2.718266</td>\n",
       "      <td>20230125T142711_20230125T143903_T19HDC</td>\n",
       "      <td>2023</td>\n",
       "      <td>25</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-25 16:06:52</th>\n",
       "      <td>6.352782</td>\n",
       "      <td>20230125T142711_20230125T143903_T19HDD</td>\n",
       "      <td>2023</td>\n",
       "      <td>25</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-28 16:27:52</th>\n",
       "      <td>0.023802</td>\n",
       "      <td>20230128T143721_20230128T145103_T19HCC</td>\n",
       "      <td>2023</td>\n",
       "      <td>28</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-28 16:27:52</th>\n",
       "      <td>0.578346</td>\n",
       "      <td>20230128T143721_20230128T145103_T19HCD</td>\n",
       "      <td>2023</td>\n",
       "      <td>28</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-28 16:27:52</th>\n",
       "      <td>6.429908</td>\n",
       "      <td>20230128T143721_20230128T145103_T19HDC</td>\n",
       "      <td>2023</td>\n",
       "      <td>28</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-28 16:27:52</th>\n",
       "      <td>19.222480</td>\n",
       "      <td>20230128T143721_20230128T145103_T19HDD</td>\n",
       "      <td>2023</td>\n",
       "      <td>28</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-30 15:44:28</th>\n",
       "      <td>0.041671</td>\n",
       "      <td>20230130T142709_20230130T143158_T19HCC</td>\n",
       "      <td>2023</td>\n",
       "      <td>30</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-30 15:44:28</th>\n",
       "      <td>0.191034</td>\n",
       "      <td>20230130T142709_20230130T143158_T19HCD</td>\n",
       "      <td>2023</td>\n",
       "      <td>30</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-30 15:44:28</th>\n",
       "      <td>1.435586</td>\n",
       "      <td>20230130T142709_20230130T143158_T19HDC</td>\n",
       "      <td>2023</td>\n",
       "      <td>30</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
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      ],
      "text/plain": [
       "                     nubosidad                                      id  year  \\\n",
       "fecha                                                                          \n",
       "2023-01-13 15:42:40   0.029675  20230113T143719_20230113T144449_T19HCC  2023   \n",
       "2023-01-13 15:42:40   0.000312  20230113T143719_20230113T144449_T19HCD  2023   \n",
       "2023-01-13 15:42:40   0.002931  20230113T143719_20230113T144449_T19HDC  2023   \n",
       "2023-01-13 15:42:40   3.768404  20230113T143719_20230113T144449_T19HDD  2023   \n",
       "2023-01-15 16:10:54   2.562149  20230115T142711_20230115T144040_T19HCC  2023   \n",
       "2023-01-15 16:10:54   2.884740  20230115T142711_20230115T144040_T19HCD  2023   \n",
       "2023-01-18 17:33:02   0.039549  20230118T143721_20230118T144030_T19HCC  2023   \n",
       "2023-01-18 17:33:02   0.342597  20230118T143721_20230118T144030_T19HCD  2023   \n",
       "2023-01-18 17:33:02   0.218713  20230118T143721_20230118T144030_T19HDC  2023   \n",
       "2023-01-18 17:33:02   7.545372  20230118T143721_20230118T144030_T19HDD  2023   \n",
       "2023-01-20 15:40:34   0.048514  20230120T142709_20230120T143451_T19HCC  2023   \n",
       "2023-01-20 15:40:34   0.192740  20230120T142709_20230120T143451_T19HCD  2023   \n",
       "2023-01-23 15:48:16   0.044429  20230123T143729_20230123T144415_T19HCC  2023   \n",
       "2023-01-23 15:48:16   0.052840  20230123T143729_20230123T144415_T19HCD  2023   \n",
       "2023-01-23 15:48:16   0.455244  20230123T143729_20230123T144415_T19HDC  2023   \n",
       "2023-01-23 15:48:16   3.842752  20230123T143729_20230123T144415_T19HDD  2023   \n",
       "2023-01-25 16:06:52   3.753212  20230125T142711_20230125T143903_T19HCC  2023   \n",
       "2023-01-25 16:06:52   1.438366  20230125T142711_20230125T143903_T19HCD  2023   \n",
       "2023-01-25 16:06:52   2.718266  20230125T142711_20230125T143903_T19HDC  2023   \n",
       "2023-01-25 16:06:52   6.352782  20230125T142711_20230125T143903_T19HDD  2023   \n",
       "2023-01-28 16:27:52   0.023802  20230128T143721_20230128T145103_T19HCC  2023   \n",
       "2023-01-28 16:27:52   0.578346  20230128T143721_20230128T145103_T19HCD  2023   \n",
       "2023-01-28 16:27:52   6.429908  20230128T143721_20230128T145103_T19HDC  2023   \n",
       "2023-01-28 16:27:52  19.222480  20230128T143721_20230128T145103_T19HDD  2023   \n",
       "2023-01-30 15:44:28   0.041671  20230130T142709_20230130T143158_T19HCC  2023   \n",
       "2023-01-30 15:44:28   0.191034  20230130T142709_20230130T143158_T19HCD  2023   \n",
       "2023-01-30 15:44:28   1.435586  20230130T142709_20230130T143158_T19HDC  2023   \n",
       "\n",
       "                     day  month  \n",
       "fecha                            \n",
       "2023-01-13 15:42:40   13      1  \n",
       "2023-01-13 15:42:40   13      1  \n",
       "2023-01-13 15:42:40   13      1  \n",
       "2023-01-13 15:42:40   13      1  \n",
       "2023-01-15 16:10:54   15      1  \n",
       "2023-01-15 16:10:54   15      1  \n",
       "2023-01-18 17:33:02   18      1  \n",
       "2023-01-18 17:33:02   18      1  \n",
       "2023-01-18 17:33:02   18      1  \n",
       "2023-01-18 17:33:02   18      1  \n",
       "2023-01-20 15:40:34   20      1  \n",
       "2023-01-20 15:40:34   20      1  \n",
       "2023-01-23 15:48:16   23      1  \n",
       "2023-01-23 15:48:16   23      1  \n",
       "2023-01-23 15:48:16   23      1  \n",
       "2023-01-23 15:48:16   23      1  \n",
       "2023-01-25 16:06:52   25      1  \n",
       "2023-01-25 16:06:52   25      1  \n",
       "2023-01-25 16:06:52   25      1  \n",
       "2023-01-25 16:06:52   25      1  \n",
       "2023-01-28 16:27:52   28      1  \n",
       "2023-01-28 16:27:52   28      1  \n",
       "2023-01-28 16:27:52   28      1  \n",
       "2023-01-28 16:27:52   28      1  \n",
       "2023-01-30 15:44:28   30      1  \n",
       "2023-01-30 15:44:28   30      1  \n",
       "2023-01-30 15:44:28   30      1  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "¿Desea descargar las imágenes?: (escriba si o no) si\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Descarga comenzada!! Pueden demorar unos minutos en aparecer las imágenes en Google Drive\n"
     ]
    }
   ],
   "source": [
    "mask = r\"P:\\Projects\\Olivares\\Fieldwork\\mask.gpkg\"\n",
    "sentinel2(mask,20,\"2023-01-10\",\"2023-01-31\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0574a780-eeeb-489f-b2bd-2489f08f2093",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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