ECOSTRESS CMR Search.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from ECOv002_CMR import ECOSTRESS_CMR_search, download_file, GranuleID"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "tile = \"11SPS\"\n",
    "start_date = \"2024-10-10\"\n",
    "end_date = \"2024-11-11\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "    }\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>product</th>\n",
       "      <th>variable</th>\n",
       "      <th>orbit</th>\n",
       "      <th>scene</th>\n",
       "      <th>tile</th>\n",
       "      <th>type</th>\n",
       "      <th>granule</th>\n",
       "      <th>filename</th>\n",
       "      <th>URL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>water</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>cloud</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>view_zenith</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>height</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>QC</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>445</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>height</td>\n",
       "      <td>35922</td>\n",
       "      <td>6</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>446</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>QC</td>\n",
       "      <td>35922</td>\n",
       "      <td>6</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>447</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>LST</td>\n",
       "      <td>35922</td>\n",
       "      <td>6</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>448</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>LST_err</td>\n",
       "      <td>35922</td>\n",
       "      <td>6</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>449</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>EmisWB</td>\n",
       "      <td>35922</td>\n",
       "      <td>6</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>450 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      product     variable  orbit  scene   tile             type  \\\n",
       "0    L2T_LSTE        water  35510      5  11SPS     GeoTIFF Data   \n",
       "1    L2T_LSTE        cloud  35510      5  11SPS     GeoTIFF Data   \n",
       "2    L2T_LSTE  view_zenith  35510      5  11SPS     GeoTIFF Data   \n",
       "3    L2T_LSTE       height  35510      5  11SPS     GeoTIFF Data   \n",
       "4    L2T_LSTE           QC  35510      5  11SPS     GeoTIFF Data   \n",
       "..        ...          ...    ...    ...    ...              ...   \n",
       "445  L2T_LSTE       height  35922      6  11SPS  GeoJPEG Preview   \n",
       "446  L2T_LSTE           QC  35922      6  11SPS  GeoJPEG Preview   \n",
       "447  L2T_LSTE          LST  35922      6  11SPS  GeoJPEG Preview   \n",
       "448  L2T_LSTE      LST_err  35922      6  11SPS  GeoJPEG Preview   \n",
       "449  L2T_LSTE       EmisWB  35922      6  11SPS  GeoJPEG Preview   \n",
       "\n",
       "                                               granule  \\\n",
       "0    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "1    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "2    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "3    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "4    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "..                                                 ...   \n",
       "445  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "446  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "447  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "448  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "449  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "\n",
       "                                              filename  \\\n",
       "0    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "1    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "2    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "3    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "4    ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "..                                                 ...   \n",
       "445  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "446  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "447  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "448  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "449  ECOv002_L2T_LSTE_35922_006_11SPS_20241106T0438...   \n",
       "\n",
       "                                                   URL  \n",
       "0    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "1    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "2    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "3    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "4    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "..                                                 ...  \n",
       "445  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "446  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "447  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "448  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "449  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "\n",
       "[450 rows x 9 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "L2T_LSTE_df = ECOSTRESS_CMR_search(\n",
    "    product=\"L2T_LSTE\", \n",
    "    tile=tile, \n",
    "    start_date=start_date, \n",
    "    end_date=end_date\n",
    ")\n",
    "\n",
    "L2T_LSTE_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'ECOv002_L2T_LSTE_35510_005_11SPS_20241010T151659_0713_01_water.tif'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "L2T_LSTE_df.iloc[0].filename"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>product</th>\n",
       "      <th>variable</th>\n",
       "      <th>orbit</th>\n",
       "      <th>scene</th>\n",
       "      <th>tile</th>\n",
       "      <th>type</th>\n",
       "      <th>granule</th>\n",
       "      <th>filename</th>\n",
       "      <th>URL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td>NDVI</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01_NDVI.tif</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td>NDVI-UQ</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01_NDVI-...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td>albedo</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01_albed...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td>albedo-UQ</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01_albed...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td>NDVI</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Metadata</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241010_0713_01_NDVI....</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>JSON Metadata</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01.json</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td>NDVI</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01_NDVI....</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td>NDVI-UQ</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01_NDVI-...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td>albedo</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01_albed...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>L2T_STARS</td>\n",
       "      <td>albedo-UQ</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01</td>\n",
       "      <td>ECOv002_L2T_STARS_11SPS_20241030_0713_01_albed...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>104 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       product   variable orbit scene   tile              type  \\\n",
       "0    L2T_STARS       NDVI  None  None  11SPS      GeoTIFF Data   \n",
       "1    L2T_STARS    NDVI-UQ  None  None  11SPS      GeoTIFF Data   \n",
       "2    L2T_STARS     albedo  None  None  11SPS      GeoTIFF Data   \n",
       "3    L2T_STARS  albedo-UQ  None  None  11SPS      GeoTIFF Data   \n",
       "4    L2T_STARS       NDVI  None  None  11SPS  GeoJPEG Metadata   \n",
       "..         ...        ...   ...   ...    ...               ...   \n",
       "99   L2T_STARS             None  None  11SPS     JSON Metadata   \n",
       "100  L2T_STARS       NDVI  None  None  11SPS   GeoJPEG Preview   \n",
       "101  L2T_STARS    NDVI-UQ  None  None  11SPS   GeoJPEG Preview   \n",
       "102  L2T_STARS     albedo  None  None  11SPS   GeoJPEG Preview   \n",
       "103  L2T_STARS  albedo-UQ  None  None  11SPS   GeoJPEG Preview   \n",
       "\n",
       "                                      granule  \\\n",
       "0    ECOv002_L2T_STARS_11SPS_20241010_0713_01   \n",
       "1    ECOv002_L2T_STARS_11SPS_20241010_0713_01   \n",
       "2    ECOv002_L2T_STARS_11SPS_20241010_0713_01   \n",
       "3    ECOv002_L2T_STARS_11SPS_20241010_0713_01   \n",
       "4    ECOv002_L2T_STARS_11SPS_20241010_0713_01   \n",
       "..                                        ...   \n",
       "99   ECOv002_L2T_STARS_11SPS_20241030_0713_01   \n",
       "100  ECOv002_L2T_STARS_11SPS_20241030_0713_01   \n",
       "101  ECOv002_L2T_STARS_11SPS_20241030_0713_01   \n",
       "102  ECOv002_L2T_STARS_11SPS_20241030_0713_01   \n",
       "103  ECOv002_L2T_STARS_11SPS_20241030_0713_01   \n",
       "\n",
       "                                              filename  \\\n",
       "0    ECOv002_L2T_STARS_11SPS_20241010_0713_01_NDVI.tif   \n",
       "1    ECOv002_L2T_STARS_11SPS_20241010_0713_01_NDVI-...   \n",
       "2    ECOv002_L2T_STARS_11SPS_20241010_0713_01_albed...   \n",
       "3    ECOv002_L2T_STARS_11SPS_20241010_0713_01_albed...   \n",
       "4    ECOv002_L2T_STARS_11SPS_20241010_0713_01_NDVI....   \n",
       "..                                                 ...   \n",
       "99       ECOv002_L2T_STARS_11SPS_20241030_0713_01.json   \n",
       "100  ECOv002_L2T_STARS_11SPS_20241030_0713_01_NDVI....   \n",
       "101  ECOv002_L2T_STARS_11SPS_20241030_0713_01_NDVI-...   \n",
       "102  ECOv002_L2T_STARS_11SPS_20241030_0713_01_albed...   \n",
       "103  ECOv002_L2T_STARS_11SPS_20241030_0713_01_albed...   \n",
       "\n",
       "                                                   URL  \n",
       "0    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "1    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "2    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "3    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "4    https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "..                                                 ...  \n",
       "99   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "100  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "101  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "102  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "103  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "\n",
       "[104 rows x 9 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "L2T_STARS_df = ECOSTRESS_CMR_search(\n",
    "    product=\"L2T_STARS\", \n",
    "    tile=tile, \n",
    "    start_date=start_date, \n",
    "    end_date=end_date\n",
    ")\n",
    "\n",
    "L2T_STARS_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "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>product</th>\n",
       "      <th>variable</th>\n",
       "      <th>orbit</th>\n",
       "      <th>scene</th>\n",
       "      <th>tile</th>\n",
       "      <th>type</th>\n",
       "      <th>granule</th>\n",
       "      <th>filename</th>\n",
       "      <th>URL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>water</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>cloud</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>view_zenith</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>height</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>QC</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>LST</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>LST_err</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>EmisWB</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoTIFF Data</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>water</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Metadata</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>cloud</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Metadata</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>view_zenith</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Metadata</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>height</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Metadata</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>QC</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Metadata</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>LST</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Metadata</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>LST_err</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Metadata</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>EmisWB</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Metadata</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td></td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>JSON Metadata</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>water</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>cloud</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>view_zenith</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>height</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>QC</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>LST</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>LST_err</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>L2T_LSTE</td>\n",
       "      <td>EmisWB</td>\n",
       "      <td>35510</td>\n",
       "      <td>5</td>\n",
       "      <td>11SPS</td>\n",
       "      <td>GeoJPEG Preview</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...</td>\n",
       "      <td>https://data.lpdaac.earthdatacloud.nasa.gov/lp...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     product     variable  orbit  scene   tile              type  \\\n",
       "0   L2T_LSTE        water  35510      5  11SPS      GeoTIFF Data   \n",
       "1   L2T_LSTE        cloud  35510      5  11SPS      GeoTIFF Data   \n",
       "2   L2T_LSTE  view_zenith  35510      5  11SPS      GeoTIFF Data   \n",
       "3   L2T_LSTE       height  35510      5  11SPS      GeoTIFF Data   \n",
       "4   L2T_LSTE           QC  35510      5  11SPS      GeoTIFF Data   \n",
       "5   L2T_LSTE          LST  35510      5  11SPS      GeoTIFF Data   \n",
       "6   L2T_LSTE      LST_err  35510      5  11SPS      GeoTIFF Data   \n",
       "7   L2T_LSTE       EmisWB  35510      5  11SPS      GeoTIFF Data   \n",
       "8   L2T_LSTE        water  35510      5  11SPS  GeoJPEG Metadata   \n",
       "9   L2T_LSTE        cloud  35510      5  11SPS  GeoJPEG Metadata   \n",
       "10  L2T_LSTE  view_zenith  35510      5  11SPS  GeoJPEG Metadata   \n",
       "11  L2T_LSTE       height  35510      5  11SPS  GeoJPEG Metadata   \n",
       "12  L2T_LSTE           QC  35510      5  11SPS  GeoJPEG Metadata   \n",
       "13  L2T_LSTE          LST  35510      5  11SPS  GeoJPEG Metadata   \n",
       "14  L2T_LSTE      LST_err  35510      5  11SPS  GeoJPEG Metadata   \n",
       "15  L2T_LSTE       EmisWB  35510      5  11SPS  GeoJPEG Metadata   \n",
       "16  L2T_LSTE               35510      5  11SPS     JSON Metadata   \n",
       "17  L2T_LSTE        water  35510      5  11SPS   GeoJPEG Preview   \n",
       "18  L2T_LSTE        cloud  35510      5  11SPS   GeoJPEG Preview   \n",
       "19  L2T_LSTE  view_zenith  35510      5  11SPS   GeoJPEG Preview   \n",
       "20  L2T_LSTE       height  35510      5  11SPS   GeoJPEG Preview   \n",
       "21  L2T_LSTE           QC  35510      5  11SPS   GeoJPEG Preview   \n",
       "22  L2T_LSTE          LST  35510      5  11SPS   GeoJPEG Preview   \n",
       "23  L2T_LSTE      LST_err  35510      5  11SPS   GeoJPEG Preview   \n",
       "24  L2T_LSTE       EmisWB  35510      5  11SPS   GeoJPEG Preview   \n",
       "\n",
       "                                              granule  \\\n",
       "0   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "1   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "2   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "3   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "4   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "5   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "6   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "7   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "8   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "9   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "10  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "11  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "12  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "13  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "14  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "15  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "16  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "17  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "18  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "19  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "20  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "21  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "22  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "23  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "24  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "\n",
       "                                             filename  \\\n",
       "0   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "1   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "2   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "3   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "4   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "5   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "6   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "7   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "8   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "9   ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "10  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "11  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "12  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "13  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "14  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "15  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "16  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "17  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "18  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "19  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "20  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "21  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "22  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "23  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "24  ECOv002_L2T_LSTE_35510_005_11SPS_20241010T1516...   \n",
       "\n",
       "                                                  URL  \n",
       "0   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "1   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "2   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "3   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "4   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "5   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "6   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "7   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "8   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "9   https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "10  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "11  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "12  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "13  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "14  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "15  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "16  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "17  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "18  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "19  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "20  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "21  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "22  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "23  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  \n",
       "24  https://data.lpdaac.earthdatacloud.nasa.gov/lp...  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "L2T_LSTE_df = ECOSTRESS_CMR_search(\n",
    "    product=\"L2T_LSTE\", \n",
    "    tile=tile, \n",
    "    start_date=\"2024-10-10\", \n",
    "    orbit=35510,\n",
    "    scene=5\n",
    ")\n",
    "\n",
    "L2T_LSTE_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'ECOv002_L2T_LSTE_35510_005_11SPS_20241010T151659_0713_01_LST.jpeg'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "str(L2T_LSTE_df[(L2T_LSTE_df.type == \"GeoJPEG Preview\") & (L2T_LSTE_df.variable == \"LST\")].iloc[0].filename)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'ECOv002_L2T_STARS_11SPS_20241010_0713_01_NDVI.jpeg'"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "str(L2T_STARS_df[(L2T_STARS_df.type == \"GeoJPEG Preview\") & (L2T_STARS_df.variable == \"NDVI\")].iloc[0].filename)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "ECOv002_L2T_STARS",
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   "codemirror_mode": {
    "name": "ipython",
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   "file_extension": ".py",
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   "nbconvert_exporter": "python",
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