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Retrieving image from Sentinel satellites
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Retrieving images from from Sentinel-2 satellite\n",
"## Register on [Copernicus Open Access Hub](https://scihub.copernicus.eu/dhus/#/home) to get access to the API."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Some references\n",
"- https://towardsdatascience.com/satellite-imagery-access-and-analysis-in-python-jupyter-notebooks-387971ece84b\n",
"- https://github.com/sentinelsat/sentinelsat\n",
"- https://en.wikipedia.org/wiki/Sentinel-2"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from sentinelsat import SentinelAPI\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import rasterio as rio\n",
"import zipfile"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# personal settings settings for sentinalsat\n",
"user = 'xxxx' \n",
"password = 'xxxxx' \n",
"api = SentinelAPI(user, password, 'https://scihub.copernicus.eu/dhus')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example of API request\n",
"- See the [API reference](https://scihub.copernicus.eu/twiki/do/view/SciHubUserGuide/FullTextSearch?redirectedfrom=SciHubUserGuide.3FullTextSearch)\n",
"- images between Feb 1st 2020 and May 7th 2020\n",
"- platformname Sentinel-2, Sentinel-3 (not sure the difference yet)\n",
"- processinglevel = 'Level-1C', 'Level-2A' for Sentinel-2\n",
" - The Level-2A product provides Bottom Of Atmosphere (BOA) reflectance images derived from the associated Level-1C products."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"aoi = 'POINT (-80.1918 25.7617)' # Miami 80.1918° W – 25.7617° N\n",
"\n",
"products = api.query(aoi,\n",
" date = ('20200201','20200507'),\n",
" platformname = 'Sentinel-2', \n",
" processinglevel = 'Level-2A',\n",
" cloudcoverpercentage = (0,50))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Index(['title', 'link', 'link_alternative', 'link_icon', 'summary',\n",
" 'beginposition', 'endposition', 'ingestiondate', 'orbitnumber',\n",
" 'relativeorbitnumber', 'vegetationpercentage', 'notvegetatedpercentage',\n",
" 'waterpercentage', 'unclassifiedpercentage',\n",
" 'mediumprobacloudspercentage', 'highprobacloudspercentage',\n",
" 'snowicepercentage', 'cloudcoverpercentage', 'level1cpdiidentifier',\n",
" 'format', 'processingbaseline', 'platformname', 'filename',\n",
" 'instrumentname', 'instrumentshortname', 'size', 's2datatakeid',\n",
" 'producttype', 'platformidentifier', 'orbitdirection',\n",
" 'platformserialidentifier', 'processinglevel', 'identifier', 'uuid',\n",
" 'geometry'],\n",
" dtype='object')"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"products = api.to_geodataframe(products)\n",
"products.columns"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"For the current request there is 12 images.\n"
]
},
{
"data": {
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" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>title</th>\n",
" <th>link</th>\n",
" <th>link_alternative</th>\n",
" <th>link_icon</th>\n",
" <th>summary</th>\n",
" <th>beginposition</th>\n",
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" <th>geometry</th>\n",
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" </thead>\n",
" <tbody>\n",
" <tr>\n",
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" <td>https://scihub.copernicus.eu/dhus/odata/v1/Pro...</td>\n",
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" <td>https://scihub.copernicus.eu/dhus/odata/v1/Pro...</td>\n",
" <td>Date: 2020-05-05T16:05:09.024Z, Instrument: MS...</td>\n",
" <td>2020-05-05 16:05:09.024</td>\n",
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" <td>https://scihub.copernicus.eu/dhus/odata/v1/Pro...</td>\n",
" <td>Date: 2020-04-20T16:05:11.024Z, Instrument: MS...</td>\n",
" <td>2020-04-20 16:05:11.024</td>\n",
" <td>2020-04-20 16:05:11.024</td>\n",
" <td>2020-04-21 04:25:23.701</td>\n",
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" <td>GS2A_20200420T160511_025219_N02.14</td>\n",
" <td>S2MSI2A</td>\n",
" <td>2015-028A</td>\n",
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" <td>Sentinel-2A</td>\n",
" <td>Level-2A</td>\n",
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" <td>77828636-1d75-4970-9a51-0a318be8a059</td>\n",
" <td>MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>b95ab73e-1757-4ede-89a3-ff66d7f7178c</th>\n",
" <td>S2B_MSIL2A_20200415T160509_N0214_R054_T17RNJ_2...</td>\n",
" <td>https://scihub.copernicus.eu/dhus/odata/v1/Pro...</td>\n",
" <td>https://scihub.copernicus.eu/dhus/odata/v1/Pro...</td>\n",
" <td>https://scihub.copernicus.eu/dhus/odata/v1/Pro...</td>\n",
" <td>Date: 2020-04-15T16:05:09.024Z, Instrument: MS...</td>\n",
" <td>2020-04-15 16:05:09.024</td>\n",
" <td>2020-04-15 16:05:09.024</td>\n",
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" <td>https://scihub.copernicus.eu/dhus/odata/v1/Pro...</td>\n",
" <td>Date: 2020-04-10T16:05:11.024Z, Instrument: MS...</td>\n",
" <td>2020-04-10 16:05:11.024</td>\n",
" <td>2020-04-10 16:05:11.024</td>\n",
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" <th>cb83beac-4bfc-4718-8237-75438dc2aa80</th>\n",
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" <td>https://scihub.copernicus.eu/dhus/odata/v1/Pro...</td>\n",
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" <td>https://scihub.copernicus.eu/dhus/odata/v1/Pro...</td>\n",
" <td>Date: 2020-03-31T16:05:11.024Z, Instrument: MS...</td>\n",
" <td>2020-03-31 16:05:11.024</td>\n",
" <td>2020-03-31 16:05:11.024</td>\n",
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" <td>S2MSI2A</td>\n",
" <td>2015-028A</td>\n",
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"</table>\n",
"<p>5 rows × 35 columns</p>\n",
"</div>"
],
"text/plain": [
" title \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a S2B_MSIL2A_20200505T160509_N0214_R054_T17RNJ_2... \n",
"77828636-1d75-4970-9a51-0a318be8a059 S2A_MSIL2A_20200420T160511_N0214_R054_T17RNJ_2... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c S2B_MSIL2A_20200415T160509_N0214_R054_T17RNJ_2... \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad S2A_MSIL2A_20200410T160511_N0214_R054_T17RNJ_2... \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 S2A_MSIL2A_20200331T160511_N0214_R054_T17RNJ_2... \n",
"\n",
" link \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"77828636-1d75-4970-9a51-0a318be8a059 https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"\n",
" link_alternative \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"77828636-1d75-4970-9a51-0a318be8a059 https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"\n",
" link_icon \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"77828636-1d75-4970-9a51-0a318be8a059 https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"\n",
" summary \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a Date: 2020-05-05T16:05:09.024Z, Instrument: MS... \n",
"77828636-1d75-4970-9a51-0a318be8a059 Date: 2020-04-20T16:05:11.024Z, Instrument: MS... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c Date: 2020-04-15T16:05:09.024Z, Instrument: MS... \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad Date: 2020-04-10T16:05:11.024Z, Instrument: MS... \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 Date: 2020-03-31T16:05:11.024Z, Instrument: MS... \n",
"\n",
" beginposition \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a 2020-05-05 16:05:09.024 \n",
"77828636-1d75-4970-9a51-0a318be8a059 2020-04-20 16:05:11.024 \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c 2020-04-15 16:05:09.024 \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad 2020-04-10 16:05:11.024 \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 2020-03-31 16:05:11.024 \n",
"\n",
" endposition \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a 2020-05-05 16:05:09.024 \n",
"77828636-1d75-4970-9a51-0a318be8a059 2020-04-20 16:05:11.024 \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c 2020-04-15 16:05:09.024 \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad 2020-04-10 16:05:11.024 \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 2020-03-31 16:05:11.024 \n",
"\n",
" ingestiondate orbitnumber \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a 2020-05-06 04:46:58.895 16525 \n",
"77828636-1d75-4970-9a51-0a318be8a059 2020-04-21 04:25:23.701 25219 \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c 2020-04-16 00:14:31.751 16239 \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad 2020-04-11 00:59:47.302 25076 \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 2020-04-01 02:49:12.421 24933 \n",
"\n",
" relativeorbitnumber ... size \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a 54 ... 1.08 GB \n",
"77828636-1d75-4970-9a51-0a318be8a059 54 ... 1.03 GB \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c 54 ... 1.05 GB \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad 54 ... 1.00 GB \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 54 ... 1.02 GB \n",
"\n",
" s2datatakeid \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a GS2B_20200505T160509_016525_N02.14 \n",
"77828636-1d75-4970-9a51-0a318be8a059 GS2A_20200420T160511_025219_N02.14 \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c GS2B_20200415T160509_016239_N02.14 \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad GS2A_20200410T160511_025076_N02.14 \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 GS2A_20200331T160511_024933_N02.14 \n",
"\n",
" producttype platformidentifier \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a S2MSI2A 2017-013A \n",
"77828636-1d75-4970-9a51-0a318be8a059 S2MSI2A 2015-028A \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c S2MSI2A 2017-013A \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad S2MSI2A 2015-028A \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 S2MSI2A 2015-028A \n",
"\n",
" orbitdirection \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a DESCENDING \n",
"77828636-1d75-4970-9a51-0a318be8a059 DESCENDING \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c DESCENDING \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad DESCENDING \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 DESCENDING \n",
"\n",
" platformserialidentifier \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a Sentinel-2B \n",
"77828636-1d75-4970-9a51-0a318be8a059 Sentinel-2A \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c Sentinel-2B \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad Sentinel-2A \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 Sentinel-2A \n",
"\n",
" processinglevel \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a Level-2A \n",
"77828636-1d75-4970-9a51-0a318be8a059 Level-2A \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c Level-2A \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad Level-2A \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 Level-2A \n",
"\n",
" identifier \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a S2B_MSIL2A_20200505T160509_N0214_R054_T17RNJ_2... \n",
"77828636-1d75-4970-9a51-0a318be8a059 S2A_MSIL2A_20200420T160511_N0214_R054_T17RNJ_2... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c S2B_MSIL2A_20200415T160509_N0214_R054_T17RNJ_2... \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad S2A_MSIL2A_20200410T160511_N0214_R054_T17RNJ_2... \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 S2A_MSIL2A_20200331T160511_N0214_R054_T17RNJ_2... \n",
"\n",
" uuid \\\n",
"b19450eb-f09c-40d1-a758-7b6e853a044a b19450eb-f09c-40d1-a758-7b6e853a044a \n",
"77828636-1d75-4970-9a51-0a318be8a059 77828636-1d75-4970-9a51-0a318be8a059 \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c b95ab73e-1757-4ede-89a3-ff66d7f7178c \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad a055fb4b-a511-48c7-9662-73f7f76094ad \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 cb83beac-4bfc-4718-8237-75438dc2aa80 \n",
"\n",
" geometry \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"77828636-1d75-4970-9a51-0a318be8a059 MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"a055fb4b-a511-48c7-9662-73f7f76094ad MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"cb83beac-4bfc-4718-8237-75438dc2aa80 MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"\n",
"[5 rows x 35 columns]"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# number of images\n",
"print(\"For the current request there is %d images.\" % len(products))\n",
"products.head()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# the product can be order by any of these variables to look at the ocean color, it's a good idea to order by\n",
"# the cloudcoverpentage\n",
"sorted_products = products.sort_values(['cloudcoverpercentage'], ascending=[True])"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
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" <th>s2datatakeid</th>\n",
" <th>producttype</th>\n",
" <th>platformidentifier</th>\n",
" <th>orbitdirection</th>\n",
" <th>platformserialidentifier</th>\n",
" <th>processinglevel</th>\n",
" <th>identifier</th>\n",
" <th>uuid</th>\n",
" <th>geometry</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
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" <tr>\n",
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" <td>MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ...</td>\n",
" </tr>\n",
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"</table>\n",
"<p>5 rows × 35 columns</p>\n",
"</div>"
],
"text/plain": [
" title \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 S2B_MSIL2A_20200326T160509_N0214_R054_T17RNJ_2... \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a S2B_MSIL2A_20200505T160509_N0214_R054_T17RNJ_2... \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a S2B_MSIL2A_20200316T160509_N0214_R054_T17RNJ_2... \n",
"75dd4c7f-3916-4cce-9716-686298956d9a S2A_MSIL2A_20200301T160511_N0214_R054_T17RNJ_2... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c S2B_MSIL2A_20200415T160509_N0214_R054_T17RNJ_2... \n",
"\n",
" link \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"75dd4c7f-3916-4cce-9716-686298956d9a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"\n",
" link_alternative \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"75dd4c7f-3916-4cce-9716-686298956d9a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"\n",
" link_icon \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"75dd4c7f-3916-4cce-9716-686298956d9a https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c https://scihub.copernicus.eu/dhus/odata/v1/Pro... \n",
"\n",
" summary \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 Date: 2020-03-26T16:05:09.024Z, Instrument: MS... \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a Date: 2020-05-05T16:05:09.024Z, Instrument: MS... \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a Date: 2020-03-16T16:05:09.024Z, Instrument: MS... \n",
"75dd4c7f-3916-4cce-9716-686298956d9a Date: 2020-03-01T16:05:11.024Z, Instrument: MS... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c Date: 2020-04-15T16:05:09.024Z, Instrument: MS... \n",
"\n",
" beginposition \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 2020-03-26 16:05:09.024 \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a 2020-05-05 16:05:09.024 \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a 2020-03-16 16:05:09.024 \n",
"75dd4c7f-3916-4cce-9716-686298956d9a 2020-03-01 16:05:11.024 \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c 2020-04-15 16:05:09.024 \n",
"\n",
" endposition \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 2020-03-26 16:05:09.024 \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a 2020-05-05 16:05:09.024 \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a 2020-03-16 16:05:09.024 \n",
"75dd4c7f-3916-4cce-9716-686298956d9a 2020-03-01 16:05:11.024 \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c 2020-04-15 16:05:09.024 \n",
"\n",
" ingestiondate orbitnumber \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 2020-03-27 03:32:20.257 15953 \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a 2020-05-06 04:46:58.895 16525 \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a 2020-03-17 01:21:16.225 15810 \n",
"75dd4c7f-3916-4cce-9716-686298956d9a 2020-03-02 05:07:01.316 24504 \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c 2020-04-16 00:14:31.751 16239 \n",
"\n",
" relativeorbitnumber ... size \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 54 ... 1.02 GB \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a 54 ... 1.08 GB \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a 54 ... 1.04 GB \n",
"75dd4c7f-3916-4cce-9716-686298956d9a 54 ... 1.04 GB \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c 54 ... 1.05 GB \n",
"\n",
" s2datatakeid \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 GS2B_20200326T160509_015953_N02.14 \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a GS2B_20200505T160509_016525_N02.14 \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a GS2B_20200316T160509_015810_N02.14 \n",
"75dd4c7f-3916-4cce-9716-686298956d9a GS2A_20200301T160511_024504_N02.14 \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c GS2B_20200415T160509_016239_N02.14 \n",
"\n",
" producttype platformidentifier \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 S2MSI2A 2017-013A \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a S2MSI2A 2017-013A \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a S2MSI2A 2017-013A \n",
"75dd4c7f-3916-4cce-9716-686298956d9a S2MSI2A 2015-028A \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c S2MSI2A 2017-013A \n",
"\n",
" orbitdirection \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 DESCENDING \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a DESCENDING \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a DESCENDING \n",
"75dd4c7f-3916-4cce-9716-686298956d9a DESCENDING \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c DESCENDING \n",
"\n",
" platformserialidentifier \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 Sentinel-2B \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a Sentinel-2B \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a Sentinel-2B \n",
"75dd4c7f-3916-4cce-9716-686298956d9a Sentinel-2A \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c Sentinel-2B \n",
"\n",
" processinglevel \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 Level-2A \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a Level-2A \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a Level-2A \n",
"75dd4c7f-3916-4cce-9716-686298956d9a Level-2A \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c Level-2A \n",
"\n",
" identifier \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 S2B_MSIL2A_20200326T160509_N0214_R054_T17RNJ_2... \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a S2B_MSIL2A_20200505T160509_N0214_R054_T17RNJ_2... \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a S2B_MSIL2A_20200316T160509_N0214_R054_T17RNJ_2... \n",
"75dd4c7f-3916-4cce-9716-686298956d9a S2A_MSIL2A_20200301T160511_N0214_R054_T17RNJ_2... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c S2B_MSIL2A_20200415T160509_N0214_R054_T17RNJ_2... \n",
"\n",
" uuid \\\n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 0470ec05-fe9c-4a58-9643-98a717db8dd6 \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a b19450eb-f09c-40d1-a758-7b6e853a044a \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a cf71ae87-7233-4eae-98d1-6ccda662895a \n",
"75dd4c7f-3916-4cce-9716-686298956d9a 75dd4c7f-3916-4cce-9716-686298956d9a \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c b95ab73e-1757-4ede-89a3-ff66d7f7178c \n",
"\n",
" geometry \n",
"0470ec05-fe9c-4a58-9643-98a717db8dd6 MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"b19450eb-f09c-40d1-a758-7b6e853a044a MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"cf71ae87-7233-4eae-98d1-6ccda662895a MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"75dd4c7f-3916-4cce-9716-686298956d9a MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"b95ab73e-1757-4ede-89a3-ff66d7f7178c MULTIPOLYGON (((-79.91016 25.22439, -79.90109 ... \n",
"\n",
"[5 rows x 35 columns]"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sorted_products.head()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Downloading: 100%|██████████| 1.10G/1.10G [03:13<00:00, 5.69MB/s]\n",
"MD5 checksumming: 100%|██████████| 1.10G/1.10G [00:02<00:00, 472MB/s]\n"
]
},
{
"data": {
"text/plain": [
"{'id': '0470ec05-fe9c-4a58-9643-98a717db8dd6',\n",
" 'title': 'S2B_MSIL2A_20200326T160509_N0214_R054_T17RNJ_20200326T200455',\n",
" 'size': 1099963894,\n",
" 'md5': '0C97A8C4E111D2C4C4303B1F9AC5F4A2',\n",
" 'date': datetime.datetime(2020, 3, 26, 16, 5, 9, 24000),\n",
" 'footprint': 'POLYGON((-81.00021 26.21992939663604,-79.90109 26.215729688692694,-79.91016 25.22439454095876,-81.00021 25.228413153186533,-81.00021 26.21992939663604))',\n",
" 'url': \"https://scihub.copernicus.eu/dhus/odata/v1/Products('0470ec05-fe9c-4a58-9643-98a717db8dd6')/$value\",\n",
" 'Online': True,\n",
" 'Creation Date': datetime.datetime(2020, 3, 27, 3, 34, 4, 336000),\n",
" 'Ingestion Date': datetime.datetime(2020, 3, 27, 3, 32, 20, 257000),\n",
" 'path': './S2B_MSIL2A_20200326T160509_N0214_R054_T17RNJ_20200326T200455.zip',\n",
" 'downloaded_bytes': 1099963894}"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# possible to download every images\n",
"#api.download_all(products)\n",
"\n",
"# or specify one product\n",
"api.download(\"0470ec05-fe9c-4a58-9643-98a717db8dd6\")"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"zfile = 'S2B_MSIL2A_20200326T160509_N0214_R054_T17RNJ_20200326T200455.zip'\n",
"with zipfile.ZipFile(zfile, 'r') as f:\n",
" f.extractall('./')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Open Bands RGB which are respectively B04, B03 and B02 with Rasterio\n",
"- Note: this is not automated at all."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"folder = zfile[:-4] + '.SAFE' + '/GRANULE/L2A_T17RNJ_A015953_20200326T160509/IMG_DATA/R10m/'\n",
"file = 'T17RNJ_20200326T160509_B'\n",
"\n",
"img_b = rio.open(folder + file + '02' + '_10m.jp2')\n",
"img_g = rio.open(folder + file + '03' + '_10m.jp2')\n",
"img_r = rio.open(folder + file + '04' + '_10m.jp2')"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fb75ab159d0>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(12,8))\n",
"ax1 = fig.add_subplot(1,3,1)\n",
"ax2 = fig.add_subplot(1,3,2)\n",
"ax3 = fig.add_subplot(1,3,3)\n",
"\n",
"ax1.imshow(img_r.read(1), cmap='Reds')\n",
"ax2.imshow(img_g.read(1), cmap='Greens')\n",
"ax3.imshow(img_b.read(1), cmap='Blues')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Combine the RGB into one image\n",
"So far I've been testing how to recombine the images a threshold of 4000 seems to be giving *ok* results but I found out that there is many algorithm available to find optimal values."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"red_arr = img_r.read(1)\n",
"green_arr = img_g.read(1)\n",
"blue_arr = img_b.read(1)\n",
"\n",
"threshold = 4000\n",
"arr = np.dstack((red_arr,green_arr,blue_arr))\n",
"arr[arr>threshold] = threshold\n",
"arr = arr/np.max(arr)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fb76a47ea10>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(arr)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Zoom on a closer region around downtown Miami, Miami Beach from Key Biscayne to North Miami"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fb77a3e1a10>"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(10,10))\n",
"ax = fig.add_subplot(111)\n",
"\n",
"xrange = np.arange(8000,8800)\n",
"yrange = np.arange(3000, 5500)\n",
"ax.imshow(arr[np.ix_(yrange, xrange)])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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