[1]:

"""
started 6 nov 2023
A Grouazel, based on JR Miadana dev
"""

[1]:

'\nstarted 6 nov 2023\nA Grouazel, based on JR Miadana dev\n'

[2]:

import pandas as pd
import datetime
import shapely
import geopandas as gpd
import cdsodatacli

define a GeoDataFrame¶

[3]:

gdf = gpd.GeoDataFrame({
        "start_datetime" : [ datetime.datetime(2022,10,2,0) ,  datetime.datetime(2022,10,13,0) ],
        "end_datetime"   : [ datetime.datetime(2022,10,2,21),  datetime.datetime(2022,10,13,18) ],
        "geometry"   : [ shapely.wkt.loads("POINT (-7.5 53)"),  shapely.wkt.loads("POLYGON ((-12 35, -5 35, -5 45, -12 45, -12 35))")],
        "collection"  : [ "SENTINEL-1", "SENTINEL-2"],
        "name"        : [ None, None],
        "sensormode"  : [ None, None],
        "producttype" : [ None, None],
        "Attributes"  : [ None, None],
    })

collected_data_norm = cdsodatacli.query.fetch_data(gdf, min_sea_percent=20)

100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:02<00:00,  1.44s/it]
/opt/conda-envs/dev/lib/python3.10/site-packages/geopandas/geoseries.py:645: FutureWarning: the convert_dtype parameter is deprecated and will be removed in a future version.  Do ``ser.astype(object).apply()`` instead if you want ``convert_dtype=False``.
  result = super().apply(func, convert_dtype=convert_dtype, args=args, **kwargs)
/home1/datahome/agrouaze/sources/git/cdsodatacli/cdsodatacli/query.py:620: UserWarning: Geometry is in a geographic CRS. Results from 'area' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.

  collected_data.geometry.area
/home1/datahome/agrouaze/sources/git/cdsodatacli/cdsodatacli/query.py:621: UserWarning: Geometry is in a geographic CRS. Results from 'area' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.

  - collected_data.geometry.intersection(earth).area
/home1/datahome/agrouaze/sources/git/cdsodatacli/cdsodatacli/query.py:623: UserWarning: Geometry is in a geographic CRS. Results from 'area' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.

  / collected_data.geometry.area

[4]:

collected_data_norm

[4]:

	@odata.mediaContentType	Id	Name	ContentType	ContentLength	OriginDate	PublicationDate	ModificationDate	Online	S3Path	Checksum	ContentDate	Footprint	GeoFootprint	Attributes	id_original_query	geometry	sea_percent
70	application/octet-stream	c78199ef-4a46-5230-a58c-8a7947c8f63e	S2A_MSIL2A_20221013T111011_N0400_R137_T29SNV_2...	application/octet-stream	379407903	2022-10-13T17:39:41.786Z	2022-10-13T19:40:08.254Z	2022-10-13T19:40:14.354Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-8.470795 35.152...	{'type': 'Polygon', 'coordinates': [[[-8.47079...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-8.47080 35.15226, -7.79480 35.14890...	100.000000
69	application/octet-stream	450b74df-6d09-5292-b83d-6df7cb046175	S2A_MSIL2A_20221013T111011_N0400_R137_T29SPA_2...	application/octet-stream	726577695	2022-10-13T17:38:37.692Z	2022-10-13T19:39:21.627Z	2022-10-13T19:39:25.854Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-7.875519 37.041...	{'type': 'Polygon', 'coordinates': [[[-7.87551...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-7.87552 37.04125, -7.88977 36.05158...	96.105934
74	application/octet-stream	f92c5005-cb08-5234-b23d-872ca7bd84c3	S2A_MSIL2A_20221013T111011_N0400_R137_T29SQV_2...	application/octet-stream	954519313	2022-10-13T17:34:05.214Z	2022-10-13T19:35:02.621Z	2022-10-13T19:35:08.905Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-6.7780457 36.12...	{'type': 'Polygon', 'coordinates': [[[-6.77804...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-6.77805 36.12428, -6.80527 35.13501...	70.043336
68	application/octet-stream	6d178c9c-915d-5823-9181-f701a603fcfb	S2A_MSIL2A_20221013T111011_N0400_R137_T30SUF_2...	application/octet-stream	533890513	2022-10-13T17:28:37.889Z	2022-10-13T19:29:21.630Z	2022-10-13T19:29:27.019Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-4.53833 37.0350...	{'type': 'Polygon', 'coordinates': [[[-4.53833...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-4.53833 37.03504, -5.24838 37.02528...	20.431132
58	application/octet-stream	2dce5b22-c749-5765-8783-7916d19059f6	S2A_MSIL2A_20221013T111011_N0400_R137_T30SUE_2...	application/octet-stream	174241842	2022-10-13T17:27:16.488Z	2022-10-13T19:27:55.027Z	2022-10-13T19:28:00.455Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-4.8339233 36.12...	{'type': 'Polygon', 'coordinates': [[[-4.83392...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-4.83392 36.12951, -5.22238 36.12428...	64.055646
84	application/octet-stream	0fa239be-1079-585c-a539-61357c856732	S2A_MSIL2A_20221013T111011_N0400_R137_T29TQL_2...	application/octet-stream	187621761	2022-10-13T17:26:12.554Z	2022-10-13T19:26:46.275Z	2022-10-13T19:26:52.819Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.4778137 45.00...	{'type': 'Polygon', 'coordinates': [[[-5.47781...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.47781 45.00915, -5.06998 44.99759...	100.000000
57	application/octet-stream	7e2c3abf-ac2e-58ba-bf92-c6ce23f14b18	S2A_MSIL2A_20221013T111011_N0400_R137_T30TUQ_2...	application/octet-stream	818533884	2022-10-13T17:25:18.021Z	2022-10-13T19:26:09.881Z	2022-10-13T19:26:15.794Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.53125 44.8513...	{'type': 'Polygon', 'coordinates': [[[-5.53125...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.53125 44.85139, -5.50034 44.13800...	100.000000
88	application/octet-stream	84720022-d547-5cb6-9c17-892d45af6a4e	S2A_MSIL2A_20221013T111011_N0400_R137_T29TQJ_2...	application/octet-stream	501032414	2022-10-13T17:22:47.046Z	2022-10-13T19:24:17.785Z	2022-10-13T19:24:23.270Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-6.0677795 43.22...	{'type': 'Polygon', 'coordinates': [[[-6.06777...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-6.06778 43.22538, -5.18738 43.20121...	60.114274
83	application/octet-stream	f1eb5c10-5c31-5a21-81a9-bdd0ddd1af41	S2A_MSIL2A_20221013T111011_N0400_R137_T29SPU_2...	application/octet-stream	815948357	2022-10-13T17:23:06.836Z	2022-10-13T19:23:51.716Z	2022-10-13T19:23:56.878Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-7.9009705 35.23...	{'type': 'Polygon', 'coordinates': [[[-7.90097...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-7.90097 35.23809, -7.91400 34.24811...	99.150192
63	application/octet-stream	f8c9b606-017a-5eb6-b042-f53969c8713e	S2A_MSIL2A_20221013T111011_N0400_R137_T29SQU_2...	application/octet-stream	1072602717	2022-10-13T17:22:00.646Z	2022-10-13T19:23:01.489Z	2022-10-13T19:23:05.366Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-6.802887 35.223...	{'type': 'Polygon', 'coordinates': [[[-6.80288...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-6.80289 35.22313, -6.82895 34.23370...	24.843173
72	application/octet-stream	13c20ec0-a529-51d6-8069-473307cbbc0b	S2A_MSIL2A_20221013T111011_N0400_R137_T29SNA_2...	application/octet-stream	189000974	2022-10-13T17:22:00.542Z	2022-10-13T19:22:27.475Z	2022-10-13T19:22:31.703Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-8.2204895 36.05...	{'type': 'Polygon', 'coordinates': [[[-8.22048...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-8.22049 36.05276, -7.78119 36.05053...	88.120818
56	application/octet-stream	275bfe6b-53bd-5b88-a118-31723833b053	S2A_MSIL2A_20221013T111011_N0400_R137_T30STE_2...	application/octet-stream	1037558948	2022-10-13T17:20:37.642Z	2022-10-13T19:22:20.630Z	2022-10-13T19:22:25.961Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.0928345 35.32...	{'type': 'Polygon', 'coordinates': [[[-5.09283...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.09283 35.32587, -5.11380 36.12624...	40.996485
61	application/octet-stream	7b206c82-0305-5ffa-8662-5595752f13e2	S2A_MSIL2A_20221013T111011_N0400_R137_T30TUP_2...	application/octet-stream	868266032	2022-10-13T17:20:37.171Z	2022-10-13T19:21:51.637Z	2022-10-13T19:21:57.346Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.504059 44.225...	{'type': 'Polygon', 'coordinates': [[[-5.50405...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.50406 44.22596, -5.46323 43.23826...	76.806927
60	application/octet-stream	35602b6f-d41e-530e-b88c-ef48ad9504f7	S2A_MSIL2A_20221013T111011_N0400_R137_T29SQA_2...	application/octet-stream	1042708998	2022-10-13T17:18:21.887Z	2022-10-13T19:20:00.414Z	2022-10-13T19:20:04.373Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-6.752075 37.025...	{'type': 'Polygon', 'coordinates': [[[-6.75207...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-6.75207 37.02528, -6.78052 36.03618...	39.202783
93	application/octet-stream	aebecf60-aba0-5490-b826-cefda25346a3	S2A_MSIL2A_20221013T111011_N0400_R137_T29TQK_2...	application/octet-stream	331676502	2022-10-13T17:18:44.972Z	2022-10-13T19:19:26.664Z	2022-10-13T19:19:33.264Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.77771 44.1178...	{'type': 'Polygon', 'coordinates': [[[-5.77771...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.77771 44.11785, -5.13000 44.09977...	100.000000
82	application/octet-stream	eca08a1f-cf0c-5602-be00-517495e3ffeb	S2A_MSIL2A_20221013T111011_N0400_R137_T29SNU_2...	application/octet-stream	550338033	2022-10-13T17:18:21.206Z	2022-10-13T19:18:57.252Z	2022-10-13T19:19:02.415Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-8.715973 34.251...	{'type': 'Polygon', 'coordinates': [[[-8.71597...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-8.71597 34.25154, -7.80780 34.24712...	100.000000
80	application/octet-stream	07d53487-57ad-533a-8e57-8f7151a48312	S2A_MSIL2A_20221013T111011_N0400_R137_T29SPV_2...	application/octet-stream	829030030	2022-10-13T17:12:25.694Z	2022-10-13T19:14:11.366Z	2022-10-13T19:14:16.470Z	True	/eodata/Sentinel-2/MSI/L2A/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-7.8885193 36.13...	{'type': 'Polygon', 'coordinates': [[[-7.88851...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-7.88852 36.13974, -7.90216 35.14992...	100.000000
15	application/octet-stream	98a75a7e-414a-51a9-b0e9-9d57f998047b	S2A_MSIL1C_20221013T111011_N0400_R137_T29SQA_2...	application/octet-stream	742296702	2022-10-13T16:10:15.427Z	2022-10-13T18:11:09.198Z	2022-10-13T18:11:14.570Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-6.752075 37.025...	{'type': 'Polygon', 'coordinates': [[[-6.75207...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-6.75207 37.02528, -6.78052 36.03618...	39.202783
6	application/octet-stream	829e19cc-f66f-5e9d-a758-832ccf09f8fd	S2A_MSIL1C_20221013T111011_N0400_R137_T29SPA_2...	application/octet-stream	545146073	2022-10-13T16:09:19.811Z	2022-10-13T18:10:59.038Z	2022-10-13T18:11:03.297Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-7.875519 37.041...	{'type': 'Polygon', 'coordinates': [[[-7.87551...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-7.87552 37.04125, -7.88977 36.05158...	96.105934
2	application/octet-stream	7d7d5460-96ba-5a81-8c6f-0223bfd4115e	S2A_MSIL1C_20221013T111011_N0400_R137_T29SPV_2...	application/octet-stream	609010826	2022-10-13T16:08:09.135Z	2022-10-13T18:10:47.994Z	2022-10-13T18:10:53.549Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-7.8885193 36.13...	{'type': 'Polygon', 'coordinates': [[[-7.88851...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-7.88852 36.13974, -7.90216 35.14992...	100.000000
17	application/octet-stream	4cf1f45e-9289-5463-96ea-9fc90a0b9d18	S2A_MSIL1C_20221013T111011_N0400_R137_T29SNV_2...	application/octet-stream	287130005	2022-10-13T16:09:20.802Z	2022-10-13T18:10:40.042Z	2022-10-13T18:10:45.705Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-8.470795 35.152...	{'type': 'Polygon', 'coordinates': [[[-8.47079...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-8.47080 35.15226, -7.79480 35.14890...	100.000000
21	application/octet-stream	d313883b-f614-5d72-847a-9c46b2cea662	S2A_MSIL1C_20221013T111011_N0400_R137_T30SUF_2...	application/octet-stream	364349327	2022-10-13T16:10:14.531Z	2022-10-13T18:10:36.586Z	2022-10-13T18:10:42.371Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-4.53833 37.0350...	{'type': 'Polygon', 'coordinates': [[[-4.53833...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-4.53833 37.03504, -5.24838 37.02528...	20.431132
32	application/octet-stream	f353842b-561d-5754-8a0a-b1d3fca87623	S2A_MSIL1C_20221013T111011_N0400_R137_T29SNA_2...	application/octet-stream	157838552	2022-10-13T16:08:08.632Z	2022-10-13T18:08:52.102Z	2022-10-13T18:08:56.602Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-8.2204895 36.05...	{'type': 'Polygon', 'coordinates': [[[-8.22048...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-8.22049 36.05276, -7.78119 36.05053...	88.120818
37	application/octet-stream	517b95b5-5650-57b9-b869-256d15f6aa5e	S2A_MSIL1C_20221013T111011_N0400_R137_T30SUE_2...	application/octet-stream	133753402	2022-10-13T16:03:34.890Z	2022-10-13T18:04:11.017Z	2022-10-13T18:04:16.905Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-4.8339233 36.12...	{'type': 'Polygon', 'coordinates': [[[-4.83392...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-4.83392 36.12951, -5.22238 36.12428...	64.055646
5	application/octet-stream	b40d879c-89ce-5bee-a78b-b5178ea22352	S2A_MSIL1C_20221013T111011_N0400_R137_T29SQV_2...	application/octet-stream	691200852	2022-10-13T16:02:25.782Z	2022-10-13T18:03:27.864Z	2022-10-13T18:03:34.218Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-6.7780457 36.12...	{'type': 'Polygon', 'coordinates': [[[-6.77804...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-6.77805 36.12428, -6.80527 35.13501...	70.043336
12	application/octet-stream	482636c7-87fb-503e-8145-bb1430d6a9c0	S2A_MSIL1C_20221013T111011_N0400_R137_T29TQJ_2...	application/octet-stream	386972087	2022-10-13T16:02:37.900Z	2022-10-13T18:03:20.424Z	2022-10-13T18:03:26.618Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-6.0677795 43.22...	{'type': 'Polygon', 'coordinates': [[[-6.06777...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-6.06778 43.22538, -5.18738 43.20121...	60.114274
47	application/octet-stream	12efa617-0a6c-5709-9cf3-db31ff000024	S2A_MSIL1C_20221013T111011_N0400_R137_T29SNU_2...	application/octet-stream	396910460	2022-10-13T16:00:09.776Z	2022-10-13T18:00:59.849Z	2022-10-13T18:01:05.645Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-8.715973 34.251...	{'type': 'Polygon', 'coordinates': [[[-8.71597...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-8.71597 34.25154, -7.80780 34.24712...	100.000000
14	application/octet-stream	2357f5d4-b419-5d1e-bcf7-dc6f148ad9b8	S2A_MSIL1C_20221013T111011_N0400_R137_T29TQK_2...	application/octet-stream	268152529	2022-10-13T16:00:12.887Z	2022-10-13T18:00:57.142Z	2022-10-13T18:01:04.739Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.77771 44.1178...	{'type': 'Polygon', 'coordinates': [[[-5.77771...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.77771 44.11785, -5.13000 44.09977...	100.000000
48	application/octet-stream	95c221e5-d79c-548f-82b0-f33f3446048c	S2A_MSIL1C_20221013T111011_N0400_R137_T29TQL_2...	application/octet-stream	150713656	2022-10-13T16:00:11.489Z	2022-10-13T18:00:51.362Z	2022-10-13T18:00:59.212Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.4778137 45.00...	{'type': 'Polygon', 'coordinates': [[[-5.47781...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.47781 45.00915, -5.06998 44.99759...	100.000000
0	application/octet-stream	bf3da835-e2fe-57bf-bf2e-4a56c5efae8d	S2A_MSIL1C_20221013T111011_N0400_R137_T29SQU_2...	application/octet-stream	762263228	2022-10-13T15:59:01.388Z	2022-10-13T18:00:29.897Z	2022-10-13T18:00:34.783Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-6.802887 35.223...	{'type': 'Polygon', 'coordinates': [[[-6.80288...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-6.80289 35.22313, -6.82895 34.23370...	24.843173
16	application/octet-stream	cd32b811-a559-5873-bb02-056d9a3d71c9	S2A_MSIL1C_20221013T111011_N0400_R137_T30TUQ_2...	application/octet-stream	644598606	2022-10-13T15:57:56.936Z	2022-10-13T17:59:42.398Z	2022-10-13T17:59:48.185Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.53125 44.8513...	{'type': 'Polygon', 'coordinates': [[[-5.53125...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.53125 44.85139, -5.50034 44.13800...	100.000000
18	application/octet-stream	a5c03ff4-2a79-53a4-90f5-562c7d92b023	S2A_MSIL1C_20221013T111011_N0400_R137_T30STE_2...	application/octet-stream	737272167	2022-10-13T15:59:04.122Z	2022-10-13T17:59:40.519Z	2022-10-13T17:59:46.147Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.0928345 35.32...	{'type': 'Polygon', 'coordinates': [[[-5.09283...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.09283 35.32587, -5.11380 36.12624...	40.996485
3	application/octet-stream	1c287e97-2d35-554f-bb0f-b3951f3aa232	S2A_MSIL1C_20221013T111011_N0400_R137_T30TUP_2...	application/octet-stream	662359343	2022-10-13T15:55:42.587Z	2022-10-13T17:57:39.666Z	2022-10-13T17:57:57.268Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-5.504059 44.225...	{'type': 'Polygon', 'coordinates': [[[-5.50405...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-5.50406 44.22596, -5.46323 43.23826...	76.806927
4	application/octet-stream	01311ebd-f158-57ae-9bec-d0a10729c853	S2A_MSIL1C_20221013T111011_N0400_R137_T29SPU_2...	application/octet-stream	592816246	2022-10-13T15:53:49.974Z	2022-10-13T17:56:19.760Z	2022-10-13T17:56:25.338Z	True	/eodata/Sentinel-2/MSI/L1C/2022/10/13/S2A_MSIL...	[{}]	{'Start': '2022-10-13T11:10:11.024Z', 'End': '...	geography'SRID=4326;POLYGON ((-7.9009705 35.23...	{'type': 'Polygon', 'coordinates': [[[-7.90097...	[{'@odata.type': '#OData.CSC.StringAttribute',...	1	POLYGON ((-7.90097 35.23809, -7.91400 34.24811...	99.150192