STAC client

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STAC client#

STAC API client#

EODAG can perform an item search over a STAC compliant API. Found STAC items are returned as EOProduct objects with STAC metadata mapped to OGC OpenSearch Extension for Earth Observation.

EODAG comes with already configured providers, but you can also add new ones dynamically.

[4]:

from eodag import EODataAccessGateway, setup_logging
# To have some basic feedback on what eodag is doing, we configure logging to output minimum information
setup_logging(verbose=2)

dag = EODataAccessGateway()

2026-03-02 17:20:48,497 eodag.provider                   [INFO    ] Loading user configuration from: /home/tlarrouy/.config/eodag/eodag.yml
2026-03-02 17:20:48,512 eodag.core                       [INFO    ] Locations configuration loaded from /home/tlarrouy/.config/eodag/locations.yml

List already configured providers providing a STAC API compliant service:

[5]:

[p.name for p in dag.providers.configs.values() if hasattr(p, "search") and p.search.type == 'StacSearch']

[5]:

['dedl',
 'earth_search',
 'earth_search_gcs',
 'eocat',
 'fedeo_ceda',
 'geodes',
 'hydroweb_next',
 'planetary_computer',
 'usgs_satapi_aws']

Then, let’s update EODAG’s configuration with a new STAC provider (West University of Timisoara STAC catalog) using add_provider() method:

[3]:

dag.add_provider("uvt", "https://stac.sage.uvt.ro/search")

2025-11-06 18:15:53,852 eodag.config                     [INFO    ] uvt: unknown provider found in user conf, trying to use provided configuration

List available collections for this provider (using collections discovery in background):

[4]:

dag.list_collections("uvt")

2025-11-06 18:15:56,694 eodag.config                     [INFO    ] Fetching external collections from https://cs-si.github.io/eodag/eodag/resources/ext_collections.json
2025-11-06 18:15:57,382 eodag.search.qssearch            [INFO    ] Fetching collections: https://stac.sage.uvt.ro/search/../collections

[4]:
CollectionsList (12)
0  Collection("ancpi-judete-mnt")
id: 'ancpi-judete-mnt',
title: 'ANCPI MNT - România County Level - Numerical Terrain Model',
extent: { 'spatial': { 'bbox': [[19.899451 , 42.850789 , 30.686732 , 49.013423 ] ] } , 'temporal': { 'interval': [[2017-01-01 00:00:00+00:00 , None ] ] } },
instruments: [],
license: 'OGL-ROU-1.0',
description: 'Numerical Terrain Model released by the Romanian Agency for Cadastre and Land Registration. The data is freely available under the OGL-ROU-1.0 license',
1  Collection("clc-2018-20")
id: 'clc-2018-20',
title: 'Corine Land Cover 2018 (Raster)',
extent: { 'spatial': { 'bbox': [[-31.561261 , 27.405827 , 44.820775 , 71.409109 ] ] } , 'temporal': { 'interval': [[2018-01-01 00:00:00+00:00 , 2018-12-31 00:00:00+00:00 ] ] } },
instruments: [],
license: 'CC-BY-4.0',
description: '[Corine Land Cover](https://land.copernicus.eu/pan-european/corine-land-cover) inventory developed as a joint initiative of the European Union, Copernicus Land Monitoring Service and the European Environment Agency (EEA) under the guidance and quality control of the EEA. The inventory contains 44 land cover classes for land cover. The inventory was rasterized and tiled according to the UTM grid. This processing is performed by [UVT](https://sage.uvt.ro/). ### Methodology To be filled ! ',
2  Collection("clc-2018-20-vector")
id: 'clc-2018-20-vector',
title: 'Corine Land Cover 2018 (Vectorial)',
extent: { 'spatial': { 'bbox': [[-31.561261 , 27.405827 , 44.820775 , 71.409109 ] ] } , 'temporal': { 'interval': [[2018-01-01 00:00:00+00:00 , 2018-12-31 00:00:00+00:00 ] ] } },
instruments: [],
license: 'CC-BY-4.0',
description: '[Corine Land Cover](https://land.copernicus.eu/pan-european/corine-land-cover) inventory developed as a joint initiative of the European Union, Copernicus Land Monitoring Service and the European Environment Agency (EEA) under the guidance and quality control of the EEA. The inventory contains 44 land cover classes for land cover. The inventory was converted to cloud friently formats ([Flatgeobuf](https://github.com/flatgeobuf/flatgeobuf) and [GeoParquet](https://geoparquet.org/) ).This processing is performed by [UVT](https://sage.uvt.ro/). ### Methodology #### Flatgeobuf The flatgeobuf represenation of the data was performed using direct translation using `org2ogr` between the GeoPackage asset and Flatgeobuf. #### GeoParquet The geoparquet represenation of the data was done using [Dask GeoPandas](https://github.com/geopandas/dask-geopandas). The data contains two aditional fields `h3_3` and `h3_4` coresponding to the H3 resolutions `3` and `4`. The data was partitioned based on `h3_3` and is avalabile on the S3 compliant location `s3://eodata/Corine/parquet/2018/U2018_CLC2018_V2020_20u1.parquet/h3_r3` and `s3://eodata/Corine/parquet/2018/U2018_CLC2018_V2020_20u1.parquet/h3_r4` The `S3` endpoint is https://storage.info.uvt.ro and the data is publicly avalabile. See this [notebook](https://gitlab.dev.info.uvt.ro/sage/projects/fuse4dl/notebooks/-/blob/main/Create-CLC-PQ.ipynb) for more information regarding the methodology. ',
3  Collection("copernicus-dem-30")
id: 'copernicus-dem-30',
title: 'Copernicus DEM 30m',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2021-04-22 00:00:00+00:00 , 2021-04-22 00:00:00+00:00 ] ] } },
instruments: [],
platform: 'tandem-x',
license: 'proprietary',
description: 'The Copernicus DEM is a digital surface model (DSM), which represents the surface of the Earth including buildings, infrastructure, and vegetation. This DSM is based on radar satellite data acquired during the TanDEM-X Mission, which was funded by a public-private partnership between the German Aerospace Centre (DLR) and Airbus Defence and Space. Copernicus DEM is available at both 30-meter and 90-meter resolution; this dataset has a horizontal resolution of approximately 30 meters. See the [Product Handbook](https://object.cloud.sdsc.edu/v1/AUTH_opentopography/www/metadata/Copernicus_metadata.pdf) for more information. See the dataset page on OpenTopography: ',
4  Collection("esa-worldcover-2020")
id: 'esa-worldcover-2020',
title: 'ESA WorldCover 2020',
extent: { 'spatial': { 'bbox': [[-180 , -60 , 180 , 82.75 ] ] } , 'temporal': { 'interval': [[2020-01-01 00:00:00+00:00 , 2020-12-31 23:59:59+00:00 ] ] } },
instruments: ['c-sar' , 'msi' ],
platform: 'sentinel-1a,sentinel-1b,sentinel-2a,sentinel-2b',
license: 'CC-BY-4.0',
description: 'Global land cover product at 10 meter resolution for 2020 based on Sentinel-1 and Sentinel-2 data',
5  Collection("esa-worldcover-2021")
id: 'esa-worldcover-2021',
title: 'ESA WorldCover 2021',
extent: { 'spatial': { 'bbox': [[-180 , -60 , 180 , 82.75 ] ] } , 'temporal': { 'interval': [[2021-01-01 00:00:00+00:00 , 2021-12-31 23:59:59+00:00 ] ] } },
instruments: ['c-sar' , 'msi' ],
platform: 'sentinel-1a,sentinel-1b,sentinel-2a,sentinel-2b',
license: 'CC-BY-4.0',
description: 'Global land cover product at 10 meter resolution for 2021 based on Sentinel-1 and Sentinel-2 data',
6  Collection("maja-cams")
id: 'maja-cams',
title: 'MAJA CAMS Products',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2023-10-01 00:00:00+00:00 , None ] ] } },
instruments: [],
license: 'proprietary',
description: 'CAMS Products suitable for MAJA processing ',
7  Collection("sentinel-1-grd")
id: 'sentinel-1-grd',
title: 'Sentinel 1 Level-1 Ground Range Detected (GRD)',
extent: { 'spatial': { 'bbox': [[19.899451 , 42.850789 , 30.686732 , 49.013423 ] ] } , 'temporal': { 'interval': [[2014-10-10 00:28:21+00:00 , None ] ] } },
instruments: [],
constellation: 'Sentinel-1',
platform: 'SENTINEL-1A,SENTINEL-1B',
license: 'proprietary',
description: 'The [Sentinel-1](https://sentinel.esa.int/web/sentinel/missions/sentinel-1)mission comprises a constellation of two polar-orbiting satellites, operating day and night performing C-band synthetic aperture radar imaging, enabling them to acquire imagery regardless of the weather. Level-1 Ground Range Detected (GRD) products consist of focused SAR data that has been detected, multi-looked and projected to ground range using an Earth ellipsoid model. The ellipsoid projection of the GRD products is corrected using the terrain height specified in the product general annotation. The terrain height used varies in azimuth but is constant in range. Ground range coordinates are the slant range coordinates projected onto the ellipsoid of the Earth. Pixel values represent detected magnitude. Phase information is lost. The resulting product has approximately square spatial resolution and square pixel spacing with reduced speckle due to the multi-look processing. The noise vector annotation data set, within the product annotations, contains thermal noise vectors so that users can apply a thermal noise correction by subtracting the noise from the power detected image. For the IW and EW GRD products, multi-looking is performed on each burst individually. All bursts in all sub-swaths are then seamlessly merged to form a single, contiguous, ground range detected image per polarisation channel. For more information see the [ESA documentation](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-1-sar/product-types-processing-levels/level-1) ',
8  Collection("sentinel-1-rtc")
id: 'sentinel-1-rtc',
title: 'Sentinel 1 Radiometrically Terrain Corrected (RTC)',
extent: { 'spatial': { 'bbox': [[19.899451 , 42.850789 , 30.686732 , 49.013423 ] ] } , 'temporal': { 'interval': [[2017-01-01 00:28:21+00:00 , None ] ] } },
instruments: [],
constellation: 'Sentinel-1',
platform: 'SENTINEL-1A,SENTINEL-1B',
license: 'CC-BY-4.0',
description: 'The [Sentinel-1](https://sentinel.esa.int/web/sentinel/missions/sentinel-1) mission is a constellation of two polar-orbiting satellites, operating day and night performing C-band synthetic aperture radar imaging. The Sentinel-1 Radiometrically Terrain Corrected (RTC) data in this collection is a radiometrically terrain corrected product derived from the [Ground Range Detected (GRD) Level-1](https://browser.sage.uvt.ro/#/collections/sentinel-1-grd) products produced by the European Space Agency. The RTC processing is performed by [UVT](https://sage.uvt.ro/). ### Methodology The RTC products are radiometrically (pixel values) and geometrically (pixel position) corrected using a processing chain composed of the appropriate Sentinel-1 toolbox operators made available in the ESA SNAP software Graph Processing Tools. The flat Earth radiometric calibration is followed by the Flattening Gamma Radiometric Terrain Correction (see [D.Small paper](https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/sentinel-1/2011_Flattening_Gamma.pdf)) and the orthorectification using the 30m and the 10m Copernicus DEM. The gamma values corresponding to the two polarisations (VH and VV) available in the Sentinel-1 data records are stored as separate bands in the Sentinel-1 RTC collection items (Cloud-Optimized GeoTiff). With this collection we try to follow the Committee on Earth Observation Data Satellites (CEOS) specifications for Analysis-Ready Data. ',
9  Collection("sentinel-2-l1c")
id: 'sentinel-2-l1c',
title: 'Sentinel-2 Level-1C - România',
extent: { 'spatial': { 'bbox': [[19.899451 , 42.850789 , 30.686732 , 49.013423 ] ] } , 'temporal': { 'interval': [[2017-01-01 00:00:00+00:00 , None ] ] } },
instruments: ['msi' ],
constellation: 'sentinel-2',
platform: 'Sentinel-2A,Sentinel-2B',
license: 'proprietary',
description: 'The [Sentinel-2](https://sentinel.esa.int/web/sentinel/missions/sentinel-2) program provides global imagery in thirteen spectral bands at 10m-60m resolution and a revisit time of approximately five days. This dataset represents the Romanian Sentinel-2 archive, from 2017 to the present, the data is L1C and converted to [cloud-optimized GeoTIFF](https://www.cogeo.org/) format. Additionally this collection provides cloud masks generated using fmask This collection is provided through collaboration between the [West University of Timisoara](https://www.uvt.ro/) and the [Romanian Space Agency](https://sentinels.rosa.ro)',
10  Collection("sentinel-2-l1c-ndvi")
id: 'sentinel-2-l1c-ndvi',
title: 'Sentinel-2 Level-1C - România - Vegetation Index',
extent: { 'spatial': { 'bbox': [[19.899451 , 42.850789 , 30.686732 , 49.013423 ] ] } , 'temporal': { 'interval': [[2017-01-01 00:00:00+00:00 , None ] ] } },
instruments: ['msi' ],
constellation: 'sentinel-2',
platform: 'Sentinel-2A,Sentinel-2B',
license: 'CC BY-NC 3.0',
description: 'Vegetation indices (NDVI) using the Sentinel-2 L1C data. The collection contains computed indices and color versions of the indices, all in Cloud Optimised GeoTiff format',
11  Collection("sentinel-2-l2a-maja")
id: 'sentinel-2-l2a-maja',
title: 'Sentinel-2 Level-2A MAJA - România',
extent: { 'spatial': { 'bbox': [[19.899451 , 42.850789 , 30.686732 , 49.013423 ] ] } , 'temporal': { 'interval': [[2023-10-01 00:00:00+00:00 , None ] ] } },
instruments: ['msi' ],
constellation: 'sentinel-2',
platform: 'Sentinel-2A,Sentinel-2B',
license: 'proprietary',
description: 'The [Sentinel-2](https://sentinel.esa.int/web/sentinel/missions/sentinel-2) program provides global imagery in thirteen spectral bands at 10m-60m resolution and a revisit time of approximately five days. This dataset represents the Romanian Sentinel-2 archive, from January 2023 to the present, the data is L2A processed using MAJA by UVT and distributed in [cloud-optimized GeoTIFF](https://www.cogeo.org/) format. This collection is provided through collaboration between the [West University of Timisoara](https://www.uvt.ro/) and the [Romanian Space Agency](https://sentinels.rosa.ro)',

Search some sentinel-2-l1c products over Romania:

[ ]:

prods_S2L1C = dag.search(collection="sentinel-2-l1c", locations=dict(country="ROU"), start="2020-05-01", end="2020-05-15", limit=10, count=True)
prods_S2L1C

2025-11-06 18:16:40,576 eodag.core                       [INFO    ] Searching on provider uvt
2025-11-06 18:16:40,577 eodag.search.qssearch            [INFO    ] Fetching queryables: https://stac.sage.uvt.ro/search/../collections/sentinel-2-l1c/queryables
2025-11-06 18:16:40,875 eodag.search.qssearch            [INFO    ] Sending search request: https://stac.sage.uvt.ro/search
SearchResult (10)
0  EOProduct(id=S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435, provider=uvt)
EOProduct
provider: 'uvt',
collection: 'sentinel-2-l1c',
properties["id"]: 'S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435',
properties: (24){
constellation: 'Sentinel 2',
datetime: '2020-05-14T11:44:35Z',
id: 'S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435',
instruments: ['msi' ],
platform: 'Sentinel-2B',
title: 'S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435',
eo:cloud_cover: 44.6874,
eodag:download_link: 'https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435',
order:status: 'succeeded',
proj:epsg: 32634,
s2:datastrip_id: 'S2B_OPER_MSI_L1C_DS_SGS__20200514T114435_S20200514T094157_N02.09',
s2:datatake_id: 'GS2B_20200514T094029_016650_N02.09',
s2:datatake_type: 'INS-NOBS',
s2:degraded_msi_data_percentage: 0.0,
s2:generation_time: '2020-05-14T11:44:35+00:00',
s2:granule_id: 'S2B_OPER_MSI_L1C_TL_SGS__20200514T114435_A016650_T34TET_N02.09',
s2:mean_solar_azimuth: 159.680775856358,
s2:mean_solar_zenith: 29.8379571349814,
s2:mgrs_tile: 'T34TET',
s2:processing_baseline: 2.09,
s2:product_type: 'S2MSI1C',
s2:product_uri: 'S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE',
sat:orbit_state: 'descending',
sat:relative_orbit: 36,
}
assets: (22)
'INSPIRE.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'INSPIRE.xml',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/14/T34/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE/INSPIRE.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'INSPIRE.xml',
}
'MTD_DS.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_DS.xml',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/14/T34/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE/DATASTRIP/DS_SGS__20200514T114435_S20200514T094157/MTD_DS.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_DS.xml',
}
'MTD_MSIL1C.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_MSIL1C.xml',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/14/T34/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE/MTD_MSIL1C.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_MSIL1C.xml',
}
'MTD_TL.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_TL.xml',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/14/T34/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE/GRANULE/L1C_T34TET_A016650_20200514T094157/MTD_TL.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_TL.xml',
}
'T34TET_20200514T094029_B01.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T34TET_20200514T094029_B01.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/14/T34/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE/GRANULE/L1C_T34TET_A016650_20200514T094157/IMG_DATA/T34TET_20200514T094029_B01.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T34TET_20200514T094029_B01.tif',
eo:bands: [{ 'name': 'B01' , 'common_name': 'coastal' , 'description': 'Band 1 - Coastal aerosol' , 'center_wavelength': 0.443 , 'full_width_half_max': 0.027 } ],
proj:bbox: [499980.0 , 5190240.0 , 609780.0 , 5300040.0 ],
proj:epsg: 32634,
proj:shape: [1830 , 1830 ],
proj:transform: [60.0 , 0.0 , 499980.0 , 0.0 , -60.0 , 5300040.0 , 0.0 , 0.0 , 1.0 ],
}
'T34TET_20200514T094029_B02.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T34TET_20200514T094029_B02.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/14/T34/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE/GRANULE/L1C_T34TET_A016650_20200514T094157/IMG_DATA/T34TET_20200514T094029_B02.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T34TET_20200514T094029_B02.tif',
eo:bands: [{ 'name': 'B02' , 'common_name': 'blue' , 'description': 'Band 2 - Blue' , 'center_wavelength': 0.49 , 'full_width_half_max': 0.098 } ],
proj:bbox: [499980.0 , 5190240.0 , 609780.0 , 5300040.0 ],
proj:epsg: 32634,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 499980.0 , 0.0 , -10.0 , 5300040.0 , 0.0 , 0.0 , 1.0 ],
}
'T34TET_20200514T094029_B03.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T34TET_20200514T094029_B03.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/14/T34/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE/GRANULE/L1C_T34TET_A016650_20200514T094157/IMG_DATA/T34TET_20200514T094029_B03.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T34TET_20200514T094029_B03.tif',
eo:bands: [{ 'name': 'B03' , 'common_name': 'green' , 'description': 'Band 3 - Green' , 'center_wavelength': 0.56 , 'full_width_half_max': 0.045 } ],
proj:bbox: [499980.0 , 5190240.0 , 609780.0 , 5300040.0 ],
proj:epsg: 32634,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 499980.0 , 0.0 , -10.0 , 5300040.0 , 0.0 , 0.0 , 1.0 ],
}
'T34TET_20200514T094029_B04.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T34TET_20200514T094029_B04.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/14/T34/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE/GRANULE/L1C_T34TET_A016650_20200514T094157/IMG_DATA/T34TET_20200514T094029_B04.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T34TET_20200514T094029_B04.tif',
eo:bands: [{ 'name': 'B04' , 'common_name': 'red' , 'description': 'Band 4 - Red' , 'center_wavelength': 0.665 , 'full_width_half_max': 0.038 } ],
proj:bbox: [499980.0 , 5190240.0 , 609780.0 , 5300040.0 ],
proj:epsg: 32634,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 499980.0 , 0.0 , -10.0 , 5300040.0 , 0.0 , 0.0 , 1.0 ],
}
'T34TET_20200514T094029_B05.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T34TET_20200514T094029_B05.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/14/T34/S2B_MSIL1C_20200514T094029_N0209_R036_T34TET_20200514T114435.SAFE/GRANULE/L1C_T34TET_A016650_20200514T094157/IMG_DATA/T34TET_20200514T094029_B05.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T34TET_20200514T094029_B05.tif',
eo:bands: [{ 'name': 'B05' , 'common_name': 'rededge' , 'description': 'Band 5 - Vegetation red edge 1' , 'center_wavelength': 0.704 , 'full_width_half_max': 0.019 } ],
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EOProduct
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EOProduct
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geometry
6  EOProduct(id=S2A_MSIL1C_20200513T092031_N0209_R093_T35UMP_20200513T112445, provider=uvt)
EOProduct
provider: 'uvt',
collection: 'sentinel-2-l1c',
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properties: (24){
constellation: 'Sentinel 2',
datetime: '2020-05-13T11:24:45Z',
id: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35UMP_20200513T112445',
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platform: 'Sentinel-2A',
title: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35UMP_20200513T112445',
eo:cloud_cover: 0.0,
eodag:download_link: 'https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2A_MSIL1C_20200513T092031_N0209_R093_T35UMP_20200513T112445',
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s2:datatake_type: 'INS-NOBS',
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sat:orbit_state: 'descending',
sat:relative_orbit: 93,
}
assets: (22)
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}
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EOProduct
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9  EOProduct(id=S2A_MSIL1C_20200513T092031_N0209_R093_T35TMN_20200513T112445, provider=uvt)
EOProduct
provider: 'uvt',
collection: 'sentinel-2-l1c',
properties["id"]: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35TMN_20200513T112445',
properties: (24){
constellation: 'Sentinel 2',
datetime: '2020-05-13T11:24:45Z',
id: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35TMN_20200513T112445',
instruments: ['msi' ],
platform: 'Sentinel-2A',
title: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35TMN_20200513T112445',
eo:cloud_cover: 0.3248,
eodag:download_link: 'https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2A_MSIL1C_20200513T092031_N0209_R093_T35TMN_20200513T112445',
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s2:datatake_id: 'GS2A_20200513T092031_025544_N02.09',
s2:datatake_type: 'INS-NOBS',
s2:degraded_msi_data_percentage: 0.0,
s2:generation_time: '2020-05-13T11:24:45+00:00',
s2:granule_id: 'S2A_OPER_MSI_L1C_TL_SGS__20200513T112445_A025544_T35TMN_N02.09',
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s2:mean_solar_zenith: 30.1533651404772,
s2:mgrs_tile: 'T35TMN',
s2:processing_baseline: 2.09,
s2:product_type: 'S2MSI1C',
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sat:orbit_state: 'descending',
sat:relative_orbit: 93,
}
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proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 399960.0 , 0.0 , -10.0 , 5300040.0 , 0.0 , 0.0 , 1.0 ],
}
'manifest.safe':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'manifest.safe',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35TMN_20200513T112445.SAFE/manifest.safe',
type: 'application/xml',
roles: ['metadata' ],
title: 'manifest.safe',
}
'ql.jpg':  { 'roles': '['overview']',  'type': 'image/jpeg',  'title': 'ql.jpg',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35TMN_20200513T112445.SAFE/S2A_MSIL1C_20200513T092031_N0209_R093_T35TMN_20200513T112445-ql.jpg',
type: 'image/jpeg',
roles: ['overview' ],
title: 'ql.jpg',
}
geometry

Filter over any item property using crunchers:

[7]:

from eodag.plugins.crunch.filter_property import FilterProperty

prods_S2L1C_filtered = prods_S2L1C.crunch(FilterProperty({"eo:cloud_cover": 10, "operator": "lt"}))
prods_S2L1C_filtered

2025-11-06 18:16:42,043 eodag.crunch.property            [INFO    ] Finished filtering products. 4 resulting products

[7]:
SearchResult (4)
0  EOProduct(id=S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445, provider=uvt)
EOProduct
provider: 'uvt',
collection: 'sentinel-2-l1c',
properties["id"]: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445',
properties: (24){
constellation: 'Sentinel 2',
datetime: '2020-05-13T11:24:45Z',
id: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445',
instruments: ['msi' ],
platform: 'Sentinel-2A',
title: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445',
eo:cloud_cover: 0.0,
eodag:download_link: 'https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445',
order:status: 'succeeded',
proj:epsg: 32635,
s2:datastrip_id: 'S2A_OPER_MSI_L1C_DS_SGS__20200513T112445_S20200513T092634_N02.09',
s2:datatake_id: 'GS2A_20200513T092031_025544_N02.09',
s2:datatake_type: 'INS-NOBS',
s2:degraded_msi_data_percentage: 0.0,
s2:generation_time: '2020-05-13T11:24:45+00:00',
s2:granule_id: 'S2A_OPER_MSI_L1C_TL_SGS__20200513T112445_A025544_T35UNP_N02.09',
s2:mean_solar_azimuth: 162.00053976729,
s2:mean_solar_zenith: 30.7194731403969,
s2:mgrs_tile: 'T35UNP',
s2:processing_baseline: 2.09,
s2:product_type: 'S2MSI1C',
s2:product_uri: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE',
sat:orbit_state: 'descending',
sat:relative_orbit: 93,
}
assets: (22)
'INSPIRE.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'INSPIRE.xml',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/INSPIRE.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'INSPIRE.xml',
}
'MTD_DS.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_DS.xml',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/DATASTRIP/DS_SGS__20200513T112445_S20200513T092634/MTD_DS.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_DS.xml',
}
'MTD_MSIL1C.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_MSIL1C.xml',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/MTD_MSIL1C.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_MSIL1C.xml',
}
'MTD_TL.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_TL.xml',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/MTD_TL.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_TL.xml',
}
'T35UNP_20200513T092031_B01.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B01.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B01.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B01.tif',
eo:bands: [{ 'name': 'B01' , 'common_name': 'coastal' , 'description': 'Band 1 - Coastal aerosol' , 'center_wavelength': 0.443 , 'full_width_half_max': 0.027 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [1830 , 1830 ],
proj:transform: [60.0 , 0.0 , 499980.0 , 0.0 , -60.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B02.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B02.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B02.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B02.tif',
eo:bands: [{ 'name': 'B02' , 'common_name': 'blue' , 'description': 'Band 2 - Blue' , 'center_wavelength': 0.49 , 'full_width_half_max': 0.098 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 499980.0 , 0.0 , -10.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B03.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B03.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B03.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B03.tif',
eo:bands: [{ 'name': 'B03' , 'common_name': 'green' , 'description': 'Band 3 - Green' , 'center_wavelength': 0.56 , 'full_width_half_max': 0.045 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 499980.0 , 0.0 , -10.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B04.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B04.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B04.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B04.tif',
eo:bands: [{ 'name': 'B04' , 'common_name': 'red' , 'description': 'Band 4 - Red' , 'center_wavelength': 0.665 , 'full_width_half_max': 0.038 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 499980.0 , 0.0 , -10.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B05.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B05.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B05.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B05.tif',
eo:bands: [{ 'name': 'B05' , 'common_name': 'rededge' , 'description': 'Band 5 - Vegetation red edge 1' , 'center_wavelength': 0.704 , 'full_width_half_max': 0.019 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 499980.0 , 0.0 , -20.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B06.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B06.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B06.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B06.tif',
eo:bands: [{ 'name': 'B06' , 'common_name': 'rededge' , 'description': 'Band 6 - Vegetation red edge 2' , 'center_wavelength': 0.74 , 'full_width_half_max': 0.018 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 499980.0 , 0.0 , -20.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B07.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B07.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B07.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B07.tif',
eo:bands: [{ 'name': 'B07' , 'common_name': 'rededge' , 'description': 'Band 7 - Vegetation red edge 3' , 'center_wavelength': 0.783 , 'full_width_half_max': 0.028 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 499980.0 , 0.0 , -20.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B08.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B08.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B08.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B08.tif',
eo:bands: [{ 'name': 'B08' , 'common_name': 'nir' , 'description': 'Band 8 - NIR' , 'center_wavelength': 0.842 , 'full_width_half_max': 0.145 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 499980.0 , 0.0 , -10.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B09.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B09.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B09.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B09.tif',
eo:bands: [{ 'name': 'B09' , 'description': 'Band 9 - Water vapor' , 'center_wavelength': 0.945 , 'full_width_half_max': 0.026 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [1830 , 1830 ],
proj:transform: [60.0 , 0.0 , 499980.0 , 0.0 , -60.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B10.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B10.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B10.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B10.tif',
eo:bands: [{ 'name': 'B10' , 'common_name': 'cirrus' , 'description': 'Band 11 - SWIR (1.3)' , 'center_wavelength': 1.375 , 'full_width_half_max': 0.075 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [1830 , 1830 ],
proj:transform: [60.0 , 0.0 , 499980.0 , 0.0 , -60.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B11.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B11.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B11.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B11.tif',
eo:bands: [{ 'name': 'B11' , 'common_name': 'swir16' , 'description': 'Band 11 - SWIR (1.6)' , 'center_wavelength': 1.61 , 'full_width_half_max': 0.143 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 499980.0 , 0.0 , -20.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B12.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B12.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B12.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B12.tif',
eo:bands: [{ 'name': 'B12' , 'common_name': 'swir22' , 'description': 'Band 12 - SWIR (2.2)' , 'center_wavelength': 2.19 , 'full_width_half_max': 0.242 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 499980.0 , 0.0 , -20.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_B8A.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_B8A.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_B8A.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_B8A.tif',
eo:bands: [{ 'name': 'B8A' , 'common_name': 'rededge' , 'description': 'Band 8A - Vegetation red edge 4' , 'center_wavelength': 0.865 , 'full_width_half_max': 0.033 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 499980.0 , 0.0 , -20.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_CLDFMASK.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_CLDFMASK.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_CLDFMASK.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_CLDFMASK.tif',
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 499980.0 , 0.0 , -20.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_PVI.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_PVI.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/QI_DATA/T35UNP_20200513T092031_PVI.tif',
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EOProduct
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id: 'S2A_MSIL1C_20200513T092031_N0209_R093_T35UMP_20200513T112445',
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title: 'T35TMN_20200513T092031_PVI.tif',
}
'T35TMN_20200513T092031_TCI.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMN_20200513T092031_TCI.tif',  ... } {
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geometry

Available assets from the first filtered product

[8]:

prods_S2L1C_filtered[0].assets

[8]:
AssetsDict (22)
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roles: ['metadata' ],
title: 'INSPIRE.xml',
}
'MTD_DS.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_DS.xml',  ... } {
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roles: ['metadata' ],
title: 'MTD_DS.xml',
}
'MTD_MSIL1C.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_MSIL1C.xml',  ... } {
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type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_MSIL1C.xml',
}
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roles: ['metadata' ],
title: 'MTD_TL.xml',
}
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title: 'T35UNP_20200513T092031_B02.tif',
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title: 'T35UNP_20200513T092031_B09.tif',
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roles: ['data' ],
title: 'T35UNP_20200513T092031_B8A.tif',
eo:bands: [{ 'name': 'B8A' , 'common_name': 'rededge' , 'description': 'Band 8A - Vegetation red edge 4' , 'center_wavelength': 0.865 , 'full_width_half_max': 0.033 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 499980.0 , 0.0 , -20.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_CLDFMASK.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_CLDFMASK.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_CLDFMASK.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_CLDFMASK.tif',
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 499980.0 , 0.0 , -20.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'T35UNP_20200513T092031_PVI.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_PVI.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/QI_DATA/T35UNP_20200513T092031_PVI.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_PVI.tif',
}
'T35UNP_20200513T092031_TCI.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35UNP_20200513T092031_TCI.tif',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/GRANULE/L1C_T35UNP_A025544_20200513T092634/IMG_DATA/T35UNP_20200513T092031_TCI.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35UNP_20200513T092031_TCI.tif',
eo:bands: [{ 'name': 'B04' , 'common_name': 'red' , 'description': 'Band 4 - Red' , 'center_wavelength': 0.665 , 'full_width_half_max': 0.038 } ,
{ 'name': 'B03' , 'common_name': 'green' , 'description': 'Band 3 - Green' , 'center_wavelength': 0.56 , 'full_width_half_max': 0.045 } ,
{ 'name': 'B02' , 'common_name': 'blue' , 'description': 'Band 2 - Blue' , 'center_wavelength': 0.49 , 'full_width_half_max': 0.098 } ],
proj:bbox: [499980.0 , 5290200.0 , 609780.0 , 5400000.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 499980.0 , 0.0 , -10.0 , 5400000.0 , 0.0 , 0.0 , 1.0 ],
}
'manifest.safe':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'manifest.safe',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/manifest.safe',
type: 'application/xml',
roles: ['metadata' ],
title: 'manifest.safe',
}
'ql.jpg':  { 'roles': '['overview']',  'type': 'image/jpeg',  'title': 'ql.jpg',  ... } {
href: 'https://eodata.sage.uvt.ro/Sentinel/Sentinel-2/2020/5/13/T35/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445.SAFE/S2A_MSIL1C_20200513T092031_N0209_R093_T35UNP_20200513T112445-ql.jpg',
type: 'image/jpeg',
roles: ['overview' ],
title: 'ql.jpg',
}

Advanced search using query or filter extensions#

Some STAC-compliant APIs support advanced search criteria using STAC query extension or STAC filter extension.

Using custom query parameters allows you to pass raw query or filter objects directly to the backend, without any transformation by EODAG.

Note

Only query and filter for STAC providers are sent as is to the provider. Other custom parameters would be sent in a query object to the STAC provider.

Example: using the query extension to filter on snow/ice percentage > 99%

[9]:

products_query = dag.search(
    provider="uvt",
    collection="sentinel-2-l1c",
    query={"s2:snow_ice_percentage": {"gt": 99}},
)
products_query

2025-11-06 18:16:52,059 eodag.core                       [INFO    ] Searching on provider uvt
2025-11-06 18:16:52,060 eodag.search.qssearch            [INFO    ] Fetching queryables: https://stac.sage.uvt.ro/search/../collections/sentinel-2-l1c/queryables
2025-11-06 18:16:52,380 eodag.search.qssearch            [INFO    ] Sending search request: https://stac.sage.uvt.ro/search

[9]:
SearchResult (4)
0  EOProduct(id=S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420, provider=uvt)
EOProduct
provider: 'uvt',
collection: 'sentinel-2-l1c',
properties["id"]: 'S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420',
properties: (25){
constellation: 'Sentinel 2',
datetime: '2025-02-25T10:54:20Z',
id: 'S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420',
instruments: ['msi' ],
platform: 'Sentinel-2B',
title: 'S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420',
eo:cloud_cover: 0.183827049384,
eodag:download_link: 'https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420',
order:status: 'succeeded',
proj:epsg: 32635,
s2:datastrip_id: 'S2B_OPER_MSI_L1C_DS_2BPS_20250225T105420_S20250225T090152_N05.11',
s2:datatake_id: 'GS2B_20250225T085839_041646_N05.11',
s2:datatake_type: 'INS-NOBS',
s2:degraded_msi_data_percentage: 0.0,
s2:generation_time: '2025-02-25T10:54:20+00:00',
s2:granule_id: 'S2B_OPER_MSI_L1C_TL_2BPS_20250225T105420_A041646_T35TMK_N05.11',
s2:mean_solar_azimuth: 156.362893192315,
s2:mean_solar_zenith: 56.4939224050071,
s2:mgrs_tile: 'T35TMK',
s2:processing_baseline: 5.11,
s2:product_type: 'S2MSI1C',
s2:product_uri: 'S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE',
s2:snow_ice_percentage: 99.800854029834,
sat:orbit_state: 'descending',
sat:relative_orbit: 7,
}
assets: (22)
'INSPIRE.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'INSPIRE.xml',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/INSPIRE.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'INSPIRE.xml',
}
'MTD_DS.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_DS.xml',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/DATASTRIP/DS_2BPS_20250225T105420_S20250225T090152/MTD_DS.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_DS.xml',
}
'MTD_MSIL1C.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_MSIL1C.xml',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/MTD_MSIL1C.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_MSIL1C.xml',
}
'MTD_TL.xml':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'MTD_TL.xml',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/MTD_TL.xml',
type: 'application/xml',
roles: ['metadata' ],
title: 'MTD_TL.xml',
}
'T35TMK_20250225T085839_B01.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B01.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B01.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B01.tif',
eo:bands: [{ 'name': 'B01' , 'common_name': 'coastal' , 'description': 'Band 1 - Coastal aerosol' , 'center_wavelength': 0.443 , 'full_width_half_max': 0.027 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [1830 , 1830 ],
proj:transform: [60.0 , 0.0 , 399960.0 , 0.0 , -60.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B02.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B02.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B02.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B02.tif',
eo:bands: [{ 'name': 'B02' , 'common_name': 'blue' , 'description': 'Band 2 - Blue' , 'center_wavelength': 0.49 , 'full_width_half_max': 0.098 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 399960.0 , 0.0 , -10.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B03.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B03.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B03.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B03.tif',
eo:bands: [{ 'name': 'B03' , 'common_name': 'green' , 'description': 'Band 3 - Green' , 'center_wavelength': 0.56 , 'full_width_half_max': 0.045 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 399960.0 , 0.0 , -10.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B04.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B04.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B04.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B04.tif',
eo:bands: [{ 'name': 'B04' , 'common_name': 'red' , 'description': 'Band 4 - Red' , 'center_wavelength': 0.665 , 'full_width_half_max': 0.038 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 399960.0 , 0.0 , -10.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B05.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B05.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B05.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B05.tif',
eo:bands: [{ 'name': 'B05' , 'common_name': 'rededge' , 'description': 'Band 5 - Vegetation red edge 1' , 'center_wavelength': 0.704 , 'full_width_half_max': 0.019 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 399960.0 , 0.0 , -20.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B06.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B06.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B06.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B06.tif',
eo:bands: [{ 'name': 'B06' , 'common_name': 'rededge' , 'description': 'Band 6 - Vegetation red edge 2' , 'center_wavelength': 0.74 , 'full_width_half_max': 0.018 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 399960.0 , 0.0 , -20.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B07.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B07.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B07.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B07.tif',
eo:bands: [{ 'name': 'B07' , 'common_name': 'rededge' , 'description': 'Band 7 - Vegetation red edge 3' , 'center_wavelength': 0.783 , 'full_width_half_max': 0.028 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 399960.0 , 0.0 , -20.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B08.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B08.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B08.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B08.tif',
eo:bands: [{ 'name': 'B08' , 'common_name': 'nir' , 'description': 'Band 8 - NIR' , 'center_wavelength': 0.842 , 'full_width_half_max': 0.145 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 399960.0 , 0.0 , -10.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B09.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B09.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B09.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B09.tif',
eo:bands: [{ 'name': 'B09' , 'description': 'Band 9 - Water vapor' , 'center_wavelength': 0.945 , 'full_width_half_max': 0.026 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [1830 , 1830 ],
proj:transform: [60.0 , 0.0 , 399960.0 , 0.0 , -60.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B10.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B10.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B10.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TMK_20250225T085839_B10.tif',
eo:bands: [{ 'name': 'B10' , 'common_name': 'cirrus' , 'description': 'Band 11 - SWIR (1.3)' , 'center_wavelength': 1.375 , 'full_width_half_max': 0.075 } ],
proj:bbox: [399960.0 , 4890240.0 , 509760.0 , 5000040.0 ],
proj:epsg: 32635,
proj:shape: [1830 , 1830 ],
proj:transform: [60.0 , 0.0 , 399960.0 , 0.0 , -60.0 , 5000040.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TMK_20250225T085839_B11.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TMK_20250225T085839_B11.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2025/2/25/T35TMK/S2B_MSIL1C_20250225T085839_N0511_R007_T35TMK_20250225T105420.SAFE/GRANULE/L1C_T35TMK_A041646_20250225T090152/IMG_DATA/T35TMK_20250225T085839_B11.tif',
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eo:bands: [{ 'name': 'B07' , 'common_name': 'rededge' , 'description': 'Band 7 - Vegetation red edge 3' , 'center_wavelength': 0.783 , 'full_width_half_max': 0.028 } ],
proj:bbox: [600000.0 , 4790220.0 , 709800.0 , 4900020.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 600000.0 , 0.0 , -20.0 , 4900020.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TPJ_20230130T091129_B08.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TPJ_20230130T091129_B08.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/GRANULE/L1C_T35TPJ_A030821_20230130T091214/IMG_DATA/T35TPJ_20230130T091129_B08.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TPJ_20230130T091129_B08.tif',
eo:bands: [{ 'name': 'B08' , 'common_name': 'nir' , 'description': 'Band 8 - NIR' , 'center_wavelength': 0.842 , 'full_width_half_max': 0.145 } ],
proj:bbox: [600000.0 , 4790220.0 , 709800.0 , 4900020.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 600000.0 , 0.0 , -10.0 , 4900020.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TPJ_20230130T091129_B09.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TPJ_20230130T091129_B09.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/GRANULE/L1C_T35TPJ_A030821_20230130T091214/IMG_DATA/T35TPJ_20230130T091129_B09.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TPJ_20230130T091129_B09.tif',
eo:bands: [{ 'name': 'B09' , 'description': 'Band 9 - Water vapor' , 'center_wavelength': 0.945 , 'full_width_half_max': 0.026 } ],
proj:bbox: [600000.0 , 4790220.0 , 709800.0 , 4900020.0 ],
proj:epsg: 32635,
proj:shape: [1830 , 1830 ],
proj:transform: [60.0 , 0.0 , 600000.0 , 0.0 , -60.0 , 4900020.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TPJ_20230130T091129_B10.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TPJ_20230130T091129_B10.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/GRANULE/L1C_T35TPJ_A030821_20230130T091214/IMG_DATA/T35TPJ_20230130T091129_B10.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TPJ_20230130T091129_B10.tif',
eo:bands: [{ 'name': 'B10' , 'common_name': 'cirrus' , 'description': 'Band 11 - SWIR (1.3)' , 'center_wavelength': 1.375 , 'full_width_half_max': 0.075 } ],
proj:bbox: [600000.0 , 4790220.0 , 709800.0 , 4900020.0 ],
proj:epsg: 32635,
proj:shape: [1830 , 1830 ],
proj:transform: [60.0 , 0.0 , 600000.0 , 0.0 , -60.0 , 4900020.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TPJ_20230130T091129_B11.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TPJ_20230130T091129_B11.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/GRANULE/L1C_T35TPJ_A030821_20230130T091214/IMG_DATA/T35TPJ_20230130T091129_B11.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TPJ_20230130T091129_B11.tif',
eo:bands: [{ 'name': 'B11' , 'common_name': 'swir16' , 'description': 'Band 11 - SWIR (1.6)' , 'center_wavelength': 1.61 , 'full_width_half_max': 0.143 } ],
proj:bbox: [600000.0 , 4790220.0 , 709800.0 , 4900020.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 600000.0 , 0.0 , -20.0 , 4900020.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TPJ_20230130T091129_B12.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TPJ_20230130T091129_B12.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/GRANULE/L1C_T35TPJ_A030821_20230130T091214/IMG_DATA/T35TPJ_20230130T091129_B12.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TPJ_20230130T091129_B12.tif',
eo:bands: [{ 'name': 'B12' , 'common_name': 'swir22' , 'description': 'Band 12 - SWIR (2.2)' , 'center_wavelength': 2.19 , 'full_width_half_max': 0.242 } ],
proj:bbox: [600000.0 , 4790220.0 , 709800.0 , 4900020.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 600000.0 , 0.0 , -20.0 , 4900020.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TPJ_20230130T091129_B8A.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TPJ_20230130T091129_B8A.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/GRANULE/L1C_T35TPJ_A030821_20230130T091214/IMG_DATA/T35TPJ_20230130T091129_B8A.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TPJ_20230130T091129_B8A.tif',
eo:bands: [{ 'name': 'B8A' , 'common_name': 'rededge' , 'description': 'Band 8A - Vegetation red edge 4' , 'center_wavelength': 0.865 , 'full_width_half_max': 0.033 } ],
proj:bbox: [600000.0 , 4790220.0 , 709800.0 , 4900020.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 600000.0 , 0.0 , -20.0 , 4900020.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TPJ_20230130T091129_CLDFMASK.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TPJ_20230130T091129_CLDFMASK.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/GRANULE/L1C_T35TPJ_A030821_20230130T091214/IMG_DATA/T35TPJ_20230130T091129_CLDFMASK.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TPJ_20230130T091129_CLDFMASK.tif',
proj:bbox: [600000.0 , 4790220.0 , 709800.0 , 4900020.0 ],
proj:epsg: 32635,
proj:shape: [5490 , 5490 ],
proj:transform: [20.0 , 0.0 , 600000.0 , 0.0 , -20.0 , 4900020.0 , 0.0 , 0.0 , 1.0 ],
}
'T35TPJ_20230130T091129_PVI.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TPJ_20230130T091129_PVI.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/GRANULE/L1C_T35TPJ_A030821_20230130T091214/QI_DATA/T35TPJ_20230130T091129_PVI.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TPJ_20230130T091129_PVI.tif',
}
'T35TPJ_20230130T091129_TCI.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'T35TPJ_20230130T091129_TCI.tif',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/GRANULE/L1C_T35TPJ_A030821_20230130T091214/IMG_DATA/T35TPJ_20230130T091129_TCI.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
roles: ['data' ],
title: 'T35TPJ_20230130T091129_TCI.tif',
eo:bands: [{ 'name': 'B04' , 'common_name': 'red' , 'description': 'Band 4 - Red' , 'center_wavelength': 0.665 , 'full_width_half_max': 0.038 } ,
{ 'name': 'B03' , 'common_name': 'green' , 'description': 'Band 3 - Green' , 'center_wavelength': 0.56 , 'full_width_half_max': 0.045 } ,
{ 'name': 'B02' , 'common_name': 'blue' , 'description': 'Band 2 - Blue' , 'center_wavelength': 0.49 , 'full_width_half_max': 0.098 } ],
proj:bbox: [600000.0 , 4790220.0 , 709800.0 , 4900020.0 ],
proj:epsg: 32635,
proj:shape: [10980 , 10980 ],
proj:transform: [10.0 , 0.0 , 600000.0 , 0.0 , -10.0 , 4900020.0 , 0.0 , 0.0 , 1.0 ],
}
'manifest.safe':  { 'roles': '['metadata']',  'type': 'application/xml',  'title': 'manifest.safe',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/manifest.safe',
type: 'application/xml',
roles: ['metadata' ],
title: 'manifest.safe',
}
'quicklook.jpg':  { 'roles': '['overview']',  'type': 'image/jpeg',  'title': 'quicklook.jpg',  ... } {
href: 'https://storage.info.uvt.ro/eodata/Sentinel-2/2023/1/30/35TPJ/S2B_MSIL1C_20230130T091129_N0509_R050_T35TPJ_20230130T094735.SAFE/quicklook.jpg',
type: 'image/jpeg',
roles: ['overview' ],
title: 'quicklook.jpg',
}
geometry

STAC Static catalog client#

EODAG can search for items over a STAC static catalog using StaticStacSearch plugin. Path to the catalog (or item) must be set as search.api_endpoint and the download plugin can also be set (HTTPDownload by default) depending on the provider.

Here is an example with a catalog from https://stacindex.org/catalogs/spot-orthoimages-canada-2005, which will use HTTPDownload as download plugin, without credentials as no authentication is needed for download.

See download plugins documentation for other available plugins.

Warning

Please note that StaticStacSearch plugin development is still at an early stage. If search is too slow using this plugin, please use a catalog with less elements.

[10]:

# Decrease logging level
setup_logging(verbose=1)

# add the provider
dag.add_provider(
    "stac_http_provider",
    search={
        "type": "StaticStacSearch",
        "api_endpoint": "https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/catalog.json",
        "timeout": 60,
    },
)

Let’s perform search :

[11]:

from shapely.geometry import Polygon

search_polygon = Polygon([(-70, 45), (-75, 47), (-80, 47), (-80, 44)])
query_args = {
    "provider": "stac_http_provider",
    "collection": "canada_spot5_orthoimages",
    "start": "2007-05-01",
    "end": "2007-05-06" ,
    "geom": search_polygon,
}
products = dag.search(**query_args)
products

[11]:
SearchResult (27)
0  EOProduct(id=S5_07629_4536_20070923, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07629_4536_20070923',
properties: (9){
datetime: '2007-09-23T00:00:00Z',
id: 'S5_07629_4536_20070923',
title: 'S5_07629_4536_20070923',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07629_4536_20070923/S5_07629_4536_20070923.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07629_4536_20070923/s5_07629_4536_20070923_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
'm20_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07629_4536_20070923/S5_07629_4536_20070923_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
'm20_2_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_2_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07629_4536_20070923/S5_07629_4536_20070923_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
'm20_3_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_3_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07629_4536_20070923/S5_07629_4536_20070923_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
'm20_4_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_4_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07629_4536_20070923/S5_07629_4536_20070923_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07629_4536_20070923/S5_07629_4536_20070923_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
's5_07629_4536_20070923_tn.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 's5_07629_4536_20070923_tn.jpg',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07629_4536_20070923/s5_07629_4536_20070923_tn.jpg',
type: 'image/jpeg',
title: 's5_07629_4536_20070923_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
1  EOProduct(id=S5_07702_4605_20070505, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07702_4605_20070505',
properties: (9){
datetime: '2007-05-05T00:00:00Z',
id: 'S5_07702_4605_20070505',
title: 'S5_07702_4605_20070505',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07702_4605_20070505/S5_07702_4605_20070505.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07702_4605_20070505/s5_07702_4605_20070505_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
'm20_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07702_4605_20070505/S5_07702_4605_20070505_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
'm20_2_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_2_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07702_4605_20070505/S5_07702_4605_20070505_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
'm20_3_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_3_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07702_4605_20070505/S5_07702_4605_20070505_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
'm20_4_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_4_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07702_4605_20070505/S5_07702_4605_20070505_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07702_4605_20070505/S5_07702_4605_20070505_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
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2  EOProduct(id=S5_07351_4507_20070918, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07351_4507_20070918',
properties: (9){
datetime: '2007-09-18T00:00:00Z',
id: 'S5_07351_4507_20070918',
title: 'S5_07351_4507_20070918',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
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{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
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3  EOProduct(id=S5_07713_4536_20070505, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07713_4536_20070505',
properties: (9){
datetime: '2007-05-05T00:00:00Z',
id: 'S5_07713_4536_20070505',
title: 'S5_07713_4536_20070505',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
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{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07713_4536_20070505/S5_07713_4536_20070505.json',
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4  EOProduct(id=S5_07619_4605_20070923, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07619_4605_20070923',
properties: (9){
datetime: '2007-09-23T00:00:00Z',
id: 'S5_07619_4605_20070923',
title: 'S5_07619_4605_20070923',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
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{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
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eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07619_4605_20070923/S5_07619_4605_20070923.json',
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order:status: 'succeeded',
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}
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geometry
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5  EOProduct(id=S5_07129_4536_20070924, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07129_4536_20070924',
properties: (9){
datetime: '2007-09-24T00:00:00Z',
id: 'S5_07129_4536_20070924',
title: 'S5_07129_4536_20070924',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
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{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
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eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07129_4536_20070924/S5_07129_4536_20070924.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07129_4536_20070924/s5_07129_4536_20070924_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
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assets: (6)
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title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
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roles: ['data' ],
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roles: ['data' ],
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title: 'p10_1_lcc00_cog.tif',
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geometry
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6  EOProduct(id=S5_07600_4507_20070902, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07600_4507_20070902',
properties: (9){
datetime: '2007-09-02T00:00:00Z',
id: 'S5_07600_4507_20070902',
title: 'S5_07600_4507_20070902',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
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{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07600_4507_20070902/S5_07600_4507_20070902.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07600_4507_20070902/s5_07600_4507_20070902_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
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assets: (6)
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}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07600_4507_20070902/s5_07600_4507_20070902_tn.jpg',
type: 'image/jpeg',
title: 's5_07600_4507_20070902_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
7  EOProduct(id=S5_07525_4438_20070828, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07525_4438_20070828',
properties: (9){
datetime: '2007-08-28T00:00:00Z',
id: 'S5_07525_4438_20070828',
title: 'S5_07525_4438_20070828',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07525_4438_20070828/S5_07525_4438_20070828.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07525_4438_20070828/s5_07525_4438_20070828_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07525_4438_20070828/S5_07525_4438_20070828_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07525_4438_20070828/S5_07525_4438_20070828_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07525_4438_20070828/S5_07525_4438_20070828_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07525_4438_20070828/S5_07525_4438_20070828_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07525_4438_20070828/S5_07525_4438_20070828_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07525_4438_20070828/s5_07525_4438_20070828_tn.jpg',
type: 'image/jpeg',
title: 's5_07525_4438_20070828_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
8  EOProduct(id=S5_07050_4536_20070829, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07050_4536_20070829',
properties: (9){
datetime: '2007-08-29T00:00:00Z',
id: 'S5_07050_4536_20070829',
title: 'S5_07050_4536_20070829',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07050_4536_20070829/S5_07050_4536_20070829.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07050_4536_20070829/s5_07050_4536_20070829_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07050_4536_20070829/S5_07050_4536_20070829_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07050_4536_20070829/S5_07050_4536_20070829_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07050_4536_20070829/S5_07050_4536_20070829_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07050_4536_20070829/S5_07050_4536_20070829_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07050_4536_20070829/S5_07050_4536_20070829_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07050_4536_20070829/s5_07050_4536_20070829_tn.jpg',
type: 'image/jpeg',
title: 's5_07050_4536_20070829_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
9  EOProduct(id=S5_07904_4438_20070811, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07904_4438_20070811',
properties: (9){
datetime: '2007-08-11T00:00:00Z',
id: 'S5_07904_4438_20070811',
title: 'S5_07904_4438_20070811',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07904_4438_20070811/S5_07904_4438_20070811.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07904_4438_20070811/s5_07904_4438_20070811_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07904_4438_20070811/S5_07904_4438_20070811_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
'm20_2_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_2_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07904_4438_20070811/S5_07904_4438_20070811_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
'm20_3_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_3_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07904_4438_20070811/S5_07904_4438_20070811_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07904_4438_20070811/S5_07904_4438_20070811_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07904_4438_20070811/S5_07904_4438_20070811_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
's5_07904_4438_20070811_tn.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 's5_07904_4438_20070811_tn.jpg',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07904_4438_20070811/s5_07904_4438_20070811_tn.jpg',
type: 'image/jpeg',
title: 's5_07904_4438_20070811_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
10  EOProduct(id=S5_07340_4536_20070918, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07340_4536_20070918',
properties: (9){
datetime: '2007-09-18T00:00:00Z',
id: 'S5_07340_4536_20070918',
title: 'S5_07340_4536_20070918',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07340_4536_20070918/S5_07340_4536_20070918.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07340_4536_20070918/s5_07340_4536_20070918_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07340_4536_20070918/S5_07340_4536_20070918_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07340_4536_20070918/S5_07340_4536_20070918_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07340_4536_20070918/S5_07340_4536_20070918_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07340_4536_20070918/S5_07340_4536_20070918_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
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type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07340_4536_20070918/s5_07340_4536_20070918_tn.jpg',
type: 'image/jpeg',
title: 's5_07340_4536_20070918_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
11  EOProduct(id=S5_07703_4409_20070907, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07703_4409_20070907',
properties: (9){
datetime: '2007-09-07T00:00:00Z',
id: 'S5_07703_4409_20070907',
title: 'S5_07703_4409_20070907',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07703_4409_20070907/S5_07703_4409_20070907.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07703_4409_20070907/s5_07703_4409_20070907_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (1)
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href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07703_4409_20070907/s5_07703_4409_20070907_tn.jpg',
type: 'image/jpeg',
title: 's5_07703_4409_20070907_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
12  EOProduct(id=S5_07957_4409_20070906, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07957_4409_20070906',
properties: (9){
datetime: '2007-09-06T00:00:00Z',
id: 'S5_07957_4409_20070906',
title: 'S5_07957_4409_20070906',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07957_4409_20070906/S5_07957_4409_20070906.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07957_4409_20070906/s5_07957_4409_20070906_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
'm20_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07957_4409_20070906/S5_07957_4409_20070906_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
'm20_2_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_2_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07957_4409_20070906/S5_07957_4409_20070906_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
'm20_3_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_3_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07957_4409_20070906/S5_07957_4409_20070906_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
'm20_4_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_4_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07957_4409_20070906/S5_07957_4409_20070906_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07957_4409_20070906/S5_07957_4409_20070906_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
's5_07957_4409_20070906_tn.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 's5_07957_4409_20070906_tn.jpg',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07957_4409_20070906/s5_07957_4409_20070906_tn.jpg',
type: 'image/jpeg',
title: 's5_07957_4409_20070906_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
13  EOProduct(id=S5_07724_4507_20070505, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07724_4507_20070505',
properties: (9){
datetime: '2007-05-05T00:00:00Z',
id: 'S5_07724_4507_20070505',
title: 'S5_07724_4507_20070505',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07724_4507_20070505/S5_07724_4507_20070505.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07724_4507_20070505/s5_07724_4507_20070505_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
's5_07724_4507_20070505_m20_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 's5_07724_4507_20070505_m20_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07724_4507_20070505/s5_07724_4507_20070505_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 's5_07724_4507_20070505_m20_1_lcc00_cog.tif',
roles: ['data' ],
}
's5_07724_4507_20070505_m20_2_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 's5_07724_4507_20070505_m20_2_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07724_4507_20070505/s5_07724_4507_20070505_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 's5_07724_4507_20070505_m20_2_lcc00_cog.tif',
roles: ['data' ],
}
's5_07724_4507_20070505_m20_3_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 's5_07724_4507_20070505_m20_3_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07724_4507_20070505/s5_07724_4507_20070505_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 's5_07724_4507_20070505_m20_3_lcc00_cog.tif',
roles: ['data' ],
}
's5_07724_4507_20070505_m20_4_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 's5_07724_4507_20070505_m20_4_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07724_4507_20070505/s5_07724_4507_20070505_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 's5_07724_4507_20070505_m20_4_lcc00_cog.tif',
roles: ['data' ],
}
's5_07724_4507_20070505_p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 's5_07724_4507_20070505_p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07724_4507_20070505/s5_07724_4507_20070505_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 's5_07724_4507_20070505_p10_1_lcc00_cog.tif',
roles: ['data' ],
}
's5_07724_4507_20070505_tn.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 's5_07724_4507_20070505_tn.jpg',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07724_4507_20070505/s5_07724_4507_20070505_tn.jpg',
type: 'image/jpeg',
title: 's5_07724_4507_20070505_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
14  EOProduct(id=S5_07060_4507_20070829, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07060_4507_20070829',
properties: (9){
datetime: '2007-08-29T00:00:00Z',
id: 'S5_07060_4507_20070829',
title: 'S5_07060_4507_20070829',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07060_4507_20070829/S5_07060_4507_20070829.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07060_4507_20070829/s5_07060_4507_20070829_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
'm20_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07060_4507_20070829/S5_07060_4507_20070829_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
'm20_2_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_2_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07060_4507_20070829/S5_07060_4507_20070829_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
'm20_3_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_3_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07060_4507_20070829/S5_07060_4507_20070829_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
'm20_4_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_4_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07060_4507_20070829/S5_07060_4507_20070829_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07060_4507_20070829/S5_07060_4507_20070829_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
's5_07060_4507_20070829_tn.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 's5_07060_4507_20070829_tn.jpg',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07060_4507_20070829/s5_07060_4507_20070829_tn.jpg',
type: 'image/jpeg',
title: 's5_07060_4507_20070829_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
15  EOProduct(id=S5_07609_4634_20070923, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07609_4634_20070923',
properties: (9){
datetime: '2007-09-23T00:00:00Z',
id: 'S5_07609_4634_20070923',
title: 'S5_07609_4634_20070923',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07609_4634_20070923/S5_07609_4634_20070923.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07609_4634_20070923/s5_07609_4634_20070923_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
'm20_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07609_4634_20070923/S5_07609_4634_20070923_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
'm20_2_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_2_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07609_4634_20070923/S5_07609_4634_20070923_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
'm20_3_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_3_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07609_4634_20070923/S5_07609_4634_20070923_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
'm20_4_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_4_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07609_4634_20070923/S5_07609_4634_20070923_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07609_4634_20070923/S5_07609_4634_20070923_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
's5_07609_4634_20070923_tn.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 's5_07609_4634_20070923_tn.jpg',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07609_4634_20070923/s5_07609_4634_20070923_tn.jpg',
type: 'image/jpeg',
title: 's5_07609_4634_20070923_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail
16  EOProduct(id=S5_07314_4634_20070807, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07314_4634_20070807',
properties: (9){
datetime: '2007-08-07T00:00:00Z',
id: 'S5_07314_4634_20070807',
title: 'S5_07314_4634_20070807',
eo:bands: [{ 'name': 'Panchromatic' , 'common_name': 'panchromatic' , 'description': 'Panchromatic: 480-710 nm' } ,
{ 'name': 'Green' , 'common_name': 'green' , 'description': 'Green: 500-590 nm' } ,
{ 'name': 'Red' , 'common_name': 'red' , 'description': 'Red: 610-680 nm' } ,
{ 'name': 'Near Infrared' , 'common_name': 'nir' , 'description': 'Near Infrared: 780-890 nm' } ,
{ 'name': 'ShortWave Infrared' , 'common_name': 'swir' , 'description': 'ShortWave Infrared: 1580-1750 nm' } ],
eo:gsd: 20,
eodag:download_link: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07314_4634_20070807/S5_07314_4634_20070807.json',
eodag:thumbnail: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07314_4634_20070807/s5_07314_4634_20070807_tn.jpg',
order:status: 'succeeded',
proj:epsg: 3979,
}
assets: (6)
'm20_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07314_4634_20070807/S5_07314_4634_20070807_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
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17  EOProduct(id=S5_07916_4409_20070811, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
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18  EOProduct(id=S5_07724_4634_20070827, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
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EOProduct
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20  EOProduct(id=S5_07944_4634_20071118, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07944_4634_20071118',
properties: (9){
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21  EOProduct(id=S5_07515_4507_20070828, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
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22  EOProduct(id=S5_07245_4605_20070521, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
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23  EOProduct(id=S5_07711_4702_20070827, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
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24  EOProduct(id=S5_07139_4507_20070924, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07139_4507_20070924',
properties: (9){
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25  EOProduct(id=S5_07900_4634_20070801, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07900_4634_20070801',
properties: (9){
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id: 'S5_07900_4634_20070801',
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26  EOProduct(id=S5_07610_4438_20070626, provider=stac_http_provider)
EOProduct
provider: 'stac_http_provider',
collection: 'canada_spot5_orthoimages',
properties["id"]: 'S5_07610_4438_20070626',
properties: (9){
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roles: ['data' ],
}
'm20_3_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_3_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/S5_07610_4438_20070626_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
'm20_4_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_4_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/S5_07610_4438_20070626_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/S5_07610_4438_20070626_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
's5_07610_4438_20070626_tn.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 's5_07610_4438_20070626_tn.jpg',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/s5_07610_4438_20070626_tn.jpg',
type: 'image/jpeg',
title: 's5_07610_4438_20070626_tn.jpg',
roles: ['auxiliary' ],
}
geometry
 thumbnail

Plot products and search polygon on map

[12]:

import ipyleaflet as ipyl

m = ipyl.Map(center=(45, -75), zoom=5)

polygon_layer = ipyl.GeoJSON(data=search_polygon.__geo_interface__, style=dict(color='blue'))
m.add_layer(polygon_layer)

items_layer = ipyl.GeoJSON(data=products.as_geojson_object(), style=dict(color='green'))
m.add_layer(items_layer)
m

[12]:

Check last product assets

[13]:

products[-1].assets

[13]:
AssetsDict (6)
'm20_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/S5_07610_4438_20070626_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
}
'm20_2_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_2_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/S5_07610_4438_20070626_m20_2_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_2_lcc00_cog.tif',
roles: ['data' ],
}
'm20_3_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_3_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/S5_07610_4438_20070626_m20_3_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_3_lcc00_cog.tif',
roles: ['data' ],
}
'm20_4_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'm20_4_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/S5_07610_4438_20070626_m20_4_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_4_lcc00_cog.tif',
roles: ['data' ],
}
'p10_1_lcc00_cog.tif':  { 'roles': '['data']',  'type': 'image/tiff; application=geotiff; profile=cloud-optimized',  'title': 'p10_1_lcc00_cog.tif',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/S5_07610_4438_20070626_p10_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'p10_1_lcc00_cog.tif',
roles: ['data' ],
}
's5_07610_4438_20070626_tn.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 's5_07610_4438_20070626_tn.jpg',  ... } {
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/s5_07610_4438_20070626_tn.jpg',
type: 'image/jpeg',
title: 's5_07610_4438_20070626_tn.jpg',
roles: ['auxiliary' ],
}

Download first asset:

[14]:

first_asset = next(iter(products[-1].assets.values()))
first_asset

[14]:
Asset - m20_1_lcc00_cog.tif
{
href: 'https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_07610_4438_20070626/S5_07610_4438_20070626_m20_1_lcc00_cog.tif',
type: 'image/tiff; application=geotiff; profile=cloud-optimized',
title: 'm20_1_lcc00_cog.tif',
roles: ['data' ],
} 
[15]:

path = first_asset.download(output_dir="/tmp")
path

[15]:

'/tmp/S5_07610_4438_20070626'

[ ]: