{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# EnMAP L2A HSI Products\n", "\n", "EnMAP (Environmental Mapping and Analysis Program) is the first German hyperspectral satellite mission for Earth observation. Imaging spectrometers measure solar radiation reflected by Earth’s surface from visible light to short-wave infrared. This allows precise conclusions to be drawn about the condition of and changes to the planet’s surface.\n", "\n", "The 'EnMAP L2A HSI Products'-collection provides all 224 bands as [CEOS-ARD](https://ceos.org/ard/) data using athmosperic correction over land.\n", "L2A Products provide a complete atmospheric correction of the orthorectified EnMAP L1C product. The L1C processor orthorectifies image tiles from the VNIR and SWIR instrument independently. After the orthorectification the two image tiles are co-registered (requirement better than 0.2-pixel size) and form a geometric consistent product over the whole wavelength range.\n", "The result of the atmosphere correction is reflectance [in % units] values and pixel classification (quality layers).\n", "\n", "One Product consists of the following files:\n", "\n", "- ENMAP.HSI.L2A-SPECTRAL_IMAGE\n", "- ENMAP.HSI.L2A-METADATA\n", "- ENMAP.HSI.L2A-STAC_JSON\n", "- ENMAP.HSI.L2A-QL\n", " - QL_VNIR\n", " - QL_VNIR_THUMBNAIL\n", " - QL_SWIR\n", " - QL_QUALITY_CLASSES\n", " - QL_QUALITY_CLOUD\n", " - QL_QUALITY_CLOUDSHADOW\n", " - QL_QUALITY_HAZE\n", " - QL_QUALITY_CIRRUS\n", " - QL_QUALITY_SNOW\n", " - QL_QUALITY_TESTFLAGS\n", " - QL_QUALITY_PIXELMASK\n", "\n", "\n", "This notebook provides informations on how to programmatically access this collection, which is using the UserManagementSystem [UMS] to authenticate users. To execute the script and the terminal commands, a valid useraccount is needed for the requested dataset.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Download using the STAC-API and python\n", "\n", "The first step is to connect to the [EOC Geoservice STAC API](https://geoservice.dlr.de/eoc/ogc/stac/v1) and to query the [EnMAP L2A HSI](https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A) collection.\n", "In the first case we query data that have the boundingbox (bbox) of the DLR Oberpfaffenhofen and were acquired in the year 2023. 4 Items will be found.\n", "In the second query we have the same bbox and time but add a filter for \"enmap:overallQuality\" to gain only results with a \"nominal quality\"." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "metadata": {} }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4 items found\n" ] }, { "data": { "text/html": [ "\n", "\n", "
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Items

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Item: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z

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id: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
bbox: [11.0001767, 47.8630601, 11.5537747, 48.2048981]
version: 01.04.02
created: 2024-06-30T09:24:48.048+00:00
updated: 2024-06-30T09:24:48.048+00:00
datetime: 2023-06-29T11:01:32Z
start_datetime: 2023-06-29T11:01:32.798420Z
end_datetime: 2023-06-29T11:01:37.333108Z
platform: enmap
proj:epsg: None
sat:relative_orbit: 6689
sat:orbit_state: DESCENDING
eo:cloud_cover: 0
eo:snow_cover: 0
view:sun_azimuth: 350.874064
view:sun_elevation: 64.969432
processing:facility: NZ
processing:level: L2A
eop:sensorType: OPTICAL
card4l:eastern_geometric_accuracy: 3.0
card4l:geometric_accuracy_radial_rmse: 5.0
card4l:northern_geometric_accuracy: 4.0
card4l:specification: SR
card4l:specification_version: 5.0
enmap:SWIRAorSWIRBSelected: SWIRA
enmap:acquisitionConfiguration: earth
enmap:acquisitionType: EARTH
enmap:acrossOffNadirAngle: -16.9049588592
enmap:alongOffNadirAngle: -0.972383900038
enmap:archivedVersion: 01.04.02
enmap:biomeType: Temperate Broadleaf and Mixed Forests
enmap:cirrus_cover: 1
enmap:cloud_shadow: 0
enmap:compressionType: COMPRESSED
enmap:datatakeID: 0000024647
enmap:defectivePixelsSWIR: 22
enmap:defectivePixelsVNIR: 2
enmap:haze_cover: 3
enmap:imageID: 0000006018
enmap:instrumentStatusOK: true
enmap:missionPhase: routine
enmap:nodata: -32768
enmap:non_cloud_shadow: 0
enmap:numberOfTiles: 33
enmap:orbitNo: 6689
enmap:overallQuality: 0
enmap:overallQualitySWIR: 0
enmap:overallQualityVNIR: 0
enmap:ozoneValue: 312
enmap:phase: routine
enmap:processingDate: 2024-06-30T02:07:48.172455Z
enmap:productScreeningFailedGroups: NONE
enmap:productScreeningResultStatus: OK
enmap:qualityAtmosphere: 0
enmap:saturationCrosstalkSWIR: 0
enmap:saturationCrosstalkVNIR: 0
enmap:sceneAOT: 77
enmap:sceneAtmospericParameters: 0
enmap:sceneAzimuthAngle: 14.5470313399
enmap:sceneSunglint: 0
enmap:sceneTerrain: 0
enmap:sceneWV: 2091
enmap:season: summer
enmap:status: NOMINAL
enmap:statusSWIR: on
enmap:statusVNIR: on
enmap:sunAzimuthAngle: 170.874064
enmap:sunElevationAngle: 64.969432
enmap:swirNumberChannelsMissing: 0
enmap:tileID: 25
enmap:vnirNumberChannelsMissing: 0
enmap:water_cover: 8
eo:instrument: HSI
sci:citation: DLR (2024): EnMAP L0 Product 0000024647_25_L0_20230629T123425_010402_240630 doi: 10.15489/rlyibn8gjc58 Processed to level 2A (parameters: U0BLNNTS312G)
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STAC Extensions

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https://stac-extensions.github.io/eo/v1.1.0/schema.json
https://stac-extensions.github.io/view/v1.0.0/schema.json
https://stac-extensions.github.io/projection/v1.0.0/schema.json
https://stac-extensions.github.io/processing/v1.0.0/schema.json
https://stac-extensions.github.io/scientific/v1.0.0/schema.json
https://stac-extensions.github.io/sat/v1.0.0/schema.json
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Assets

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Asset: Metadata

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-METADATA.XML
type: application/xml
title: Metadata
description: Original XML metadata
roles: ['metadata']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Spectral Image

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-SPECTRAL_IMAGE_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Spectral Image
description: Earth image measurement data covering 1 tile (30x30km) in orthorectified geometry
roles: ['data']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
eo:bands: [{'name': 1, 'center_wavelength': 418.416, 'full_width_half_max': 6.99561, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 2, 'center_wavelength': 424.043, 'full_width_half_max': 6.6675, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 3, 'center_wavelength': 429.457, 'full_width_half_max': 6.42408, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 4, 'center_wavelength': 434.686, 'full_width_half_max': 6.25124, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 5, 'center_wavelength': 439.757, 'full_width_half_max': 6.13485, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 6, 'center_wavelength': 444.699, 'full_width_half_max': 6.06076, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 7, 'center_wavelength': 449.539, 'full_width_half_max': 6.01486, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 8, 'center_wavelength': 454.306, 'full_width_half_max': 5.98302, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 9, 'center_wavelength': 459.031, 'full_width_half_max': 5.95232, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 10, 'center_wavelength': 463.73, 'full_width_half_max': 5.9199, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 11, 'center_wavelength': 468.411, 'full_width_half_max': 5.88775, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 12, 'center_wavelength': 473.08, 'full_width_half_max': 5.8579, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 13, 'center_wavelength': 477.744, 'full_width_half_max': 5.83239, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 14, 'center_wavelength': 482.411, 'full_width_half_max': 5.81325, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 15, 'center_wavelength': 487.087, 'full_width_half_max': 5.8025, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 16, 'center_wavelength': 491.78, 'full_width_half_max': 5.8022, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 17, 'center_wavelength': 496.497, 'full_width_half_max': 5.81407, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 18, 'center_wavelength': 501.243, 'full_width_half_max': 5.83751, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 19, 'center_wavelength': 506.02, 'full_width_half_max': 5.87076, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 20, 'center_wavelength': 510.828, 'full_width_half_max': 5.91208, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 21, 'center_wavelength': 515.672, 'full_width_half_max': 5.95969, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 22, 'center_wavelength': 520.55, 'full_width_half_max': 6.01183, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 23, 'center_wavelength': 525.467, 'full_width_half_max': 6.06674, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 24, 'center_wavelength': 530.424, 'full_width_half_max': 6.12279, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 25, 'center_wavelength': 535.422, 'full_width_half_max': 6.1794, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 26, 'center_wavelength': 540.463, 'full_width_half_max': 6.23648, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 27, 'center_wavelength': 545.551, 'full_width_half_max': 6.29397, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 28, 'center_wavelength': 550.687, 'full_width_half_max': 6.35179, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 29, 'center_wavelength': 555.873, 'full_width_half_max': 6.40987, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 30, 'center_wavelength': 561.112, 'full_width_half_max': 6.46815, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 31, 'center_wavelength': 566.405, 'full_width_half_max': 6.52654, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 32, 'center_wavelength': 571.756, 'full_width_half_max': 6.58497, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 33, 'center_wavelength': 577.166, 'full_width_half_max': 6.64338, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 34, 'center_wavelength': 582.636, 'full_width_half_max': 6.70177, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 35, 'center_wavelength': 588.171, 'full_width_half_max': 6.76072, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 36, 'center_wavelength': 593.773, 'full_width_half_max': 6.82113, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 37, 'center_wavelength': 599.446, 'full_width_half_max': 6.88388, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 38, 'center_wavelength': 605.193, 'full_width_half_max': 6.94987, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 39, 'center_wavelength': 611.017, 'full_width_half_max': 7.01999, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 40, 'center_wavelength': 616.923, 'full_width_half_max': 7.09511, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 41, 'center_wavelength': 622.92, 'full_width_half_max': 7.17533, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 42, 'center_wavelength': 628.987, 'full_width_half_max': 7.25495, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 43, 'center_wavelength': 635.112, 'full_width_half_max': 7.33145, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 44, 'center_wavelength': 641.294, 'full_width_half_max': 7.40537, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 45, 'center_wavelength': 647.537, 'full_width_half_max': 7.47729, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 46, 'center_wavelength': 653.841, 'full_width_half_max': 7.54777, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 47, 'center_wavelength': 660.207, 'full_width_half_max': 7.61738, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 48, 'center_wavelength': 666.637, 'full_width_half_max': 7.68669, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 49, 'center_wavelength': 673.131, 'full_width_half_max': 7.75628, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 50, 'center_wavelength': 679.691, 'full_width_half_max': 7.8267, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 51, 'center_wavelength': 686.319, 'full_width_half_max': 7.89853, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 52, 'center_wavelength': 693.014, 'full_width_half_max': 7.97235, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 53, 'center_wavelength': 699.78, 'full_width_half_max': 8.04871, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 54, 'center_wavelength': 706.617, 'full_width_half_max': 8.1281, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 55, 'center_wavelength': 713.524, 'full_width_half_max': 8.2102, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 56, 'center_wavelength': 720.501, 'full_width_half_max': 8.29433, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 57, 'center_wavelength': 727.545, 'full_width_half_max': 8.3798, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 58, 'center_wavelength': 734.654, 'full_width_half_max': 8.46592, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 59, 'center_wavelength': 741.826, 'full_width_half_max': 8.552, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 60, 'center_wavelength': 749.06, 'full_width_half_max': 8.63735, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 61, 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Asset: Quicklook VNIR

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook VNIR
description: Vear Near Infrared (VNIR) quicklook in orthorectified geometry
roles: ['overview', 'visual']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Thumbnail VNIR

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type: image/jpeg
title: Thumbnail VNIR
description: Visible Near Infrared (VNIR) thumbnail in orthorectified geometry
roles: ['thumbnail']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Quicklook SWIR

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook SWIR
description: Short-wave Infrared quicklook in orthorectified geometry
roles: ['overview']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Quality classes

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality classes
description: Classes quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Quality cloud

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud
description: Cloud quality layer
roles: ['quality', 'cloud']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 963584, 0, 0, 0, 0]}}]
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proj:shape: [1244, 1354]
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Asset: Quality cloud shadow

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud shadow
description: Cloud shadow quality layer
roles: ['quality', 'cloud-shadow']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.001065812632837407, 'minimum': 0, 'maximum': 1, 'stddev': 0.032629383632993905, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': 0.0, 'max': 1.0, 'buckets': [962557, 0, 0, 0, 0, 0, 0, 0, 0, 1027]}}]
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Asset: Quality haze

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality haze
description: Haze quality layer
roles: ['quality', 'haze']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Quality cirrus

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-QL_QUALITY_CIRRUS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cirrus
description: Cirrus quality layer
roles: ['quality', 'cirrus']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.00419475624335813, 'minimum': 0, 'maximum': 3, 'stddev': 0.07367996815705903, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': 0.0, 'max': 3.0, 'buckets': [960127, 0, 0, 2890, 0, 0, 549, 0, 0, 18]}}]
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Asset: Quality snow

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-QL_QUALITY_SNOW_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality snow
description: Snow quality layer
roles: ['quality', 'snow']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 963584, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Asset: Quality test flags

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-QL_QUALITY_TESTFLAGS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality test flags
description: Test flags quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.012855132505313496, 'minimum': 0, 'maximum': 50, 'stddev': 0.30906682721482176, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': 0.0, 'max': 50.0, 'buckets': [963517, 0, 0, 53, 0, 0, 2, 0, 0, 12]}}]
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Asset: Defective pixel mask

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-QL_PIXELMASK_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Defective pixel mask
description: Defective pixel mask layer
roles: ['quality', 'data-mask']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Links

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Link: EOC EO Products Service

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rel: root
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/
type: application/json
title: EOC EO Products Service
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Link: Parent

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rel: parent
href: https://geoservice.dlr.de/eoc/ogc/stac/v1?f=application/json
type: application/json
title: Parent
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Link: Self

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rel: self
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Self
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Link: Item

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rel: item
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Item
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Link: Item as HTML

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rel: alternate
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z?f=text%2Fhtml
type: text/html
title: Item as HTML
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Link: Items

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Items
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Link: Items as HTML

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=text%2Fhtml
type: text/html
title: Items as HTML
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Link: Collection

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=application%2Fjson
type: application/json
title: Collection
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Link: Collection as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=text%2Fhtml
type: text/html
title: Collection as HTML
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Link: Collections

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=application%2Fjson
type: application/json
title: Collections
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Link: Collections as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=text%2Fhtml
type: text/html
title: Collections as HTML
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Link: OpenSearch GeoJSON

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rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z&httpAccept=application%2Fgeo%2Bjson
type: application/geo+json
title: OpenSearch GeoJSON
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Link: OpenSearch Atom XML

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rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z&httpAccept=application%2Fatom%2Bxml
type: application/atom+xml
title: OpenSearch Atom XML
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Link: OpenSearch O&M XML

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rel: item
href: https://geoservice.dlr.de/eoc/oseo/metadata?parentId=ENMAP_HSI_L2A&uid=ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z&httpAccept=application%2Fgml%2Bxml
type: application/gml+xml
title: OpenSearch O&M XML
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Link: Queryables

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rel: http://www.opengis.net/def/rel/ogc/1.0/queryables
href: https://geoservice.dlr.de/eoc/ogc/stac/collections/ENMAP_HSI_L2A/queryables?f=json
type: application/schema+json
title: Queryables
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Item: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z

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id: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
bbox: [10.7926601, 47.8944776, 11.2945292, 48.222184]
version: 01.04.02
created: 2024-05-21T21:43:57.197+00:00
updated: 2024-05-21T21:43:57.197+00:00
datetime: 2023-04-01T10:54:24Z
start_datetime: 2023-04-01T10:54:24.029536Z
end_datetime: 2023-04-01T10:54:28.520757Z
platform: enmap
proj:epsg: None
sat:relative_orbit: 5377
sat:orbit_state: DESCENDING
eo:cloud_cover: 100
eo:snow_cover: 84
view:sun_azimuth: 350.864915
view:sun_elevation: 46.134089
processing:facility: NZ
processing:level: L2A
eop:sensorType: OPTICAL
card4l:eastern_geometric_accuracy: -999.0
card4l:geometric_accuracy_radial_rmse: -999.0
card4l:northern_geometric_accuracy: -999.0
card4l:specification: SR
card4l:specification_version: 5.0
enmap:SWIRAorSWIRBSelected: SWIRA
enmap:acquisitionConfiguration: earth
enmap:acquisitionType: EARTH
enmap:acrossOffNadirAngle: -4.76480315912
enmap:alongOffNadirAngle: -0.476172543351
enmap:archivedVersion: 01.04.02
enmap:biomeType: Temperate Broadleaf and Mixed Forests
enmap:cirrus_cover: 0
enmap:cloud_shadow: 0
enmap:compressionType: COMPRESSED
enmap:datatakeID: 0000011875
enmap:defectivePixelsSWIR: 12
enmap:defectivePixelsVNIR: 2
enmap:haze_cover: 0
enmap:imageID: 0000004596
enmap:instrumentStatusOK: true
enmap:missionPhase: routine
enmap:nodata: -32768
enmap:non_cloud_shadow: 0
enmap:numberOfTiles: 02
enmap:orbitNo: 5377
enmap:overallQuality: 2
enmap:overallQualitySWIR: 0
enmap:overallQualityVNIR: 0
enmap:ozoneValue: 381
enmap:phase: routine
enmap:processingDate: 2024-05-21T13:55:08.472649Z
enmap:productScreeningFailedGroups: NONE
enmap:productScreeningResultStatus: OK
enmap:qualityAtmosphere: 2
enmap:saturationCrosstalkSWIR: 0
enmap:saturationCrosstalkVNIR: 0
enmap:sceneAOT: 293
enmap:sceneAtmospericParameters: 5
enmap:sceneAzimuthAngle: 14.4907188992
enmap:sceneSunglint: 0
enmap:sceneTerrain: 0
enmap:sceneWV: 325
enmap:season: winter
enmap:status: NOMINAL
enmap:statusSWIR: on
enmap:statusVNIR: on
enmap:sunAzimuthAngle: 170.864915
enmap:sunElevationAngle: 46.134089
enmap:swirNumberChannelsMissing: 0
enmap:tileID: 01
enmap:vnirNumberChannelsMissing: 0
enmap:water_cover: 0
eo:instrument: HSI
sci:citation: DLR (2024): EnMAP L0 Product 0000011875_01_L0_20230401T201921_010402_240521 doi: 10.15489/rlyibn8gjc58 Processed to level 2A (parameters: U0BLNNTW381G)
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STAC Extensions

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https://stac-extensions.github.io/eo/v1.1.0/schema.json
https://stac-extensions.github.io/view/v1.0.0/schema.json
https://stac-extensions.github.io/projection/v1.0.0/schema.json
https://stac-extensions.github.io/processing/v1.0.0/schema.json
https://stac-extensions.github.io/scientific/v1.0.0/schema.json
https://stac-extensions.github.io/sat/v1.0.0/schema.json
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Assets

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Asset: Metadata

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-METADATA.XML
type: application/xml
title: Metadata
description: Original XML metadata
roles: ['metadata']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
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Asset: Spectral Image

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-SPECTRAL_IMAGE_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Spectral Image
description: Earth image measurement data covering 1 tile (30x30km) in orthorectified geometry
roles: ['data']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
eo:bands: [{'name': 1, 'center_wavelength': 418.416, 'full_width_half_max': 6.99561, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 2, 'center_wavelength': 424.043, 'full_width_half_max': 6.6675, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 3, 'center_wavelength': 429.457, 'full_width_half_max': 6.42408, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 4, 'center_wavelength': 434.686, 'full_width_half_max': 6.25124, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 5, 'center_wavelength': 439.757, 'full_width_half_max': 6.13485, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 6, 'center_wavelength': 444.699, 'full_width_half_max': 6.06076, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 7, 'center_wavelength': 449.539, 'full_width_half_max': 6.01486, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 8, 'center_wavelength': 454.306, 'full_width_half_max': 5.98302, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 9, 'center_wavelength': 459.031, 'full_width_half_max': 5.95232, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 10, 'center_wavelength': 463.73, 'full_width_half_max': 5.9199, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 11, 'center_wavelength': 468.411, 'full_width_half_max': 5.88775, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 12, 'center_wavelength': 473.08, 'full_width_half_max': 5.8579, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 13, 'center_wavelength': 477.744, 'full_width_half_max': 5.83239, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 14, 'center_wavelength': 482.411, 'full_width_half_max': 5.81325, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 15, 'center_wavelength': 487.087, 'full_width_half_max': 5.8025, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 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76, 'center_wavelength': 871.683, 'full_width_half_max': 9.82161, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 77, 'center_wavelength': 879.692, 'full_width_half_max': 9.90551, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 78, 'center_wavelength': 887.729, 'full_width_half_max': 9.99089, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 79, 'center_wavelength': 895.789, 'full_width_half_max': 10.0772, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 80, 'center_wavelength': 901.962, 'full_width_half_max': 9.17725, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 81, 'center_wavelength': 903.87, 'full_width_half_max': 10.164, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 82, 'center_wavelength': 911.572, 'full_width_half_max': 9.31901, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 83, 'center_wavelength': 911.968, 'full_width_half_max': 10.2508, 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'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 218, 'center_wavelength': 2400, 'full_width_half_max': 7.35037, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 219, 'center_wavelength': 2407.62, 'full_width_half_max': 7.31957, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 220, 'center_wavelength': 2415.21, 'full_width_half_max': 7.28832, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 221, 'center_wavelength': 2422.78, 'full_width_half_max': 7.25659, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 222, 'center_wavelength': 2430.32, 'full_width_half_max': 7.22434, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 223, 'center_wavelength': 2437.83, 'full_width_half_max': 7.19152, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 224, 'center_wavelength': 2445.3, 'full_width_half_max': 7.1581, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}]
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Asset: Quicklook VNIR

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_VNIR_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook VNIR
description: Vear Near Infrared (VNIR) quicklook in orthorectified geometry
roles: ['overview', 'visual']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 222.66405156771793, 'minimum': 196, 'maximum': 244, 'stddev': 7.350715665010398, 'valid_percent': 69.22889686561562}, 'histogram': {'count': 11, 'min': 196.0, 'max': 244.0, 'buckets': [1946, 9629, 25214, 73714, 113460, 209810, 151163, 76820, 43131, 3308]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 223.79817423167347, 'minimum': 199, 'maximum': 244, 'stddev': 7.052951513323304, 'valid_percent': 69.22889686561562}, 'histogram': {'count': 11, 'min': 199.0, 'max': 244.0, 'buckets': [3274, 8365, 29370, 60340, 151724, 177312, 157558, 66822, 49166, 4264]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 224.9612056001525, 'minimum': 197, 'maximum': 244, 'stddev': 6.603609767488214, 'valid_percent': 69.22889686561562}, 'histogram': {'count': 11, 'min': 197.0, 'max': 244.0, 'buckets': [174, 5683, 14806, 34481, 104616, 214642, 167225, 109689, 52379, 4500]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 176.53368700731983, 'minimum': 0, 'maximum': 255, 'stddev': 117.69429696662533, 'valid_percent': 100.0}, 'histogram': {'count': 11, 'min': 0.0, 'max': 255.0, 'buckets': [314781, 0, 0, 0, 0, 0, 0, 0, 0, 708195]}}]
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Asset: Thumbnail VNIR

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_VNIR_COG_thumbnail.jpg
type: image/jpeg
title: Thumbnail VNIR
description: Visible Near Infrared (VNIR) thumbnail in orthorectified geometry
roles: ['thumbnail']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
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Asset: Quicklook SWIR

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_SWIR_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook SWIR
description: Short-wave Infrared quicklook in orthorectified geometry
roles: ['overview']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 149.83433658808661, 'minimum': 126, 'maximum': 177, 'stddev': 8.996636600070175, 'valid_percent': 69.22889686561562}, 'histogram': {'count': 11, 'min': 126.0, 'max': 177.0, 'buckets': [2486, 28363, 90972, 163745, 151649, 120221, 72057, 34956, 29555, 14191]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 147.8602221139658, 'minimum': 123, 'maximum': 186, 'stddev': 10.289228576227206, 'valid_percent': 69.22889686561562}, 'histogram': {'count': 11, 'min': 123.0, 'max': 186.0, 'buckets': [5331, 51050, 145970, 211858, 155264, 64100, 28629, 23114, 17843, 5036]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 211.43936486419702, 'minimum': 192, 'maximum': 225, 'stddev': 4.516600742989353, 'valid_percent': 69.22889686561562}, 'histogram': {'count': 11, 'min': 192.0, 'max': 225.0, 'buckets': [1965, 3575, 9276, 50695, 99828, 188221, 231919, 82884, 34823, 5009]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 176.53368700731983, 'minimum': 0, 'maximum': 255, 'stddev': 117.69429696662533, 'valid_percent': 100.0}, 'histogram': {'count': 11, 'min': 0.0, 'max': 255.0, 'buckets': [314781, 0, 0, 0, 0, 0, 0, 0, 0, 708195]}}]
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Asset: Quality classes

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_QUALITY_CLASSES_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality classes
description: Classes quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'nodata': 3.0, 'statistics': {'mean': 0.8374247205924922, 'minimum': 0, 'maximum': 1, 'stddev': 0.36897772010390895, 'valid_percent': 69.22889686561562}, 'histogram': {'count': 11, 'min': 0.0, 'max': 1.0, 'buckets': [115135, 0, 0, 0, 0, 0, 0, 0, 0, 593060]}}]
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Asset: Quality cloud

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_QUALITY_CLOUD_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud
description: Cloud quality layer
roles: ['quality', 'cloud']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.6922889686561562, 'minimum': 0, 'maximum': 1, 'stddev': 0.46154626261421694, 'valid_percent': 9.7754004004004e-05}, 'histogram': {'count': 11, 'min': 0.0, 'max': 1.0, 'buckets': [314781, 0, 0, 0, 0, 0, 0, 0, 0, 708195]}}]
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Asset: Quality cloud shadow

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_QUALITY_CLOUDSHADOW_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud shadow
description: Cloud shadow quality layer
roles: ['quality', 'cloud-shadow']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 9.7754004004004e-05}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 1022976, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Asset: Quality haze

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_QUALITY_HAZE_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality haze
description: Haze quality layer
roles: ['quality', 'haze']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 9.7754004004004e-05}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 1022976, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Asset: Quality cirrus

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_QUALITY_CIRRUS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cirrus
description: Cirrus quality layer
roles: ['quality', 'cirrus']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 9.7754004004004e-05}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 1022976, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Asset: Quality snow

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_QUALITY_SNOW_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality snow
description: Snow quality layer
roles: ['quality', 'snow']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.5797398961461462, 'minimum': 0, 'maximum': 1, 'stddev': 0.49360059659870936, 'valid_percent': 9.7754004004004e-05}, 'histogram': {'count': 11, 'min': 0.0, 'max': 1.0, 'buckets': [429916, 0, 0, 0, 0, 0, 0, 0, 0, 593060]}}]
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Asset: Quality test flags

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_QUALITY_TESTFLAGS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality test flags
description: Test flags quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.011143956456456456, 'minimum': 0, 'maximum': 4, 'stddev': 0.2108355711456737, 'valid_percent': 9.7754004004004e-05}, 'histogram': {'count': 11, 'min': 0.0, 'max': 4.0, 'buckets': [1020126, 0, 0, 0, 0, 0, 0, 0, 0, 2850]}}]
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Asset: Defective pixel mask

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/04/01/DT0000011875/01/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z-QL_PIXELMASK_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Defective pixel mask
description: Defective pixel mask layer
roles: ['quality', 'data-mask']
owner: ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z
proj:epsg: 32632
proj:shape: [1195, 1226]
proj:transform: [30.0, 0.0, 633825.0, 0.0, -30.0, 5342745.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[633825.0, 5306895.0], [670605.0, 5306895.0], [670605.0, 5342745.0], [633825.0, 5342745.0], [633825.0, 5306895.0]]]}
proj:bbox: [633825.0, 5306895.0, 670605.0, 5342745.0]
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Links

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Link: EOC EO Products Service

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rel: root
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/
type: application/json
title: EOC EO Products Service
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Link: Parent

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rel: parent
href: https://geoservice.dlr.de/eoc/ogc/stac/v1?f=application/json
type: application/json
title: Parent
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Link: Self

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rel: self
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Self
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Link: Item

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rel: item
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Item
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Link: Item as HTML

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rel: alternate
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z?f=text%2Fhtml
type: text/html
title: Item as HTML
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Link: Items

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Items
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Link: Items as HTML

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=text%2Fhtml
type: text/html
title: Items as HTML
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\n", "
\n", "
\n", "
\n", "

Link: Collection

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=application%2Fjson
type: application/json
title: Collection
\n", " \n", "
\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: Collection as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=text%2Fhtml
type: text/html
title: Collection as HTML
\n", " \n", "
\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: Collections

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=application%2Fjson
type: application/json
title: Collections
\n", " \n", "
\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: Collections as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=text%2Fhtml
type: text/html
title: Collections as HTML
\n", " \n", "
\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: OpenSearch GeoJSON

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z&httpAccept=application%2Fgeo%2Bjson
type: application/geo+json
title: OpenSearch GeoJSON
\n", " \n", "
\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: OpenSearch Atom XML

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z&httpAccept=application%2Fatom%2Bxml
type: application/atom+xml
title: OpenSearch Atom XML
\n", " \n", "
\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: OpenSearch O&M XML

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: item
href: https://geoservice.dlr.de/eoc/oseo/metadata?parentId=ENMAP_HSI_L2A&uid=ENMAP01-____L2A-DT0000011875_20230401T105424Z_001_V010402_20240521T135508Z&httpAccept=application%2Fgml%2Bxml
type: application/gml+xml
title: OpenSearch O&M XML
\n", " \n", "
\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: Queryables

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: http://www.opengis.net/def/rel/ogc/1.0/queryables
href: https://geoservice.dlr.de/eoc/ogc/stac/collections/ENMAP_HSI_L2A/queryables?f=json
type: application/schema+json
title: Queryables
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\n", " \n", "
\n", " \n", "
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\n", "
\n", " \n", " \n", "\n", "
\n", "
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\n", "
\n", " \n", "

Item: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z

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id: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
bbox: [11.280612, 47.9332237, 11.8000309, 48.2569257]
version: 01.04.02
created: 2024-04-18T18:58:46.703+00:00
updated: 2024-04-18T18:58:46.703+00:00
datetime: 2023-02-25T21:47:33.689579Z
start_datetime: 2023-02-25T21:47:31.443955Z
end_datetime: 2023-02-25T21:47:35.935203Z
platform: enmap
proj:epsg: None
sat:relative_orbit: 4868
eo:cloud_cover: 0
eo:snow_cover: 0
view:sun_azimuth: 503.655581
processing:facility: NZ
processing:level: L2A
eop:sensorType: OPTICAL
card4l:eastern_geometric_accuracy: -999.0
card4l:geometric_accuracy_radial_rmse: -999.0
card4l:northern_geometric_accuracy: -999.0
card4l:specification: SR
card4l:specification_version: 5.0
enmap:SWIRAorSWIRBSelected: SWIRA
enmap:acquisitionConfiguration: earth
enmap:acquisitionType: EARTH
enmap:acrossOffNadirAngle: 14.9013225057
enmap:alongOffNadirAngle: -0.607991552489
enmap:archivedVersion: 01.04.02
enmap:biomeType: Temperate Broadleaf and Mixed Forests
enmap:cirrus_cover: 0
enmap:cloud_shadow: 0
enmap:compressionType: COMPRESSED
enmap:datatakeID: 0000008049
enmap:defectivePixelsSWIR: 265
enmap:defectivePixelsVNIR: 990
enmap:haze_cover: 0
enmap:imageID: 0000004063
enmap:instrumentStatusOK: true
enmap:missionPhase: routine
enmap:nodata: -32768
enmap:non_cloud_shadow: 0
enmap:numberOfTiles: 02
enmap:orbitNo: 4868
enmap:overallQuality: 2
enmap:overallQualitySWIR: 1
enmap:overallQualityVNIR: 2
enmap:ozoneValue: 343
enmap:phase: routine
enmap:processingDate: 2024-04-18T11:40:08.753496Z
enmap:productScreeningFailedGroups: NONE
enmap:productScreeningResultStatus: OK
enmap:qualityAtmosphere: 0
enmap:saturationCrosstalkSWIR: 0
enmap:saturationCrosstalkVNIR: 0
enmap:sceneAOT: -999
enmap:sceneAtmospericParameters: 4
enmap:sceneAzimuthAngle: 165.574761113
enmap:sceneSunglint: 0
enmap:sceneTerrain: 0
enmap:sceneWV: -999
enmap:season: winter
enmap:status: LOW
enmap:statusSWIR: on
enmap:statusVNIR: on
enmap:sunAzimuthAngle: 323.655581
enmap:sunElevationAngle: 0.0
enmap:swirNumberChannelsMissing: 0
enmap:tileID: 02
enmap:vnirNumberChannelsMissing: 0
enmap:water_cover: 100
eo:instrument: HSI
\n", " \n", "
\n", " \n", "

STAC Extensions

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
https://stac-extensions.github.io/eo/v1.1.0/schema.json
https://stac-extensions.github.io/view/v1.0.0/schema.json
https://stac-extensions.github.io/projection/v1.0.0/schema.json
https://stac-extensions.github.io/processing/v1.0.0/schema.json
\n", "
\n", " \n", " \n", "
\n", " \n", "

Assets

\n", " \n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "
\n", " \n", "

Asset: Metadata

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-METADATA.XML
type: application/xml
title: Metadata
description: Original XML metadata
roles: ['metadata']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
\n", "
\n", "
\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "
\n", " \n", "

Asset: Spectral Image

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-SPECTRAL_IMAGE_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Spectral Image
description: Earth image measurement data covering 1 tile (30x30km) in orthorectified geometry
roles: ['data']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
proj:epsg: 32632
proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[669435.0, 5311605.0], [708915.0, 5311605.0], [708915.0, 5348415.0], [669435.0, 5348415.0], [669435.0, 5311605.0]]]}
proj:bbox: [669435.0, 5311605.0, 708915.0, 5348415.0]
eo:bands: [{'name': 1, 'center_wavelength': 418.416, 'full_width_half_max': 6.99561, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 2, 'center_wavelength': 424.043, 'full_width_half_max': 6.6675, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 3, 'center_wavelength': 429.457, 'full_width_half_max': 6.42408, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 4, 'center_wavelength': 434.686, 'full_width_half_max': 6.25124, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 5, 'center_wavelength': 439.757, 'full_width_half_max': 6.13485, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 6, 'center_wavelength': 444.699, 'full_width_half_max': 6.06076, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 7, 'center_wavelength': 449.539, 'full_width_half_max': 6.01486, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 8, 'center_wavelength': 454.306, 'full_width_half_max': 5.98302, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 9, 'center_wavelength': 459.031, 'full_width_half_max': 5.95232, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 10, 'center_wavelength': 463.73, 'full_width_half_max': 5.9199, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 11, 'center_wavelength': 468.411, 'full_width_half_max': 5.88775, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 12, 'center_wavelength': 473.08, 'full_width_half_max': 5.8579, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 13, 'center_wavelength': 477.744, 'full_width_half_max': 5.83239, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 14, 'center_wavelength': 482.411, 'full_width_half_max': 5.81325, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 15, 'center_wavelength': 487.087, 'full_width_half_max': 5.8025, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 16, 'center_wavelength': 491.78, 'full_width_half_max': 5.8022, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 17, 'center_wavelength': 496.497, 'full_width_half_max': 5.81407, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 18, 'center_wavelength': 501.243, 'full_width_half_max': 5.83751, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 19, 'center_wavelength': 506.02, 'full_width_half_max': 5.87076, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 20, 'center_wavelength': 510.828, 'full_width_half_max': 5.91208, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 21, 'center_wavelength': 515.672, 'full_width_half_max': 5.95969, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 22, 'center_wavelength': 520.55, 'full_width_half_max': 6.01183, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 23, 'center_wavelength': 525.467, 'full_width_half_max': 6.06674, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 24, 'center_wavelength': 530.424, 'full_width_half_max': 6.12279, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 25, 'center_wavelength': 535.422, 'full_width_half_max': 6.1794, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 26, 'center_wavelength': 540.463, 'full_width_half_max': 6.23648, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 27, 'center_wavelength': 545.551, 'full_width_half_max': 6.29397, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 28, 'center_wavelength': 550.687, 'full_width_half_max': 6.35179, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 29, 'center_wavelength': 555.873, 'full_width_half_max': 6.40987, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 30, 'center_wavelength': 561.112, 'full_width_half_max': 6.46815, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 31, 'center_wavelength': 566.405, 'full_width_half_max': 6.52654, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 32, 'center_wavelength': 571.756, 'full_width_half_max': 6.58497, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 33, 'center_wavelength': 577.166, 'full_width_half_max': 6.64338, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 34, 'center_wavelength': 582.636, 'full_width_half_max': 6.70177, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 35, 'center_wavelength': 588.171, 'full_width_half_max': 6.76072, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 36, 'center_wavelength': 593.773, 'full_width_half_max': 6.82113, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 37, 'center_wavelength': 599.446, 'full_width_half_max': 6.88388, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 38, 'center_wavelength': 605.193, 'full_width_half_max': 6.94987, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 39, 'center_wavelength': 611.017, 'full_width_half_max': 7.01999, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 40, 'center_wavelength': 616.923, 'full_width_half_max': 7.09511, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 41, 'center_wavelength': 622.92, 'full_width_half_max': 7.17533, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 42, 'center_wavelength': 628.987, 'full_width_half_max': 7.25495, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 43, 'center_wavelength': 635.112, 'full_width_half_max': 7.33145, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 44, 'center_wavelength': 641.294, 'full_width_half_max': 7.40537, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 45, 'center_wavelength': 647.537, 'full_width_half_max': 7.47729, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 46, 'center_wavelength': 653.841, 'full_width_half_max': 7.54777, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 47, 'center_wavelength': 660.207, 'full_width_half_max': 7.61738, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 48, 'center_wavelength': 666.637, 'full_width_half_max': 7.68669, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 49, 'center_wavelength': 673.131, 'full_width_half_max': 7.75628, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 50, 'center_wavelength': 679.691, 'full_width_half_max': 7.8267, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 51, 'center_wavelength': 686.319, 'full_width_half_max': 7.89853, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 52, 'center_wavelength': 693.014, 'full_width_half_max': 7.97235, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 53, 'center_wavelength': 699.78, 'full_width_half_max': 8.04871, 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Asset: Quicklook VNIR

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook VNIR
description: Vear Near Infrared (VNIR) quicklook in orthorectified geometry
roles: ['overview', 'visual']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
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proj:epsg: 32632
proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[669435.0, 5311605.0], [708915.0, 5311605.0], [708915.0, 5348415.0], [669435.0, 5348415.0], [669435.0, 5311605.0]]]}
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Asset: Thumbnail VNIR

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-QL_VNIR_COG_thumbnail.jpg
type: image/jpeg
title: Thumbnail VNIR
description: Visible Near Infrared (VNIR) thumbnail in orthorectified geometry
roles: ['thumbnail']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
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Asset: Quicklook SWIR

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook SWIR
description: Short-wave Infrared quicklook in orthorectified geometry
roles: ['overview']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
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proj:shape: [1227, 1316]
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proj:geometry: {'type': 'Polygon', 'coordinates': [[[669435.0, 5311605.0], [708915.0, 5311605.0], [708915.0, 5348415.0], [669435.0, 5348415.0], [669435.0, 5311605.0]]]}
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Asset: Quality classes

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-QL_QUALITY_CLASSES_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality classes
description: Classes quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
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proj:epsg: 32632
proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
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Asset: Quality cloud

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-QL_QUALITY_CLOUD_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud
description: Cloud quality layer
roles: ['quality', 'cloud']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 0.00010225785340314137}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 977920, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[669435.0, 5311605.0], [708915.0, 5311605.0], [708915.0, 5348415.0], [669435.0, 5348415.0], [669435.0, 5311605.0]]]}
proj:bbox: [669435.0, 5311605.0, 708915.0, 5348415.0]
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Asset: Quality cloud shadow

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-QL_QUALITY_CLOUDSHADOW_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud shadow
description: Cloud shadow quality layer
roles: ['quality', 'cloud-shadow']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 0.00010225785340314137}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 977920, 0, 0, 0, 0]}}]
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proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
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proj:bbox: [669435.0, 5311605.0, 708915.0, 5348415.0]
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Asset: Quality haze

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-QL_QUALITY_HAZE_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality haze
description: Haze quality layer
roles: ['quality', 'haze']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 0.00010225785340314137}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 977920, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[669435.0, 5311605.0], [708915.0, 5311605.0], [708915.0, 5348415.0], [669435.0, 5348415.0], [669435.0, 5311605.0]]]}
proj:bbox: [669435.0, 5311605.0, 708915.0, 5348415.0]
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Asset: Quality cirrus

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-QL_QUALITY_CIRRUS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cirrus
description: Cirrus quality layer
roles: ['quality', 'cirrus']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 0.00010225785340314137}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 977920, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[669435.0, 5311605.0], [708915.0, 5311605.0], [708915.0, 5348415.0], [669435.0, 5348415.0], [669435.0, 5311605.0]]]}
proj:bbox: [669435.0, 5311605.0, 708915.0, 5348415.0]
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Asset: Quality snow

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-QL_QUALITY_SNOW_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality snow
description: Snow quality layer
roles: ['quality', 'snow']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 0.00010225785340314137}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 977920, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[669435.0, 5311605.0], [708915.0, 5311605.0], [708915.0, 5348415.0], [669435.0, 5348415.0], [669435.0, 5311605.0]]]}
proj:bbox: [669435.0, 5311605.0, 708915.0, 5348415.0]
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Asset: Quality test flags

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-QL_QUALITY_TESTFLAGS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality test flags
description: Test flags quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.011432428010471203, 'minimum': 0, 'maximum': 4, 'stddev': 0.21353925079870026, 'valid_percent': 0.00010225785340314137}, 'histogram': {'count': 11, 'min': 0.0, 'max': 4.0, 'buckets': [975125, 0, 0, 0, 0, 0, 0, 0, 0, 2795]}}]
proj:epsg: 32632
proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[669435.0, 5311605.0], [708915.0, 5311605.0], [708915.0, 5348415.0], [669435.0, 5348415.0], [669435.0, 5311605.0]]]}
proj:bbox: [669435.0, 5311605.0, 708915.0, 5348415.0]
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Asset: Defective pixel mask

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000008049/02/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z-QL_PIXELMASK_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Defective pixel mask
description: Defective pixel mask layer
roles: ['quality', 'data-mask']
owner: ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z
proj:epsg: 32632
proj:shape: [1227, 1316]
proj:transform: [30.0, 0.0, 669435.0, 0.0, -30.0, 5348415.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[669435.0, 5311605.0], [708915.0, 5311605.0], [708915.0, 5348415.0], [669435.0, 5348415.0], [669435.0, 5311605.0]]]}
proj:bbox: [669435.0, 5311605.0, 708915.0, 5348415.0]
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Links

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Link: EOC EO Products Service

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rel: root
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/
type: application/json
title: EOC EO Products Service
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Link: Parent

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rel: parent
href: https://geoservice.dlr.de/eoc/ogc/stac/v1?f=application/json
type: application/json
title: Parent
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Link: Self

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rel: self
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Self
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\n", "

Link: Item

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rel: item
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Item
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Link: Item as HTML

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rel: alternate
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z?f=text%2Fhtml
type: text/html
title: Item as HTML
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Link: Items

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Items
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Link: Items as HTML

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=text%2Fhtml
type: text/html
title: Items as HTML
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Link: Collection

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=application%2Fjson
type: application/json
title: Collection
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Link: Collection as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=text%2Fhtml
type: text/html
title: Collection as HTML
\n", " \n", "
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Link: Collections

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=application%2Fjson
type: application/json
title: Collections
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\n", "

Link: Collections as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=text%2Fhtml
type: text/html
title: Collections as HTML
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Link: OpenSearch GeoJSON

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z&httpAccept=application%2Fgeo%2Bjson
type: application/geo+json
title: OpenSearch GeoJSON
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Link: OpenSearch Atom XML

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rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z&httpAccept=application%2Fatom%2Bxml
type: application/atom+xml
title: OpenSearch Atom XML
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\n", "
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Link: OpenSearch O&M XML

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: item
href: https://geoservice.dlr.de/eoc/oseo/metadata?parentId=ENMAP_HSI_L2A&uid=ENMAP01-____L2A-DT0000008049_20230225T214731Z_002_V010402_20240418T114008Z&httpAccept=application%2Fgml%2Bxml
type: application/gml+xml
title: OpenSearch O&M XML
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\n", "

Link: Queryables

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rel: http://www.opengis.net/def/rel/ogc/1.0/queryables
href: https://geoservice.dlr.de/eoc/ogc/stac/collections/ENMAP_HSI_L2A/queryables?f=json
type: application/schema+json
title: Queryables
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Item: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z

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id: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
bbox: [11.0987293, 48.0282695, 11.5994645, 48.3492796]
version: 01.04.02
created: 2024-04-16T20:56:31.523+00:00
updated: 2024-04-16T20:56:31.523+00:00
datetime: 2023-02-25T10:46:19.229891Z
start_datetime: 2023-02-25T10:46:17.006017Z
end_datetime: 2023-02-25T10:46:21.453765Z
platform: enmap
proj:epsg: None
sat:relative_orbit: 4861
eo:cloud_cover: 90
eo:snow_cover: 1
view:sun_azimuth: 347.938877
view:sun_elevation: 31.982553
processing:facility: NZ
processing:level: L2A
eop:sensorType: OPTICAL
card4l:eastern_geometric_accuracy: -999.0
card4l:geometric_accuracy_radial_rmse: -999.0
card4l:northern_geometric_accuracy: -999.0
card4l:specification: SR
card4l:specification_version: 5.0
enmap:SWIRAorSWIRBSelected: SWIRA
enmap:acquisitionConfiguration: earth
enmap:acquisitionType: EARTH
enmap:acrossOffNadirAngle: 6.43999851503
enmap:alongOffNadirAngle: 0.0180325492864
enmap:archivedVersion: 01.04.02
enmap:biomeType: Temperate Broadleaf and Mixed Forests
enmap:cirrus_cover: 63
enmap:cloud_shadow: 0
enmap:compressionType: COMPRESSED
enmap:datatakeID: 0000009229
enmap:defectivePixelsSWIR: 13
enmap:defectivePixelsVNIR: 2
enmap:haze_cover: 0
enmap:imageID: 0000004057
enmap:instrumentStatusOK: true
enmap:missionPhase: routine
enmap:nodata: -32768
enmap:non_cloud_shadow: 0
enmap:numberOfTiles: 01
enmap:orbitNo: 4861
enmap:overallQuality: 2
enmap:overallQualitySWIR: 0
enmap:overallQualityVNIR: 0
enmap:ozoneValue: 344
enmap:phase: routine
enmap:processingDate: 2024-04-16T17:46:20.580170Z
enmap:productScreeningFailedGroups: NONE
enmap:productScreeningResultStatus: OK
enmap:qualityAtmosphere: 2
enmap:saturationCrosstalkSWIR: 0
enmap:saturationCrosstalkVNIR: 0
enmap:sceneAOT: 116
enmap:sceneAtmospericParameters: 1
enmap:sceneAzimuthAngle: 14.4697728538
enmap:sceneSunglint: 0
enmap:sceneTerrain: 0
enmap:sceneWV: 344
enmap:season: winter
enmap:status: NOMINAL
enmap:statusSWIR: on
enmap:statusVNIR: on
enmap:sunAzimuthAngle: 167.938877
enmap:sunElevationAngle: 31.982553
enmap:swirNumberChannelsMissing: 0
enmap:tileID: 01
enmap:vnirNumberChannelsMissing: 0
enmap:water_cover: 3
eo:instrument: HSI
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\n", " \n", "

STAC Extensions

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
https://stac-extensions.github.io/eo/v1.1.0/schema.json
https://stac-extensions.github.io/view/v1.0.0/schema.json
https://stac-extensions.github.io/projection/v1.0.0/schema.json
https://stac-extensions.github.io/processing/v1.0.0/schema.json
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Assets

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Asset: Metadata

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-METADATA.XML
type: application/xml
title: Metadata
description: Original XML metadata
roles: ['metadata']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
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Asset: Spectral Image

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-SPECTRAL_IMAGE_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Spectral Image
description: Earth image measurement data covering 1 tile (30x30km) in orthorectified geometry
roles: ['data']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
eo:bands: [{'name': 1, 'center_wavelength': 418.416, 'full_width_half_max': 6.99561, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 2, 'center_wavelength': 424.043, 'full_width_half_max': 6.6675, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 3, 'center_wavelength': 429.457, 'full_width_half_max': 6.42408, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 4, 'center_wavelength': 434.686, 'full_width_half_max': 6.25124, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 5, 'center_wavelength': 439.757, 'full_width_half_max': 6.13485, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 6, 'center_wavelength': 444.699, 'full_width_half_max': 6.06076, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 7, 'center_wavelength': 449.539, 'full_width_half_max': 6.01486, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 8, 'center_wavelength': 454.306, 'full_width_half_max': 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'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 218, 'center_wavelength': 2400, 'full_width_half_max': 7.35037, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 219, 'center_wavelength': 2407.62, 'full_width_half_max': 7.31957, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 220, 'center_wavelength': 2415.21, 'full_width_half_max': 7.28832, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 221, 'center_wavelength': 2422.78, 'full_width_half_max': 7.25659, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 222, 'center_wavelength': 2430.32, 'full_width_half_max': 7.22434, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 223, 'center_wavelength': 2437.83, 'full_width_half_max': 7.19152, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 224, 'center_wavelength': 2445.3, 'full_width_half_max': 7.1581, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}]
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Asset: Quicklook VNIR

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_VNIR_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook VNIR
description: Vear Near Infrared (VNIR) quicklook in orthorectified geometry
roles: ['overview', 'visual']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 196.5567490972254, 'minimum': 0, 'maximum': 255, 'stddev': 46.163409783224296, 'valid_percent': 71.79434906440937}, 'histogram': {'count': 11, 'min': 0.0, 'max': 255.0, 'buckets': [62, 2626, 20741, 33260, 31015, 28338, 31200, 127344, 307489, 139866]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 200.4484743213088, 'minimum': 30, 'maximum': 255, 'stddev': 46.34015483147225, 'valid_percent': 71.79434906440937}, 'histogram': {'count': 11, 'min': 30.0, 'max': 255.0, 'buckets': [1453, 12863, 33440, 28729, 26588, 23165, 31635, 132183, 278809, 153076]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 207.4392284134022, 'minimum': 33, 'maximum': 255, 'stddev': 48.54025576429977, 'valid_percent': 71.79434906440937}, 'histogram': {'count': 11, 'min': 33.0, 'max': 255.0, 'buckets': [416, 13661, 35837, 28989, 23294, 22856, 21960, 89188, 211700, 274040]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 183.07559011424388, 'minimum': 0, 'maximum': 255, 'stddev': 114.7501798841882, 'valid_percent': 100.0}, 'histogram': {'count': 11, 'min': 0.0, 'max': 255.0, 'buckets': [283627, 0, 0, 0, 0, 0, 0, 0, 0, 721941]}}]
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Asset: Thumbnail VNIR

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_VNIR_COG_thumbnail.jpg
type: image/jpeg
title: Thumbnail VNIR
description: Visible Near Infrared (VNIR) thumbnail in orthorectified geometry
roles: ['thumbnail']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
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Asset: Quicklook SWIR

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_SWIR_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook SWIR
description: Short-wave Infrared quicklook in orthorectified geometry
roles: ['overview']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 164.8953598701279, 'minimum': 10, 'maximum': 230, 'stddev': 34.35112144276443, 'valid_percent': 71.79434906440937}, 'histogram': {'count': 11, 'min': 10.0, 'max': 230.0, 'buckets': [140, 2622, 21808, 32631, 29687, 45022, 100027, 281309, 198063, 10632]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 177.79633515758212, 'minimum': 0, 'maximum': 231, 'stddev': 31.886514933488783, 'valid_percent': 71.79434906440937}, 'histogram': {'count': 11, 'min': 0.0, 'max': 231.0, 'buckets': [66, 187, 2240, 20038, 37018, 34281, 48351, 152471, 381901, 45388]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 194.98747543081777, 'minimum': 0, 'maximum': 249, 'stddev': 33.791202030473144, 'valid_percent': 71.79434906440937}, 'histogram': {'count': 11, 'min': 0.0, 'max': 249.0, 'buckets': [88, 284, 1910, 12686, 35220, 41433, 44446, 128139, 398915, 58820]}}, {'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 183.07559011424388, 'minimum': 0, 'maximum': 255, 'stddev': 114.7501798841882, 'valid_percent': 100.0}, 'histogram': {'count': 11, 'min': 0.0, 'max': 255.0, 'buckets': [283627, 0, 0, 0, 0, 0, 0, 0, 0, 721941]}}]
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Asset: Quality classes

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_QUALITY_CLASSES_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality classes
description: Classes quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'nodata': 3.0, 'statistics': {'mean': 0.7693398768043372, 'minimum': 0, 'maximum': 2, 'stddev': 0.4928647619652094, 'valid_percent': 71.79434906440937}, 'histogram': {'count': 11, 'min': 0.0, 'max': 2.0, 'buckets': [190152, 0, 0, 0, 0, 508160, 0, 0, 0, 23629]}}]
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Asset: Quality cloud

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_QUALITY_CLOUD_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud
description: Cloud quality layer
roles: ['quality', 'cloud']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.6431330352596741, 'minimum': 0, 'maximum': 1, 'stddev': 0.47907508202509647, 'valid_percent': 9.944628309572301e-05}, 'histogram': {'count': 11, 'min': 0.0, 'max': 1.0, 'buckets': [358854, 0, 0, 0, 0, 0, 0, 0, 0, 646714]}}]
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Asset: Quality cloud shadow

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_QUALITY_CLOUDSHADOW_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud shadow
description: Cloud shadow quality layer
roles: ['quality', 'cloud-shadow']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 9.944628309572301e-05}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 1005568, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Asset: Quality haze

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_QUALITY_HAZE_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality haze
description: Haze quality layer
roles: ['quality', 'haze']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0007120353869653768, 'minimum': 0, 'maximum': 1, 'stddev': 0.026674489546626462, 'valid_percent': 9.944628309572301e-05}, 'histogram': {'count': 11, 'min': 0.0, 'max': 1.0, 'buckets': [1004852, 0, 0, 0, 0, 0, 0, 0, 0, 716]}}]
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Asset: Quality cirrus

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_QUALITY_CIRRUS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cirrus
description: Cirrus quality layer
roles: ['quality', 'cirrus']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.9460941477851323, 'minimum': 0, 'maximum': 3, 'stddev': 1.161613884344395, 'valid_percent': 9.944628309572301e-05}, 'histogram': {'count': 11, 'min': 0.0, 'max': 3.0, 'buckets': [549069, 0, 0, 119561, 0, 0, 179013, 0, 0, 157925]}}]
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Asset: Quality snow

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_QUALITY_SNOW_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality snow
description: Snow quality layer
roles: ['quality', 'snow']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.004341824719959267, 'minimum': 0, 'maximum': 1, 'stddev': 0.06574932150266202, 'valid_percent': 9.944628309572301e-05}, 'histogram': {'count': 11, 'min': 0.0, 'max': 1.0, 'buckets': [1001202, 0, 0, 0, 0, 0, 0, 0, 0, 4366]}}]
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Asset: Quality test flags

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_QUALITY_TESTFLAGS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality test flags
description: Test flags quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.011762506364562117, 'minimum': 0, 'maximum': 4, 'stddev': 0.21659101759369453, 'valid_percent': 9.944628309572301e-05}, 'histogram': {'count': 11, 'min': 0.0, 'max': 4.0, 'buckets': [1002611, 0, 0, 0, 0, 0, 0, 0, 0, 2957]}}]
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Asset: Defective pixel mask

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/02/25/DT0000009229/01/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z-QL_PIXELMASK_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Defective pixel mask
description: Defective pixel mask layer
roles: ['quality', 'data-mask']
owner: ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z
proj:epsg: 32632
proj:shape: [1166, 1216]
proj:transform: [30.0, 0.0, 656295.0, 0.0, -30.0, 5357475.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[656295.0, 5322495.0], [692775.0, 5322495.0], [692775.0, 5357475.0], [656295.0, 5357475.0], [656295.0, 5322495.0]]]}
proj:bbox: [656295.0, 5322495.0, 692775.0, 5357475.0]
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Links

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Link: EOC EO Products Service

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rel: root
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/
type: application/json
title: EOC EO Products Service
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Link: Parent

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rel: parent
href: https://geoservice.dlr.de/eoc/ogc/stac/v1?f=application/json
type: application/json
title: Parent
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Link: Self

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rel: self
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Self
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Link: Item

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rel: item
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Item
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Link: Item as HTML

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rel: alternate
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z?f=text%2Fhtml
type: text/html
title: Item as HTML
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Link: Items

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Items
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Link: Items as HTML

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=text%2Fhtml
type: text/html
title: Items as HTML
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Link: Collection

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=application%2Fjson
type: application/json
title: Collection
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Link: Collection as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=text%2Fhtml
type: text/html
title: Collection as HTML
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\n", " \n", " \n", "\n", "
\n", "
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\n", "
\n", "

Link: Collections

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=application%2Fjson
type: application/json
title: Collections
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\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: Collections as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=text%2Fhtml
type: text/html
title: Collections as HTML
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\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: OpenSearch GeoJSON

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z&httpAccept=application%2Fgeo%2Bjson
type: application/geo+json
title: OpenSearch GeoJSON
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\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: OpenSearch Atom XML

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rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z&httpAccept=application%2Fatom%2Bxml
type: application/atom+xml
title: OpenSearch Atom XML
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\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: OpenSearch O&M XML

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
rel: item
href: https://geoservice.dlr.de/eoc/oseo/metadata?parentId=ENMAP_HSI_L2A&uid=ENMAP01-____L2A-DT0000009229_20230225T104617Z_001_V010402_20240416T174620Z&httpAccept=application%2Fgml%2Bxml
type: application/gml+xml
title: OpenSearch O&M XML
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\n", "
\n", " \n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Link: Queryables

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rel: http://www.opengis.net/def/rel/ogc/1.0/queryables
href: https://geoservice.dlr.de/eoc/ogc/stac/collections/ENMAP_HSI_L2A/queryables?f=json
type: application/schema+json
title: Queryables
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\n", "
\n", "
" ], "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from pystac_client import Client\n", "\n", "catalog = Client.open(\"https://geoservice.dlr.de/eoc/ogc/stac/v1/\")\n", "collections = [\"ENMAP_HSI_L2A\"]\n", "bbox = [11.230259, 48.051808, 11.337891, 48.117059] #DLR Oberpfaffenhofen\n", "dates = [\"2023-01-01\", \"2023-12-31\"]\n", "parameters = \"enmap:overallQuality=0\"\n", "\n", "\n", "search = catalog.search(\n", " collections= collections, \n", " bbox= bbox,\n", " datetime=dates\n", ")\n", "\n", "items = search.item_collection()\n", "print(f\"{len(items)} items found\")\n", "items\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the second query we have the same bbox and time but add a filter for \"enmap:overallQuality\" to gain only results with a \"nominal quality\"." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1 items found\n" ] }, { "data": { "text/html": [ "\n", "\n", "
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\n", "
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\n", " \n", "

\n", " ItemCollection\n", "

\n", " \n", " \n", " \n", "
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Items

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Item: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z

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id: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
bbox: [11.0001767, 47.8630601, 11.5537747, 48.2048981]
version: 01.04.02
created: 2024-06-30T09:24:48.048+00:00
updated: 2024-06-30T09:24:48.048+00:00
datetime: 2023-06-29T11:01:32Z
start_datetime: 2023-06-29T11:01:32.798420Z
end_datetime: 2023-06-29T11:01:37.333108Z
platform: enmap
proj:epsg: None
sat:relative_orbit: 6689
sat:orbit_state: DESCENDING
eo:cloud_cover: 0
eo:snow_cover: 0
view:sun_azimuth: 350.874064
view:sun_elevation: 64.969432
processing:facility: NZ
processing:level: L2A
eop:sensorType: OPTICAL
card4l:eastern_geometric_accuracy: 3.0
card4l:geometric_accuracy_radial_rmse: 5.0
card4l:northern_geometric_accuracy: 4.0
card4l:specification: SR
card4l:specification_version: 5.0
enmap:SWIRAorSWIRBSelected: SWIRA
enmap:acquisitionConfiguration: earth
enmap:acquisitionType: EARTH
enmap:acrossOffNadirAngle: -16.9049588592
enmap:alongOffNadirAngle: -0.972383900038
enmap:archivedVersion: 01.04.02
enmap:biomeType: Temperate Broadleaf and Mixed Forests
enmap:cirrus_cover: 1
enmap:cloud_shadow: 0
enmap:compressionType: COMPRESSED
enmap:datatakeID: 0000024647
enmap:defectivePixelsSWIR: 22
enmap:defectivePixelsVNIR: 2
enmap:haze_cover: 3
enmap:imageID: 0000006018
enmap:instrumentStatusOK: true
enmap:missionPhase: routine
enmap:nodata: -32768
enmap:non_cloud_shadow: 0
enmap:numberOfTiles: 33
enmap:orbitNo: 6689
enmap:overallQuality: 0
enmap:overallQualitySWIR: 0
enmap:overallQualityVNIR: 0
enmap:ozoneValue: 312
enmap:phase: routine
enmap:processingDate: 2024-06-30T02:07:48.172455Z
enmap:productScreeningFailedGroups: NONE
enmap:productScreeningResultStatus: OK
enmap:qualityAtmosphere: 0
enmap:saturationCrosstalkSWIR: 0
enmap:saturationCrosstalkVNIR: 0
enmap:sceneAOT: 77
enmap:sceneAtmospericParameters: 0
enmap:sceneAzimuthAngle: 14.5470313399
enmap:sceneSunglint: 0
enmap:sceneTerrain: 0
enmap:sceneWV: 2091
enmap:season: summer
enmap:status: NOMINAL
enmap:statusSWIR: on
enmap:statusVNIR: on
enmap:sunAzimuthAngle: 170.874064
enmap:sunElevationAngle: 64.969432
enmap:swirNumberChannelsMissing: 0
enmap:tileID: 25
enmap:vnirNumberChannelsMissing: 0
enmap:water_cover: 8
eo:instrument: HSI
sci:citation: DLR (2024): EnMAP L0 Product 0000024647_25_L0_20230629T123425_010402_240630 doi: 10.15489/rlyibn8gjc58 Processed to level 2A (parameters: U0BLNNTS312G)
\n", " \n", "
\n", " \n", "

STAC Extensions

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
https://stac-extensions.github.io/eo/v1.1.0/schema.json
https://stac-extensions.github.io/view/v1.0.0/schema.json
https://stac-extensions.github.io/projection/v1.0.0/schema.json
https://stac-extensions.github.io/processing/v1.0.0/schema.json
https://stac-extensions.github.io/scientific/v1.0.0/schema.json
https://stac-extensions.github.io/sat/v1.0.0/schema.json
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\n", " \n", "

Assets

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\n", "
\n", "
\n", " \n", "

Asset: Metadata

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-METADATA.XML
type: application/xml
title: Metadata
description: Original XML metadata
roles: ['metadata']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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\n", "
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\n", " \n", "

Asset: Spectral Image

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-SPECTRAL_IMAGE_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Spectral Image
description: Earth image measurement data covering 1 tile (30x30km) in orthorectified geometry
roles: ['data']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
eo:bands: [{'name': 1, 'center_wavelength': 418.416, 'full_width_half_max': 6.99561, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 2, 'center_wavelength': 424.043, 'full_width_half_max': 6.6675, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 3, 'center_wavelength': 429.457, 'full_width_half_max': 6.42408, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 4, 'center_wavelength': 434.686, 'full_width_half_max': 6.25124, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 5, 'center_wavelength': 439.757, 'full_width_half_max': 6.13485, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 6, 'center_wavelength': 444.699, 'full_width_half_max': 6.06076, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 7, 'center_wavelength': 449.539, 'full_width_half_max': 6.01486, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 8, 'center_wavelength': 454.306, 'full_width_half_max': 5.98302, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 9, 'center_wavelength': 459.031, 'full_width_half_max': 5.95232, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 10, 'center_wavelength': 463.73, 'full_width_half_max': 5.9199, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 11, 'center_wavelength': 468.411, 'full_width_half_max': 5.88775, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 12, 'center_wavelength': 473.08, 'full_width_half_max': 5.8579, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 13, 'center_wavelength': 477.744, 'full_width_half_max': 5.83239, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 14, 'center_wavelength': 482.411, 'full_width_half_max': 5.81325, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 15, 'center_wavelength': 487.087, 'full_width_half_max': 5.8025, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 16, 'center_wavelength': 491.78, 'full_width_half_max': 5.8022, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 17, 'center_wavelength': 496.497, 'full_width_half_max': 5.81407, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 18, 'center_wavelength': 501.243, 'full_width_half_max': 5.83751, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 19, 'center_wavelength': 506.02, 'full_width_half_max': 5.87076, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 20, 'center_wavelength': 510.828, 'full_width_half_max': 5.91208, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 21, 'center_wavelength': 515.672, 'full_width_half_max': 5.95969, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 22, 'center_wavelength': 520.55, 'full_width_half_max': 6.01183, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 23, 'center_wavelength': 525.467, 'full_width_half_max': 6.06674, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 24, 'center_wavelength': 530.424, 'full_width_half_max': 6.12279, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 25, 'center_wavelength': 535.422, 'full_width_half_max': 6.1794, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 26, 'center_wavelength': 540.463, 'full_width_half_max': 6.23648, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 27, 'center_wavelength': 545.551, 'full_width_half_max': 6.29397, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 28, 'center_wavelength': 550.687, 'full_width_half_max': 6.35179, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 29, 'center_wavelength': 555.873, 'full_width_half_max': 6.40987, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 30, 'center_wavelength': 561.112, 'full_width_half_max': 6.46815, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 31, 'center_wavelength': 566.405, 'full_width_half_max': 6.52654, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 32, 'center_wavelength': 571.756, 'full_width_half_max': 6.58497, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 33, 'center_wavelength': 577.166, 'full_width_half_max': 6.64338, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 34, 'center_wavelength': 582.636, 'full_width_half_max': 6.70177, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 35, 'center_wavelength': 588.171, 'full_width_half_max': 6.76072, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 36, 'center_wavelength': 593.773, 'full_width_half_max': 6.82113, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 37, 'center_wavelength': 599.446, 'full_width_half_max': 6.88388, 'enmap:gain_of_band': 0.0001, 'enmap:offset_of_band': 0}, {'name': 38, 'center_wavelength': 605.193, 'full_width_half_max': 6.94987, 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Asset: Quicklook VNIR

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook VNIR
description: Vear Near Infrared (VNIR) quicklook in orthorectified geometry
roles: ['overview', 'visual']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Thumbnail VNIR

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type: image/jpeg
title: Thumbnail VNIR
description: Visible Near Infrared (VNIR) thumbnail in orthorectified geometry
roles: ['thumbnail']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Quicklook SWIR

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quicklook SWIR
description: Short-wave Infrared quicklook in orthorectified geometry
roles: ['overview']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Quality classes

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality classes
description: Classes quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Quality cloud

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud
description: Cloud quality layer
roles: ['quality', 'cloud']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
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Asset: Quality cloud shadow

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type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cloud shadow
description: Cloud shadow quality layer
roles: ['quality', 'cloud-shadow']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.001065812632837407, 'minimum': 0, 'maximum': 1, 'stddev': 0.032629383632993905, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': 0.0, 'max': 1.0, 'buckets': [962557, 0, 0, 0, 0, 0, 0, 0, 0, 1027]}}]
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Asset: Quality haze

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-QL_QUALITY_HAZE_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality haze
description: Haze quality layer
roles: ['quality', 'haze']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.018965653227948992, 'minimum': 0, 'maximum': 1, 'stddev': 0.13640365547002833, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': 0.0, 'max': 1.0, 'buckets': [945309, 0, 0, 0, 0, 0, 0, 0, 0, 18275]}}]
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Asset: Quality cirrus

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-QL_QUALITY_CIRRUS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality cirrus
description: Cirrus quality layer
roles: ['quality', 'cirrus']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.00419475624335813, 'minimum': 0, 'maximum': 3, 'stddev': 0.07367996815705903, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': 0.0, 'max': 3.0, 'buckets': [960127, 0, 0, 2890, 0, 0, 549, 0, 0, 18]}}]
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Asset: Quality snow

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-QL_QUALITY_SNOW_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality snow
description: Snow quality layer
roles: ['quality', 'snow']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.0, 'minimum': 0, 'maximum': 0, 'stddev': 0.0, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': -0.5, 'max': 0.5, 'buckets': [0, 0, 0, 0, 0, 963584, 0, 0, 0, 0]}}]
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Asset: Quality test flags

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-QL_QUALITY_TESTFLAGS_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Quality test flags
description: Test flags quality layer
roles: ['quality']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
raster:bands: [{'data_type': 'uint8', 'scale': 1.0, 'offset': 0.0, 'sampling': 'area', 'statistics': {'mean': 0.012855132505313496, 'minimum': 0, 'maximum': 50, 'stddev': 0.30906682721482176, 'valid_percent': 0.00010377922422954304}, 'histogram': {'count': 11, 'min': 0.0, 'max': 50.0, 'buckets': [963517, 0, 0, 53, 0, 0, 2, 0, 0, 12]}}]
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Asset: Defective pixel mask

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href: https://download.geoservice.dlr.de/ENMAP/files/L2A/2023/06/29/DT0000024647/25/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z-QL_PIXELMASK_COG.TIF
type: image/tiff; application=geotiff; profile=cloud-optimized
title: Defective pixel mask
description: Defective pixel mask layer
roles: ['quality', 'data-mask']
owner: ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z
proj:epsg: 32632
proj:shape: [1244, 1354]
proj:transform: [30.0, 0.0, 649365.0, 0.0, -30.0, 5341275.0, 0.0, 0.0, 1.0]
proj:geometry: {'type': 'Polygon', 'coordinates': [[[649365.0, 5303955.0], [689985.0, 5303955.0], [689985.0, 5341275.0], [649365.0, 5341275.0], [649365.0, 5303955.0]]]}
proj:bbox: [649365.0, 5303955.0, 689985.0, 5341275.0]
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Links

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Link: EOC EO Products Service

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rel: root
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/
type: application/json
title: EOC EO Products Service
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Link: Parent

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rel: parent
href: https://geoservice.dlr.de/eoc/ogc/stac/v1?f=application/json
type: application/json
title: Parent
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Link: Self

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rel: self
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Self
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Link: Item

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rel: item
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Item
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Link: Item as HTML

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rel: alternate
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z?f=text%2Fhtml
type: text/html
title: Item as HTML
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Link: Items

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=application%2Fgeo%2Bjson
type: application/geo+json
title: Items
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Link: Items as HTML

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rel: items
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items?f=text%2Fhtml
type: text/html
title: Items as HTML
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Link: Collection

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=application%2Fjson
type: application/json
title: Collection
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Link: Collection as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A?f=text%2Fhtml
type: text/html
title: Collection as HTML
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Link: Collections

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=application%2Fjson
type: application/json
title: Collections
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Link: Collections as HTML

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rel: collection
href: https://geoservice.dlr.de/eoc/ogc/stac/v1/collections?f=text%2Fhtml
type: text/html
title: Collections as HTML
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Link: OpenSearch GeoJSON

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rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z&httpAccept=application%2Fgeo%2Bjson
type: application/geo+json
title: OpenSearch GeoJSON
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Link: OpenSearch Atom XML

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rel: item
href: https://geoservice.dlr.de/eoc/oseo/search?parentIdentifier=ENMAP_HSI_L2A&identifier=ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z&httpAccept=application%2Fatom%2Bxml
type: application/atom+xml
title: OpenSearch Atom XML
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Link: OpenSearch O&M XML

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rel: item
href: https://geoservice.dlr.de/eoc/oseo/metadata?parentId=ENMAP_HSI_L2A&uid=ENMAP01-____L2A-DT0000024647_20230629T110132Z_025_V010402_20240630T020748Z&httpAccept=application%2Fgml%2Bxml
type: application/gml+xml
title: OpenSearch O&M XML
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Link: Queryables

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rel: http://www.opengis.net/def/rel/ogc/1.0/queryables
href: https://geoservice.dlr.de/eoc/ogc/stac/collections/ENMAP_HSI_L2A/queryables?f=json
type: application/schema+json
title: Queryables
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" ], "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "search2 = catalog.search(\n", " collections= collections, \n", " bbox= bbox,\n", " datetime=dates,\n", " filter_lang=\"cql2-text\",\n", " filter=parameters\n", ")\n", "\n", "items2 = search2.item_collection()\n", "print(f\"{len(items2)} items found\")\n", "items2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After the query parameters are as desired, we can download the data using the script provided below. \n", "- In Line 5 the path has to be specified, where the data should be stored. The script will create subfolders for every Item. \n", "- in Line 8 the EnMAP-Account credentials have to be provided (also possible to save them in a external file and import them, so that they dont have to be provided in plaintext)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "metadata": {} }, "outputs": [], "source": [ "import os\n", "import urllib3\n", "import shutil\n", "\n", "path = r\"*****location*****\" #Add location, for example /localhome/user_name/projects/enmap for linux\n", "\n", "http = urllib3.PoolManager()\n", "header = urllib3.make_headers(basic_auth='***USER***:***PASSWORD***') #Add your User / PW\n", "\n", "for item in items:\n", " download_path = os.path.join(path, item.collection_id, item.id)\n", " if not os.path.exists(download_path):\n", " os.makedirs(download_path, exist_ok=True)\n", " print(\"Folder {} was created.\".format(download_path))\n", " print(\"=====================\")\n", " for name, asset in item.assets.items():\n", " with http.request('GET', asset.href, headers=header, preload_content=False) as a, open(os.path.join(download_path, asset.href.rsplit('/',1)[1]), 'wb') as out_file:\n", " shutil.copyfileobj(a, out_file)\n", " print(\"The following data: \", os.listdir(download_path), \"was downloaded to the folder: {}.\".format(download_path))\n", " print(\"=====================\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Download using CLI-Tools\n", "\n", "To download data using just CLI-Tools one has to first get the session cookie from the UMS. \n", "The easiest way is to log into the UMS using the Browser. \n", "\n", "In this case we go to the Geoservice [EnMAP L2A Download page](https://download.geoservice.dlr.de/ENMAP/files/L2A/). We will be reconnected to the [UMS](https://sso.eoc.dlr.de/eoc/auth/login?service=https://download.geoservice.dlr.de/ENMAP/files/L2A/) (see Image 1). Before entering the login credentials, open the \"Web Developer Tool\" (Firefox: F12 or using settings) and switch to the \"Network\" Context. Now enter the credentials and login. There will be a GET-request (see Image 2) to download.geoservice.dlr.de with the file name that was accessed, this request contains the Session-Cookie that we need. We can just right click on the GET-request and under \"Copy Value\" choose \"Copy as cURL\". With this copied cURL-command we can just run the same download again, but from the command line. To start a additional download, just exchange the URL that is used in the command. \n", "\n", "Here an example of a cURL-request, to make it work, the ***=====COOKIE=====*** has to be adapted.\n", "\n", "### cURL\n", "\n", "curl 'https://download.geoservice.dlr.de/ENMAP/files/L2A/2024/05/10/DT0000073114/05/ENMAP01-____L2A-DT0000073114_20240510T211450Z_005_V010402_20240523T183506Z-METADATA.XML' -H 'User-Agent: Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:109.0) Gecko/20100101 Firefox/115.0' -H 'Accept: text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,*/*;q=0.8' -H 'Accept-Language: en-US,en;q=0.5' -H 'Accept-Encoding: gzip, deflate, br' -H 'DNT: 1' -H 'Connection: keep-alive' -H 'Cookie: session=***=====COOKIE=====***' -H 'Upgrade-Insecure-Requests: 1' -H 'Sec-Fetch-Dest: document' -H 'Sec-Fetch-Mode: navigate' -H 'Sec-Fetch-Site: same-origin' -H 'Sec-Fetch-User: ?1'\n", "\n", "### wget\n", "\n", "To use the same command with wget we just have to interchange the -H parameters to --header parameters. \n", "\n", "wget 'https://download.geoservice.dlr.de/ENMAP/files/L2A/2024/05/12/DT0000072933/01/ENMAP01-____L2A-DT0000072933_20240512T115339Z_001_V010402_20240515T224006Z-SPECTRAL_IMAGE_COG.TIF' --header 'User-Agent: Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:109.0) Gecko/20100101 Firefox/115.0' --header 'Accept: text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,*/*;q=0.8' --header 'Accept-Language: en-US,en;q=0.5' --header 'Accept-Encoding: gzip, deflate, br' --header 'DNT: 1' --header 'Connection: keep-alive' --header 'Cookie: session=***=====COOKIE=====***' --header 'Upgrade-Insecure-Requests: 1' --header 'Sec-Fetch-Dest: document' --header 'Sec-Fetch-Mode: navigate' --header 'Sec-Fetch-Site: same-site' --header 'Sec-Fetch-User: ?1'\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "![cli_2.png](cli_2.png)\n", "*Image 1: UMS Login Page*\n", "\n", "\n", "\n", "![cli_1.png](cli_1.png)\n", "*Image 2: Session Cookies in the \"Web Developer Tool\"" ] } ], "metadata": { "kernelspec": { "display_name": "ums_cas", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.16" } }, "nbformat": 4, "nbformat_minor": 2 }