Get data from EOCAT provider

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Get data from EOCAT provider#

eocat provides access to ESA Third Party and Heritage Missions data.

STAC API available on https://eocat.esa.int/eo-catalogue.

Third Party Missions:#

  • ALOS-1, JERS-1, KOMPSAT-2, SPOT, …

Heritage Missions:#

  • ERS, ENVISAT, GOCE, …

eocat uses a new authentication plugin EOIAMAuth for EOIAM authentication through its HTML forms mechanism.

Registration guide on EODAG documentation: EOCAT registration.

Set credentials in the user configuration file ~/.config/eodag/eodag.yml:

eocat:
    auth:
        credentials:
            username: PLEASE_CHANGE_ME
            password: PLEASE_CHANGE_ME

or through environment variables:

os.environ["EODAG__EOCAT__AUTH__CREDENTIALS__USERNAME"] = "PLEASE_CHANGE_ME"
os.environ["EODAG__EOCAT__AUTH__CREDENTIALS__PASSWORD"] = "PLEASE_CHANGE_ME"
[1]:
# Switch to minimal mode for the exception handlers
%xmode Minimal

# Filter out EOCAT search SSL certificate warning
import urllib3
urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)

from eodag import EODataAccessGateway, EOProduct, SearchResult
dag = EODataAccessGateway()
Exception reporting mode: Minimal

Check available collections

[2]:
collections = dag.list_collections(provider="eocat")
collections
[2]:
CollectionsList (120)
0  Collection("ALOS")
id: 'ALOS',
title: 'Alos African Coverage ESA archive',
description: 'ALOS Africa is a dataset of the best available (cloud minimal, below 10%) African coverage acquired by AVNIR-2 in OBS mode and PRISM in OB1 mode (all Backward, Nadir and Forward views, in separated products), two different collections one for each instrument. The processing level for both AVNIR-2 and PRISM products is L1B.',
extent: { 'spatial': { 'bbox': [[-26 , -37 , 53 , 37 ] ] } , 'temporal': { 'interval': [[2006-07-09 00:00:00+00:00 , 2009-05-12 23:59:59.999000+00:00 ] ] } },
keywords: ['35-km-prism' , '691.65-km' , '70-km-avnir-2' , 'agriculture' , 'alos' , 'alos-1' , 'av2-obs-11' , 'avnir-2' , 'earth-science->-agriculture' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'forestry' , 'high-resolution---hr-(5---20)-m' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'medium-resolution---mr-(20---500)-m' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'prism' , 'psm-ob1-11' , 'snow-and-ice' , 'sun-synchronous' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['AVNIR-2' ],
platform: 'ALOS-1',
1  Collection("ALOS.AVNIR-2.L1C")
id: 'ALOS.AVNIR-2.L1C',
title: 'ALOS AVNIR-2 L1C',
description: 'This collection is providing access to the ALOS-1 AVNIR-2 (Advanced Visible and Near Infrared Radiometer type 2) L1C data acquired by ESA stations in the ADEN zone plus some worldwide data requested by European scientists. The ADEN zone (https://earth.esa.int/eogateway/documents/20142/37627/ALOS-ADEN-Zone.pdf) was the area belonging to the European Data node and covered both the European and the African continents, large part of the Greenland and the Middle East. The full mission is covered, obviously with gaps outside to the ADEN zone: • Time windows: from 2006-04-28 to 2011-04-20 • Orbits: from 1375 to 27898 • Path (corresponds to JAXA track number): from 1 to 670 • Row (corresponds to JAXA scene centre frame number): from 370 to 5230 One single Level 1C product types is offered for the OBS instrument mode: AV2_OBS_1C. The Level 1C product is a multispectral image (three bands in VIS and one in NIR) in GEOTIFF format with 10 m resolution.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2006-04-28 00:00:00+00:00 , 2011-04-20 23:59:59.999000+00:00 ] ] } },
keywords: ['691.65-km' , '70-km' , 'agriculture' , 'alos-1' , 'alos.avnir-2.l1c' , 'avnir-2' , 'earth-science->-agriculture' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-land-use/land-cover' , 'forestry' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'land-use-and-land-cover' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['AVNIR-2' ],
platform: 'ALOS-1',
2  Collection("ALOS.PALSAR.FBS.FBD.PLR.products")
id: 'ALOS.PALSAR.FBS.FBD.PLR.products',
title: 'ALOS PALSAR products',
description: 'The dataset contains all ESA acquisitions over the ADEN zone (Europe, Africa and the Middle East) plus some products received from JAXA over areas of interest around the world. Further information on ADEN zones can be found in this technical note (https://earth.esa.int/eogateway/documents/20142/37627/ALOS-ADEN-Zone.pdf). ALOS PALSAR products are available in following modes:• Fine Beam Single polarisation(FBS): single polarisation (HH or VV), swath 40-70km, resolution 10m, temporal coverage from 02/05/2006 to 30/03/2011 • Fine Beam Double polarisation (FBD): double polarisation (HH/HV or VV/VH) ), swath 40-70km, resolution 10m, temporal coverage from 02/05/2006 to 30/03/2011 • Polarimetry mode (PLR), with four polarisations simultaneously: swath 30km, resolution 30m, temporal coverage from 26/08/2006 to 14/04/2011 • ScanSAR Burst mode 1 (WB1), single polarization: swath 250-350km, resolution 100m, temporal coverage from 12/06/2006 to 21/04/2011 Following processing levels are available: • RAW( level 1.0): Raw data generated by every downlink segment and every band. Divided into an equivalent size to one scene. • GDH (level 1.5):Ground range Detected, Normal resolution product • GEC (level 1.5): Geocoded product',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2006-05-02 00:00:00+00:00 , 2011-04-14 23:59:59.999000+00:00 ] ] } },
keywords: ['250-km-(wb1)' , '30-km-(plr)' , '40-70-km-(fbd-and-fbs)' , '691.65-km' , 'alos-1' , 'alos.palsar.fbs.fbd.plr.products' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions->-environmental-governance/management' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'environmental-governance-and-management' , 'fbd-gdh-1p' , 'fbd-gec-1p' , 'fbd-raw-0p' , 'fbd-slc-1p' , 'fbs-gdh-1p' , 'fbs-gec-1p' , 'fbs-raw-0p' , 'fbs-slc-1p' , 'imaging-radars' , 'l-band-(19.4---76.9)-cm' , 'land-surface' , 'medium-resolution---mr-(20---500)-m' , 'natural-hazards-and-disaster-risk' , 'palsar' , 'plr-gdh-1p' , 'plr-gec-1p' , 'plr-raw-0p' , 'plr-slc-1p' , 'snow-and-ice' , 'sun-synchronous' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'wb1-gdh-1p' , 'wb1-gec-1p' , 'wb1-raw-0p' ],
license: 'other',
instruments: ['PALSAR' ],
platform: 'ALOS-1',
3  Collection("ALOSIPY")
id: 'ALOSIPY',
title: 'ALOS PALSAR International Polar Year Antarctica',
description: 'International Polar Year (IPY), focusing on the north and south polar regions, aimed to investigate the impact of how changes to the ice sheets affect ocean and climate change to the habitats in these regions. IPY was a collaborative project involving over sixty countries for two years from March 2007 to March 2009. To meet the project goal, world space agencies observed these regions intensively using their own Earth observation satellites. One of these satellites, ALOS - with the PALSAR (Phased Array type L-band Synthetic Aperture Radar) sensor - observed these regions independently from day-night conditions or weather conditions. Carrying on this initiative, ESA is providing the ALOS PALSAR IPY Antarctica dataset, which consists of full resolution ALOS PALSAR ScanSAR WB1 products (100m spatial resolution) over Antarctica from July 2008 (cycle 21) to December 2008 (Cycle 24) and from May 2009 (cycle 27) to March 2010 (cycle 31). Missing products between the two periods above is due to L0 data over Antarctica not being available in ADEN archives and not processed to L1. Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://alos-ds.eo.esa.int/smcat/ALOSIPY/ available on the Third Party Missions Dissemination Service.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , -50 ] ] } , 'temporal': { 'interval': [[2008-07-25 00:00:00+00:00 , 2010-03-31 23:59:59.999000+00:00 ] ] } },
keywords: ['250---360-km' , '691.65-km' , 'alos-1' , 'alosipy' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-oceans' , 'earth-science->-solid-earth' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'imaging-radars' , 'l-band-(19.4---76.9)-cm' , 'medium-resolution---mr-(20---500)-m' , 'oceans' , 'palsar' , 'psr-wb1-15' , 'snow-and-ice' , 'solid-earth' , 'sun-synchronous' ],
license: 'other',
instruments: ['PALSAR' ],
platform: 'ALOS-1',
4  Collection("ALOS_PRISM_L1B")
id: 'ALOS_PRISM_L1B',
title: 'Alos PRISM L1B',
description: 'This collection provides access to the ALOS-1 PRISM (Panchromatic Remote-sensing Instrument for Stereo Mapping) L1B data acquired by ESA stations in the ADEN zone plus some data requested by European scientists over their areas of interest around the world. The ADEN zone (https://earth.esa.int/eogateway/documents/20142/37627/ALOS-ADEN-Zone.pdf) was the area belonging to the European Data node and covered both the European and African continents, a large part of Greenland and the Middle East. The full mission is covered, though with gaps outside of the ADEN zone: Time window: from 2006-07-09 to 2011-03-31 Orbits: from 2425 to 24189 Path (corresponds to JAXA track number): from 1 to 668 Row (corresponds to JAXA scene centre frame number): from 55 to 7185. Two different Level 1B product types (Panchromatic images in VIS-NIR bands, 2.5 m resolution at nadir) are offered, one for each available sensor mode: PSM_OB1_11 -> composed of up to three views; Nadir, Forward and Backward at 35 km swath PSM_OB2_11 -> composed of up to two views; Nadir view at 70 km width and Backward view at 35 km width. All ALOS PRISM EO-SIP products have, at least, the Nadir view which is used for the frame number identification. All views are packaged together; each view, in CEOS format, is stored in a directory named according to the view ID according to the JAXA naming convention.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2006-07-09 00:00:00+00:00 , 2011-03-31 23:59:59.999000+00:00 ] ] } },
keywords: ['35-km' , '691.65-km' , '70-km' , 'alos-1' , 'alos-prism-l1b' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-land-use/land-cover' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-surface-water' , 'human-dimensions' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'land-use-and-land-cover' , 'mapping-and-cartography' , 'natural-hazards-and-disaster-risk' , 'prism' , 'psm-ob1-11' , 'psm-ob2-11' , 'sun-synchronous' , 'surface-water' , 'terrestrial-hydrosphere' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['PRISM' ],
platform: 'ALOS-1',
5  Collection("ASA_AP__0P_Scenes")
id: 'ASA_AP__0P_Scenes',
title: 'Envisat ASAR AP Co- and Cross-polar L0 [ASA_APC/APH/APV_0P]',
description: 'The ASAR Alternating Polarization Mode Level 0 (Co-polar and Cross-polar H and V) products contain time-ordered Annotated Instrument Source Packets (AISPs) corresponding to one of the three possible polarisation combinations: HH & HV, VV & VH and HH & VV, respectively. The echo samples in the AISPs have been compressed to 4 bits/sample using FBAQ. This is a high-rate, narrow swath mode, so data is only acquired for partial orbit segments. There are two co-registered images per acquisition and may be from one of seven different image swaths. The Level 0 product was produced systematically for all data acquired within this mode. Data Size: 56-100 km across track x 100 km along track There are three AP Mode Level 0 products: - ASA_APH_0P: The Cross-polar H Level 0 product corresponds to the polarisation combination HH/HV. - ASA_APV_0P: The Cross-polar V Level 0 product corresponds to the polarisation combination VV/VH. - ASA_APC_0P: The Co-polar Level 0 product corresponds to the polarisation combination HH/VV= H and H received/V transmit and V received.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-11-15 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asa-ap--0p-scenes' , 'asar' , 'coastal-processes' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'imaging-radars' , 'natural-hazards-and-disaster-risk' , 'ocean-waves' , 'oceans' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
6  Collection("AUX_Dynamic_Open")
id: 'AUX_Dynamic_Open',
title: 'SMOS Auxiliary Data',
description: 'The Level 2 ECMWF SMOS Auxiliary data product, openly available to all users, contains ECMWF data on the ISEA 4-9 DGG corresponding to SMOS half-orbit. It is used by both the ocean salinity and soil moisture operational processors to store the geophysical parameters from ECMWF forecasts. Access to other SMOS Level 1 and Level 2 "dynamic" and "static" auxiliary datasets is restricted to Cal/Val users. The detailed content of the SMOS Auxiliary Data Files (ADF) is described in the Products Specification documents available in the Resources section below.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2010-06-01 00:00:00+00:00 , None ] ] } },
keywords: ['1000-km' , '758-km' , 'aux-dynamic-open' , 'earth-science->-agriculture->-soils' , 'earth-science->-agriculture->-soils->-soil-moisture/water-content' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-salinity/density' , 'interferometric-radiometers' , 'land-surface' , 'miras' , 'oceans' , 'salinity-and-density' , 'smos' , 'soil-moisture' , 'soils' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIRAS' ],
platform: 'SMOS',
7  Collection("AVHRRLocalAreaCoverageImagery10")
id: 'AVHRRLocalAreaCoverageImagery10',
title: 'AVHRR Level-1B/1C Local Area Coverage Imagery',
description: 'Level-1B description This collection is composed of AVHRR L1B products (1.1 km) reprocessed from the NOAA POES and Metop AVHRR sensors data acquired at the University of Dundee and University of Bern ground stations and from the ESA and University of Bern data historical archive. The product format is the NOAA AVHRR Level 1B that combines the AVHRR data from the HRPT stream with ancillary information like Earth location and calibration data which can be applied by the user. Other appended parameters are time codes, quality indicators, solar and satellite angles and telemetry. Two data collections cover Europe and the neighbouring regions in the period of 1 January 1981 to 31 December 2020 and the acquired data in the context of the 1-KM project in the ‘90s. During the early 1990’s various groups, including the International Geosphere-Biosphere Programme (IGBP), the Commission of the European Communities (CEC), the Moderate Resolution Imaging Spectrometer (MODIS) Science Team and ESA concluded that a global land 1 KM AVHRR data set would have been crucial to study and develop algorithms for several land products for the Earth Observing System. USGS, NOAA, ESA and other non-U.S. AVHRR receiving stations endorsed the initiative to collect a global land 1-km multi-temporal AVHRR data set over all land surfaces using NOAA's TIROS "afternoon" polar-orbiting satellite. On 1 April 1992, the project officially began up to the end of 1999 with the utilisation of 23 stations worldwide plus the NOAA local area coverage (LAC) on-board recorders. The global land 1-km AVHRR dataset is composed of 5 channels, raw AVHRR dataset at 1.1 km resolution from the NOAA-11 and NOAA-14 satellites covering land surfaces, inland water and coastal areas. Level-1C Description This data collection consists of measurements from the Advanced Very High Resolution Radiometer (AVHRR) at 1.1km full Local Area Coverage (LAC) resolution. It is based on the ESA AVHRR Level 1B European Data Set, a curated collection of AVHRR 1km data from 1981 to 2020 covering Europe, selected areas in Africa and the acquired data out-of-Europe in the context of the 1-KM project in the ‘90s (see the Level-1B description for details). The AVHRR LAC measurements were processed by the Remote Sensing Research Group of the University Bern, Switzerland. A landmark based navigation correction software adjusted time and satellite attitude to improve the georeferencing accuracy. The PyGAC software was used to convert the counts to reflectances for the visible and near-infrared channels 1, 2, 3A, and to brightness temperatures for the infrared channels 3B, 4, 5. The infrared calibration uses on-board calibration data and is satellite specific without cross-calibration between satellites. Due to the lack of on-board calibration data for the visible channels calculated coefficients from the CIMSS PATMOS-X project, version 2017r1, were used for the visible calibration aiming to minimize spectral differences among the various AVHRR sensors. The data format is NetCDF. The calibrated AVHRR data are accompanied by coordinates, satellite and solar angles, additional metadata, and basic quality indicators. The NOAA nomenclature is used for the data record labelling it as a set of AVHRR L1C data.',
extent: { 'spatial': { 'bbox': [[-30 , 35 , 70 , 90 ] ] } , 'temporal': { 'interval': [[1981-01-01 00:00:00+00:00 , 2020-12-31 23:59:59.999000+00:00 ] ] } },
keywords: ['1.0' , '3000-km' , '804---870-km' , 'avh-l1b-1p' , 'avh-l1c-1p' , 'avhrr' , 'avhrrlocalareacoverageimagery10' , 'clouds' , 'earth-science->-atmosphere->-clouds' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-oceans->-ocean-temperature' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'essential-climate-variables' , 'imaging-spectrometers/radiometers' , 'low-resolution---lr-(500---1200)-m' , 'metop' , 'mwir-(3.0---6.0)-µm' , 'nir-(0.75---1.30)-µm' , 'noaa-poes' , 'ocean-temperature' , 'snow-and-ice' , 'sun-synchronous' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['AVHRR' , 'AVHRR' ],
platform: 'NOAA POES,Metop',
8  Collection("Cartosat-1.Euro-Maps.3D")
id: 'Cartosat-1.Euro-Maps.3D',
title: 'Cartosat-1 Euro-Maps 3D',
description: 'A large number of European cities are covered by this dataset; for each city you can find one or more Cartosat-1 ortho image products and one or more Euro-Maps 3D DSM tiles clipped to the extent of the ortho coverage. The Euro-Maps 3D DSM is a homogeneous, 5 m spaced Digital Surface Model semi-automatically derived from 2.5 m Cartosat-1 in-flight stereo data with a vertical accuracy of 10 m. The very detailed and accurate representation of the surface is achieved by using a sophisticated and well adapted algorithm implemented on the basis of the Semi-Global Matching approach. The final product includes several pixel-based quality and traceability layers: The dsm layer (*_dsm.tif) contains the elevation heights as a geocoded raster file The source layer (*_src.tif) contains information about the data source for each height value/pixel The number layer (*_num.tif) contains for each height value/pixel the number of IRS-P5 Cartosat-1 stereo pairs used for the generation of the DEM The quality layer (*_qc.tif) is set to 1 for each height/pixel value derived from IRS-P5 Cartosat-1 data and which meets or exceeds the product specifications The accuracy vertical layer (*_acv.tif) contains the absolute vertical accuracy for each quality controlled height value/pixel. The ortho image is a Panchromatic image at 2.5 m resolution. The following table defines the offered product types. EO-SIP product type Description PAN_PAM_3O IRS-P5 Cartosat-1 ortho image DSM_DEM_3D IRS-P5 Cartosat-1 DSM',
extent: { 'spatial': { 'bbox': [[-33 , 27 , 47 , 72 ] ] } , 'temporal': { 'interval': [[2007-09-30 00:00:00+00:00 , 2015-06-04 23:59:59.999000+00:00 ] ] } },
keywords: ['27km' , '618-km' , 'cameras' , 'cartosat-1.euro-maps.3d' , 'diseases-and-pests' , 'dsm-dem-3d' , 'earth-science->-agriculture->-agricultural-plant-science->-plant-diseases/disorders/pests' , 'earth-science->-agriculture->-agricultural-plant-science->-weeds' , 'invasive-species' , 'irs-p5' , 'noxious-plants-or-invasive-plants' , 'pan' , 'pan-pam-3o' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['PAN' ],
platform: 'IRS-P5',
9  Collection("CosmoSkyMed")
id: 'CosmoSkyMed',
title: 'COSMO-SkyMed ESA archive',
description: 'The COSMO-SkyMed ESA archive collection is a dataset of COSMO-SkyMed products that ESA collected over the years with worldwide coverage. The dataset regularly grows as ESA collects new products. The following list delineates the characteristics of the SAR measurement modes that are disseminated under ESA Third Party Missions (TPM). - STRIPMAP HIMAGE (HIM): achieving medium resolution (3m x 3m single look), wide swath imaging (swath extension ≥40 km) . - STRIPMAP PINGPONG (SPP): achieving medium resolution (15 m)), medium swath imaging (swath ≥30 km) with two radar polarization's selectable among HH, HV, VH and VV. - SCANSAR WIDE (SCW): achieving radar imaging with swath extension of 100x100 km2 and a spatial resolution of 30x30 m2. - SCANSAR HUGE (SCH): achieving radar imaging with swath extension of 200x200 km2 and a spatial resolution selectable of 100x100 m2. Processing Levels: - Level 1A - Single-look Complex Slant (SCSB and SCSU) : RAW data focused in slant range-azimuth projection, that is the sensor natural acquisition projection; product contains In-Phase and Quadrature of the focused data, weighted and radiometrically equalised. The processing of the 1A_SCSU product differs from that of the 1A_SCSB product for the following features: a non-weighted processing is performed, which means that windowing isn't applied on the processed bandwidth; radiometric equalisation (in terms of compensation of the range antenna pattern and incidence angle) is not performed; hence only compensation of the antenna transmitter gain and receiver attenuation and range spreading loss is applied.• Level 1B - Detected Ground Multi-look (DGM): product obtained detecting, multi-looking and projecting the Single-look Complex Slant data onto a grid regular in ground. Spotlight Mode products are not multi-looked - Level 1C - Geocoded Ellipsoid Corrected (GEC) and Level 1D - Geocoded Terrain Corrected (GTC): Obtained projecting the Level 1A product onto a regular grid in a chosen cartographic reference system. In case of Lev 1C the surface is the earth ellipsoid while for the Lev 1D a DEM (Digital Elevation Model) is used to approximate the real earth surface. Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/CosmoSkyMed/ available on the Third Party Missions Dissemination Service.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2008-09-15 00:00:00+00:00 , None ] ] } },
keywords: ['100-km-for-scansar-wide' , '200-km-for-scansar-huge' , '30-km-stripmap-ping-pong' , '40-km-stripmap-himage' , '619.6-km' , 'cosmo-skymed' , 'cosmoskymed' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-tectonic-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans->-marine-environment-monitoring' , 'earth-science->-solid-earth->-geomorphic-landforms/processes' , 'geomorphic-landforms-and-processes' , 'high-resolution---hr-(5---20)-m' , 'imaging-radars' , 'marine-environment-monitoring' , 'medium-resolution---mr-(20---500)-m' , 'natural-hazards-and-disaster-risk' , 'sar' , 'sar-him-1b' , 'sar-him-1c' , 'sar-him-1d' , 'sar-him-ab' , 'sar-him-au' , 'sar-sch-1b' , 'sar-sch-1c' , 'sar-sch-1d' , 'sar-sch-ab' , 'sar-sch-au' , 'sar-scw-1b' , 'sar-scw-1c' , 'sar-scw-1d' , 'sar-scw-ab' , 'sar-scw-au' , 'sar-spp-1b' , 'sar-spp-1c' , 'sar-spp-1d' , 'sar-spp-ab' , 'sar-spp-au' , 'soils' , 'sun-synchronous' , 'topography' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'x-band-(2.8---5.2)-cm' ],
license: 'other',
instruments: ['SAR' ],
platform: 'COSMO-SkyMed',
10  Collection("CryoSat.products")
id: 'CryoSat.products',
title: 'CryoSat products',
description: 'CryoSat's primary payload is the SAR/Interferometric Radar Altimeter (SIRAL) (https://earth.esa.int/eogateway/instruments/siral) which has extended capabilities to meet the measurement requirements for ice-sheet elevation and sea-ice freeboard. CryoSat also carries three star trackers for measuring the orientation of the baseline. In addition, a radio receiver called Doppler Orbit and Radio Positioning Integration by Satellite (DORIS) and a small laser retroreflector ensures that CryoSat's position will be accurately tracked. More detailed information on CryoSat instruments is available on the CryoSat mission page. The following CryoSat datasets are available and distributed to registered users: Level 1B and L2 Ice products: FDM, LRM, SAR and SARIn Consolidated Level 2 (GDR): (LRM+SAR+SARIN) consolidated ice products over an orbit Intermediate Level 2 Ice products: LRM, SAR and SARIn L1b and L2 Ocean Products: GOP and IOP CryoTEMPO EOLIS Point Products CryoTEMPO EOLIS Gridded Products Detailed information concerning each of the above datasets is available in the CryoSat Products Overview (https://earth.esa.int/eogateway/missions/cryosat/products) and in the news item: CryoSat Ocean Products now open to scientific community (https://earth.esa.int/web/guest/missions/esa-operational-eo-missions/cryosat/news/-/asset_publisher/47bD/content/cryosat-ocean-products-now-open-to-scientific-community). CryoSat Level 1B altimetric products contain time and geo-location information as well as SIRAL measurements in engineering units. Calibration corrections are included and have been applied to the window delay computations. In Offline products, geophysical corrections are computed from Analysis Auxiliary Data Files (ADFs), whereas in FDM products corrections are computed for Forecast ADFs. All corrections are included in the data products and therefore the range can be calculated by taking into account the surface type. The Offline Level 2 LRM, SAR and SARIn ice altimetric products are generated 30 days after data acquisition and are principally dedicated to glaciologists working on sea-ice and land-ice areas. The Level 2 FDM products are near-real time ocean products, generated 2-3 hours after data acquisition, and fulfill the needs of some ocean operational services. Level 2 products contain the time of measurement, the geo-location and the height of the surface. IOP and GOP are outputs of the CryoSat Ocean Processor. These products are dedicated to the study of ocean surfaces, and provided specifically for the needs of the oceanographic community. IOP are generated 2-3 days after data sensing acquisition and use the DORIS Preliminary Orbit. GOP are typically generated 30 days after data sensing acquisition and use the DORIS Precise Orbit. Geophysical corrections are computed from the Analysis ADFs, however following the oceanographic convention the corrections are available but not directly applied to the range (as for FDM). The CryoSat ThEMatic PrOducts (Cryo-TEMPO) projects aim to deliver a new paradigm of simplified, harmonized, and agile CryoSat-2 products, that are easily accessible to new communities of non-altimeter experts and end users. The Cryo-TEMPO datasets include dedicated products over five thematic areas, covering Sea Ice, Land Ice, Polar Ocean, Coastal Ocean and Inland Water, together with a novel SWATH product (CryoTEMPO-EOLIS) that exploits CryoSat's SARIn mode over ice sheet margins. The standard Cryo-TEMPO products include fully-traceable uncertainties and use rapidly evolving, state-of-the-art processing dedicated to each thematic area. Throughout the project, the products will be constantly evolved, and validated by a group of Thematic Users, thus ensuring optimal relevance and impact for the intended target communities. More information on the Cryo-TEMPO products can be found on the Project Website (http://cryosat.mssl.ucl.ac.uk/tempo/index.html). The CryoTEMPO-EOLIS swath product exploits CryoSat's SARIn mode and the novel Swath processing technique to deliver increased spatial and temporal coverage of time-dependent elevation over land ice, a critical metric for tracking ice mass trends in support to a wide variety of end-users. The CryoTEMPO-EOLIS swath product exploits CryoSat's SARIn mode and the novel Swath processing technique to deliver increased spatial and temporal coverage of time-dependent elevation over land ice, a critical metric for tracking ice mass trends in support to a wide variety of end-users.The dataset consists of systematic reprocessing of the entire CryoSat archive to generate new L2-Swath products, increasing data sampling by 1 to 2 orders of magnitude compared with the operational L2 ESA product. In addition, the EOLIS dataset is joined with the ESA L2 Point-Of-Closest-Approach to generate monthly DEM (Digital Elevation Model) products. This dataset will further the ability of the community to analyse and understand trends across the Greenland Ice Sheet margin, Antarctica and several mountain glaciers and ice caps around the world.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2010-04-08 00:00:00+00:00 , None ] ] } },
keywords: ['cryosat' , 'cryosat.products' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-oceans' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'fdm' , 'gop' , 'grd' , 'inclined' , 'iop' , 'lrm' , 'non-sun-synchronous' , 'oceans' , 'sar' , 'sarin' , 'snow-and-ice' ],
license: 'other',
platform: 'CryoSat',
11  Collection("ENVISAT.ASA.APM_1P")
id: 'ENVISAT.ASA.APM_1P',
title: 'Envisat ASAR AP Medium Resolution L1 [ASA_APM_1P]',
description: 'This ASAR Alternating Polarization Medium Resolution Image product has been generated from Level 0 data collected when the instrument was in Alternating Polarisation Mode. The product has lower geometric resolution but higher radiometric resolution than ASA_APP and contains one or two co-registered images corresponding to one of the three polarisation combination submodes (HH and VV, HH and HV, VV and VH). This product has been processed using the SPECAN algorithm and contains radiometric resolution good enough for ice applications and covers a continuous area along the imaging swath. The ASAR AP L0 full mission data archive has been bulk processed to Level 1 (ASA_APM_1P) in Envisat format with the IPF-ASAR processor version 6.03. Spatial Resolution: 150 m ground range x 150 m azimuth',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-11-15 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'coastal-processes' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat.asa.apm-1p' , 'imaging-radars' , 'natural-hazards-and-disaster-risk' , 'ocean-waves' , 'oceans' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
12  Collection("ENVISAT.ASA.APP_1P")
id: 'ENVISAT.ASA.APP_1P',
title: 'Envisat ASAR AP Precision L1 [ASA_APP_1P]',
description: 'This ASAR Alternating Polarisation Mode Precision product is generated from Level 0 data collected when the instrument is in Alternating Polarisation Mode (7 possible swaths). The product contains two CO-registered images corresponding to one of the three polarisation combination submodes (HH and VV, HH and HV, VV and VH). This is a stand-alone multi-look, ground range, narrow swath digital image generated using the SPECAN algorithm and the most up to date auxiliary information available at the time of processing. Engineering corrections and relative calibration (antenna elevation gain, range spreading loss) are applied to compensate for well-understood sources of system variability. Generation of this product uses a technique to allow half the looks of an image to be acquired in horizontal polarisation and the other half in vertical polarisation and processed to 30-m resolution (with the exception of IS1). Absolute calibration parameters are available depending on external calibration activities and are provided in the product annotations. Spatial Resolution: 30 m ground range x 30 m azimuth',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-11-15 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'coastal-processes' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat.asa.app-1p' , 'imaging-radars' , 'medium-resolution---mr-(20---500)-m' , 'natural-hazards-and-disaster-risk' , 'ocean-waves' , 'oceans' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
13  Collection("ENVISAT.ASA.APS_1P")
id: 'ENVISAT.ASA.APS_1P',
title: 'Envisat ASAR AP Single-Look Complex L1 [ASA_APS_1P]',
description: 'This product is a complex, slant-range, digital image generated from Level 0 data collected when the instrument is in Alternating Polarisation mode. (7 possible swaths). It contains two CO-registered images corresponding to one of the three polarisation combination submodes (HH and VV, HH and HV, VV and VH). In addition, the product uses the Range Doppler algorithm and the most up to date processing parameters available at the time of processing. It can be used to derive higher level products for SAR image quality assessment, calibration and interferometric applications, if allowed by the instrument acquisition. A minimum number of corrections and interpolations are performed on the data in order to allow the end-user maximum freedom to derive higher level products. Complex output data is retained to avoid loss of information. Absolute calibration parameters are available depending on external calibration activities and are provided in the product annotations. Spatial Resolution: approximately 8m slant range x approximately 4m azimuth',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-11-15 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'coastal-processes' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat.asa.aps-1p' , 'high-resolution---hr-(5---20-m)' , 'imaging-radars' , 'natural-hazards-and-disaster-risk' , 'ocean-waves' , 'oceans' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
14  Collection("ENVISAT.ASA.GM1_1P")
id: 'ENVISAT.ASA.GM1_1P',
title: 'Envisat ASAR Global Monitoring L1 [ASA_GM1_1P]',
description: 'This product has been generated from Level 0 data collected when the instrument was in Global Monitoring Mode. One product covers a full orbit. The product includes slant range to ground range corrections. This strip-line product is the standard for ASAR Global Monitoring Mode. It is processed to approximately 1 km resolution using the SPECAN algorithm. The swath width is approximately 400 km. The ASAR GM L0 full mission data archive has been bulk processed to Level 1 (ASA_GM1_1P) in Envisat format with the IPF-ASAR processor version 6.03. Spatial Resolution: 1 km ground range x 1 km azimuth.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2004-02-02 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'cryosphere' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'envisat' , 'envisat.asa.gm1-1p' , 'imaging-radars' , 'land-surface' , 'oceans' , 'sea-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
15  Collection("ENVISAT.ASA.IMM_1P")
id: 'ENVISAT.ASA.IMM_1P',
title: 'Envisat ASAR IM Medium Resolution L1 [ASA_IMM_1P]',
description: 'This ASAR Medium Resolution strip-line product has been generated from Level 0 data collected when the instrument was in Image Mode. This product has lower resolution but higher radiometric resolution than the ASA_IMP. The product covers a continuous area along the imaging swath and features an ENL (radiometric resolution) good enough for ice applications. It is intended to perform applications-oriented analysis on large scale phenomena and multi-temporal imaging. This product provides a continuation of the ERS-SAR Image Mode data. The ASAR IM L0 full mission data archive has been bulk processed to Level 1 (ASA_IMM_1P) in Envisat format with the IPF-ASAR processor version 6.03. Spatial Resolution: 150 m ground range x 150 m azimuth',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-10-18 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'cryosphere' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat.asa.imm-1p' , 'imaging-radars' , 'land-surface' , 'oceans' , 'sea-ice' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
16  Collection("ENVISAT.ASA.IMP_1P")
id: 'ENVISAT.ASA.IMP_1P',
title: 'Envisat ASAR IM Precision L1 [ASA_IMP_1P]',
description: 'This is a multi-look, ground range, digital Precision Image generated from Level 0 data collected when the instrument was in Image Mode (7 possible swaths HH or VV polarisation). The product includes slant range to ground range correction. It is for users wishing to perform applications-oriented analysis and applies to multi-temporal imaging and to derive backscattering coefficients. The stand-alone image is generated using the Range/Doppler algorithm. The processing uses up to date (at time of processing) auxiliary parameters corrected for antenna elevation gain, and range spreading loss. Engineering corrections and relative calibration are applied to compensate for well-understood sources of system variability. Absolute calibration parameters, when available (depending on external calibration activities) are provided in the product annotations. This product provides a continuation of the ERS-SAR_PRI product. Spatial Resolution: 30 m ground range x 30 m azimuth',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-10-18 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'cryosphere' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat.asa.imp-1p' , 'imaging-radars' , 'land-surface' , 'oceans' , 'sea-ice' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
17  Collection("ENVISAT.ASA.IMS_1P")
id: 'ENVISAT.ASA.IMS_1P',
title: 'Envisat ASAR IM Single Look Complex L1 [ASA_IMS_1P]',
description: 'This data product represents a single-look, complex, slant-range, digital image generated from Level 0 ASAR data collected when the instrument is in Image Mode. Seven possible swaths in HH or VV polarisation are available. The product is primarily intended for use in SAR quality assessment and calibration or applications requiring complex SAR images such as interferometry, and can be used to derive higher level products. The spatial coverage is about 100 km along track per 56- 100 km across track, and the radiometric resolution is 1 look in azimuth, 1 look in range. The file size is 741 Mbytes. It is worth highlighting that Azimuth pixel spacing depends on Earth-Satellite relative velocity and actual PRF and slant range pixel spacing is given by ASAR sampling frequency (19.208 Mhz). Auxiliary data include: Orbit state vector, Time correlation parameters, Main Processing parameters ADS, Doppler Centroid ADS, Chirp ADS, Antenna Elevation Pattern ADS, Geolocation Grid ADS, SQ ADS. Spatial Resolution: approximately 8m slant range x approximately 4m azimuth',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-10-18 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'cryosphere' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat.asa.ims-1p' , 'imaging-radars' , 'land-surface' , 'oceans' , 'sea-ice' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
18  Collection("ENVISAT.ASA.IM__0P")
id: 'ENVISAT.ASA.IM__0P',
title: 'Envisat ASAR IM L0 [ASA_IM__0P]',
description: 'The ASAR Image Mode source packets Level 0 data product offers Level 0 data for possible images processing on an other processing site. It includes some mandatory information for SAR processing. The Image Mode Level 0 product consists of time-ordered Annotated Instrument Source Packets (AISPs) collected by the instrument in Image Mode. The echo samples contained in the AISPs are compressed to 4 bits/sample using Flexible Block Adaptive Quantisation (FBAQ). This is a high-rate, narrow swath mode so data is only acquired for partial orbit segments and may be from one of seven possible image swaths. The Level 0 product is produced systematically for all data acquired within this mode. This product provides a continuation of the ERS-SAR_RAW product.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-10-18 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'coastal-processes' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-ocean-waves' , 'envisat' , 'envisat.asa.im--0p' , 'imaging-radars' , 'natural-hazards-and-disaster-risk' , 'ocean-waves' , 'oceans' , 'soils' , 'sun-synchronous' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
19  Collection("ENVISAT.ASA.WSM_1P")
id: 'ENVISAT.ASA.WSM_1P',
title: 'Envisat ASAR WS Medium Resolution L1 [ASA_WSM_1P]',
description: 'This strip-line product has been generated from Level 0 data collected when the instrument was in Wide Swath Mode. The product includes slant range to ground range corrections and it covers a continuous area along the imaging swath. It is intended to perform applications-oriented analysis on large scale phenomena over a wide region and for multi-temporal imaging. This is the standard product for ASAR Wide Swath Mode. The ASAR WS L0 full mission data archive has been bulk processed to Level 1 (ASA_WSM_1P) in Envisat format with the IPF-ASAR processor version 6.03. Spatial Resolution: 150 m slant range x 150 m azimuth.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-10-28 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'cryosphere' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat.asa.wsm-1p' , 'imaging-radars' , 'land-surface' , 'oceans' , 'sea-ice' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
20  Collection("ENVISAT.ASA.WSS_1P")
id: 'ENVISAT.ASA.WSS_1P',
title: 'Envisat ASAR WS Single Look Complex L1 [ASA_WSS_1P]',
description: 'The Level-1B data product offered by ESA from the ASAR Wide-Swath Mode (WS) is the multi-look detected product (ASA_WSM_1P), intended to support applications that exploit intensity data. In order to support the development of new applications with the ASAR ScanSAR data, a WSM product providing phase information has been developed and implemented in the ESA ASAR processor, the Wide-Swath Single-Look complex product (ASA_WSS_1P). This product is mainly used for INSAR applications based either on wide-swath/wide-swath pairs or wide-swath/image mode pairs, applications of ocean current mapping, large-area ocean wave retrievals, and atmospheric water vapour characterisation. It shall be mentioned that the standard ESA WSS product is based on the prototype WSS processor developed by Polimi/Poliba, which has also been used to generate prototype products for testing the potential and preparing the exploitation of the WSS product. The ESA ASA_WSS_1P product is available as a standard Envisat ASAR product. The ASA_WSS_1P product format is slightly different from other ASAR products since: - there are 5 different MDSs, one per sub-swath - a "Doppler Grid" ADS has been included to support ocean current mapping applications - there are 5 records in the MPP ADS, one per sub-swath - there are 5 records in the SQ ADS, one per sub-swath Other key characteristics of the ASA_WSS_1P product are summarised below: - processing is fully phase preserving - data in the MDSs is sampled in a common grid both in range and in azimuth - standard product is 60 sec long with 80 m az. pixel spacing - auxiliary timeline information has been added in the Main Processing Parameters ADS - elevation antenna pattern correction is applied by default (although the product is a single-look complex) - Spatial Resolution: approximately 8 m slant range x 80 m azimuth',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-10-28 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-surface-topography' , 'envisat' , 'envisat.asa.wss-1p' , 'imaging-radars' , 'oceans' , 'sea-surface-topography' , 'sun-synchronous' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
21  Collection("ENVISAT.ASA.WS__0P")
id: 'ENVISAT.ASA.WS__0P',
title: 'Envisat ASAR WS L0 [ASA_WS__0P]',
description: 'The WS Mode Level 0 product consists of time-ordered AISPs collected while the instrument was is in Wide Swath Mode. The echo samples in the AISPs have been compressed to 4 bits/sample using FBAQ. This is a high-rate, wide swath (ScanSAR) mode so data is only acquired for partial orbit segments and is composed of data from five image swaths (SS1 to SS5). The Level 0 product is produced systematically for all data acquired within this mode. The objective of this product is to offer Level 0 data for possible images processing on another processing site. It includes mandatory information for SAR processing. Data Size: 400 km across track x 400 km along track',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-10-28 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'coastal-processes' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-ocean-waves' , 'envisat' , 'envisat.asa.ws--0p' , 'imaging-radars' , 'natural-hazards-and-disaster-risk' , 'ocean-waves' , 'oceans' , 'soils' , 'sun-synchronous' , 'vegetation' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
22  Collection("ENVISAT.ASA.WVI_1P")
id: 'ENVISAT.ASA.WVI_1P',
title: 'Envisat ASAR Wave SLC and Cross-Spectra Imagettes L1 [ASA_WVI_1P]',
description: 'This is the basic Level 1B ASAR Wave Mode product, including up to 400 single-look, complex, slant range, imagettes generated from Level 0 data, and up to 400 imagette power spectra computed using the cross-spectra methodology. The auxiliary parameters used are the most up to date at the time of processing. A minimum number of corrections and interpolations are performed in order to allow the end-user maximum freedom to derive higher level products. Complex output data is retained to avoid loss of information. Absolute calibration parameters, when available (depending on external calibration activities), are provided in the product annotations. Imagette power spectrum is equivalent to the ERS UWA (Near Real Time) product with revisited algorithm (cross-spectra) taking into account the higher quality of the SLC imagette. Note that starting from an SLC imagette, the generation of an ERS UWA-type product might be ensured by a simple look detection and summation. This product provides a continuation of the ERS SAR Wave Mode data. The ASAR Wave products were processed operationally using the version of PF-ASAR available at the time of processing and are available in Envisat format. Imagette Spatial Resolution: 20 m ground range x 20 m azimuth. Cross Spectra Output: Wavelength range from 20 to 1000 m in 24 logarithmic steps.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-10-30 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'coastal-processes' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-ocean-waves' , 'envisat' , 'envisat.asa.wvi-1p' , 'imaging-radars' , 'ocean-waves' , 'oceans' , 'sun-synchronous' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
23  Collection("ENVISAT.ASA.WVS_1P")
id: 'ENVISAT.ASA.WVS_1P',
title: 'Envisat ASAR Wave Cross Spectra Imagette L1 [ASA_WVS_1P]',
description: 'This ASAR Wave Mode product is extracted from the combined SLC and Cross Spectra product,(_$$ASA_WVI_1P$$ https://earth.esa.int/eogateway/catalog/envisat-asar-wave-slc-and-cross-spectra-imagettes-l1-asa_wvi_1p-), which is generated from data collected when the instrument was in Wave Mode using the Cross Spectra methodology. The product is meant for Meteo users. The spatial coverage is up to 20 spectra acquired every 100 km, with a minimum coverage of 5km x 5km. The file size has a maximum of 0.2 Mbytes. Auxiliary data include Orbit state vector, Time correlation parameters, Wave Processing parameters ADS, Wave Geolocation ADS, and SQ ADS. The product provides a continuation of the ERS -SAR Wave Mode data. The ASAR Wave products were processed operationally using the version of PF-ASAR available at the time of .processing and are available in Envisat format. Output: Wavelength range from 20 to 1000 m in 24 logarithmic steps.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-12-10 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'coastal-processes' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-ocean-chemistry' , 'earth-science->-oceans->-ocean-temperature' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-oceans->-sea-surface-topography' , 'envisat' , 'envisat.asa.wvs-1p' , 'imaging-radars' , 'ocean-chemistry' , 'ocean-temperature' , 'ocean-waves' , 'oceans' , 'sea-surface-topography' , 'sun-synchronous' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
24  Collection("ENVISAT.ASA.WVW_2P")
id: 'ENVISAT.ASA.WVW_2P',
title: 'Envisat ASAR WM Ocean Wave Spectra L2 [ASA_WVW_2P]',
description: 'This ASAR Wave Mode product is created by inverting the cross-spectra which is computed from inter-look processing of the SLC wave imagettes in order to derive the directional ocean product ocean wave spectra. Auxiliary ADSs included with the product remains the same as for the ASAR Wave Mode Cross-Spectra product (_$$ASA_WVS_1P$$ https://earth.esa.int/eogateway/catalog/envisat-asar-wave-imagette-cross-spectra-l1-asa_wvs_p- ). The output follows the format of the Envisat ASAR Level 1B Wave Mode Cross-Spectra Imagette (_$$ASA_WVS_1P$$ https://earth.esa.int/eogateway/catalog/envisat-asar-wave-imagette-cross-spectra-l1-asa_wvs_p- ) product. This is done in order to be compatible with the ground segment products of Envisat ASAR. This product provides a continuation of the ERS SAR Wave Mode data. The ASAR Wave products were processed operationally using the version of PF-ASAR available at the time of processing and are available in Envisat format. Output: Wavelength range from 20 to 1000 m in 24 logarithmic steps.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-12-10 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'asar' , 'coastal-processes' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-ocean-waves' , 'envisat' , 'envisat.asa.wvw-2p' , 'imaging-radars' , 'ocean-waves' , 'oceans' , 'sun-synchronous' ],
license: 'other',
instruments: ['ASAR' ],
platform: 'Envisat',
25  Collection("ENVISAT.MIP.NL__1P")
id: 'ENVISAT.MIP.NL__1P',
title: 'Envisat MIPAS L1 - Geo-located and calibrated atmospheric spectra [MIP_NL__1P]',
description: 'This MIPAS Level 1 data product covers the geo-located, spectrally and radiometrically calibrated limb emission spectra in the 685-2410 cm-1 wave number range. It comprises 5 bands: 685-980 cm-1, 1010-1180 cm-1, 1205-1510 cm-1, 1560-1760 cm-1, 1810-2410 cm-1 and covers the following spatial ranges: -Tangent height range: 5 to 170 km -Pointing range: (azimuth pointing range relative to satellite velocity vector): 160 deg - 195 deg (rearward anti-flight direction); 80 deg - 110 deg (sideward anti-Sun direction) The instantaneous field of view (IFOV) is 0.05230 (elevation) x 0.5230 (azimuth) deg. The length of measurement cell for an individual height step is approximately 300-500 km (dependent on tangent height and optical properties of the atmosphere). The spectral resolution spans from 0.030 to 0.035 cm-1, with a radiometric sensitivity of 4.2 to 50 nW / cm-1 / sr / cm2. The resolution range of the dataset is: 3 km (vertical) x 30 km (horizontal) at the tangent point. Please consult the Product Quality Readme - https://earth.esa.int/documents/700255/3711375/Read_Me_File_MIP_NL__1PY_ESA-EOPG-EBA-TN-1+issue1.1.pdf - file for MIPAS Level 1b IPF 8.03 before using the data.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-07-01 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'atmosphere' , 'atmospheric-chemistry' , 'atmospheric-radiation' , 'atmospheric-temperature' , 'climate' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-chemistry' , 'earth-science->-atmosphere->-atmospheric-radiation' , 'earth-science->-atmosphere->-atmospheric-temperature' , 'earth-science->-climate-indicators' , 'envisat' , 'envisat.mip.nl--1p' , 'interferometers' , 'mipas' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIPAS' ],
platform: 'Envisat',
26  Collection("ENVISAT.MIP.NL__2P")
id: 'ENVISAT.MIP.NL__2P',
title: 'Envisat MIPAS L2 - Temperature, pressure and atmospheric constituents profiles [MIPAS_2PS/2PE]',
description: 'This MIPAS Level 2 data product describes localised vertical profiles of pressure, temperature and 21 target species (H2O, O3, HNO3, CH4, N2O, NO2, CFC-11, ClONO2, N2O5, CFC-12, COF2, CCL4, HCN, CFC-14, HCFC-22, C2H2, C2H6, COCl2, CH3Cl, OCS and HDO). It has a global coverage of Earth's stratosphere and mesosphere at all latitudes and longitudes. The vertical resolution of p, T and VMR profiles varies from 3 to 4 km, whereas the horizontal resolution is approximately 300 km to 500 km along track. This depends on the tangent height range and optical properties of the atmosphere. Auxiliary data include spectroscopic data, microwindows data, validation data, initial guess p, T and trace gas VMR profiles. The resolution range of the dataset is: 3 km (vertical) x 30 km (horizontal) at the tangent point. The latest reprocessed MIPAS Level 2 data (v8.22) is available as 1) Standard products (MIPAS_2PS): A complete product containing 22 MIPAS L2 chemical species covering a single orbit and single species providing information generally needed by data users. 2) Extended products (MIPAS_2PE): A complete product containing 22 MIPAS L2 chemical species covering a single orbit and single species intended for diagnostics and expert users who need complete information about the retrieval process. Both products are available in NetCDF format Please refer to the MIPAS L2 v8.22 _$$Product Quality Readme file$$ https://earth.esa.int/eogateway/documents/20142/37627/README_V8_issue_1.0_20201221.pdf for further details.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-07-01 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'atmosphere' , 'atmospheric-chemistry' , 'atmospheric-radiation' , 'atmospheric-temperature' , 'climate' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-chemistry' , 'earth-science->-atmosphere->-atmospheric-radiation' , 'earth-science->-atmosphere->-atmospheric-temperature' , 'earth-science->-climate-indicators' , 'envisat' , 'envisat.mip.nl--2p' , 'interferometers' , 'mipas' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIPAS' ],
platform: 'Envisat',
27  Collection("ERSATSRL1BBrightnessTemperatureRadianceER1AT1RBTER2AT1RBT40")
id: 'ERSATSRL1BBrightnessTemperatureRadianceER1AT1RBTER2AT1RBT40',
title: 'ERS ATSR L1B Brightness Temperature/Radiance [ER1_AT_1_RBT / ER2_AT_1_RBT]',
description: 'The ERS-1/2 ATSR Level 1B Brightness Temperature/Radiance products (RBT) contain top of atmosphere (TOA) brightness temperature (BT) values for the infra-red channels and radiance values for the visible channels, when available, on a 1-km pixel grid. The visible channels are only available for the ATSR-2 instrument. Values for each channel and for the nadir and oblique views occupy separate NetCDF files within the Sentinel-SAFE format, along with associated uncertainty estimates. Additional files contain cloud flags, land and water masks, and confidence flags for each image pixel, as well as instrument and ancillary meteorological information. The ATSR-1 and ATSR-2 products [ER1_AT_1_RBT and ER2_AT_1_RBT], in NetCDF format stemming from the 4th ATSR reprocessing, are precursors of Envisat AATSR and Sentinel-3 SLSTR data. They have replaced the former L1B products [AT1_TOA_1P and AT2_TOA_1P] in Envisat format from the 3rd reprocessing. Users with Envisat-format products are recommended to move to the new Sentinel-SAFE like/NetCDF format products, and consult the ERS _$$ATSR Product Notice Readme document$$ https://earth.esa.int/eogateway/documents/20142/37627/ATSR-Level-1B-ERn-AT-1-RBT-Product-Notices-Readme.pdf The processing updates that have been put in place and the expected scientific improvements for the ERS ATSR 4th reprocessing data have been outlined in full in the _$$User Documentation for (A)ATSR 4th Reprocessing Products$$ https://earth.esa.int/documents/20142/37627/QA4EO-VEG-OQC-MEM-4538_User_Documentation_for__A_ATSR_4th_Reprocessing_Level_1.pdf .',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-01 00:00:00+00:00 , 2003-06-22 23:59:59.999000+00:00 ] ] } },
keywords: ['500-km' , '800-km' , 'atmosphere' , 'atmospheric-temperature' , 'atsr-1' , 'atsr-2' , 'earth-science->-agriculture->-forest-science->-forest-fire-science' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-temperature' , 'earth-science->-oceans' , 'ers-1' , 'ers-2' , 'ersatsrl1bbrightnesstemperatureradianceer1at1rbter2at1rbt40' , 'forest-fires' , 'imaging-spectrometers/radiometers' , 'low-resolution---lr-(500---1200)-m' , 'mwir-(3.0---6.0)-µm' , 'nir-(0.75---1.30)-µm' , 'oceans' , 'sun-synchronous' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['ATSR-1' , 'ATSR-2' ],
platform: 'ERS-1,ERS-2',
28  Collection("ERS_SAR_Envisat_ASAR_Alaska_mountains_L1_IM_AP")
id: 'ERS_SAR_Envisat_ASAR_Alaska_mountains_L1_IM_AP',
title: 'ERS SAR and Envisat ASAR Alaska mountains - L1 (IM/AP)',
description: 'Thematic collection: Bulk processed ERS-1/2 SAR IMP and Envisat ASAR IMP/APP Precision Level 1 products covering Alaska Mountains.',
extent: { 'spatial': { 'bbox': [[180 , 90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-08 00:00:00+00:00 , 2012-04-07 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'ami/sar' , 'asa-app-1p' , 'asar' , 'biosphere' , 'coastal-processes' , 'cryosphere' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat-5-–-1150-km' , 'envisat:-800-km' , 'envisat:-asa-imp-1p' , 'ers-1' , 'ers-2' , 'ers-2:-5-km' , 'ers-2:-782-to-785-km' , 'ers-2:-sar-imp-1p' , 'ers-sar-envisat-asar-alaska-mountains-l1-im-ap' , 'human-dimensions' , 'imaging-radars' , 'land-surface' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'pf-asar-v6.03' , 'pf-ers-v6.0*' , 'sea-ice' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' , 'ASAR' ],
platform: 'ERS-1,ERS-2,Envisat',
29  Collection("ERS_SAR_Envisat_ASAR_Alps_mountains_L1_IM_AP")
id: 'ERS_SAR_Envisat_ASAR_Alps_mountains_L1_IM_AP',
title: 'ERS SAR & Envisat ASAR Alps mountains - L1 (IM/AP)',
description: 'Thematic collection: Bulk processed ERS-1/2 SAR IMP and Envisat ASAR IMP/APP Precision Level 1 products covering the European Alps.',
extent: { 'spatial': { 'bbox': [[180 , 90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-07-30 00:00:00+00:00 , 2012-04-03 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'ami/sar' , 'asa-app-1p' , 'asar' , 'biosphere' , 'coastal-processes' , 'cryosphere' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'envisat' , 'envisat-5-–-1150-km' , 'envisat:-800-km' , 'envisat:-asa-imp-1p' , 'ers-1' , 'ers-2' , 'ers-2:-5-km' , 'ers-2:-782-to-785-km' , 'ers-2:-sar-imp-1p' , 'ers-sar-envisat-asar-alps-mountains-l1-im-ap' , 'human-dimensions' , 'imaging-radars' , 'land-surface' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'pf-asar-v6.03' , 'pf-ers-v6.0*' , 'sea-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' , 'ASAR' ],
platform: 'ERS-1,ERS-2,Envisat',
30  Collection("ERS_SAR_Envisat_ASAR_Austria_coverage_L1_IM")
id: 'ERS_SAR_Envisat_ASAR_Austria_coverage_L1_IM',
title: 'ERS SAR & Envisat ASAR Austria coverage - L1 (IM)',
description: 'Thematic collection: Bulk processed ERS-1/2 SAR and Envisat ASAR Image Mode Single Look Complex (IMS) and Precision (IMP) Level 1 products covering Austria generated by EODC.',
extent: { 'spatial': { 'bbox': [[180 , 90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-07-31 00:00:00+00:00 , 2012-04-03 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'ami/sar' , 'asa-imp-1p' , 'asar' , 'biosphere' , 'coastal-processes' , 'cryosphere' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'envisat' , 'envisat-5---1150-km' , 'envisat:-800-km' , 'envisat:-asa-ims-1p' , 'ers-1' , 'ers-2' , 'ers-2:-5-km' , 'ers-2:-782-to-785-km' , 'ers-2:-sar-ims-1p' , 'ers-sar-envisat-asar-austria-coverage-l1-im' , 'human-dimensions' , 'imaging-radars' , 'land-surface' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'pf-asar-v6.03' , 'pf-ers-v6.0*' , 'sar-imp-1p' , 'sea-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' , 'ASAR' ],
platform: 'ERS-1,ERS-2,Envisat',
31  Collection("ERS_SAR_Envisat_ASAR_Iceland_mountains_L1_IM_AP")
id: 'ERS_SAR_Envisat_ASAR_Iceland_mountains_L1_IM_AP',
title: 'ERS SAR & Envisat ASAR Iceland mountains - L1 (IM/AP)',
description: 'Thematic collection: Bulk processed ERS-1/2 SAR IMP and Envisat ASAR IMP/APP Precision Level 1 products covering the Iceland mountains.',
extent: { 'spatial': { 'bbox': [[180 , 90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-07-30 00:00:00+00:00 , 2012-04-07 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'ami/sar' , 'asa-app-1p' , 'asar' , 'biosphere' , 'coastal-processes' , 'cryosphere' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'envisat' , 'envisat-5-–-1150-km' , 'envisat:-800-km' , 'envisat:-asa-imp-1p' , 'ers-1' , 'ers-2' , 'ers-2:-5-km' , 'ers-2:-782-to-785-km' , 'ers-2:-sar-imp-1p' , 'ers-sar-envisat-asar-iceland-mountains-l1-im-ap' , 'human-dimensions' , 'imaging-radars' , 'land-surface' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'pf-asar-v6.03' , 'pf-ers-v6.0*' , 'sea-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' , 'ASAR' ],
platform: 'ERS-1,ERS-2,Envisat',
32  Collection("ERS_SAR_Envisat_ASAR_Italy_volcanoes_L1_IM")
id: 'ERS_SAR_Envisat_ASAR_Italy_volcanoes_L1_IM',
title: 'ERS SAR & Envisat ASAR Italy volcanoes - L1 (IM)',
description: 'Thematic collection: ESAR OTF bulk processed ERS-1/2 SAR and Envisat ASAR Image Mode Single Look Complex (IMS) Level 1 products covering Italian volcanoes.',
extent: { 'spatial': { 'bbox': [[180 , 90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1992-05-01 00:00:00+00:00 , 2011-02-19 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'ami/sar' , 'asar' , 'biosphere' , 'coastal-processes' , 'cryosphere' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat-5-–-1150-km' , 'envisat:-800-km' , 'envisat:-asa-ims-1p' , 'ers-1' , 'ers-2' , 'ers-2:-5-km' , 'ers-2:-782-to-785-km' , 'ers-2:-sar-ims-1p' , 'ers-sar-envisat-asar-italy-volcanoes-l1-im' , 'human-dimensions' , 'imaging-radars' , 'land-surface' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'pf-asar-v6.03' , 'pf-ers-v6.05' , 'sea-ice' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' , 'ASAR' ],
platform: 'ERS-1,ERS-2,Envisat',
33  Collection("ERS_SAR_Envisat_ASAR_Pyrenees_mountains_L1_IM_AP")
id: 'ERS_SAR_Envisat_ASAR_Pyrenees_mountains_L1_IM_AP',
title: 'ERS SAR & Envisat ASAR Pyrenees mountains - L1 (IM/AP)',
description: 'Thematic collection: Bulk processed ERS-1/2 SAR IMP and Envisat ASAR IMP/APP Precision Level 1 products covering the Pyrenees mountains',
extent: { 'spatial': { 'bbox': [[180 , 90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-04 00:00:00+00:00 , 2012-04-07 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'ami/sar' , 'asa-app-1p' , 'asar' , 'biosphere' , 'coastal-processes' , 'cryosphere' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat-5-–-1150-km' , 'envisat:-800-km' , 'envisat:-asa-imp-1p' , 'ers-1' , 'ers-2' , 'ers-2:-5-km' , 'ers-2:-782-to-785-km' , 'ers-2:-sar-imp-1p' , 'ers-sar-envisat-asar-pyrenees-mountains-l1-im-ap' , 'human-dimensions' , 'imaging-radars' , 'land-surface' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'pf-asar-v6.03' , 'pf-ers-v6.0*' , 'sea-ice' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' , 'ASAR' ],
platform: 'ERS-1,ERS-2,Envisat',
34  Collection("ERS_SAR_Envisat_ASAR_Scandinavia_mountains_L1_IM_AP")
id: 'ERS_SAR_Envisat_ASAR_Scandinavia_mountains_L1_IM_AP',
title: 'ERS SAR & Envisat ASAR Scandinavia mountains - L1 (IM/AP)',
description: 'Thematic collection: Bulk processed ERS-1/2 SAR IMP and Envisat ASAR IMP/APP Precision Level 1 products covering the Scandinavia mountains',
extent: { 'spatial': { 'bbox': [[180 , 90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-07-30 00:00:00+00:00 , 2012-04-03 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'ami/sar' , 'asa-app-1p' , 'asar' , 'biosphere' , 'coastal-processes' , 'cryosphere' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'envisat-5-–-1150-km' , 'envisat:-800-km' , 'envisat:-asa-imp-1p' , 'ers-1' , 'ers-2' , 'ers-2:-5-km' , 'ers-2:-782-to-785-km' , 'ers-2:-sar-imp-1p' , 'ers-sar-envisat-asar-scandinavia-mountains-l1-im-ap' , 'imaging-radars' , 'land-surface' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'pf-asar-v6.03' , 'pf-ers-v6.0*' , 'sea-ice' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' , 'ASAR' ],
platform: 'ERS-1,ERS-2,Envisat',
35  Collection("ERS_SAR_Svalbard_coverage_L1_IM")
id: 'ERS_SAR_Svalbard_coverage_L1_IM',
title: 'ERS SAR Svalbard coverage - L1 (IM)',
description: 'Thematic collection: ESAR OTF bulk processed ERS-1/2 SAR Image Mode Single Look Complex (IMS) Level 1 products covering the Svalbard area generated for ESA CCI Glacier project.',
extent: { 'spatial': { 'bbox': [[180 , 90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-07-30 00:00:00+00:00 , 2011-07-03 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'ami/sar' , 'biosphere' , 'coastal-processes' , 'cryosphere' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'ers-1' , 'ers-2' , 'ers-2:-5-km' , 'ers-2:-782-to-785-km' , 'ers-2:-sar-ims-1p' , 'ers-sar-svalbard-coverage-l1-im' , 'human-dimensions' , 'imaging-radars' , 'land-surface' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'pf-ers-v6.05' , 'sea-ice' , 'snow-and-ice' , 'soils' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' ],
platform: 'ERS-1,ERS-2',
36  Collection("ESA_Orthorectified_Map_oriented_Level1_products")
id: 'ESA_Orthorectified_Map_oriented_Level1_products',
title: 'MOS-1/1B ESA Orthorectified Map-oriented Products [MES_GEC_1P]',
description: 'The ESA Orthorectified Map-oriented (Level 1) Products collection is composed of MOS-1/1B MESSR (Multi-spectral Electronic Self-Scanning Radiometer) data products generated as part of the MOS Bulk Processing Campaign using the MOS Processor v3.02. The products are available in GeoTIFF format and disseminated within EO-SIP packaging. Please refer to the _$$MOS Product Format Specification$$ https://earth.esa.int/eogateway/documents/d/earth-online/mos-product-format-specification for further details. The collection consists of data products of the following type: MES_GEC_1P: Geocoded Ellipsoid GCP Corrected Level 1 MOS-1/1B MESSR products which are the default products generated by the MOS MESSR processor in all cases (where possible), with usage of the latest set of LANDSAT improved GCP (Ground Control Points). These are orthorectified map-oriented products, corresponding to the old MOS-1/1B MES_ORT_1P products with geolocation improvements. MESSR Instrument Characteristics Band Wavelength Range (nm) Spatial Resolution (m) Swath Width (km) 1 (VIS) 510 – 690 50 100 2 (VIS) 610 – 690 50 100 3 (NIR) 720 – 800 50 100 4 (NIR) 800 – 1100 50 100',
extent: { 'spatial': { 'bbox': [[-120 , 19 , 95 , 87 ] ] } , 'temporal': { 'interval': [[1987-09-08 00:00:00+00:00 , 1993-08-20 23:59:59.999000+00:00 ] ] } },
keywords: ['100-km' , '909-km' , 'cryosphere' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-oceans->-sea-surface-topography' , 'esa-orthorectified-map-oriented-level1-products' , 'imaging-spectrometers/radiometers' , 'medium-resolution---mr-(20---500)-m' , 'mes-gec-1p' , 'messr' , 'mos-1' , 'mos-1b' , 'nir-(0.75---1.30)-µm' , 'oceans' , 'sea-ice' , 'sea-surface-topography' , 'sun-synchronous' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['MESSR' , 'MESSR' ],
platform: 'MOS-1,MOS-1B',
37  Collection("ESA_System_corrected_Level_1_MOS_1_1B_VTIR_product")
id: 'ESA_System_corrected_Level_1_MOS_1_1B_VTIR_product',
title: 'MOS-1/1B ESA System Corrected VTIR Products [VTI_SYC_1P]',
description: 'The ESA System Corrected (Level 1) MOS-1/1B VTIR Products collection is composed of MOS-1/1B VTIR (Visible and Thermal Infrared Radiometer) data products generated as part of the MOS Bulk Processing Campaign using the MOS Processor v3.02. The products are available in GeoTIFF format and disseminated within EO-SIP packaging. Please refer to the MOS Product Format Specification for further details. The collection consists of data products of the following type: VTI_SYC_1P: System corrected Level 1 MOS-1/1B VTIR products in EO-SIP format. Band Wavelength Range (µm) Spatial Resolution (km) Swath Width (km) 1 (VIS) 0.5 – 0.7 0.9 1500 2 (TIR) 6.0 – 7.0 2.7 1500 3 (TIR) 10.5 – 11.5 2.7 1500 4 (TIR) 11.5 – 12.5 2.7 1500',
extent: { 'spatial': { 'bbox': [[-120 , 19 , 95 , 87 ] ] } , 'temporal': { 'interval': [[1987-09-08 00:00:00+00:00 , 1993-09-30 23:59:59.999000+00:00 ] ] } },
keywords: ['100-km' , '909-km' , 'cryosphere' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-oceans->-sea-surface-topography' , 'esa-system-corrected-level-1-mos-1-1b-vtir-product' , 'imaging-spectrometers/radiometers' , 'medium-resolution---mr-(20---500)-m' , 'mos-1' , 'mos-1b' , 'nir-(0.75---1.30)-µm' , 'oceans' , 'sea-ice' , 'sea-surface-topography' , 'sun-synchronous' , 'vis-(0.40---0.75)-µm' , 'vti-syc-1p' , 'vtir' ],
license: 'other',
instruments: ['VTIR' , 'VTIR' ],
platform: 'MOS-1,MOS-1B',
38  Collection("ESA_System_corrected_map_oriented_Level_1_products")
id: 'ESA_System_corrected_map_oriented_Level_1_products',
title: 'MOS-1/1B ESA System Corrected Map-oriented Products [MES_GES_1P]',
description: 'The ESA System Corrected Map-oriented (Level 1) Products collection is composed of MOS-1/1B MESSR (Multi-spectral Electronic Self-Scanning Radiometer) data products generated as part of the MOS Bulk Processing Campaign using the MOS Processor v3.02. The products are available in GeoTIFF format and disseminated within EO-SIP packaging. Please refer to the _$$MOS Product Format Specification$$ https://earth.esa.int/eogateway/documents/d/earth-online/mos-product-format-specification for further details. The collection consists of data products of the following type: MES_GES_1P: Geocoded Ellipsoid System Corrected Level 1 MOS-1/1B MESSR products as generated by the MOS MESSR processor where the generation of MES_GEC_1P products is not possible. These replace the old MES_SYC_1P products. MESSR Instrument Characteristics Band Wavelength Range (nm) Spatial Resolution (m) Swath Width (km) 1 (VIS) 510 – 690 50 100 2 (VIS) 610 – 690 50 100 3 (NIR) 720 – 800 50 100 4 (NIR) 800 – 1100 50 100',
extent: { 'spatial': { 'bbox': [[-120 , 19 , 95 , 87 ] ] } , 'temporal': { 'interval': [[1987-09-08 00:00:00+00:00 , 1993-08-20 23:59:59.999000+00:00 ] ] } },
keywords: ['100-km' , '909-km' , 'cryosphere' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-oceans->-sea-surface-topography' , 'esa-system-corrected-map-oriented-level-1-products' , 'imaging-spectrometers/radiometers' , 'medium-resolution---mr-(20---500)-m' , 'mes-ges-1p' , 'messr' , 'mos-1' , 'mos-1b' , 'nir-(0.75---1.30)-µm' , 'oceans' , 'sea-ice' , 'sea-surface-topography' , 'sun-synchronous' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['MESSR' , 'MESSR' ],
platform: 'MOS-1,MOS-1B',
39  Collection("EnvisatAATSRL1BBrightnessTemperatureRadianceAT1RBT")
id: 'EnvisatAATSRL1BBrightnessTemperatureRadianceAT1RBT',
title: 'Envisat AATSR L1B Brightness Temperature/Radiance [ENV_AT_1_RBT]',
description: 'The Envisat AATSR Level 1B Brightness Temperature/Radiance product (RBT) contains top of atmosphere (TOA) brightness temperature (BT) values for the infra-red channels and radiance values for the visible channels, on a 1-km pixel grid. Values for each channel and for the nadir and oblique views occupy separate NetCDF files within the Sentinel-SAFE format, along with associated uncertainty estimates. Additional files contain cloud flags, land and water masks, and confidence flags for each image pixel, as well as instrument and ancillary meteorological information. This AATSR product [ENV_AT_1_RBT] in NetCDF format stemming from the 4th AATSR reprocessing, is a continuation of ERS ATSR data and a precursor of Sentinel-3 SLSTR data. It has replaced the former L1B product [ATS_TOA_1P] in Envisat format from the 3rd reprocessing. Users with Envisat-format products are recommended to move to the new Sentinel-SAFE like/NetCDF format products. The 4th reprocessing of ENVISAT AATSR data was completed in 2022; the processing updates that have been put in place and the expected scientific improvements have been outlined in full in the _$$User Documentation for (A)ATSR 4th Reprocessing Products$$ https://earth.esa.int/documents/20142/37627/QA4EO-VEG-OQC-MEM-4538_User_Documentation_for__A_ATSR_4th_Reprocessing_Level_1.pdf .',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-05-20 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['500-km' , '800-km' , 'aatsr' , 'earth-science->-oceans' , 'earth-science->-oceans->-ocean-temperature' , 'earth-science->-oceans->-sea-surface-topography' , 'envisat' , 'envisataatsrl1bbrightnesstemperatureradianceat1rbt' , 'imaging-spectrometers/radiometers' , 'low-resolution---lr-(500---1200)-m' , 'mwir-(3.0---6.0)-µm' , 'nir-(0.75---1.30)-µm' , 'ocean-temperature' , 'oceans' , 'sea-surface-topography' , 'sun-synchronous' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['AATSR' ],
platform: 'Envisat',
40  Collection("FDRforAltimetry")
id: 'FDRforAltimetry',
title: 'Fundamental Data Records for Altimetry [ALT_FDR___]',
description: 'This dataset is a Fundamental Data Record (FDR) resulting from the _$$ESA FDR4ALT project$$ https://www.fdr4alt.org/ . The Fundamental Data Record for Altimetry V1 products contain Level 0 and Level 1 altimeter-related parameters including calibrated radar waveforms and supplementary instrumental parameters describing the altimeter operating status and configuration through the satellite lifetime. The data record consists of data for the ERS-1, ERS-2 and Envisat missions for the period ranging from 1991 to 2012, and bases on the Level 1 data obtained from previous ERS REAPER and ENVISAT V3.0 reprocessing efforts incorporating new algorithms, flags, and corrections to enhance the accuracy and reliability of the data. For many aspects, the Altimetry FDR product has improved compared to the existing individual mission datasets: New neural-network waveform classification, surface type classification, distance to shoreline and surface flag based on GSHHG Instrumental calibration information directly available in the product Improved Orbit solutions Correction of REAPER drawbacks (i.e., time jumps and negative waveforms) The FDR4ALT products are available in NetCDF format. Free standard tools for reading NetCDF data can be used. Information for expert altimetry users is also available in a dedicated NetCDF group within the products. Please consult the _$$FDR4ALT Product User Guide$$ https://earth.esa.int/eogateway/documents/d/earth-online/fdr4alt-products-user-guide before using the data. The FDR4ALT datasets represent the new reference data for the ERS/Envisat altimetry missions, superseding any previous mission data. Users are strongly encouraged to make use of these datasets for optimal results.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-03 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'atmosphere' , 'bathymetry-and-seafloor-topography' , 'cryosphere' , 'earth-science->-atmosphere' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-oceans' , 'earth-science->-oceans->-bathymetry/seafloor-topography' , 'earth-science->-oceans->-marine-geophysics' , 'earth-science->-oceans->-ocean-circulation' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-oceans->-sea-surface-topography' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'ers-1' , 'ers-2' , 'fdrforaltimetry' , 'imaging-spectrometers/radiometers' , 'marine-geophysics' , 'mwr' , 'ocean-circulation' , 'ocean-waves' , 'oceans' , 'ra' , 'ra-2' , 'radar-altimeters' , 'sea-surface-topography' , 'snow-and-ice' , 'sun-synchronous' ],
license: 'other',
instruments: ['RA' , 'RA' , 'RA-2' ],
platform: 'ERS-1,ERS-2,Envisat',
41  Collection("FDRforAtmosphericCompositionATMOSL1B")
id: 'FDRforAtmosphericCompositionATMOSL1B',
title: 'Fundamental Data Record for Atmospheric Composition [ATMOS__L1B]',
description: 'The Fundamental Data Record (FDR) for Atmospheric Composition UVN Level 1b v.1.0 dataset is a cross-instrument Level-1 product [ATMOS__L1B] generated in 2023 and resulting from the _$$ESA FDR4ATMOS project$$ https://atmos.eoc.dlr.de/FDR4ATMOS/ . The FDR contains selected Earth Observation Level 1b parameters (irradiance/reflectance) from the nadir-looking measurements of the ERS-2 GOME and Envisat SCIAMACHY missions for the period ranging from 1995 to 2012. The data record offers harmonised cross-calibrated spectra, essential for subsequent trace gas retrieval. The focus lies on spectral windows in the Ultraviolet-Visible-Near Infrared regions the retrieval of critical atmospheric constituents like ozone (O3), sulphur dioxide (SO2), nitrogen dioxide (NO2) column densities, alongside cloud parameters in the NIR spectrum. For many aspects, the FDR product has improved compared to the existing individual mission datasets: • GOME solar irradiances are harmonised using a validated SCIAMACHY solar reference spectrum, solving the problem of the fast-changing etalon present in the original GOME Level 1b data; • Reflectances for both GOME and SCIAMACHY are provided in the FDR product. GOME reflectances are harmonised to degradation-corrected SCIAMACHY values, using collocated data from the CEOS PIC sites; • SCIAMACHY data are scaled to the lowest integration time within the spectral band using high-frequency PMD measurements from the same wavelength range. This simplifies the use of the SCIAMACHY spectra which were split in a complex cluster structure (with own integration time) in the original Level 1b data; • The harmonization process applied mitigates the viewing angle dependency observed in the UV spectral region for GOME data; • Uncertainties are provided. Each FDR product covers three FDRs (irradiance/reflectance for UV-VIS-NIR) for a single day within the same product including information from the individual ERS-2 GOME and Envisat SCIAMACHY orbits therein. FDR has been generated in two formats: Level 1A and Level 1B targeting expert users and nominal applications respectively. The Level 1A [ATMOS__L1A] data include additional parameters such as harmonisation factors, PMD, and polarisation data extracted from the original mission Level 1 products. The ATMOS__L1A dataset is not part of the nominal dissemination to users. In case of specific requirements, please contact _$$EOHelp$$ http://esatellus.service-now.com/csp?id=esa_simple_request&sys_id=f27b38f9dbdffe40e3cedb11ce961958 . The FDR4ATMOS products should be regarded as experimental due to the innovative approach and the current use of a limited-sized test dataset to investigate the impact of harmonization on the Level 2 target species, specifically SO2, O3 and NO2. Presently, this analysis is being carried out within follow-on activities. One of the main aspects of the project was the characterization of Level 1 uncertainties for both instruments, based on metrological best practices. The following documents are provided: 1. General guidance on a metrological approach to Fundamental Data Records (FDR) -> link TBC 2. Uncertainty Characterisation document -> link TBC 3. Effect tables -> link TBC 4. NetCDF files containing example uncertainty propagation analysis and spectral error correlation matrices for SCIAMACHY (Atlantic and Mauretania scene for 2003 and 2010) and GOME (Atlantic scene for 2003) links TBC reflectance_uncertainty_example_FDR4ATMOS_GOME.nc reflectance_uncertainty_example_FDR4ATMOS_SCIA.nc The FDR V1 is currently being extended to include the MetOp GOME-2 series. All the new products are conveniently formatted in NetCDF. Free standard tools, such as _$$Panoply$$ https://www.giss.nasa.gov/tools/panoply/ , can be used to read NetCDF data. Panoply is sourced and updated by external entities. For further details, please consult our _$$Terms and Conditions page$$ https://earth.esa.int/eogateway/terms-and-conditions .',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1995-06-28 00:00:00+00:00 , 2012-04-07 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'atmosphere' , 'atmospheric-chemistry' , 'atmospheric-radiation' , 'atmospheric-temperature' , 'climate' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-chemistry' , 'earth-science->-atmosphere->-atmospheric-radiation' , 'earth-science->-atmosphere->-atmospheric-temperature' , 'earth-science->-climate-indicators' , 'envisat' , 'ers-2' , 'fdrforatmosphericcompositionatmosl1b' , 'gome' , 'sciamachy' , 'spectrometers' , 'sun-synchronous' ],
license: 'other',
instruments: ['SCIAMACHY' , 'GOME' ],
platform: 'Envisat,ERS-2',
42  Collection("FDRforRadiometry")
id: 'FDRforRadiometry',
title: 'Fundamental Data Records for Radiometry [MWR_FDR___]',
description: 'This dataset is a Fundamental Data Record (FDR) resulting from the _$$ESA FDR4ALT project$$ https://www.fdr4alt.org/ . The Fundamental Data Record for Radiometry V1 products contain intercalibrated Top of the Atmosphere brightness temperatures at 23.8 and 36.5 GHz. The collection covers data for the ERS-1, ERS-2 and Envisat missions, and is built upon a new processing of Level 0 data, incorporating numerous improvements in terms of algorithms, flagging procedures, and corrections. Compared to existing datasets, the Radiometry FDR demonstrates notable improvements in several aspects: New solutions for instrumental effects (ERS Reflector loss, Skyhorn, and Sidelobe corrections) Native sampling rate of 7Hz with enhanced coverage The FDR4ALT products are available in NetCDF format. Free standard tools for reading NetCDF data can be used. Information for expert altimetry users is also available in a dedicated NetCDF group within the products. Please consult the _$$FDR4ALT Product User Guide$$ https://earth.esa.int/eogateway/documents/d/earth-online/fdr4alt-products-user-guide before using the data. The FDR4ALT datasets represent the new reference data for the ERS/Envisat altimetry missions, superseding any previous mission data. Users are strongly encouraged to make use of these datasets for optimal results.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-03 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'agriculture' , 'atmosphere' , 'atmospheric-water-vapour' , 'cryosphere' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-soils' , 'earth-science->-agriculture->-soils->-soil-moisture/water-content' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-water-vapor' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface->-soils' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'ers-1' , 'ers-2' , 'fdrforradiometry' , 'imaging-spectrometers/radiometers' , 'mwr' , 'ra' , 'ra-2' , 'radar-altimeters' , 'snow-and-ice' , 'soil-moisture' , 'soils' , 'sun-synchronous' ],
license: 'other',
instruments: ['RA' , 'RA' , 'RA-2' ],
platform: 'ERS-1,ERS-2,Envisat',
43  Collection("GEOSAT-1.and.2.ESA.archive")
id: 'GEOSAT-1.and.2.ESA.archive',
title: 'GEOSAT-1 and 2 ESA archive',
description: 'GEOSAT 1 and 2 collection is composed of products acquired by the GEOSAT 1 and GEOSAT 2 Spanish satellites. The collection regularly grows as ESA collects new products. GEOSAT-1 standard products offered are: • SL6_22P: SLIM6, 22m spatial resolution, from bank P • SL6_22S: SLIM6, 22m spatial resolution, from bank S • SL6_22T: SLIM6, 22m spatial resolution, 2 banks merged together GEOSAT-1 products are available in two different processing levels: • Level 1R: All 3 Spectral channels combined into a band-registered image using L0R data. Geopositioned product based on rigorous sensor model. Coefficients derived from internal and external satellite orientation parameters coming from telemetry and appended to metadata. • Level 1T: data Orthorectified to sub-pixel accuracy (10 meters RMS error approximately) with respect to Landsat ETM+ reference data and hole-filled seamless SRTM DEM data V3, 2006 (90 m). The use of the GCPs, it is not automatic, as it is done manually, which gives greater precision. (GCPs by human operators). GEOSAT-2 standard products offered are: • Pan-sharpened (HRA_PSH four-band image, HRA_PS3 321 Natural Colours, HRA_PS4 432 False Colours): a four-band image, resulting from adding the information of each multispectral band to the panchromatic band. The fusion does not preserve all spectral features of the multispectral bands, so it should not be used for radiometric purposes. • Panchromatic (HRA_PAN): a single-band image coming from the panchromatic sensor.HRA_MS4: Multispectral (HRA_MS4): a four-band image coming for the multispectral sensor, with band co-registration. • Bundle (HRA_PM4): a five-band image contains the panchromatic and multispectral products packaged together, with band co-registration. • Stereo Pair (HRA_STP): The image products obtained from two acquisitions of the same target performed from different viewpoints in the same pass by using the agility feature of the platform. It can be provided as a pair of pan sharpened or panchromatic images. GEOSAT-2 products are available in two different processing levels: • Level 1B: A calibrated and radiometrically corrected product, but not resampled. The product includes the Rational Polynomial Coefficients (RPC), the metadata with gain and bias values for each band, needed to convert the digital numbers into radiances at pixel level, and information about geographic projection (EPGS), corners geolocation, etc. • Level 1C: A calibrated and radiometrically corrected product, manually orthorectified and resampled to a map grid. The geometric information is contained in the GeoTIFF tags. Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/GEOSAT/ available on the Third Party Missions Dissemination Service. As per ESA policy, very high-resolution imagery of conflict areas cannot be provided.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-08-01 00:00:00+00:00 , None ] ] } },
keywords: ['12-km-(geosat-2)' , '620-km-(geosat-2)' , '625-km-(geosat-1)' , '663-km-(geosat-1)' , 'agriculture' , 'cameras' , 'earth-science->-agriculture' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-biosphere->-vegetation' , 'forestry' , 'geosat-1' , 'geosat-1.and.2.esa.archive' , 'geosat-2' , 'hirais' , 'hra-ms4-1b' , 'hra-ms4-1c' , 'hra-pan-1b' , 'hra-pan-1c' , 'hra-pm4-1b' , 'hra-pm4-1c' , 'hra-ps3-1b' , 'hra-ps3-1c' , 'hra-ps4-1b' , 'hra-ps4-1c' , 'hra-psh-1b' , 'hra-psh-1c' , 'hra-stp-1b' , 'hra-stp-1c' , 'imaging-spectrometers/radiometers' , 'medium-resolution---mr-(20---500)-m' , 'nir-(0.75---1.30)-µm' , 'sl6-22p-1r' , 'sl6-22p-1t' , 'sl6-22p-2t' , 'sl6-22s-1r' , 'sl6-22s-1t' , 'sl6-22s-2t' , 'sl6-22t-1r' , 'sl6-22t-1t' , 'sl6-22t-2t' , 'slim6' , 'sun-synchronous' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['SLIM6' , 'HiRAIS' ],
platform: 'GEOSAT-1,GEOSAT-2',
44  Collection("GEOSAT-2.Portugal.Coverage")
id: 'GEOSAT-2.Portugal.Coverage',
title: 'GEOSAT-2 Portugal Coverage 2021',
description: 'Description GEOSAT-2 Portugal coverage is a collection of a 2021`s data over the Portugal area, including islands. The available dataset hasve a cloud cover less thaen 10%, and is acquired up to 1m resolution with Geometric accuracy <6m CE90 based on Copernicus DEM @10m. in tThe following acquisition modesproduct types are available: • Pan-sharpened (4 bands, 321 Natural Colours or 432 False Colours): A four-band image, resulting from adding the information of each multispectral band to the panchromatic band. The fusion does not prereserves all spectral features of the multispectral bands, so it should not be used for radiometric purposes. Resolution 1m; Bands: All, R-G-B or Ni-R-G • Bundle: Panchromatic (1m resolution) + Multispectral bands (4m resolution): five-band image containing the panchromatic and multispectral products packaged together, with band co-registration. The available processing level is L1C orthorectified: a calibrated and radiometrically corrected product, manually orthorectified and resampled to a map grid. Product Type HRA_PM4_1C , HRA_PSH_1C Processing Level and Spatial Resolution L1B (native) L1C (ortho) Pan-sharpened 1.0m 1.0m Bundle (PAN+MS) 1.0m (P), 4.0m (MS) 1.0m (P), 4.0m(MS) Details',
extent: { 'spatial': { 'bbox': [[-39 , 28 , -2 , 48 ] ] } , 'temporal': { 'interval': [[2021-01-08 00:00:00+00:00 , 2021-12-11 23:59:59.999000+00:00 ] ] } },
keywords: ['12-km-at-nadir' , '620-km' , 'earth-science->-agriculture->-agricultural-plant-science->-weeds' , 'earth-science->-land-surface' , 'geosat-2' , 'geosat-2.portugal.coverage' , 'hirais' , 'imaging-spectrometers/radiometers' , 'invasive-species' , 'land-surface' , 'nir-(0.75---1.30)-µm' , 'noxious-plants-or-invasive-plants' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['HiRAIS' ],
platform: 'GEOSAT-2',
45  Collection("GEOSAT2SpainCoverage10")
id: 'GEOSAT2SpainCoverage10',
title: 'GEOSAT-2 Spain Coverage',
description: 'The GEOSAT-2 Spain Coverage collection consists of three separate coverages of Spain, including the Balearic and Canary islands, acquired by GEOSAT-2 between March and November of 2021, 2022, and 2023, respectively. Spatial coverage of the 2021 collection. The following product types are available: • Pan-sharpened: A four-band image, resulting from adding the information of each multispectral band to the panchromatic band. The fusion does not preserves all spectral features of the multispectral bands, so it should not be used for radiometric purposes. Resolution 1 m; Bands: All. • Bundle: Panchromatic (1 m resolution) + Multispectral bands (4 m resolution): five-band image containing the panchromatic and multispectral products packaged together, with band co-registration. The available processing level is L1C orthorectified: a calibrated and radiometrically corrected product, manually orthorectified and resampled to a map grid. Product Type Spatial Resolution Pan-sharpened 1.0 m Bundle (PAN + MS) 1.0 m (PAN), 4.0 m (MS)',
extent: { 'spatial': { 'bbox': [[-19 , 26 , 6 , 45 ] ] } , 'temporal': { 'interval': [[2021-03-01 00:00:00+00:00 , 2023-11-15 23:59:59.999000+00:00 ] ] } },
keywords: ['12-km' , '620-km' , 'agriculture' , 'biosphere' , 'earth-science->-agriculture' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface' , 'forestry' , 'geosat-2' , 'geosat2spaincoverage10' , 'hirais' , 'hra-pm4-1c' , 'hra-psh-1c' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['HiRAIS' ],
platform: 'GEOSAT-2',
46  Collection("GOCE_Global_Gravity_Field_Models_and_Grids")
id: 'GOCE_Global_Gravity_Field_Models_and_Grids',
title: 'GOCE Global Gravity Field Models and Grids',
description: 'This collection contains gravity gradient and gravity anomalies grids at ground level, at satellite height. In addition it contains the GOCE gravity field models (EGM_GOC_2,EGM_GCF_2) and their covariance matrices (EGM_GVC_2): Gridded Gravity gradients and anomalies at ground level: GO_CONS_GRC_SPW_2__20091101T000000_20111231T235959_0001.TGZ GO_CONS_GRC_SPW_2__20091101T055147_20120731T222822_0001.TGZ GO_CONS_GRC_SPW_2__20091101T055226_20131020T033415_0002.TGZ GO_CONS_GRC_SPW_2__20091009T000000_20131021T000000_0201.TGZ Latest baseline is: GO_CONS_GRC_SPW_2__20091009T000000_20131021T000000_0201.TGZ Gridded Gravity gradients and anomalies at satellite height: GO_CONS_GRD_SPW_2__20091101T055147_20100630T180254_0001.TGZ GO_CONS_GRD_SPW_2__20091101T055147_20120731T222822_0001.TGZ GO_CONS_GRD_SPW_2__20091101T055226_20131020T033415_0002.TGZ GO_CONS_GRD_SPW_2__20091009T000000_20131021T000000_0201.TGZ Latest baseline is: GO_CONS_GRD_SPW_2__20091009T000000_20131021T000000_0201.TGZ As output from the ESA-funded GOCE+ GeoExplore project, GOCE gravity gradients were combined with heterogeneous other satellite gravity information to derive a combined set of gravity gradients complementing (near)-surface data sets spanning all together scales from global down to 5 km. The data is useful for various geophysical applications and demonstrate their utility to complement additional data sources (e.g., magnetic, seismic) to enhance geophysical modelling and exploration. The GOCE+ GeoExplore project is funded by ESA through the Support To Science Element (STSE) and was undertaken as a collaboration of the Deutsches Geodätisches Forschungsinstitut (DGFI), Munich, DE, the Christian-Albrechts-Universität zu Kiel, the Geological Survey of Norway (NGU), Trondheim, Norway, TNO, the Netherlands and the University of West Bohemia, Plzen, CZ. Read more about gravity gradients and how GOCE delivered them in this Nature article: Satellite gravity gradient grids for geophysics (https://www.nature.com/articles/srep21050) View images of the GOCE original gravity gradients and gradients with topographic reduction grids (https://earth.esa.int/eogateway/missions/goce/data/goce-gravity-gradients-grids-map). Available Data GRIDS File Type: GGG_225 Gridded data - full Gravity Gradients, at 225 km and 255 km with and without topographic correction: Computed from GOCE/GRACE gradients lower orbit phase February 2010 - October 2013 File Type: GGG_255 Gridded data - full Gravity Gradients, at 225 km and 255 km with and without topographic correction: Computed from GOCE/GRACE gradients nominal orbit phase February 2010 - October 2013 File Type: TGG_255 Gridded data - full Gravity Gradients, at 225 km and 255 km with and without topographic correction: Gravity gradient grids from topography at fixed height of 225/255 km above ellipsoid given in LNOF (Local North Oriented Frame) File Type: TGG_225 Gridded data - full Gravity Gradients, at 225 km and 255 km with and without topographic correction: File Type: TGG_225 Gridded data - full Gravity Gradients, at 225 km and 255 km with and without topographic correction: Gravity gradient grids from topography at fixed height of 225/255 km above ellipsoid given in LNOF (Local North Oriented Frame) MAPS File Type: Vij_225km_Patch_n.jpg Maps of Gravity Gradients with and without topographic corrections: Maps of grids from lower orbit phase with topographic correction from ETOPO1 File Type: Vij_225km_Patch_n.jpg Maps of Gravity Gradients with and without topographic corrections: Maps of the original grids from lower orbit phase without topographic correction ALONG-ORBIT File Type: GGC_GRF Full Gravity Gradients, along-orbit, in GRF and TRF reference frames. A detailed description is provided in the data set user manual: Combined gradients from GRACE (long wavelengths) & GOCE (measurement band) in the GRF (Gradiometer Reference Frame) File Type: GGC_TRF Full Gravity Gradients, along-orbit, in GRF and TRF reference frames. A detailed description is provided in the data set user manual: Combined gradients from GRACE (long wavelengths) & GOCE (measurement band) rotated from GRF to TRF (Terrestrial Reference Frame: North, West, Up) Direct Solution First Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20100110T235959_0002.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20100110T235959_0002.TGZ Second Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20100630T235959_0002.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20100630T235959_0001.TGZ Third Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20110419T235959_0001.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20110419T235959_0001.TGZ Coefficients (ICGEM format): GO_CONS_EGM_GCF_2__20091101T000000_20110419T235959_0001.IDF (http://icgem.gfz-potsdam.de/tom_longtime) Fourth Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20120801T060000_0001.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20120801T060000_0002.TGZ Fifth Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20131020T235959_0002.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20131020T235959_0001.TGZ Coefficients (ICGEM format): GO_CONS_EGM_GOC_2__20091101T000000_20131020T235959_0001.IDF (http://icgem.gfz-potsdam.de/tom_longtime) Sixth Generation Product: GO_CONS_EGM_GOC_2__20091009T000000_20131020T235959_0201.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091009T000000_20131020T235959_0201.TGZ Coefficients (ICGEM format): GO_CONS_EGM_GOC_2__20091009T000000_20131020T235959_0201.IDF (http://icgem.gfz-potsdam.de/tom_longtime) Release 6 gravity model validation report (https://earth.esa.int/eogateway/documents/20142/37627/Release-6-gravity-model-validation-report-GO-TN-HPF-GS-0337-1.0.pdf) GO-TN-HPF-GS-0337_1.0 - Rel6_Validation_Report.pdf Time-Wise solution First Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20100111T000000_0002.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20100111T000000_0002.TGZ Second Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20100705T235500_0002.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20100705T235500_0001.TGZ Third Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20110430T235959_0001.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20110430T235959_0001.TGZ Coefficients (ICGEM format): GO_CONS_EGM_GCF_2__20091101T000000_20110430T235959_0001.IDF (http://icgem.gfz-potsdam.de/tom_longtime) Fourth Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20120618T235959_0002.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20120618T235959_0001.TGZ Fifth Generation Product: GO_CONS_EGM_GOC_2__20091101T000000_20131021T000000_0002.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091101T000000_20131021T000000_0001.TGZ Coefficients (ICGEM format): GO_CONS_EGM_GOC_2__20091101T000000_20131021T000000_0001.IDF (http://icgem.gfz-potsdam.de/tom_longtime) Sixth Generation Product: GO_CONS_EGM_GOC_2__20091009T000000_20131021T000000_0201.TGZ Variance/Covariance matrix: GO_CONS_EGM_GVC_2__20091009T000000_20131021T000000_0202.TGZ Coefficients (ICGEM format): GO_CONS_EGM_GOC_2__20091009T000000_20131021T000000_0201.IDF (http://icgem.gfz-potsdam.de/tom_longtime) Combined gravity field GOCE model plus Antarctic and Arctic data (ICGEM format): GO_CONS_EGM_GOC_2__20091009T000000_20160119T235959_0201.IDF (http://icgem.gfz-potsdam.de/tom_longtime) Release 6 gravity model validation report (https://earth.esa.int/eogateway/documents/20142/37627/Release-6-gravity-model-validation-report-GO-TN-HPF-GS-0337-1.0.pdf) GO-TN-HPF-GS-0337_1.0 - Rel6_Validation_Report.pdf',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-09-01 00:00:00+00:00 , 2012-07-31 23:59:59.999000+00:00 ] ] } },
keywords: ['250-km' , 'accelerometers' , 'earth-science->-solid-earth' , 'earth-science->-solid-earth->-geodetics' , 'egg' , 'geodetics' , 'goce' , 'goce-global-gravity-field-models-and-grids' , 'gps' , 'radar-altimeters' , 'solid-earth' , 'ssti' , 'str' , 'sun-synchronous' ],
license: 'other',
instruments: ['EGG' ],
platform: 'GOCE',
47  Collection("GOCE_Level_1")
id: 'GOCE_Level_1',
title: 'GOCE Level 1',
description: 'This collection contains the GOCE L1b data of the gradiometer, the star trackers, the GPS receiver, the magnetometers, magnetotorquers and the DFACS data of each accelerometer of the gradiometer. EGG_NOM_1b: latest baseline _0202 SST_NOM_1b: latest baseline _000x (always take the highest number available) ACC_DFx_1b: latest baseline _0001 (x=1:6) MGM_GOx_1b: latest baseline _0001 (x=1:3) MTR_GOC_1b: latest baseline _0001 SST_RIN_1b: latest baseline _000x (always take the highest number available) STR_VC2_1b: latest baseline _000x (always take the highest number available) STR_VC3_1b:latest baseline _000x (always take the highest number available)',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-09-01 00:00:00+00:00 , 2012-07-31 23:59:59.999000+00:00 ] ] } },
keywords: ['250-km' , 'accelerometers' , 'earth-science->-solid-earth' , 'earth-science->-solid-earth->-geodetics' , 'egg' , 'geodetics' , 'goce' , 'goce-level-1' , 'gps' , 'magnetometers' , 'mgm' , 'radar-altimeters' , 'solid-earth' , 'ssti' , 'str' , 'sun-synchronous' ],
license: 'other',
instruments: ['EGG' ],
platform: 'GOCE',
48  Collection("GOCE_Level_2")
id: 'GOCE_Level_2',
title: 'GOCE Level 2',
description: 'This collection contains GOCE level 2 data: Gravity Gradients in the gradiometer reference frame (EGG_NOM_2), in the terrestrial reference frame (EGG_TRF_2), GPS receiver derived precise science orbits (SST_PSO_2) and the non-tidal time variable gravity field potential with respect to a mean value in terms of a spherical harmonic series determined from atmospheric and oceanic mass variations as well as from a GRACE monthly gravity field time series (SST_AUX_2). EGG_NOM_2_: latest baseline: _0203 EGG_TRF_2_: latest baseline _0101 SST_AUX_2_: latest baseline _0001 SST_PSO_2_: latest baseline _0201',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-09-01 00:00:00+00:00 , 2012-07-31 23:59:59.999000+00:00 ] ] } },
keywords: ['250-km' , 'accelerometers' , 'earth-science->-solid-earth' , 'earth-science->-solid-earth->-geodetics' , 'egg' , 'geodetics' , 'goce' , 'goce-level-2' , 'gps' , 'radar-altimeters' , 'solid-earth' , 'ssti' , 'str' , 'sun-synchronous' ],
license: 'other',
instruments: ['EGG' ],
platform: 'GOCE',
49  Collection("GOCE_TEC_and_ROTI")
id: 'GOCE_TEC_and_ROTI',
title: 'GOCE TEC and ROTI',
description: 'GOCE total electron content (TEC) and rate of TEC index (ROTI) data.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-09-01 00:00:00+00:00 , 2012-07-31 23:59:59.999000+00:00 ] ] } },
keywords: ['250-km' , 'accelerometers' , 'earth-science->-solid-earth' , 'earth-science->-solid-earth->-geodetics' , 'egg' , 'geodetics' , 'goce' , 'goce-tec-and-roti' , 'gps' , 'radar-altimeters' , 'solid-earth' , 'ssti' , 'str' , 'sun-synchronous' ],
license: 'other',
instruments: ['EGG' ],
platform: 'GOCE',
50  Collection("GOCE_Telemetry")
id: 'GOCE_Telemetry',
title: 'GOCE Telemetry',
description: 'This collection contains all GOCE platform and instruments telemetry. For details see http://eo-virtual-archive1.esa.int/products/GOCE_BACKUP/MUST_TLM/GOCE_TLM_packets_description.xlsx.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-09-01 00:00:00+00:00 , 2012-07-31 23:59:59.999000+00:00 ] ] } },
keywords: ['250-km' , 'accelerometers' , 'earth-science->-solid-earth' , 'earth-science->-solid-earth->-geodetics' , 'egg' , 'geodetics' , 'goce' , 'goce-telemetry' , 'gps' , 'radar-altimeters' , 'solid-earth' , 'ssti' , 'str' , 'sun-synchronous' ],
license: 'other',
instruments: ['EGG' ],
platform: 'GOCE',
51  Collection("GOCE_Thermosphere_Data")
id: 'GOCE_Thermosphere_Data',
title: 'GOCE Thermosphere Data',
description: 'Thermospheric density and crosswind data products derived from GOCE data. latest baseline _0200 The GOCE+ Air Density and Wind Retrieval using GOCE Data project produced a dataset of thermospheric density and crosswind data products which were derived from ion thruster activation data from GOCE telemetry. The data was combined with the mission's accelerometer and star camera data products. The products provide data continuity and extend the accelerometer-derived thermosphere density data sets from the CHAMP and GRACE missions. The resulting density and wind observations are made available in the form of time series and grids. These data can be applied in investigations of solar-terrestrial physics, as well as for the improvement and validation of models used in space operations. Funded by ESA through the Support To Science Element (STSE) of ESA's Earth Observation Envelope Programme, supporting the science applications of ESA's Living Planet programme, the project was a partnership between TU Delft, CNES and Hypersonic Technology Göttingen. Dataset History Date: 18/04/2019 Change: - Time series data v2.0, covering the whole mission - Updated data set user manual - New satellite geometry and aerodynamic model (http://thermosphere.tudelft.nl/) - New vertical wind field - New data for the deorbit phase, (GPS+ACC and GPS-only versions) Reason: Updated satellite models and additional data Date: 14/07/2016 Change: - Time series data v1.5, covering the whole mission - Updated data set user manual Reason: Removal of noisy data Date: 31/07/2014 Change: - Time series data v1.4, covering the whole mission - Gridded data, now including error estimates - Updated data set user manual - Updated validation report; Updated ATBD Reason: Full GOCE dataset available Date: 28/09/2013 Change: - Version 1.3 density/winds timeseries and gridded data released - User manual updated to v1.3 Reason: Bug fix and other changes Date: 04/09/2013 - Version 1.2 density/winds timeseries and gridded data released, with user manual Reason: First public data release of thermospheric density/winds data',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-09-01 00:00:00+00:00 , 2012-07-31 23:59:59.999000+00:00 ] ] } },
keywords: ['250-km' , 'accelerometers' , 'earth-science->-solid-earth' , 'earth-science->-solid-earth->-geodetics' , 'egg' , 'geodetics' , 'goce' , 'goce-thermosphere-data' , 'gps' , 'radar-altimeters' , 'solid-earth' , 'ssti' , 'str' , 'sun-synchronous' ],
license: 'other',
instruments: ['EGG' ],
platform: 'GOCE',
52  Collection("GeoEye-1.ESA.archive")
id: 'GeoEye-1.ESA.archive',
title: 'GeoEye-1 ESA archive',
description: 'The GeoEye-1 archive collection consists of GeoEye-1 products requested by ESA supported projects over their areas of interest around the world. The dataset regularly grows as ESA collects new products over the years. Panchromatic (up to 40 cm resolution) and 4-Bands (up to 1.65 m resolution) products are available. The 4-Bands includes various options such as Multispectral (separate channel for Blue, Green, Red, NIR1), Pan-sharpened (Blue, Green, Red, NIR1), Bundle (separate bands for PAN, Blue, Green, Red, NIR1), Natural Colour (pan-sharpened Blue, Green, Red), Coloured Infrared (pan-sharpened Green, Red, NIR1). The processing levels are: STANDARD (2A): normalised for topographic relief View Ready Standard (OR2A): ready for orthorectification View Ready Stereo: collected in-track for stereo viewing and manipulation Map-Ready (Ortho) 1:12,000 Orthorectified: additional processing unnecessary. Spatial coverage: Check the spatial coverage of the collection on a map available on the Third Party Missions Dissemination Service. The following table summarises the offered product types EO-SIP product type Band Combination Description GIS_4B__2A 4-Band (4B) 4-Band Standard/ 4-Band Ortho Ready Standard GIS_4B__MP 4-Band (4B) 4-Band Map Scale Ortho GIS_4B__OR 4-Band (4B) 4-Band Ortho Ready Stereo GIS_PAN_2A Panchromatic (PAN) Panchromatic Standard/ Panchromatic Ortho Ready Standard GIS_PAN_MP Panchromatic (PAN) Panchromatic Map Scale Ortho GIS_PAN_OR Panchromatic (PAN) Panchromatic Ortho Ready Stereo As per ESA policy, very high-resolution imagery of conflict areas cannot be provided.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-03-29 00:00:00+00:00 , 2020-07-31 23:59:59.999000+00:00 ] ] } },
keywords: ['15.2-km' , '681-km' , 'cameras' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-environmental-governance/management' , 'earth-science->-human-dimensions->-human-settlements' , 'environmental-governance-and-management' , 'geoeye-1' , 'geoeye-1.esa.archive' , 'gis' , 'gis-4b--2a' , 'gis-4b--mp' , 'gis-4b--or' , 'gis-pan-2a' , 'gis-pan-mp' , 'gis-pan-or' , 'human-dimensions' , 'human-settlements' , 'l2' , 'l3' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['GIS' ],
platform: 'GeoEye-1',
processing:level: 'L2,L3',
53  Collection("ICEYE.ESA.Archive")
id: 'ICEYE.ESA.Archive',
title: 'ICEYE ESA archive',
description: 'The ICEYE ESA archive collection consists of ICEYE Level 1 products requested by ESA supported projects over their areas of interest around the world. The dataset regularly grows as ESA collects new products over the years. Three different modes are available: • Spot: with a slant resolution of 50 cm in range by 25 cm in azimuth that translated into the ground generates a ground resolution of 1 m over an area of 5 km x 5 km. Due to multi-looking, speckle noise is significantly reduced. • Strip: the ground swath is 30 x 50 km2 and the ground range resolution is 3 m. • Scan: a large area (100km x 100kmis acquired with ground resolution of 15m. Two different processing levels: • Single Look Complex (SLC): Level 1A geo-referenced product and stored in the satellite's native image acquisition geometry (the slant imaging plane) • Ground Range Detected (GRD): Level 1B product; detected, multi-looked and projected to ground range using an Earth ellipsoid model; the image coordinates are oriented along the flight direction and along the ground range; no image rotation to a map coordinate system is performed, interpolation artefacts not introduced. The following table defines the offered product types EO-SIP product type Mode Processing level XN_SM__SLC Strip Single Look Complex (SLC) - Level 1A XN_SM__GRD Strip Ground Range Detected (GRD) - Level 1B XN_SL__SLC Spot Single Look Complex (SLC) - Level 1A XN_SL__GRD Spot Ground Range Detected (GRD) - Level 1B XN_SR__GRD Scan Ground Range Detected (GRD) - Level 1B',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2018-12-03 00:00:00+00:00 , None ] ] } },
keywords: ['100-km-scan' , '30-km-strip' , '5-km-spot' , '570-km' , 'earth-science->-agriculture->-agricultural-aquatic-sciences->-fisheries' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-oceans->-aquatic-sciences->-fisheries' , 'fisheries' , 'forestry' , 'high-resolution---hr-(5---20)-m' , 'iceye' , 'iceye.esa.archive' , 'imaging-radars' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'x-band-(2.8---5.2)-cm' , 'x-sar' , 'xn-sl--grd' , 'xn-sl--slc' , 'xn-sm--grd' , 'xn-sm--slc' , 'xn-sr--grd' ],
license: 'other',
instruments: ['X-SAR' ],
platform: 'ICEYE',
54  Collection("IKONOS.ESA.archive")
id: 'IKONOS.ESA.archive',
title: 'IKONOS ESA archive',
description: 'ESA maintains an archive of IKONOS Geo Ortho Kit data previously requested through the TPM scheme and acquired between 2000 and 2008, over Europe, North Africa and the Middle East. The imagery products gathered from IKONOS are categorised according to positional accuracy, which is determined by the reliability of an object in the image to be within the specified accuracy of the actual location of the object on the ground. Within each IKONOS-derived product, location error is defined by a circular error at 90% confidence (CE90), which means that locations of objects are represented on the image within the stated accuracy 90% of the time. There are six levels of IKONOS imagery products, determined by the level of positional accuracy: Geo, Standard Ortho, Reference, Pro, Precision and PrecisionPlus. The product provided by ESA to Category-1 users is the Geo Ortho Kit, consisting of IKONOS Black-and-White images with radiometric and geometric corrections (1-metre pixels, CE90=15 metres) bundled with IKONOS multispectral images with absolute radiometry (4-metre pixels, CE90=50 metres). IKONOS collects 1m and 4m Geo Ortho Kit imagery (nominally at nadir 0.82m for panchromatic image, 3.28m for multispectral mode) at an elevation angle between 60 and 90 degrees. To increase the positional accuracy of the final orthorectified imagery, customers should select imagery with IKONOS elevation angle between 72 and 90 degrees. The Geo Ortho Kit is tailored for sophisticated users such as photogrammetrists who want to control the orthorectification process. Geo Ortho Kit images include the camera geometry obtained at the time of image collection. Applying Geo Ortho Kit imagery, customers can produce their own highly accurate orthorectified products by using commercial off the shelf software, digital elevation models (DEMs) and optional ground control. Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/IKONOS2/ available on the Third Party Missions Dissemination Service.',
extent: { 'spatial': { 'bbox': [[-8 , -9 , 75 , 65 ] ] } , 'temporal': { 'interval': [[2000-12-25 00:00:00+00:00 , 2008-12-09 23:59:59.999000+00:00 ] ] } },
keywords: ['681-709-km' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-landscape' , 'earth-science->-land-surface->-topography' , 'ikonos-2' , 'ikonos.esa.archive' , 'landscape' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'osa' , 'osa-geo-1p' , 'photon/optical-detectors' , 'single-image:-11.3-km-x-11.3-km.-nominal-strip:-11-km-x-100-km' , 'sun-synchronous' , 'topography' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['OSA' ],
platform: 'IKONOS-2',
55  Collection("IRS-1.archive")
id: 'IRS-1.archive',
title: 'IRS-1C/1D European coverage',
description: 'IRS-1C/1D dataset is composed of products generated by the Indian Remote Sensing (IRS) Satellites 1C/1D PAN sensor. The products, acquired from 1996 to 2004 over Europe, are radiometrically and ortho corrected level 1 black and white images at 5 metre resolution and cover an area of up to 70 x 70 km. Sensor: PAN Type: Panchromatic Resolution (m): 5 Coverage (km x km): 70 x 70 System or radiometrically corrected Ortho corrected (DN) Acquisition in Neustrelitz: 1996 - 2004 5 70 x 70 X X Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/IRS1/ available on the Third Party Missions Dissemination Service.',
extent: { 'spatial': { 'bbox': [[-20 , -25 , 50 , 75 ] ] } , 'temporal': { 'interval': [[1996-06-25 00:00:00+00:00 , 2004-10-28 23:59:59.999000+00:00 ] ] } },
keywords: ['70-km' , '817-km' , 'cameras' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface' , 'earth-science->-oceans->-sea-surface-topography' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'high-resolution---hr-(5---20)-m' , 'irs-1.archive' , 'irs-1c' , 'irs-1d' , 'land-surface' , 'pan' , 'pan-p---1a' , 'sea-surface-topography' , 'snow-and-ice' , 'sun-synchronous' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['PAN' , 'PAN' ],
platform: 'IRS-1C,IRS-1D',
56  Collection("Image2006")
id: 'Image2006',
title: 'Image 2006 European coverage',
description: 'Image 2006 collection is a SPOT-4, SPOT-5 and ResourceSat-1 (also known as IRS-P6) cloud free coverage over 38 European countries in 2006 (from February 2005 to November 2007). The Level 1 data provided in this collection originate from the SPOT-4 HRVIR instrument (with 20m spatial resolution), from SPOT-5 HRG (with 10m spatial resolution resampled to 20m) and IRS-P6 LISS III (with 23m spatial resolution), each with four spectral bands. The swath is of about 60 km for the SPOT satellites and 140 km for the IRS-P6 satellite. In addition to the Level 1, the collection provides the same data geometrically corrected towards a European Map Projection with 25m resolution. Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/Image2006/ available on the Third Party Missions Dissemination Service.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2005-02-03 00:00:00+00:00 , 2007-11-08 23:59:59.999000+00:00 ] ] } },
keywords: ['140-km-(irs-p6)' , '60-(spot-4' , '820-km-(irs-p6)' , '832-km-(spot-4' , 'agriculture' , 'cameras' , 'earth-science->-agriculture' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'high-resolution---hr-(5---20)-m' , 'hrg' , 'hrg--x--2o' , 'hri--x--2o' , 'hrvir' , 'image2006' , 'imaging-spectrometers/radiometers' , 'irs-p6' , 'land-surface' , 'li3-ort-2o' , 'liss-3' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'spot-4' , 'spot-5' , 'spot-5)' , 'sun-synchronous' , 'swir-(1.3---3.0)-µm' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['LISS-3' , 'HRVIR' , 'HRG' ],
platform: 'IRS-P6,SPOT 4,SPOT 5',
57  Collection("Image2007")
id: 'Image2007',
title: 'Image 2007 European coverage',
description: 'The Image 2007 collection is composed by products acquired by Disaster Monitoring Constellation 1st generation (DMC-1) satellites over European countries (plus Turkey) in 2007. The data provided in this collection are 32m multispectral images captured by the DMC SLIM-6 imager sensor, with two processing levels: • L1R Band registered product derived from the L0R product • L1T Orthorectified product derived from the L1R product using manually collected GCPs from Landsat ETM+ data and SRTM DEM V31 data Data disseminated come from the following satellites belonging to DMC-1 constellation: • UK-DMC-1 • Bejing-1 • NigeriaSat-1 Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/Image2007/ available on the Third Party Missions Dissemination Service.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2007-04-07 00:00:00+00:00 , 2007-10-09 23:59:59.999000+00:00 ] ] } },
keywords: ['600-km' , '686-km' , 'agriculture' , 'beijing-1' , 'cameras' , 'earth-science->-agriculture' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'image2007' , 'land-surface' , 'medium-resolution---mr-(20---500)-m' , 'natural-hazards-and-disaster-risk' , 'nigeriasat-1' , 'nir-(0.75---1.30)-µm' , 'sl6-l1t-1p' , 'slim6' , 'sun-synchronous' , 'uk-dmc-1' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['SLIM6' , 'SLIM6' , 'SLIM6' ],
platform: 'UK-DMC-1,Beijing-1,NigeriaSat-1',
58  Collection("JERS-1.OPS.SYC")
id: 'JERS-1.OPS.SYC',
title: 'JERS-1 OPS (Optical Sensor) Very Near Infrared Radiometer (VNIR) System Corrected Products level 1',
description: 'The JERS-1 Optical System (OPS) is composed of a Very Near Infrared Radiometer (VNIR) and a Short Wave Infrared Radiometer (SWIR). The instrument has 8 observable spectral bands from visible to short wave infrared. Data acquired by ESA ground stations The JERS-1 OPS products are available in GeoTIFF format. These products are available only for the VNIR sensor. All four bands are corrected. The correction consists in a vertical and horizontal destriping, the radiometry values are expanded from the range [0,63] to the range [0,255]. No geometrical correction is applied on level 1. The pixel size of approximately 18 x 24.2 metres for raw data is newly dimensioned to 18 x 18 metres for System Corrected data using a cubic convolution algorithm. Disclaimer: Cloud coverage for JERS OPS products has not been computed using an algorithm. The cloud cover assignment was performed manually by operators at the acquisition stations. Due to missing attitude information, the Nadir looking band (band 3) and the corresponding forward looking band (band 4) are not well coregistered, resulting in some accuracy limitations. The quality control was not performed systematically for each frame. A subset of the entire JERS Optical dataset was selected and manually checked. As a result of this, users may occasionally encounter issues with some of the individual products.',
extent: { 'spatial': { 'bbox': [[-130 , -90 , 95 , 90 ] ] } , 'temporal': { 'interval': [[1992-08-13 00:00:00+00:00 , 1998-10-08 23:59:59.999000+00:00 ] ] } },
keywords: ['568-km' , '75-km' , 'agriculture' , 'earth-science->-agriculture' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-glaciers/ice-sheets' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-terrestrial-hydrosphere->-glaciers/ice-sheets' , 'glaciers-and-ice-sheets' , 'high-resolution---hr-(5---20)-m' , 'jers-1' , 'jers-1.ops.syc' , 'nir-(0.75---1.30)-µm' , 'ocean-waves' , 'ops' , 'ops-syc-1p' , 'photon/optical-detectors' , 'sun-synchronous' , 'swir-(1.3---3.0)-µm' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['OPS' ],
platform: 'JERS-1',
59  Collection("JERS-1.SAR.PRI")
id: 'JERS-1.SAR.PRI',
title: 'JERS-1 SAR Level 1 Precision Image',
description: 'The JSA_PRI_1P product is comparable to the ESA PRI/IMP images generated for Envisat ASAR and ERS SAR instruments. It is a ground range projected detected image in zero-Doppler SAR coordinates, with a 12.5 metre pixel spacing. It has four overlapping looks in Doppler covering a total bandwidth of 1000Hz, with each look covering a 300Hz bandwidth. Sidelobe reduction is applied to achieve a nominal PSLR of less than -21dB. The image is not geocoded, and terrain distortion (foreshortening and layover) has not been removed. Data acquired by ESA ground stations.',
extent: { 'spatial': { 'bbox': [[-95 , -90 , 130 , 90 ] ] } , 'temporal': { 'interval': [[1992-07-13 00:00:00+00:00 , 1998-10-08 23:59:59.999000+00:00 ] ] } },
keywords: ['568-km' , '75-km' , 'agriculture' , 'earth-science->-agriculture' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-glaciers/ice-sheets' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-terrestrial-hydrosphere->-glaciers/ice-sheets' , 'glaciers-and-ice-sheets' , 'high-resolution---hr-(5---20)-m' , 'imaging-radars' , 'jers-1' , 'jers-1.sar.pri' , 'jsa-pri-1p' , 'l-band-(19.4---76.9)-cm' , 'ocean-waves' , 'sar' , 'sun-synchronous' , 'vegetation' ],
license: 'other',
instruments: ['SAR' ],
platform: 'JERS-1',
60  Collection("JERS-1.SAR.SLC")
id: 'JERS-1.SAR.SLC',
title: 'JERS-1 SAR Level 1 Single Look Complex Image',
description: 'The JSA_SLC_1P product is comparable to the ESA SLC/IMS images generated for Envisat ASAR and ERS SAR instruments. It is a slant-range projected complex image in zero-Doppler SAR coordinates. The data is sampled in natural units of time in range and along track, with the range pixel spacing corresponding to the reciprocal of the platform ADC rate and the along track spacing to the reciprocal of the PRF. Data is processed to an unweighted Doppler bandwidth of 1000Hz, without sidelobe reduction. The product is suitable for interferometric, calibration and quality analysis applications. Data acquired by ESA ground stations',
extent: { 'spatial': { 'bbox': [[-95 , -90 , 130 , 90 ] ] } , 'temporal': { 'interval': [[1992-07-13 00:00:00+00:00 , 1998-10-08 23:59:59.999000+00:00 ] ] } },
keywords: ['568-km' , '75-km' , 'agriculture' , 'earth-science->-agriculture' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-glaciers/ice-sheets' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-terrestrial-hydrosphere->-glaciers/ice-sheets' , 'glaciers-and-ice-sheets' , 'high-resolution---hr-(5---20)-m' , 'imaging-radars' , 'jers-1' , 'jers-1.sar.slc' , 'jsa-slc-1p' , 'l-band-(19.4---76.9)-cm' , 'ocean-waves' , 'sar' , 'sun-synchronous' , 'vegetation' ],
license: 'other',
instruments: ['SAR' ],
platform: 'JERS-1',
61  Collection("KOMPSAT-2.ESA.archive")
id: 'KOMPSAT-2.ESA.archive',
title: 'KOMPSAT-2 ESA archive',
description: 'Kompsat-2 ESA archive collection is composed by bundle (Panchromatic and Multispectral separated images) products from the Multi-Spectral Camera (MSC) onboard KOMPSAT-2 acquired from 2007 to 2014: 1m resolution for PAN, 4m resolution for MS. Spectral Bands: • Pan: 500 - 900 nm (locate, identify and measure surface features and objects primarily by their physical appearance) • MS1 (blue): 450 - 520 nm (mapping shallow water, differentiating soil from vegetation) • MS2 (green): 520 - 600 nm (differentiating vegetation by health) • MS3 (red): 630 - 690 nm (differentiating vegetation by species) • MS4 (near-infrared): 760 - 900 nm (mapping vegetation, mapping vegetation vigor/health, Differentiating vegetation by species)',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2007-04-18 00:00:00+00:00 , 2014-03-21 23:59:59.999000+00:00 ] ] } },
keywords: ['15-km' , '685-km' , 'cameras' , 'earth-science->-human-dimensions->-economic-resources' , 'earth-science->-human-dimensions->-natural-hazards' , 'energy-and-natural-resources' , 'kompsat-2' , 'kompsat-2.esa.archive' , 'mapping-and-cartography' , 'msc' , 'msc-mul-1g' , 'msc-mul-1r' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['MSC' ],
platform: 'KOMPSAT-2',
62  Collection("L2SW_Open")
id: 'L2SW_Open',
title: 'SMOS NRT L2 Swath Wind Speed',
description: 'SMOS retrieved surface wind speed gridded maps (with a spatial sampling of 1/4 x 1/4 degrees) are available in NetCDF format. Each product contains parts of ascending and descending orbits and it is generated by Ifremer, starting from the SMOS L1B data products, in Near Real Time i.e. within 4 to 6 hours from sensing time. Before using this dataset, please check the read-me-first note available in the Resources section below.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2018-05-01 00:00:00+00:00 , None ] ] } },
keywords: ['1000-km' , '302' , '758-km' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring' , 'earth-science->-oceans->-ocean-circulation' , 'interferometric-radiometers' , 'l-band-(19.4---76.9)-cm' , 'l2sw-open' , 'marine-environment-monitoring' , 'miras' , 'ocean-circulation' , 'oceans' , 'smos' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIRAS' ],
platform: 'SMOS',
63  Collection("L3SW_Open")
id: 'L3SW_Open',
title: 'SMOS L3 Daily Wind Speed',
description: 'SMOS L3WS products are daily composite maps of the collected SMOS L2 swath wind products for a specific day, provided with the same grid than the Level 2 wind data (SMOS L2WS NRT) but separated into ascending and descending passes. This product is available the day after sensing from Ifremer, in NetCDF format. Before using this dataset, please check the read-me-first note available in the Resources section below.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2018-05-01 00:00:00+00:00 , None ] ] } },
keywords: ['1000-km' , '305' , '758-km' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring' , 'earth-science->-oceans->-ocean-circulation' , 'interferometric-radiometers' , 'l-band-(19.4---76.9)-cm' , 'l3sw-open' , 'marine-environment-monitoring' , 'miras' , 'ocean-circulation' , 'oceans' , 'smos' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIRAS' ],
platform: 'SMOS',
64  Collection("L3_FT_Open")
id: 'L3_FT_Open',
title: 'SMOS Soil Freeze and Thaw State',
description: 'The SMOS Level 3 Freeze and Thaw (F/T) product provides daily information on the soil state in the Northern Hemisphere based on SMOS observations and associated ancillary data. Daily products, in NetCDF format, are generated by the Finnish Meteorological Institute (FMI) and are available from 2010 onwards. The processing algorithm makes use of gridded Level 3 brightness temperatures provided by CATDS (https://www.catds.fr). The data is provided in the Equal-Area Scalable Earth Grid (EASE2-Grid), at 25 km x 25 km resolution. For an optimal exploitation of this dataset, please refer to the Resources section below to access Product Specifications, read-me-first notes, etc.',
extent: { 'spatial': { 'bbox': [[-180 , 0 , 180 , 85 ] ] } , 'temporal': { 'interval': [[2010-06-01 00:00:00+00:00 , None ] ] } },
keywords: ['1000-km' , '300' , '758-km' , 'earth-science->-cryosphere->-frozen-ground' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-frozen-ground' , 'frozen-ground-and-permafrost' , 'interferometric-radiometers' , 'l-band-(19.4---76.9)-cm' , 'l3-ft-open' , 'land-surface' , 'miras' , 'smos' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIRAS' ],
platform: 'SMOS',
65  Collection("L3_SIT_Open")
id: 'L3_SIT_Open',
title: 'SMOS Level 3C Sea Ice Thickness',
description: 'The SMOS Level 3 Sea Ice Thickness product, in NetCDF format, provides daily estimations of SMOS-retrieved sea ice thickness (and its uncertainty) at the edge of the Arctic Ocean during the October-April (winter) season, from year 2010 onwards. The sea ice thickness is retrieved from the SMOS L1C product, up to a depth of approximately 0.5-1 m, depending on the ice temperature and salinity. Daily maps, projected on polar stereographic grid of 12.5 km, are generated by the Alfred Wegener Institut (AWI). This product is complementary with sea ice thickness measurements from ESA's CryoSat and Copernicus Sentinel-3 missions.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2010-10-15 00:00:00+00:00 , None ] ] } },
keywords: ['1000-km' , '3.3' , '758-km' , 'cryosphere' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-oceans->-sea-ice' , 'interferometric-radiometers' , 'l3-sit-open' , 'miras' , 'sea-ice' , 'smos' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIRAS' ],
platform: 'SMOS',
66  Collection("L4WR_Open")
id: 'L4WR_Open',
title: 'SMOS Tropical Cyclone Wind Radii Fixes',
description: 'The SMOS WRF product is available in Near Real Time to support tropical cyclones (TC) forecasts. It is generated within 4 to 6 hours from sensing from the SMOS L2 swath wind speed products, in the so-called "Fix (F-deck)" format compatible with the US Navy's ATCF (Automated Tropical Cyclone Forecasting) System. The SMOS WRF "fixes" to the best-track forecasts contain: the SMOS 10-min maximum-sustained winds (in knots) and wind radii (in nautical miles) for the 34 kt (17 m/s), 50 kt (25 m/s) and 64 kt (33 m/s) winds per geographical storm quadrants, and for each SMOS pass intercepting a TC in all the active ocean basins.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2018-05-01 00:00:00+00:00 , None ] ] } },
keywords: ['1000-km' , '758-km' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring' , 'earth-science->-oceans->-ocean-circulation' , 'human-dimensions' , 'interferometric-radiometers' , 'l-band-(19.4---76.9)-cm' , 'l4wr-open' , 'marine-environment-monitoring' , 'miras' , 'natural-hazards-and-disaster-risk' , 'ocean-circulation' , 'oceans' , 'smos' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIRAS' ],
platform: 'SMOS',
67  Collection("L4_SIT_Open")
id: 'L4_SIT_Open',
title: 'SMOS-CryoSat L4 Sea Ice Thickness',
description: 'The SMOS-CryoSat merged Sea Ice Thickness Level 4 product, in NetCDF format, is based on estimates from both the MIRAS and the SIRAL instruments, with a significant reduction in the relative uncertainty for the thickness of the thin ice. A weekly averaged product is generated every day by the Alfred Wegener Institut (AWI), by merging the weekly AWI CryoSat-2 sea ice product and the daily SMOS sea ice thickness retrieval. All grids are projected onto the 25 km EASE2 Grid, based on a polar aspect spherical Lambert azimuthal equal-area projection. The grid dimension is 5400 x 5400 km, equal to a 432 x 432 grid centered on the geographic Pole. Coverage is limited to the October-April (winter) period for the Northern Hemisphere, due to the melting season, from year 2010 onwards.',
extent: { 'spatial': { 'bbox': [[-180 , -16.6 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2010-11-15 00:00:00+00:00 , None ] ] } },
keywords: ['1000-km' , '204' , '758-km' , 'cryosphere' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-oceans->-sea-ice' , 'interferometric-radiometers' , 'l-band-(19.4---76.9)-cm' , 'l4-sit-open' , 'miras' , 'sea-ice' , 'smos' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIRAS' ],
platform: 'SMOS',
68  Collection("LANDSAT.ETM.GTC")
id: 'LANDSAT.ETM.GTC',
title: 'Landsat ETM+ ESA archive',
description: 'This dataset contains all the Landsat 7 Enhanced Thematic Mapper high-quality ortho-rectified L1T dataset (or L1Gt where not enough GCPs are available) over Kiruna, Maspalomas, Matera and Neustrelitz visibility masks. The Landsat 7 ETM+ scenes typically covers 185 x 170 km. A standard full scene is nominally centred on the intersection between a Path and Row (the actual image centre can vary by up to 100m). Each band requires 50MB (uncompressed), and Band 8 requires 200MB (panchromatic band with resolution of 15m opposed to 30m).',
extent: { 'spatial': { 'bbox': [[-60 , -20 , 60 , 80 ] ] } , 'temporal': { 'interval': [[1999-07-09 00:00:00+00:00 , 2003-12-31 23:59:59.999000+00:00 ] ] } },
keywords: ['185-km' , '3.08' , '705-km' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface->-land-use/land-cover' , 'earth-science->-land-surface->-surface-radiative-properties' , 'etm' , 'etm-gtc-1p' , 'high-resolution---hr-(5---20)-m' , 'imaging-spectrometers/radiometers' , 'land-use-and-land-cover' , 'landsat-7' , 'landsat.etm.gtc' , 'medium-resolution---mr-(20---500)-m' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'surface-radiative-properties' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['ETM' ],
platform: 'Landsat-7',
69  Collection("LANDSAT.TM.GTC")
id: 'LANDSAT.TM.GTC',
title: 'Landsat TM ESA archive',
description: 'This dataset contains all the Landsat 5 Thematic Mapper high-quality ortho-rectified L1T dataset acquired by ESA over the Fucino, Matera, Kiruna and Maspalomas visibility masks, as well as campaign data over Malindi, Bishkek, Chetumal, Libreville and O'Higgins. The acquired Landsat TM scene covers approximately 183 x 172.8 km. A standard full scene is nominally centred on the intersection between a path and row (the actual image centre can vary by up to 100m). A full image is composed of 6920 pixels x 5760 lines and each band requires 40 Mbytes of storage space (uncompressed) at 30m spatial resolution in the VIS, NIR and SWIR as well as 120m in the TIR spectral range.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1984-04-06 00:00:00+00:00 , 2011-11-16 23:59:59.999000+00:00 ] ] } },
keywords: ['185-km' , '3.08' , '705-km' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface->-land-use/land-cover' , 'earth-science->-land-surface->-surface-radiative-properties' , 'imaging-spectrometers/radiometers' , 'land-use-and-land-cover' , 'landsat-5' , 'landsat.tm.gtc' , 'medium-resolution---mr-(20---500)-m' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'surface-radiative-properties' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'tm' , 'tm--geo-1p' , 'tm--gtc-1p' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['TM' ],
platform: 'Landsat-5',
70  Collection("Landsat5TMEuropeandNorthAfricaCoverage198485")
id: 'Landsat5TMEuropeandNorthAfricaCoverage198485',
title: 'Landsat 5 TM Europe and North Africa Coverage 1984-85',
description: 'This collections contains Landsat 5 Thematic Mapper (TM) imagery acquired over Europe and North Africa from April 1984 to December 1985. The available data products have a cloud cover percentage of less than 20%. The acquired Landsat 5 TM scenes have a footprint of approximately 183 x 172.8 km. A standard full scene is nominally centred on the intersection between a path and row (the actual image centre may deviate by up to 100 m). The data are system corrected.',
extent: { 'spatial': { 'bbox': [[-28 , 20 , 43 , 73 ] ] } , 'temporal': { 'interval': [[1984-04-07 00:00:00+00:00 , 1985-12-03 23:59:59.999000+00:00 ] ] } },
keywords: ['185-km' , '3.08' , '705-km' , 'biosphere' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-land-use/land-cover' , 'earth-science->-land-surface->-surface-radiative-properties' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'land-use-and-land-cover' , 'landsat-5' , 'landsat5tmeuropeandnorthafricacoverage198485' , 'medium-resolution---mr-(20---500)-m' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'surface-radiative-properties' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'tm' , 'tm--gtc-1p' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['TM' ],
platform: 'Landsat-5',
71  Collection("Landsat5TMEuropeandNorthAfricaCoverage198689")
id: 'Landsat5TMEuropeandNorthAfricaCoverage198689',
title: 'Landsat 5 TM Europe and North Africa Coverage 1986-89',
description: 'This collections contains Landsat 5 Thematic Mapper (TM) imagery acquired over Europe and North Africa from January 1986 to November 1989. The available data products have a cloud cover percentage of less than 20%. The acquired Landsat 5 TM scenes have a footprint of approximately 183 x 172.8 km. A standard full scene is nominally centred on the intersection between a path and row (the actual image centre may deviate by up to 100 m). The data are system corrected.',
extent: { 'spatial': { 'bbox': [[-28 , 20 , 43 , 73 ] ] } , 'temporal': { 'interval': [[1986-01-08 00:00:00+00:00 , 1989-11-30 23:59:59.999000+00:00 ] ] } },
keywords: ['185-km' , '3.08' , '705-km' , 'biosphere' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-land-use/land-cover' , 'earth-science->-land-surface->-surface-radiative-properties' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'land-use-and-land-cover' , 'landsat-5' , 'landsat5tmeuropeandnorthafricacoverage198689' , 'medium-resolution---mr-(20---500)-m' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'surface-radiative-properties' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'tm' , 'tm--gtc-1p' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['TM' ],
platform: 'Landsat-5',
72  Collection("Landsat5TMEuropeandNorthAfricaCoverage199598")
id: 'Landsat5TMEuropeandNorthAfricaCoverage199598',
title: 'Landsat 5 TM Europe and North Africa Coverage 1995-98',
description: 'This collections contains Landsat 5 Thematic Mapper (TM) imagery acquired over Europe and North Africa from January 1995 to December 1998. The available data products have a cloud cover percentage of less than 20%. The acquired Landsat 5 TM scenes have a footprint of approximately 183 x 172.8 km. A standard full scene is nominally centred on the intersection between a path and row (the actual image centre may deviate by up to 100 m). The data are system corrected.',
extent: { 'spatial': { 'bbox': [[-28 , 20 , 43 , 73 ] ] } , 'temporal': { 'interval': [[1995-01-02 00:00:00+00:00 , 1998-12-26 23:59:59.999000+00:00 ] ] } },
keywords: ['185-km' , '3.08' , '705-km' , 'biosphere' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-land-use/land-cover' , 'earth-science->-land-surface->-surface-radiative-properties' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'land-use-and-land-cover' , 'landsat-5' , 'landsat5tmeuropeandnorthafricacoverage199598' , 'medium-resolution---mr-(20---500)-m' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'surface-radiative-properties' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'tm' , 'tm--gtc-1p' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['TM' ],
platform: 'Landsat-5',
73  Collection("LandsatETMCloudFree")
id: 'LandsatETMCloudFree',
title: 'Landsat 7 ETM+ European and Mediterranean Countries Cloud Free Collection',
description: 'This dataset contains the cloud-free products from Landsat 7 Enhanced Thematic Mapper collection acquired over Europe, North Africa and middle East; for each scene only one product is selected, with the minimal cloud coverage. The Landsat 7 ETM+ scenes typically cover 185 x 170 km. A standard full scene is nominally centred on the intersection between a Path and Row (the actual image centre can vary by up to 100m). The data are system corrected.',
extent: { 'spatial': { 'bbox': [[-27 , 19 , 47 , 73 ] ] } , 'temporal': { 'interval': [[1999-07-10 00:00:00+00:00 , 2003-05-23 23:59:59.999000+00:00 ] ] } },
keywords: ['185-km' , '3.08' , '705-km' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface->-land-use/land-cover' , 'earth-science->-land-surface->-surface-radiative-properties' , 'etm' , 'etm-gtc-1p' , 'high-resolution---hr-(5---20)-m' , 'imaging-spectrometers/radiometers' , 'land-use-and-land-cover' , 'landsat-7' , 'landsatetmcloudfree' , 'medium-resolution---mr-(20---500)-m' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'surface-radiative-properties' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['ETM' ],
platform: 'Landsat-7',
74  Collection("LandsatTMCloudFree")
id: 'LandsatTMCloudFree',
title: 'Landsat 5 TM European and Mediterranean Countries Cloud Free Collection',
description: 'This dataset contains the cloud-free products from Landsat 5 Thematic Mapper collection acquired over Europe, North Africa and middle East; for each scene only one product is selected, with the minimal cloud coverage. The acquired Landsat TM scene covers approximately 183 x 172.8 km. A standard full scene is nominally centred on the intersection between a path and row (the actual image centre can vary by up to 100 m). The data are system corrected.',
extent: { 'spatial': { 'bbox': [[-28 , 20 , 43 , 73 ] ] } , 'temporal': { 'interval': [[1986-09-18 00:00:00+00:00 , 1995-09-24 23:59:59.999000+00:00 ] ] } },
keywords: ['185-km' , '3.08' , '705-km' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface->-land-use/land-cover' , 'earth-science->-land-surface->-surface-radiative-properties' , 'imaging-spectrometers/radiometers' , 'land-use-and-land-cover' , 'landsat-5' , 'landsattmcloudfree' , 'medium-resolution---mr-(20---500)-m' , 'mss' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'surface-radiative-properties' , 'swir-(1.3---3.0)-µm' , 'tir-(6.0---15.0)-µnm' , 'tm' , 'tm--gtc-1p' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['MSS' ],
platform: 'Landsat-5',
75  Collection("Landsat_MSS_ESA_Archive")
id: 'Landsat_MSS_ESA_Archive',
title: 'Landsat MSS ESA Archive',
description: 'This dataset contains all the Landsat 1 to Landsat 5 Multi Spectral Scanner (MSS) high-quality ortho-rectified L1T dataset acquired by ESA over the Fucino, Kiruna (active from April to September only) and Maspalomas (on campaign basis) visibility masks. The acquired Landsat MSS scene covers approximately 183 x 172.8 km. A standard full scene is nominally centred on the intersection between a path and row (the actual image centre can vary by up to 200m). The altitude changed from 917 Km to 705 km and therefore two World Reference Systems (WRS) were. A full image is composed of 3460 pixels x 2880 lines with a pixel size of 60m. Level 1 Geometrically and terrain corrected GTC products (L1T) are available: it is the most accurate level of processing as it incorporates Ground Control Points (GCPs) and a Digital Elevation Model (DEM) to provide systematic geometric and topographic accuracy, with geodetic accuracy dependent on the number, spatial distribution and accuracy of the GCPs over the scene extent, and the resolution of the DEM used.',
extent: { 'spatial': { 'bbox': [[-22 , -24 , 44 , 71 ] ] } , 'temporal': { 'interval': [[1975-04-21 00:00:00+00:00 , 1993-12-31 23:59:59.999000+00:00 ] ] } },
keywords: ['185-km' , '3.08' , '705-km-(landsat-4-and-landsat-5)' , '917-km-(landsat-1-to-landsat-3)' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface->-land-use/land-cover' , 'imaging-spectrometers/radiometers' , 'land-use-and-land-cover' , 'landsat-1' , 'landsat-2' , 'landsat-3' , 'landsat-4' , 'landsat-5' , 'landsat-mss-esa-archive' , 'medium-resolution---mr-(20---500)-m' , 'mss' , 'mss-geo-1p' , 'mss-gtc-1p' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['MSS' , 'MSS' , 'MSS' , 'MSS' , 'MSS' ],
platform: 'Landsat-1,Landsat-2,Landsat-3,Landsat-4,Landsat-5',
76  Collection("Landsat_RBV")
id: 'Landsat_RBV',
title: 'Landsat RBV',
description: 'This dataset contains Landsat 3 Return Beam Vidicon (RBV) products, acquired by ESA by the Fucino ground station over its visibility mask. The data (673 scenes) are the result of the digitalization of the original 70 millimetre (mm) black and white film rolls. The RBV instrument was mounted on board the Landsat 1 to 3 satellites between 1972 and 1983, with 80 meter resolution. Three independent co-aligned television cameras, one for each spectral band (band 1: blue-green, band 2: yellow-red, band 3: NIR), constituted this instrument. The RBV system was redesigned for Landsat 3 to use two cameras operating in one broad spectral band (green to near-infrared; 0.505–0.750 µm), mounted side-by-side, with panchromatic spectral response and higher spatial resolution than on Landsat-1 and Landsat-2. Each of the cameras produced a swath of about 90 km (for a total swath of 180 km), with a spatial resolution of 40 m.',
extent: { 'spatial': { 'bbox': [[20 , -90 , 50 , 75 ] ] } , 'temporal': { 'interval': [[1978-11-01 00:00:00+00:00 , 2018-08-01 23:59:59.999000+00:00 ] ] } },
keywords: ['180-km' , '917-km' , 'cameras' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface->-land-use/land-cover' , 'land-use-and-land-cover' , 'landsat-3' , 'landsat-rbv' , 'medium-resolution---mr-(20---500)-m' , 'rbv' , 'rbv-pan-1p' , 'sun-synchronous' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['RBV' ],
platform: 'Landsat-3',
77  Collection("MER.RR__1P")
id: 'MER.RR__1P',
title: 'Envisat MERIS Reduced Resolution - Level 1 [MER_RR__1P/ME_1_RRG]',
description: 'The MERIS Level 1 Reduced Resolution (RR) product contains the Top of Atmosphere (TOA) upwelling spectral radiance measures at reduced resolution. The in-band reference irradiances for the 15 MERIS bands are computed by averaging the in-band solar irradiance of each pixel. The in-band solar irradiance of each pixel is computed by integrating the reference solar spectrum with the band-pass of each pixel. The MERIS RR Level 1 product has Sentinel 3-like format starting from the 4th reprocessing data released to users in July 2020. Each measurement and annotation data file is in NetCDF 4. The Level 1 product is composed of 22 measurements data files: 15 files containing radiances at each band (one band per file), accompanied by the associated error estimates, and 7 annotation data files. The band-pass of each pixel is derived from on-ground and in-flight characterisation via an instrument model. The values "Band wavelength" and "Bandwidth" provided in the Manifest file of the Level 1 products are the averaged band-pass of each pixel over the instrument field of view. The Auxiliary data used are listed in the Manifest file associated to each product. MERIS was operating continuously on the day side of the Envisat orbit (descending track). RR data was acquired over 43.5 minutes in each orbit, i.e. 80% of the descending track.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-04-29 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'atmosphere' , 'atmospheric-winds' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-winds' , 'envisat' , 'imaging-spectrometers/radiometers' , 'mer.rr--1p' , 'meris' , 'meris-rr---1040-m-across-track-/-1160-m-along-track' , 'sun-synchronous' ],
license: 'other',
instruments: ['MERIS' ],
platform: 'Envisat',
78  Collection("MER.RR__2P")
id: 'MER.RR__2P',
title: 'Envisat MERIS Reduced Resolution Geophysical Product - Level 2 [MER_RR__2P]',
description: 'MERIS RR Level 2 is a Reduced Resolution (RR) Geophysical product for Ocean, Land and Atmosphere. Each MERIS Level 2 geophysical product is derived from a MERIS Level 1 product and auxiliary parameter files specific to the MERIS Level 2 processing. The MERIS RR Level 2 product has Sentinel 3-like format starting from the 4th reprocessing data released to users in July 2020. The data package is composed of NetCDF 4 files containing instrumental and scientific measurements, and a Manifest file, which contains metadata information related to the description of the product. A Level 2 product is composed of 64 measurement files containing mainly: 13 files containing Water-leaving reflectance, 13 files containing Land surface reflectance and 13 files containing the TOA reflectance (for all bands except those dedicated to measurement of atmospheric gas - M11 and M15), and several files containing additional measurement on Ocean, Land and Atmospheric parameters. The Auxiliary data used are listed in the Manifest file associated to each product. MERIS was operating continuously on the day side of the Envisat orbit (descending track). RR data was acquired over 43.5 minutes in each orbit, i.e. 80% of the descending track.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-04-29 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'atmosphere' , 'atmospheric-winds' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-winds' , 'envisat' , 'imaging-spectrometers/radiometers' , 'mer.rr--2p' , 'meris' , 'meris-rr---1040-m-across-track-/-1160-m-along-track' , 'sun-synchronous' ],
license: 'other',
instruments: ['MERIS' ],
platform: 'Envisat',
79  Collection("MER_FRS_1P")
id: 'MER_FRS_1P',
title: 'Envisat MERIS Full Resolution - Level 1 [MER_FRS_1P/ME_1_FRG]',
description: 'The MERIS Level 1 Full Resolution (FR) product contains the Top of Atmosphere (TOA) upwelling spectral radiance measures. The in-band reference irradiances for the 15 MERIS bands are computed by averaging the in-band solar irradiance of each pixel. The in-band solar irradiance of each pixel is computed by integrating the reference solar spectrum with the band-pass of each pixel. The MERIS FR Level 1 product has Sentinel 3-like format starting from the 4th reprocessing data released to users in July 2020. Each measurement and annotation data file is in NetCDF 4. The Level 1 product is composed of 22 data files: 15 files containing radiances at each band (one band per file), accompanied by the associated error estimates, and 7 annotation data files. The 15 sun spectral flux values provided in the instrument data file of the Level 1 products are the in-band reference irradiances adjusted for the Earth-sun distance at the time of measurement. The band-pass of each pixel is derived from on-ground and in-flight characterisation via an instrument model. The values "Band wavelength" and "Bandwidth" provided in the Manifest file of the Level 1b products are the averaged band-pass of each pixel over the instrument field of view. Auxiliary data are also listed in the Manifest file associated to each product. The Level 1 FR product covers the complete instrument swath. The product duration is not fixed and it can span up to the time interval of the input Level 0 (for a maximum of 20 minutes). Thus the estimated size of the Level 1 FR is dependent on the start/stop time of the acquired segment. During the Envisat mission, acquisition of MERIS Full Resolution data was subject to dedicated planning based on on-demand ordering and coverage of specific areas according to operational recommendations and considerations. See yearly and global density maps to get a better overview of the MERIS FR coverage.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-05-17 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'atmosphere' , 'atmospheric-winds' , 'clouds' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-winds' , 'earth-science->-atmosphere->-clouds' , 'earth-science->-atmosphere->-precipitation' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'envisat' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'mer-frs-1p' , 'meris' , 'meris-fr---260-m-across-track-/-290-m-along-track' , 'oceans' , 'precipitation' , 'sun-synchronous' , 'topography' ],
license: 'other',
instruments: ['MERIS' ],
platform: 'Envisat',
80  Collection("MER_FRS_2P")
id: 'MER_FRS_2P',
title: 'Envisat MERIS Full Resolution - Level 2 [MER_FRS_2P/ME_2_FRG]',
description: 'MERIS FR Level 2 is a Full-Resolution Geophysical product for Ocean, Land and Atmosphere. Each MERIS Level 2 geophysical product is derived from a MERIS Level 1 product and auxiliary parameter files specific to the MERIS Level 2 processing. The MERIS FR Level 2 product has Sentinel 3-like format starting from the 4th reprocessing data released to users in July 2020. The data package is composed of NetCDF 4 files containing instrumental and scientific measurements, and a Manifest file which contains metadata information related to the description of the product. A Level 2 product is composed of 64 measurement files containing: 13 files containing Water-leaving reflectance, 13 files containing Land surface reflectance and 13 files containing the TOA reflectance (for all bands except those dedicated to measurement of atmospheric gas - M11 and M15), and several files containing additional measurement on Ocean, Land and Atmospheric parameters and annotation. The Auxiliary data used are listed in the Manifest file associated to each product. The Level 2 FR product covers the complete instrument swath. The product duration is not fixed and it can span up to the time interval of the input Level 0/Level 1. Thus the estimated size of the Level 2 FR is dependent on the start/stop time of the acquired segment. During the Envisat mission, acquisition of MERIS Full Resolution data was subject to dedicated planning based on on-demand ordering and coverage of specific areas according to operational recommendations and considerations. See yearly and global density maps to get a better overview of the MERIS FR coverage.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-05-17 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'atmosphere' , 'atmospheric-winds' , 'clouds' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-winds' , 'earth-science->-atmosphere->-clouds' , 'earth-science->-atmosphere->-precipitation' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'envisat' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'mer-frs-2p' , 'meris' , 'meris-fr---260-m-across-track-/-290-m-along-track' , 'oceans' , 'precipitation' , 'sun-synchronous' , 'topography' ],
license: 'other',
instruments: ['MERIS' ],
platform: 'Envisat',
81  Collection("NRT_Open")
id: 'NRT_Open',
title: 'SMOS NRT Data Products',
description: 'The SMOS Near Real Time products include Level 1 geo-located brightness temperature and Level 2 geo-located soil moisture estimation. The SMOS NRT L1 Light BUFR product contains brightness temperature geo-located on a reduced Gaussian grid (T511/N256), only for "land" pixels but keeping the full angular resolution. The pixels are consolidated in a full orbit dump segment (i.e. around 100 minutes of sensing time) with a maximum size of about 30MB per orbit. Spatial resolution is in the range of 30-50 km. This product is distributed in BUFR format. The SMOS NRT L2 Soil Moisture Neural Network (NN) product provides NRT soil moisture data based on the statistical coefficients estimated by a neural network. It is provided in the SMOS DGG grid and only at the satellite track. It also provides an estimation of the uncertainty of the estimated soil moisture product, and the probability that a soil moisture value is contaminated by Radio Frequency Interference (RFI). This product is distributed in NetCDF format. The L2 data product is also distributed via the EUMETCast Europe Service (DVB), upon registration on the EUMETSAT Earth Observation Portal (https://eoportal.eumetsat.int/userMgmt/gateway.faces). The Ku-band DVB reception station must be situated within the service coverage in Europe. SMOS NRT data is also regularly delivered to the UK Met-Office, then made available to operational agencies and research and development institutes via the WMO GTS Network. For an optimal exploitation of the SMOS NRT products please consult the read-me-first notes available in the Resources section below.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2015-05-09 00:00:00+00:00 , None ] ] } },
keywords: ['1000-km' , '758-km' , 'earth-science->-agriculture->-soils' , 'earth-science->-agriculture->-soils->-soil-moisture/water-content' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-soils' , 'interferometric-radiometers' , 'l-band-(19.4---76.9)-cm' , 'land-surface' , 'miras' , 'nrt-open' , 'smos' , 'soil-moisture' , 'soils' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIRAS' ],
platform: 'SMOS',
82  Collection("OceanSat-2.NRT.data")
id: 'OceanSat-2.NRT.data',
title: 'OceanSat-2 NRT data',
description: 'ESA, in collaboration with GAF AG, acquired and processed every day OceanSat-2 passes over Neutrelitz reception station from January 2016 to November 2021. All passes were systematically processed to levels 1B, 2B and 2C, and available to users in NRT (< 3 hours). Products are available in: • Level 1B: Geophysical Data containing Radiance Data for all 8 Bands of OCM-2 • Level 2B: Geophysical Data L2B for given Geo physical parameter. Geo physical parameters: Chlorophyll, Aerosol Depth, Different Attenuation, Total Suspended Sediments • Level 2C: Georeferenced Radiance Data for given geo physical parameter. Geo physical parameters: Chlorophyll, Aerosol Depth, Different Attenuation, Total Suspended Sediments',
extent: { 'spatial': { 'bbox': [[-20 , -30 , 41 , 70 ] ] } , 'temporal': { 'interval': [[2015-10-27 00:00:00+00:00 , 2021-11-07 23:59:59.999000+00:00 ] ] } },
keywords: ['1420-km' , '720-km' , 'coastal-processes' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'earth-science->-terrestrial-hydrosphere->-surface-water' , 'medium-resolution---mr-(20---500)-m' , 'nir-(0.75---1.30)-µm' , 'oceans' , 'oceansat-2' , 'oceansat-2.nrt.data' , 'ocm-2' , 'ocm2-la-1b' , 'ocm2-la-2b' , 'ocm2-la-2c' , 'photon/optical-detectors' , 'snow-and-ice' , 'sun-synchronous' , 'surface-water' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['OCM-2' ],
platform: 'OceanSat-2',
83  Collection("PAZ.ESA.archive")
id: 'PAZ.ESA.archive',
title: 'PAZ ESA archive',
description: 'The PAZ ESA archive collection consists of PAZ Level 1 data previously requested by ESA supported projects over their areas of interest around the world and, as a consequence, the products are scattered and dispersed worldwide and in different time windows. The dataset regularly grows as ESA collects new products over the years. Available modes are: • StripMap mode (SM): SSD less than 3m for a scene 30km x 50km in single polarization or 15km x 50km in dual polarisation • ScanSAR mode (SC): the scene is 100 x 150 km2, SSD less than 18m in signle pol only • Wide ScanSAR mode (WS): single polarisation only, with SS less than 40m and scene size of 270 x 200 km2 • Spotlight modes (SL): SSD less than 2m for a scene 10km x 10km, both single and dual polarization are available • High Resolution Spotlight mode (HS): in both single and dual polarisation, the scene is 10x5 km2, SSD less than 1m • Staring Spotlight mode (ST): SSD is 25cm, the scene size is 4 x 4 km2, in single polarisation only. The available geometric projections are: • Single Look Slant Range Complex (SSC): single look product, no geocoding, no radiometric artifact included, the pixel spacing is equidistant in azimuth and in ground range • Multi Look Ground Range Detected (MGD): detected multi look product, simple polynomial slant-to-ground projection is performed in range, no image rotation to a map coordinate system is performed • Geocoded Ellipsoid Corrected (GEC): multi look detected product, projected and re-sampled to the WGS84 reference ellipsoid with no terrain corrections • Enhanced Ellipsoid Corrected (EEC): multi look detected product, projected and re-sampled to the WGS84 reference ellipsoid, the image distortions caused by varying terrain height are corrected using a DEM The following table summarises the offered product types EO-SIP product type Operation Mode Geometric Projection PSP_SM_SSC Stripmap (SM) Single Look Slant Range Complex (SSC) PSP_SM_MGD Stripmap (SM) Multi Look Ground Range Detected (MGD) PSP_SM_GEC Stripmap (SM) Geocoded Ellipsoid Corrected (GEC) PSP_SM_EEC Stripmap (SM) Enhanced Ellipsoid Corrected (EEC) PSP_SC_MGD ScanSAR (SC) Single Look Slant Range Complex (SSC) PSP_SC_GEC ScanSAR (SC) Multi Look Ground Range Detected (MGD) PSP_SC_EEC ScanSAR (SC) Geocoded Ellipsoid Corrected (GEC) PSP_SC_SSC ScanSAR (SC) Enhanced Ellipsoid Corrected (EEC) PSP_SL_SSC Spotlight (SL) Single Look Slant Range Complex (SSC) PSP_SL_MGD Spotlight (SL) Multi Look Ground Range Detected (MGD) PSP_SL_GEC Spotlight (SL) Geocoded Ellipsoid Corrected (GEC) PSP_SL_EEC Spotlight (SL) Enhanced Ellipsoid Corrected (EEC) PSP_HS_SSC High Resolution Spotlight (HS) Single Look Slant Range Complex (SSC) PSP_HS_MGD High Resolution Spotlight (HS) Multi Look Ground Range Detected (MGD) PSP_HS_GEC High Resolution Spotlight (HS) Geocoded Ellipsoid Corrected (GEC) PSP_HS_EEC High Resolution Spotlight (HS) Enhanced Ellipsoid Corrected (EEC) PSP_ST_SSC Staring Spotlight (ST) Single Look Slant Range Complex (SSC) PSP_ST_MGD Staring Spotlight (ST) Multi Look Ground Range Detected (MGD) PSP_ST_GEC Staring Spotlight (ST) Geocoded Ellipsoid Corrected (GEC) PSP_ST_EEC Staring Spotlight (ST) Enhanced Ellipsoid Corrected (EEC) PSP_WS_SSC Wide ScanSAR (WS) Single Look Slant Range Complex (SSC) PSP_WS_MGD Wide ScanSAR (WS) Multi Look Ground Range Detected (MGD) PSP_WS_GEC Wide ScanSAR (WS) Geocoded Ellipsoid Corrected (GEC) PSP_WS_EEC Wide ScanSAR (WS) Enhanced Ellipsoid Corrected (EEC)',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2018-09-06 00:00:00+00:00 , None ] ] } },
keywords: ['100x150-km-scansar' , '10x10-km-spotlight' , '10x5-km-hr-spotlight' , '15/30-x50-km-stripmap' , '514-km' , 'coastal-processes' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'high-resolution---hr-(5---20)-m' , 'imaging-radars' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'paz' , 'paz-sar' , 'paz.esa.archive' , 'psp-hs-eec' , 'psp-hs-gec' , 'psp-hs-mgd' , 'psp-hs-ssc' , 'psp-sc-eec' , 'psp-sc-gec' , 'psp-sc-mgd' , 'psp-sc-ssc' , 'psp-sl-eec' , 'psp-sl-gec' , 'psp-sl-mgd' , 'psp-sl-ssc' , 'psp-sm-eec' , 'psp-sm-gec' , 'psp-sm-mgd' , 'psp-sm-ssc' , 'psp-st-eec' , 'psp-st-gec' , 'psp-st-mgd' , 'psp-st-ssc' , 'psp-ws-eec' , 'psp-ws-gec' , 'psp-ws-mgd' , 'psp-ws-ssc' , 'soils' , 'sun-synchronous' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'x-band-(2.8---5.2)-cm' ],
license: 'other',
instruments: ['PAZ-SAR' ],
platform: 'PAZ',
84  Collection("PROBA.CHRIS.1A")
id: 'PROBA.CHRIS.1A',
title: 'Proba CHRIS Level 1A',
description: 'CHRIS acquires a set of up to five images of each target during each acquisition sequence, these images are acquired when Proba-1 is pointing at distinct angles with respect to the target. CHRIS Level 1A products (supplied in HDF data files, version 4.1r3) include five formal CHRIS imaging modes, classified as modes 1 to 5: • MODE 1: Full swath width, 62 spectral bands, 773nm / 1036nm, nadir ground sampling distance 34m @ 556km • MODE 2 WATER BANDS: Full swath width, 18 spectral bands, nadir ground sampling distance 17m @ 556km • MODE 3 LAND CHANNELS: Full swath width, 18 spectral bands, nadir ground sampling distance 17m @ 556km • MODE 4 CHLOROPHYL BAND SET: Full swath width, 18 spectral bands, nadir ground sampling distance 17m @ 556km • MODE 5 LAND CHANNELS: Half swath width, 37 spectral bands, nadir ground sampling distance 17m @ 556km All Proba-1 passes are systematically acquired according to the current acquisition plan, CHRIS data are processed every day to Level 1A and made available to ESA users. Observation over a new specific area can be performed by submitting the request to add a new site to the acquisition plan. Valuable indication whether the acquisition was successfully, cloudy, failed or programmed is reported in the _$$Proba-CHRIS Actual Acquisitions$$ http://www.rsacl.co.uk/chris/excel/active/',
extent: { 'spatial': { 'bbox': [[-180 , -56 , 180 , 75 ] ] } , 'temporal': { 'interval': [[2002-05-14 00:00:00+00:00 , 2022-12-22 23:59:59.999000+00:00 ] ] } },
keywords: ['14-km' , '615-km' , 'chr-mo1-1p' , 'chr-mo2-1p' , 'chr-mo3-1p' , 'chr-mo4-1p' , 'chr-mo5-1p' , 'chris' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-oceans' , 'earth-science->-terrestrial-hydrosphere->-surface-water' , 'forestry' , 'high-resolution---hr-(5---20)-m' , 'imaging-spectrometers/radiometers' , 'medium-resolution---mr-(20---500)-m' , 'nir-(0.75---1.30)-µm' , 'oceans' , 'proba-1' , 'proba.chris.1a' , 'sun-synchronous' , 'surface-water' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['CHRIS' ],
platform: 'PROBA-1',
85  Collection("PROBA.HRC.1A")
id: 'PROBA.HRC.1A',
title: 'Proba HRC',
description: 'The HRC Level 1A product is an image images with a pixel resolution of 8m. The data are grey scale images, an image contains 1026 x 1026 pixels and covers an area of 25 km2. HRC data is supplied in BMP format. All Proba-1 passes are systematically acquired according to the current acquisition plan, HRC data are processed every day to Level 1A and made available to ESA users.',
extent: { 'spatial': { 'bbox': [[-180 , -56 , 180 , 75 ] ] } , 'temporal': { 'interval': [[2002-10-10 00:00:00+00:00 , None ] ] } },
keywords: ['4-km' , '615-km' , 'cameras' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-oceans' , 'earth-science->-terrestrial-hydrosphere->-surface-water' , 'forestry' , 'high-resolution---hr-(5---20)-m' , 'hrc' , 'hrc-hrc-1p' , 'oceans' , 'proba-1' , 'proba.hrc.1a' , 'sun-synchronous' , 'surface-water' , 'vegetation' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['HRC' ],
platform: 'PROBA-1',
86  Collection("PlanetScopeESAarchive")
id: 'PlanetScopeESAarchive',
title: 'PlanetScope ESA archive',
description: 'The PlanetScope ESA archive collection consists of PlanetScope products requested by ESA supported projects over their areas of interest around the world and that ESA collected over the years. The dataset regularly grows as ESA collects new products. Three product lines for PlanetScope imagery are offered, for all of them the Ground Sampling Distance at nadir is 3.7 m (at reference altitude 475 km). EO-SIP Product Type Product description Processing Level PSC_DEF_S3 3 bands – Analytic and Visual - Basic and Ortho Scene level 1B and 3B PSC_DEF_S4 4 bands – Analytic and Visual - Basic and Ortho Scene level 1B and 3B PSC_DEF_OT 3 bands, 4 bands and 5 bands – Analytic and Visual - Ortho Tile level 3A The Basic Scene product is a single-frame scaled Top of Atmosphere Radiance (at sensor) and sensor-corrected product. The product is not orthorectified or corrected for terrain distortions, radiometric and sensor corrections are applied to the data. The Ortho Scenes product is a single-frame scaled Top of Atmosphere Radiance (at sensor) or Surface Reflectance image product. The product is radiometrically, sensor and geometrically corrected and is projected to a cartographic map (UTM/WGS84). The Ortho Tiles are multiple orthorectified scenes in a single strip that have been merged and then divided according to a defined grid. Radiometric and sensor corrections are applied, the imagery is orthorectified and projected to a UTM projection. Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/socat/PlanetScope available on the Third Party Missions Dissemination Service. As per ESA policy, very high-resolution imagery of conflict areas cannot be provided.',
extent: { 'spatial': { 'bbox': [[-180 , -84 , 180 , 84 ] ] } , 'temporal': { 'interval': [[2016-08-08 00:00:00+00:00 , None ] ] } },
keywords: ['25-km' , '475-km' , 'diseases-and-pests' , 'earth-science->-agriculture->-agricultural-plant-science->-plant-diseases/disorders/pests' , 'earth-science->-agriculture->-agricultural-plant-science->-weeds' , 'imaging-spectrometers/radiometers' , 'invasive-species' , 'nir-(0.75---1.30)-µm' , 'noxious-plants-or-invasive-plants' , 'planetscope' , 'planetscope-camera' , 'planetscopeesaarchive' , 'psc-3ao-3b' , 'psc-3vo-3b' , 'psc-4ab-1b' , 'psc-4ao-3b' , 'psc-4sr-3b' , 'psc-8ab-1b' , 'psc-8ao-3b' , 'psc-8sr-3b' , 'psc-def-ot' , 'psc-def-s3' , 'psc-def-s4' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['PlanetScope Camera' ],
platform: 'PlanetScope',
87  Collection("Pleiades.ESA.archive")
id: 'Pleiades.ESA.archive',
title: 'Pleiades ESA archive',
description: 'The Pléiades ESA archive is a dataset of Pléiades-1A and 1B products that ESA collected over the years. The dataset regularly grows as ESA collects new Pléiades products. Pléiades Primary and Ortho products can be available in the following modes: • Panchromatic image at 0.5 m resolution • Pansharpened colour image at 0.5 m resolution • Multispectral image in 4 spectral bands at 2 m resolution • Bundle (0.5 m panchromatic image + 2 m multispectral image) Spatial coverage: Check the spatial coverage of the collection on a map available on the Third Party Missions Dissemination Service. As per ESA policy, very high-resolution imagery of conflict areas cannot be provided.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2011-01-01 00:00:00+00:00 , None ] ] } },
keywords: ['20-km' , '694-km' , 'earth-science->-human-dimensions->-human-settlements' , 'earth-science->-human-dimensions->-natural-hazards' , 'hir-ms--1a' , 'hir-ms--3-' , 'hir-p---1a' , 'hir-p---3-' , 'hir-p-s-1a' , 'hir-p-s-2-' , 'hir-p-s-3-' , 'hir-pms-1a' , 'hir-pms-2-' , 'hir-pms-3-' , 'hiri' , 'human-settlements' , 'imaging-spectrometers/radiometers' , 'mapping-and-cartography' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'pleiades' , 'pleiades.esa.archive' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['HiRI' ],
platform: 'Pleiades',
88  Collection("PleiadesNeoESAArchive10")
id: 'PleiadesNeoESAArchive10',
title: 'Pleiades Neo ESA Archive',
description: 'The Pleiades Neo ESA archive collection is comprised of Pleiades Neo products that ESA has collected over the years. The dataset regularly grows as ESA collects new Pleiades Neo products.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2021-10-26 00:00:00+00:00 , None ] ] } },
keywords: ['14-km-at-nadir' , '620-km' , 'agriculture' , 'biosphere' , 'earth-science->-agriculture' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-economic-resources' , 'earth-science->-land-surface' , 'energy-and-natural-resources' , 'forestry' , 'human-dimensions' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'neo-ms--1a' , 'neo-ms--2-' , 'neo-ms--3-' , 'neo-p---1a' , 'neo-p---2-' , 'neo-p---3-' , 'neo-p-s-1a' , 'neo-p-s-2-' , 'neo-p-s-3-' , 'neo-pms-1a' , 'neo-pms-2-' , 'neo-pms-3-' , 'nir-(0.75---1.30)-µm' , 'pleiades-neo' , 'pleiadesneoesaarchive10' , 'pneo' , 'security' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['PNEO' ],
platform: 'Pleiades Neo',
89  Collection("QuickBird-2.ESA.archive")
id: 'QuickBird-2.ESA.archive',
title: 'QuickBird-2 ESA archive',
description: 'The QuickBird-2 archive collection consists of QuickBird-2 products requested by ESA supported projects over their areas of interest around the world. The dataset regularly grows as ESA collects new products over the years. Panchromatic (up to 61 cm resolution) and 4-Bands (up to nominal value of 2.44m resolution, reduced to 1.63m when at the end of the mission the orbit altitude was lowered to 300km) products are available; the 4-Bands includes various options such as Multispectral (separate channel for BLUE, GREEN, RED, NIR1), Pan-sharpened (BLUE, GREEN, RED, NIR1), Bundle (separate bands for PAN, BLUE, GREEN, RED, NIR1), Natural Color (pan-sharpened BLUE, GREEN, RED), Colored Infrared (pan-sharpened GREEN, RED, NIR1), Natural Colour / Coloured Infrared (3-Band pan-sharpened) The processing levels are: • STANDARD (2A): normalized for topographic relief • VIEW READY STANDARD (OR2A): ready for orthorectification • VIEW READY STEREO: collected in-track for stereo viewing and manipulation • MAP-READY (ORTHO) 1:12.000 Orthorectified: additional processing unnecessary • MAP-READY (ORTHO) 1:15.000 Orthorectified: additional processing unnecessary',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-02-11 00:00:00+00:00 , 2012-05-25 23:59:59.999000+00:00 ] ] } },
keywords: ['16.5-km' , '450-km-(300-km-at-end-of-mission)' , 'bgi' , 'bgi-4b--2a' , 'bgi-4b--mp' , 'bgi-pan-2a' , 'bgi-pan-mp' , 'biosphere' , 'cameras' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'high-resolution---hr-(5---20)-m' , 'nir-(0.75---1.30)-µm' , 'quickbird-2' , 'quickbird-2.esa.archive' , 'sun-synchronous' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['BGI' ],
platform: 'QuickBird-2',
90  Collection("RADARSAT1ESAArchive10")
id: 'RADARSAT1ESAArchive10',
title: 'RADARSAT-1 ESA Archive',
description: 'ESA archive of RADARSAT-1 data products',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1996-12-15 00:00:00+00:00 , 2008-10-13 23:59:59.999000+00:00 ] ] } },
keywords: ['50-–-500-km' , '783-821-km' , 'biosphere' , 'c-band-(5.2---7.7)-cm' , 'coastal-processes' , 'cryosphere' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'high-resolution---hr-(5---20)-m' , 'imaging-radars' , 'l1' , 'l2' , 'land-surface' , 'medium-resolution---mr-(20---500)-m' , 'oceans' , 'radarsat-1' , 'radarsat1esaarchive10' , 'sar' , 'sar-el-sgf' , 'sar-fx-sgf' , 'sar-fx-slc' , 'sar-sn-scn' , 'sar-sw-scw' , 'sar-sx-sgf' , 'sar-sx-slc' , 'sar-sx-ssg' , 'sar-wx-sgf' , 'sar-wx-slc' , 'sea-ice' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'vegetation' ],
license: 'other',
instruments: ['SAR' ],
platform: 'RADARSAT-1',
processing:level: 'L1,L2',
91  Collection("Radarsat-2")
id: 'Radarsat-2',
title: 'RADARSAT-2 ESA Archive',
description: 'The RADARSAT-2 ESA archive collection consists of RADARSAT-2 products requested by ESA supported projects over their areas of interest around the world. The dataset regularly grows as ESA collects new products over the years. Following Beam modes are available: Standard, Wide Swath, Fine Resolution, Extended Low Incidence, Extended High Incidence, ScanSAR Narrow and ScanSAR Wide. Standard Beam Mode allows imaging over a wide range of incidence angles with a set of image quality characteristics which provides a balance between fine resolution and wide coverage, and between spatial and radiometric resolutions. Standard Beam Mode operates with any one of eight beams, referred to as S1 to S8, in single and dual polarisation . The nominal incidence angle range covered by the full set of beams is 20 degrees (at the inner edge of S1) to 52 degrees (at the outer edge of S8). Each individual beam covers a nominal ground swath of 100 km within the total standard beam accessibility swath of more than 500 km. BEAM MODE: Standard PRODUCT: SLC, SGX, SGF, SSG, SPG Nominal Pixel Spacing - Range x Azimuth (m) : 8.0 or 11.8 x 5.1 (SLC), 8.0 x 8.0 (SGX), 12.5 x 12.5 (SSG, SPG) Resolution - Range x Azimuth (m): 9.0 or 13.5 x 7.7 (SLC), 26.8 - 17.3 x 24.7 (SGX, SGF, SSG, SPG) Nominal Scene Size - Range x Azimuth (km): 100 x 100 Range of Angle of Incidence (deg): 20 - 52 No. of Looks - Range x Azimuth: 1 x 1 (SLC), 1 x 4 (SGX, SGF, SSG, SPG) Polarisations - Options: • Single: HH or VV or HV or VH • Dual: HH + HV or VV + VH Wide Swath Beam Mode allows imaging of wider swaths than Standard Beam Mode, but at the expense of slightly coarser spatial resolution. The three Wide Swath beams, W1, W2 and W3, provide coverage of swaths of approximately 170 km, 150 km and 130 km in width respectively, and collectively span a total incidence angle range from 20 degrees to 45 degrees. Polarisation can be single and dual. BEAM MODE: Wide PRODUCT: SLC, SGX, SGF, SSG, SPG Nominal Pixel Spacing - Range x Azimuth (m) : 11.8 x 5.1 (SLC), 10 x 10 (SGX), 12.5 x 12.5 (SSG, SPG) Resolution - Range x Azimuth (m): 13.5 x 7.7 (SLC), 40.0 - 19.2 x 24.7 (SGX, SGF, SSG, SPG) Nominal Scene Size - Range x Azimuth (km): 150 x 150 Range of Angle of Incidence (deg): 20 - 45 No. of Looks - Range x Azimuth: 1 x 1 (SLC), 1 x 4 (SGX, SGF, SSG, SPG) Polarisations - Options: • Single: HH or VV or HV or VH • Dual: HH + HV or VV + VH Fine Resolution Beam Mode is intended for applications which require finer spatial resolution. Products from this beam mode have a nominal ground swath of 50 km. Nine Fine Resolution physical beams, F23 to F21, and F1 to F6 are available to cover the incidence angle range from 30 to 50 degrees. For each of these beams, the swath can optionally be centred with respect to the physical beam or it can be shifted slightly to the near or far range side. Thanks to these additional swath positioning choices, overlaps of more than 50% are provided between adjacent swaths. RADARSAT-2 can operate in single and dual polarisation for this beam mode. BEAM MODE: Fine PRODUCT: SLC, SGX, SGF, SSG, SPG Nominal Pixel Spacing - Range x Azimuth (m) : 4.7 x 5.1 (SLC), 3.13 x 3.13 (SGX), 6.25 x 6.25 (SSG, SPG) Resolution - Range x Azimuth (m): 5.2 x 7.7 (SLC), 10.4 - 6.8 x 7.7 (SGX, SGF, SSG, SPG) Nominal Scene Size - Range x Azimuth (km): 50 x 50 Range of Angle of Incidence (deg): 30 - 50 No. of Looks - Range x Azimuth: 1 x 1 (SLC,SGX, SGF, SSG, SPG) Polarisations - Options: • Single: HH or VV or HV or VH • Dual: HH + HV or VV + VH In the Extended Low Incidence Beam Mode, a single Extended Low Incidence Beam, EL1, is provided for imaging in the incidence angle range from 10 to 23 degrees with a nominal ground swath coverage of 170 km. Some minor degradation of image quality can be expected due to operation of the antenna beyond its optimum scan angle range. Only single polarisation is available. BEAM MODE: Extended Low PRODUCT: SLC, SGX, SGF, SSG, SPG Nominal Pixel Spacing - Range x Azimuth (m) : 8.0 x 5.1 (SLC), 10.0 x 10.0 (SGX), 12.5 x 12.5 (SSG, SPG) Nominal Resolution - Range x Azimuth (m): 9.0 x 7.7 (SLC), 52.7 - 23.3 x 24.7 (SGX, SGF, SSG, SPG) Nominal Scene Size - Range x Azimuth (km): 170 x 170 Range of Angle of Incidence (deg): 10 - 23 No. of Looks - Range x Azimuth: 1 x 1 (SLC), 1 x 4 (SGX, SGF, SSG, SPG) Polarisations - Options: Single Pol HH In the Extended High Incidence Beam Mode, six Extended High Incidence Beams, EH1 to EH6, are available for imaging in the 49 to 60 degree incidence angle range. Since these beams operate outside the optimum scan angle range of the SAR antenna, some degradation of image quality, becoming progressively more severe with increasing incidence angle, can be expected when compared with the Standard Beams. Swath widths are restricted to a nominal 80 km for the inner three beams, and 70 km for the outer beams. Only single polarisation available. BEAM MODE: Extended High PRODUCT: SLC, SGX, SGF, SSG, SPG Nominal Pixel Spacing - Range x Azimuth (m) : 11.8 x 5.1 (SLC), 8.0 x 8.0 (SGX), 12.5 x 12.5 (SSG, SPG) Resolution - Range x Azimuth (m): 13.5 x 7.7 (SLC), 18.2 - 15.9 x 24.7 (SGX, SGF, SSG, SPG) Nominal Scene Size - Range x Azimuth (km): 75 x 75 Range of Angle of Incidence (deg): 49 - 60 No. of Looks - Range x Azimuth: 1 x 1 (SLC), 1 x 4 (SGX, SGF, SSG, SPG) Polarisations - Options: Single Pol HH ScanSAR Narrow Beam Mode provides coverage of a ground swath approximately double the width of the Wide Swath Beam Mode swaths. Two swath positions with different combinations of physical beams can be used: SCNA, which uses physical beams W1 and W2, and SCNB, which uses physical beams W2, S5, and S6. Both options provide coverage of swath widths of about 300 km. The SCNA combination provides coverage over the incidence angle range from 20 to 39 degrees. The SCNB combination provides coverage over the incidence angle range 31 to 47 degrees. RADARSAT-2 can operate in single and dual polarisation for this beam mode. BEAM MODE: ScanSAR Narrow PRODUCT: SCN, SCF, SCS Nominal Pixel Spacing - Range x Azimuth (m) : 25 x 25 Nominal Resolution - Range x Azimuth (m):81-38 x 40-70 Nominal Scene Size - Range x Azimuth (km): 300 x 300 Range of Angle of Incidence (deg): 20 - 46 No. of Looks - Range x Azimuth: 2 x 2 Polarisations - Options: • Single Co or Cross: HH or VV or HV or VH • Dual: HH + HV or VV + VH ScanSAR Wide Beam Mode provides coverage of a ground swath approximately triple the width of the Wide Swath Beam Mode swaths. Two swath positions with different combinations of physical beams can be used: SCWA, which uses physical beams W1, W2, W3, and S7, and SCWB, which uses physical beams W1, W2, S5 and S6. The SCWA combination allows imaging of a swath of more than 500 km covering an incidence angle range of 20 to 49 degrees. The SCWB combination allows imaging of a swath of more than 450 km covering the incidence angle. Polarisation can be single and dual. BEAM MODE: ScanSAR Wide PRODUCT: SCW, SCF, SCS Nominal Pixel Spacing - Range x Azimuth (m) : 50 x 50 Resolution - Range x Azimuth (m): 163.0 - 73 x 78-106 Nominal Scene Size - Range x Azimuth (km): 500 x 500 Range of Angle of Incidence (deg): 20 - 49 No. of Looks - Range x Azimuth: 4 x 2 Polarisations - Options: • Single Co or Cross: HH or VV or HV or VH • Dual: HH + HV or VV + VH These are the different products : SLC (Single Look Complex): Amplitude and phase information is preserved. Data is in slant range. Georeferenced and aligned with the satellite track SGF (Path Image): Data is converted to ground range and may be multi-look processed. Scene is oriented in direction of orbit path. Georeferenced and aligned with the satellite track. SGX (Path Image Plus): Same as SGF except processed with refined pixel spacing as needed to fully encompass the image data bandwidths. Georeferenced and aligned with the satellite track SSG(Map Image): Image is geocorrected to a map projection. SPG (Precision Map Image): Image is geocorrected to a map projection. Ground control points (GCP) are used to improve positional accuracy. SCN(ScanSAR Narrow)/SCF(ScanSAR Wide) : ScanSAR Narrow/Wide beam mode product with original processing options and metadata fields (for backwards compatibility only). Georeferenced and aligned with the satellite track SCF (ScanSAR Fine): ScanSAR product equivalent to SGF with additional processing options and metadata fields. Georeferenced and aligned with the satellite track SCS(ScanSAR Sampled) : Same as SCF except with finer sampling. Georeferenced and aligned with the satellite track',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2008-07-27 00:00:00+00:00 , 2021-04-11 23:59:59.999000+00:00 ] ] } },
keywords: ['100-km-for-standard' , '170-km-for-extended-low-incidence' , '300-km-for-scansar-narrow' , '50-km-for-fine-resolution' , '50-km-for-wide-swath' , '500-km-for-scansar-wide' , '75-km-for-extended-high-incidence' , '798-km' , 'biosphere' , 'c-band-(5.2---7.7)-cm' , 'coastal-processes' , 'cryosphere' , 'earth-science->-biosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere' , 'imaging-radars' , 'land-surface' , 'medium-resolution---mr-(20---500)-m' , 'oceans' , 'radarsat-1' , 'radarsat-2' , 'sar' , 'sea-ice' , 'sun-synchronous' , 'terrestrial-hydrosphere' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' ],
license: 'other',
instruments: ['SAR' ],
platform: 'RADARSAT-1',
92  Collection("RapidEye.ESA.archive")
id: 'RapidEye.ESA.archive',
title: 'RapidEye ESA archive',
description: 'The RapidEye ESA archive is a subset of the RapidEye Full archive that ESA collected over the years. The dataset regularly grows as ESA collects new RapidEye products.',
extent: { 'spatial': { 'bbox': [[-180 , -84 , 180 , 84 ] ] } , 'temporal': { 'interval': [[2009-02-22 00:00:00+00:00 , None ] ] } },
keywords: ['630-km' , '77-km' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'high-resolution---hr-(5---20)-m' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'mapping-and-cartography' , 'msi' , 'msi-img-1b' , 'msi-img-3a' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'rapideye' , 'rapideye.esa.archive' , 'sun-synchronous' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['MSI' ],
platform: 'RapidEye',
93  Collection("RapidEye.South.America")
id: 'RapidEye.South.America',
title: 'RapidEye South America',
description: 'ESA, in collaboration with BlackBridge, has collected this RapidEye dataset of level 3A tiles covering more than 6 million km2 of South American countries: Paraguay, Ecuador, Chile, Bolivia, Peru, Uruguay and Argentina. The area is fully covered with low cloud coverage',
extent: { 'spatial': { 'bbox': [[-81 , -41 , 54 , 1 ] ] } , 'temporal': { 'interval': [[2012-07-12 00:00:00+00:00 , 2015-12-13 23:59:59.999000+00:00 ] ] } },
keywords: ['630-km' , '77-km' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'mapping-and-cartography' , 'msi' , 'msi-img-3a' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'rapideye' , 'rapideye.south.america' , 'sun-synchronous' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['MSI' ],
platform: 'RapidEye',
94  Collection("RapidEye.time.series.for.Sentinel-2")
id: 'RapidEye.time.series.for.Sentinel-2',
title: 'RapidEye time series for Sentinel-2',
description: 'The European Space Agency, in collaboration with BlackBridge collected 2 time series datasets with a 5 day revisit at high resolution: • February to June 2013 over 14 selected sites around the world • April to September 2015 over 10 selected sites around the world The RapidEye Earth Imaging System provides data at 5 m spatial resolution (multispectral L3A orthorectified). The products are radiometrically and sensor corrected similar to the 1B Basic product, but have geometric corrections applied to the data during orthorectification using DEMs and GCPs. The product accuracy depends on the quality of the ground control and DEMs used. The imagery is delivered in GeoTIFF format with a pixel spacing of 5 metres. The dataset is composed of data over: • 14 selected sites in 2013: Argentina, Belgium, Chesapeake Bay, China, Congo, Egypt, Ethiopia, Gabon, Jordan, Korea, Morocco, Paraguay, South Africa and Ukraine. • 10 selected sites in 2015: Limburgerhof, Railroad Valley, Libya4, Algeria4, Figueres, Libya1, Mauritania1, Barrax, Esrin, Uyuni Salt Lake.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2013-02-06 00:00:00+00:00 , 2015-08-15 23:59:59.999000+00:00 ] ] } },
keywords: ['630-km' , '77-km' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'high-resolution---hr-(5---20)-m' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'mapping-and-cartography' , 'msi' , 'msi-img-3a' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'rapideye' , 'rapideye.time.series.for.sentinel-2' , 'sun-synchronous' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['MSI' ],
platform: 'RapidEye',
95  Collection("SAR_IMM_1P")
id: 'SAR_IMM_1P',
title: 'ERS-1/2 SAR IM Medium Resolution L1 [SAR_IMM_1P]',
description: 'This ERS Medium Resolution strip-line product is generated from the Image Mode Level 0 Product. Strip-line image products contain image data for an entire segment, up to a maximum size of 10 minutes per product for IM mode. The processor concatenates together several sub-images called "slices" that were processed separately on a dataset-by-dataset basis in order to form the entire strip-line image. The product is processed to an approximately 150 m x 150 m resolution and has a radiometric resolution that is good enough for ice applications. This product has a lower spatial resolution than the SAR_IMP_1P and SAR_IMS_1P products. The SAR IM L0 full mission data archive has been bulk processed to Level 1 (SAR_IMM_1P) in Envisat format with the PF-ERS processor version 6.01. Product Characteristics: - Pixel size: 5 m (ground range – across track) x 75 m (azimuth – along track) - Scene area: 100 km (range) x at least 102.5 km - Scene Size: 1300 pixels (range) x at least 1350 lines (azimuth) - Pixel depth: 16 bits unsigned integer - Total product volume: at least 3.5 MB - Projection: Ground-range - Number of looks: 8 (azimuth) x 7 (range)',
extent: { 'spatial': { 'bbox': [[-180 , -82 , 180 , 82 ] ] } , 'temporal': { 'interval': [[1991-07-27 00:00:00+00:00 , 2011-07-04 23:59:59.999000+00:00 ] ] } },
keywords: ['5-km' , '782-to-785-km' , 'ami/sar' , 'cryosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'ers-1' , 'ers-2' , 'imaging-radars' , 'land-surface' , 'pf-ers-/-envisat-format' , 'sar-imm-1p' , 'sea-ice' , 'snow-and-ice' , 'sun-synchronous' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' ],
platform: 'ERS-1,ERS-2',
96  Collection("SAR_IMP_1P")
id: 'SAR_IMP_1P',
title: 'ERS-1/2 SAR IM Precision L1 [SAR_IMP_1P]',
description: 'The SAR Precision product is a multi-look (speckle-reduced), ground range image acquired in Image Mode. This product type is most applicable to users interested in remote sensing applications, but is also suitable for calibration purposes. The products are calibrated and corrected for the SAR antenna pattern and range-spreading loss. Radar backscatter can be derived from the products for geophysical modelling, but no correction is applied for terrain-induced radiometric effects. The images are not geocoded, and terrain distortion (foreshortening and layover) has not been removed. The numbering sequence relates to the satellite position and therefore differs between Ascending and Descending scenes. Product characteristics: - Pixel size: 12.5 m (range - across track) x 12.5 m (azimuth - along track) - Scene area: 100 km (range) x at least 102.5 km (azimuth) - Scene size: 8000 pixels range x at least 8200 lines (azimuth) - Pixel depth: 16 bits unsigned integer - Total product volume: 125 MBs - Projection: Ground-range - Number of looks: 3',
extent: { 'spatial': { 'bbox': [[-180 , -82 , 180 , 82 ] ] } , 'temporal': { 'interval': [[1991-07-27 00:00:00+00:00 , 2011-07-04 23:59:59.999000+00:00 ] ] } },
keywords: ['5-km' , '782-to-785-km' , 'ami/sar' , 'cryosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'ers-1' , 'ers-2' , 'imaging-radars' , 'land-surface' , 'sar-imp-1p' , 'sea-ice' , 'snow-and-ice' , 'sun-synchronous' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' ],
platform: 'ERS-1,ERS-2',
97  Collection("SAR_IMS_1P")
id: 'SAR_IMS_1P',
title: 'ERS-1/2 SAR IM Single Look Complex L1 [SAR_IMS_1P]',
description: 'The SAR SLC product is a single look complex acquired in Image Mode. It is a digital image, with slant range and phase preserved, generated from raw SAR data using up-to-date auxiliary parameters. The products are intended for use in SAR quality assessment, calibration and interferometric applications. A minimum number of corrections and interpolations are performed on the data. Absolute calibration parameters (when available) are provided in the product annotation. Product characteristics: - Pixel size: 8 m (range - across track) x 4 m (azimuth - along track – varying slightly depending on acquisition Pulse Repetition Frequency) - Scene area: 100 km (range) x at least 102.5 km (azimuth) - Scene size: 5000 samples (range) x at least 30000 lines (azimuth) - Pixel depth: 32 bits signed integer (16 bits I, 16 bits Q) - Total product volume: 575 MB - Projection: Slant range - Number of looks: 1',
extent: { 'spatial': { 'bbox': [[-180 , -82 , 180 , 82 ] ] } , 'temporal': { 'interval': [[1991-07-27 00:00:00+00:00 , 2011-07-04 23:59:59.999000+00:00 ] ] } },
keywords: ['5-km' , '782-to-785-km' , 'ami/sar' , 'cryosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'ers-1' , 'ers-2' , 'imaging-radars' , 'land-surface' , 'sar-ims-1p' , 'sea-ice' , 'snow-and-ice' , 'sun-synchronous' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' ],
platform: 'ERS-1,ERS-2',
98  Collection("SAR_IM_0P")
id: 'SAR_IM_0P',
title: 'ERS-1/2 SAR IM L0 [SAR_IM__0P]',
description: 'This SAR Level 0 product is acquired in Image Mode. The products consist of the SAR telemetry data and are supplied as standard scenes. It also contains all the required auxiliary data necessary for data processing. The product serves two main purposes: For testing ERS SAR processors independently from the HDDR system For users interested in full SAR data processing. Product characteristics: - Scene area: 100 km (range - across track) x full segment length (azimuth - along track) - Scene size: 5616 samples (range) x full segment length (azimuth) - Pixel depth: 10 bits signed integer (5 bits I, 5 bits Q) - Projection: Slant range',
extent: { 'spatial': { 'bbox': [[-180 , -82 , 180 , 82 ] ] } , 'temporal': { 'interval': [[1991-07-27 00:00:00+00:00 , 2011-07-04 23:59:59.999000+00:00 ] ] } },
keywords: ['5-km' , '782-to-785-km' , 'ami/sar' , 'cryosphere' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'ers-1' , 'ers-2' , 'imaging-radars' , 'land-surface' , 'sar-im-0p' , 'sea-ice' , 'snow-and-ice' , 'sun-synchronous' , 'topography' , 'vegetation' ],
license: 'other',
instruments: ['AMI/SAR' , 'AMI/SAR' ],
platform: 'ERS-1,ERS-2',
99  Collection("SCIAMACHYLevel2LimbOzone")
id: 'SCIAMACHYLevel2LimbOzone',
title: 'Envisat SCIAMACHY Level 2 - Limb Ozone [SCI_LIMBO3]',
description: 'This Envisat SCIAMACHY Ozone stratospheric profiles dataset has been extracted from the previous baseline (v6.01) of the SCIAMACHY Level 2 data. The dataset is generated in the framework of the full mission reprocessing campaign completed in 2023 under the _$$ESA FDR4ATMOS project$$ https://atmos.eoc.dlr.de/FDR4ATMOS/ . For optimal results, users are strongly encouraged to make use of these specific ozone limb profiles rather than the ones contained in the _$$SCIAMACHY Level 2 dataset version 7.1$$ https://earth.esa.int/eogateway/catalog/envisat-sciamachy-total-column-densities-and-stratospheric-profiles-sci_ol__2p- . The new products are conveniently formatted in NetCDF. Free standard tools, such as _$$Panoply$$ https://www.giss.nasa.gov/tools/panoply/ , can be used to read NetCDF data. Panoply is sourced and updated by external entities. For further details, please consult our _$$Terms and Conditions page$$ https://earth.esa.int/eogateway/terms-and-conditions . Please refer to the _$$README$$ https://earth.esa.int/eogateway/documents/20142/37627/ENVI-GSOP-EOGD-QD-16-0132.pdf file (L2 v6.01) for essential guidance before using the data.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2002-08-02 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , 'atmosphere' , 'atmospheric-chemistry' , 'atmospheric-indicators' , 'atmospheric-radiation' , 'atmospheric-temperature' , 'climate' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-atmospheric-chemistry' , 'earth-science->-atmosphere->-atmospheric-radiation' , 'earth-science->-atmosphere->-atmospheric-temperature' , 'earth-science->-climate-indicators' , 'earth-science->-oceans' , 'envisat' , 'oceans' , 'sciamachy' , 'sciamachylevel2limbozone' , 'spectrometers' , 'sun-synchronous' ],
license: 'other',
instruments: ['SCIAMACHY' ],
platform: 'Envisat',
100  Collection("SMOS_Open_V7")
id: 'SMOS_Open_V7',
title: 'SMOS L1 and L2 Science data',
description: 'Level 1 SMOS data products are designed for scientific and operational users who need to work with calibrated MIRAS instrument measurements, while Level 2 SMOS data products are designed for scientific and operational users who need to work with geo-located soil moisture and sea surface salinity estimation as retrieved from Level 1 dataset. Products from the operational pipeline in the SMOS Data Processing Ground Segment (DPGS) https://earth.esa.int/eogateway/missions/smos/description, located at the European Space Astronomy Centre (ESAC), have File Class ""OPER"", while reprocessed data is tagged as ""REPR"". For an optimal exploitation of the current SMOS L1 and L2 data set please consult the read-me-first notes. The Level 1A product comprises all calibrated visibilities between receivers (i.e. the interferometric measurements from the sensor including the redundant visibilities), combined per integration time of 1.2s (snapshot). The snapshots are consolidated in a pole-to-pole product file (50 minutes of sensing time) with a maximum size of about 215MB per half orbit (29 half orbits per day). The Level 1B product comprises the result of the image reconstruction algorithm applied to the L1A data. As a result, the reconstructed image at L1B is simply the difference between the sensed scene by the sensor and the artificial scene. The brightness temperature image is available in its Fourier component in the antenna polarisation reference frame top of the atmosphere. Images are combined per integration time of 1.2 seconds (snapshot). The removal of foreign sources (Galactic, Direct Sun, Moon) is also included in the reconstruction. Snapshot consolidation is as per L1A, with a maximum product size of about 115MB per half orbit. ESA provides the Artificial Scene Library (ASL) to add the artificial scene in L1B for any user that wants to start from L1B products and derive the sensed scene. The Level 1C product contains multi-angular brightness temperatures in antenna frame (X-pol, Y-pol, T3 and T4) at the top of the atmosphere, geo-located in an equal-area grid system (ISEA 4H9 - Icosahedral Snyder Equal Area projection). Two L1C products are available: Land for soil moisture retrieval and Sea for sea surface salinity retrieval. The pixels are consolidated in a pole-to-pole product file (50 minutes of sensing time), with a maximum size of about 350MB per half orbit (29 half orbits per day). Spatial resolution is in the range of 30-50 km. For each L1C product there is also a corresponding Browse product containing brightness temperatures interpolated for an incidence angle of 42.5°. The Level 2 Soil Moisture (SM) product comprises soil moisture measurements geo-located in an equal-area grid system ISEA 4H9. The product contains not only the retrieved soil moisture, but also a series of ancillary data derived from the processing (nadir optical thickness, surface temperature, roughness parameter, dielectric constant and brightness temperature retrieved at top of atmosphere and on the surface) with the corresponding uncertainties. The pixels are consolidated in a pole-to-pole product file (50 minutes of sensing time), with a maximum size of about 7MB (25MB uncompressed data) per half orbit (29 half orbits per day). The Level 2 Ocean Salinity (OS) product comprises sea surface salinity measurements geo-located in an equal-area grid system ISEA 4H9. The product contains one single swath-based sea surface salinity retrieved with and without Land-Sea contamination correction, SSS anomaly based on WOA-2009 referred to Land-Sea corrected sea surface salinity, brightness temperature at the top of the atmosphere and at the sea surface with their corresponding uncertainties. The pixels are consolidated in a pole-to-pole product file (50 minutes of sensing time), with a maximum size of about 10MB (25MB uncompressed data) per half orbit (29 half orbits per day). The following Science data products, belonging to the latest processing baseline, are openly available to all users: MIR_SC_F1B/MIR_SC_D1B: Level 1B product, FULL/DUAL polarisation mode, in Earth Explorer format MIR_SCLF1C/MIR_SCLD1C: Level 1C product over Land, FULL/DUAL polarisation mode, in Earth Explorer format MIR_SCSF1C/MIR_SCSD1C: Level 1C product over Sea, FULL/DUAL polarisation mode, in Earth Explorer format MIR_BWLF1C/MIR_BWLD1C: Level 1C Browse product over Land, FULL/DUAL polarisation mode, in Earth Explorer format MIR_BWSF1C/MIR_BWSD1C: Level 1C Browse product over Sea, FULL/DUAL polarisation mode, in Earth Explorer format MIR_SMUDP2: Level 2 Soil Moisture product, in Earth Explorer and NetCDF format MIR_OSUDP2: Level 2 Sea Surface Salinity product, in Earth Explorer and NetCDF format Access to the following Science data products is restricted to SMOS CalVal users: MIR_SC_F1A/MIR_SC_D1A: Level 1A product, FULL/DUAL polarisation mode, in Earth Explorer format. For an optimal exploitation of the current SMOS L1 and L2 data set please consult the read-me-first notes available in the Resources section below.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2010-01-12 00:00:00+00:00 , None ] ] } },
keywords: ['1000-km' , '758-km' , '7xx' , 'earth-science->-agriculture->-soils' , 'earth-science->-agriculture->-soils->-soil-moisture/water-content' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-salinity/density' , 'interferometric-radiometers' , 'l-band-(19.4---76.9)-cm' , 'land-surface' , 'mir-bwlf1c/mir-bwld1c' , 'mir-bwsf1c/mir-bwsd1c' , 'mir-osudp2' , 'mir-sc-f1b/mir-sc-d1b' , 'mir-sclf1c/mir-scld1c' , 'mir-scsf1c/mir-scsd1c' , 'mir-smudp2' , 'miras' , 'oceans' , 'salinity-and-density' , 'smos' , 'smos-open-v7' , 'soil-moisture' , 'soils' , 'sun-synchronous' ],
license: 'other',
instruments: ['MIRAS' ],
platform: 'SMOS',
101  Collection("SPOT-6.and.7.ESA.archive")
id: 'SPOT-6.and.7.ESA.archive',
title: 'SPOT-6 and 7 ESA archive',
description: 'The SPOT 6 and 7 ESA archive is a dataset of SPOT 6 and SPOT 7 products that ESA collected over the years. The dataset regularly grows as ESA collects new SPOT 6 and 7 products. SPOT 6 and 7 Primary and Ortho products can be available in the following modes: Panchromatic image at 1.5m resolution Pansharpened colour image at 1.5m resolution Multispectral image in 4 spectral bands at 6m resolution Bundle (1.5m panchromatic image + 6m multispectral image) Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/socat/SPOT6-7 available on the Third Party Missions Dissemination Service. As per ESA policy, very high-resolution imagery of conflict areas cannot be provided.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2012-10-01 00:00:00+00:00 , None ] ] } },
keywords: ['60-km' , '694-km' , 'afforestation/reforestation' , 'agriculture' , 'atmosphere' , 'cameras' , 'crops-and-yields' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-agricultural-plant-science->-crop/plant-yields' , 'earth-science->-agriculture->-forest-science->-afforestation/reforestation' , 'earth-science->-agriculture->-forest-science->-forest-fire-science' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-weather-events' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-topography' , 'forest-fires' , 'high-resolution---hr-(5---20)-m' , 'land-surface' , 'nao-ms--1a' , 'nao-ms--3-' , 'nao-p---1a' , 'nao-p---3-' , 'nao-p-s-1a' , 'nao-p-s-2-' , 'nao-p-s-3-' , 'nao-pms-1a' , 'nao-pms-2-' , 'nao-pms-3-' , 'naomi' , 'nir-(0.75---1.30)-µm' , 'spot-6' , 'spot-6.and.7.esa.archive' , 'spot-7' , 'sun-synchronous' , 'topography' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' , 'weather-events' ],
license: 'other',
instruments: ['NAOMI' , 'NAOMI' ],
platform: 'SPOT 6,SPOT 7',
102  Collection("SPOT1-5")
id: 'SPOT1-5',
title: 'SPOT1-5 ESA archive',
description: 'The ESA SPOT1-5 collection is a dataset of SPOT-1 to 5 Panchromatic and Multispectral products that ESA collected over the years. The HRV(IR) sensor onboard SPOT 1-4 provides data at 10 m spatial resolution Panchromatic mode (-1 band) and 20 m (Multispectral mode -3 or 4 bands). The HRG sensor on board of SPOT-5 provides spatial resolution of the imagery to < 3 m in the panchromatic band and to 10 m in the multispectral mode (3 bands). The SWIR band imagery remains at 20 m. The dataset mainly focuses on European and African sites but some American, Asian and Greenland areas are also covered.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1986-04-01 00:00:00+00:00 , 2015-09-15 23:59:59.999000+00:00 ] ] } },
keywords: ['60-km' , '832-km' , 'afforestation/reforestation' , 'agriculture' , 'atmosphere' , 'cameras' , 'crops-and-yields' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-agricultural-plant-science->-crop/plant-yields' , 'earth-science->-agriculture->-forest-science->-afforestation/reforestation' , 'earth-science->-agriculture->-forest-science->-forest-fire-science' , 'earth-science->-atmosphere' , 'earth-science->-atmosphere->-weather-events' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-topography' , 'forest-fires' , 'high-resolution---hr-(5---20)-m' , 'hrg' , 'hrg--a---3' , 'hrg--a--1a' , 'hrg--a--1b' , 'hrg--a--2a' , 'hrg--b--2a' , 'hrg--j---3' , 'hrg--j--1a' , 'hrg--j--1b' , 'hrg--j--2a' , 'hrg--ps--3' , 'hrg--ps-1a' , 'hrg--ps-1b' , 'hrg--ps-2a' , 'hri--i---3' , 'hri--i--1a' , 'hri--i--1b' , 'hri--i--2a' , 'hri--m---3' , 'hri--m--1a' , 'hri--m--1b' , 'hri--m--2a' , 'hri--x---3' , 'hri--x--1a' , 'hri--x--2a' , 'hrs' , 'hrv' , 'hrv--p---3' , 'hrv--p--1a' , 'hrv--p--1b' , 'hrv--p--2a' , 'hrv--x---3' , 'hrv--x--1a' , 'hrv--x--1b' , 'hrv--x--2a' , 'hrvir' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'nir-(0.75---1.30)-µm' , 'spot-1' , 'spot-2' , 'spot-3' , 'spot-4' , 'spot-5' , 'spot1-5' , 'sun-synchronous' , 'swir-(1.3---3.0)-µm' , 'topography' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' , 'weather-events' ],
license: 'other',
instruments: ['HRV' , 'HRV' , 'HRV' , 'HRVIR' , 'HRG' ],
platform: 'SPOT 1,SPOT 2,SPOT 3,SPOT 4,SPOT 5',
103  Collection("SPOT4-5_Take5.ESAarchive")
id: 'SPOT4-5_Take5.ESAarchive',
title: 'SPOT 4-5 Take5 ESA archive',
description: 'At the end of SPOT-4 life, the Take5 experiment was launched and the satellite was moved to a lower orbit to obtain a 5 day repeat cycle, same repetition of Sentinel-2. Thanks to this orbit, from 1st of Feb to 19th of June 2013 a time series of images acquired every 5 days with constant angle and over 45 different sites were observed. In analogy to the previous SPOT-4 Take-5 experiment, also SPOT-5 was placed in a 5 days cycle orbit and 145 selected sites were acquired every 5 days under constant angles from 8th of April to 31st of August 2015. With a resolution of 10 m, the following processing levels are available: Level 1A: reflectance at the top of atmosphere (TOA), not orthorectified products Level 1C: data orthorectified reflectance at the top of atmosphere (TOA) Level 2A: data orthorectified surface reflectance after atmospheric correction (BOA), along with clouds mask and their shadow, and mask of water and snow.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2013-01-31 00:00:00+00:00 , 2015-09-15 23:59:59.999000+00:00 ] ] } },
keywords: ['60-km' , '832-km' , 'afforestation/reforestation' , 'agriculture' , 'cameras' , 'crops-and-yields' , 'earth-science->-agriculture' , 'earth-science->-agriculture->-agricultural-plant-science->-crop/plant-yields' , 'earth-science->-agriculture->-forest-science->-afforestation/reforestation' , 'earth-science->-agriculture->-forest-science->-forest-fire-science' , 'earth-science->-land-surface' , 'forest-fires' , 'hrg-xs--1a' , 'hrg-xs--1c' , 'hrg-xs--2a' , 'hri-xs--1c' , 'hri-xs--2a' , 'hrs' , 'hrvir' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'nir-(0.75---1.30)-µm' , 'spot-4' , 'spot-5' , 'spot4-5-take5.esaarchive' , 'sun-synchronous' , 'swir-(1.3---3.0)-µm' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['HRVIR' , 'HRS' ],
platform: 'SPOT 4,SPOT 5',
104  Collection("SeaSat.ESA.archive")
id: 'SeaSat.ESA.archive',
title: 'SeaSat ESA archive',
description: 'This collection gives access to the complete SEASAT dataset acquired by ESA and mainly covers Europe. The dataset comprises some of the first ever SAR data recorded for scientific purposes, reprocessed with the most recent processor. The Level-1 products are available as: • SAR Ellipsoid Geocoded Precision Image • SAR Precision Image • SAR Single Look Complex Image European Space Agency, Seasat SAR Precision Image. Version 1.0. https://doi.org/10.5270/SE1-99j66hv European Space Agency, Seasat SAR Single Look Complex. Version 1.0. https://doi.org/10.5270/SE1-4uij92n European Space Agency, Seasat SAR Ellipsoid Geocoded Precision Image . Version 1.0. https://doi.org/10.5270/SE1-ungwqxv',
extent: { 'spatial': { 'bbox': [[-125 , -10 , 20 , 70 ] ] } , 'temporal': { 'interval': [[1978-07-13 00:00:00+00:00 , 1978-10-10 23:59:59.999000+00:00 ] ] } },
keywords: ['1.3.6' , '100-km' , '800-km' , 'atmospheric-water-vapour' , 'earth-science->-atmosphere->-atmospheric-water-vapor' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-tectonic-processes' , 'earth-science->-land-surface->-topography' , 'earth-science->-oceans' , 'earth-science->-oceans->-ocean-circulation' , 'earth-science->-oceans->-ocean-waves' , 'earth-science->-oceans->-sea-ice' , 'earth-science->-oceans->-sea-surface-topography' , 'earth-science->-solid-earth->-geomorphic-landforms/processes' , 'geomorphic-landforms-and-processes' , 'imaging-radars' , 'inclined' , 'l-band-(19.4---76.9)-cm' , 'medium-resolution---mr-(20---500)-m' , 'non-sun-synchronous' , 'ocean-circulation' , 'ocean-waves' , 'oceans' , 'sar' , 'sea-gec-1p' , 'sea-ice' , 'sea-pri-1p' , 'sea-slc-1p' , 'sea-surface-topography' , 'seasat' , 'seasat.esa.archive' , 'topography' ],
license: 'other',
instruments: ['SAR' ],
platform: 'Seasat',
105  Collection("SkySatESAarchive")
id: 'SkySatESAarchive',
title: 'Skysat ESA archive',
description: 'The SkySat ESA archive collection consists of SkySat products requested by ESA supported projects over their areas of interest around the world and that ESA collected over the years. The dataset regularly grows as ESA collects new products. Two different product types are offered, Ground Sampling Distance at nadir up to 65 cm for panchromatic and up to 0.8m for multi-spectral. EO-SIP Product Type Product Description Content SSC_DEF_SC Basic and Ortho scene Level 1B 4-bands Analytic /DN Basic scene Level 1B 4-bands Panchromatic /DN Basic scene Level 1A 1-band Panchromatic DN Pre Sup resolution Basic scene Level 3B 3-bands Visual Ortho Scene Level 3B 4-bands Pansharpened Multispectral Ortho Scene Level 3B 4-bands Analytic/DN/SR Ortho Scene Level 3B 1-band Panchromatic /DN Ortho Scene SSC_DEF_CO Ortho Collect Visual 3-band Pansharpened Image Multispectral 4-band Pansharpened Image Multispectral 4-band Analytic/DN/SR Image (B, G, R, N) 1-band Panchromatic Image The Basic Scene product is uncalibrated, not radiometrically corrected for atmosphere or for any geometric distortions inherent in the imaging process: Analytic - unorthorectified, radiometrically corrected, multispectral BGRN Analytic DN - unorthorectified, multispectral BGRN Panchromatic - unorthorectified, radiometrically corrected, panchromatic (PAN) Panchromatic DN - unorthorectified, panchromatic (PAN) L1A Panchromatic DN - unorthorectified, pre-super resolution, panchromatic (PAN) The Ortho Scene product is sensor and geometrically corrected, and is projected to a cartographic map projection: Visual - orthorectified, pansharpened, and colour-corrected (using a colour curve) 3-band RGB Imagery Pansharpened Multispectral - orthorectified, pansharpened 4-band BGRN Imagery Analytic SR - orthorectified, multispectral BGRN. Atmospherically corrected Surface Reflectance product. Analytic - orthorectified, multispectral BGRN. Radiometric corrections applied to correct for any sensor artifacts and transformation to top-of-atmosphere radiance. Analytic DN - orthorectified, multispectral BGRN, uncalibrated digital number imagery product Radiometric corrections applied to correct for any sensor artifacts Panchromatic - orthorectified, radiometrically correct, panchromatic (PAN) Panchromatic DN - orthorectified, panchromatic (PAN), uncalibrated digital number imagery product The Ortho Collect product is created by composing SkySat Ortho Scenes along an imaging strip. The product may contain artifacts resulting from the composing process, particular offsets in areas of stitched source scenes. Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/SkySat/ available on the Third Party Missions Dissemination Service. As per ESA policy, very high-resolution imagery of conflict areas cannot be provided.',
extent: { 'spatial': { 'bbox': [[-180 , -84 , 180 , 84 ] ] } , 'temporal': { 'interval': [[2016-02-29 00:00:00+00:00 , None ] ] } },
keywords: ['475-575-km' , '6.6-km-at-nadir-for-skysat-3-to--13' , '8-km-at-nadir-for-skysat-1-to--2' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'mapping-and-cartography' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'skysat' , 'skysat-camera' , 'skysatesaarchive' , 'ssc-def-co' , 'ssc-def-sc' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['SkySat Camera' ],
platform: 'SkySat',
106  Collection("TDPforAtmosphere")
id: 'TDPforAtmosphere',
title: 'Atmospheric Thematic Data Product [MWR_TDPATM]',
description: 'This is the Atmospheric Thematic Data Product (TDP) V1 resulting from the _$$ESA FDR4ALT project$$ https://www.fdr4alt.org/ and containing Total Column Water Vapour (TCWV), Cloud Liquid Water Path (LWP), Atmospheric Attenuation of the altimeter backscattering coefficient at Ku-band (AttKu), and Wet Tropospheric Correction (WTC), retrieved from observations of the Microwave Radiometer (MWR) instruments flown on-board the ERS-1, and ERS-2, and Envisat satellites. Compared to existing datasets, the Atmospheric TDP demonstrates notable improvements in several aspects: Improved temporal coverage, especially for ERS-2 Improved L0 -> 1 processing Two different corrections are provided based on a neural network retrieval or on a 1D-VAR approach The FDR4ALT products are available in NetCDF format. Free standard tools for reading NetCDF data can be used. Information for expert altimetry users is also available in a dedicated NetCDF group within the products. Please consult the _$$FDR4ALT Product User Guide$$ https://earth.esa.int/eogateway/documents/d/earth-online/fdr4alt-products-user-guide before using the data. The FDR4ALT datasets represent the new reference data for the ERS/Envisat altimetry missions, superseding any previous mission data. Users are strongly encouraged to make use of these datasets for optimal results.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-03 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'atmosphere' , 'earth-science->-atmosphere' , 'envisat' , 'ers-1' , 'ers-2' , 'imaging-spectrometers/radiometers' , 'mwr' , 'ra' , 'ra-2' , 'radar-altimeters' , 'sun-synchronous' , 'tdpforatmosphere' ],
license: 'other',
instruments: ['RA' , 'RA' , 'RA-2' ],
platform: 'ERS-1,ERS-2,Envisat',
107  Collection("TDPforInlandWater")
id: 'TDPforInlandWater',
title: 'Inland Waters Thematic Data Product [ALT_TDP_IW]',
description: 'This is the Inland Waters Thematic Data Product (TDP) V1 resulting from the _$$ESA FDR4ALT project$$ https://www.fdr4alt.org/ and containing improved Water Surface Height (WSH) data record from the ERS-1, ERS-2 and Envisat missions estimated using the ICE1 retracking range for its better performance on the hydro targets. The FDR4ALT products are available in NetCDF format. Free standard tools for reading NetCDF data can be used. Information for expert altimetry users is also available in a dedicated NetCDF group within the products. Please consult the _$$FDR4ALT Product User Guide$$ https://earth.esa.int/eogateway/documents/d/earth-online/fdr4alt-products-user-guide before using the data. The FDR4ALT datasets represent the new reference data for the ERS/Envisat altimetry missions, superseding any previous mission data. Users are strongly encouraged to make use of these datasets for optimal results.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-04 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'earth-science->-terrestrial-hydrosphere' , 'envisat' , 'ers-1' , 'ers-2' , 'imaging-spectrometers/radiometers' , 'mwr' , 'ra' , 'ra-2' , 'radar-altimeters' , 'sun-synchronous' , 'tdpforinlandwater' , 'terrestrial-hydrosphere' ],
license: 'other',
instruments: ['RA' , 'RA' , 'RA-2' ],
platform: 'ERS-1,ERS-2,Envisat',
108  Collection("TDPforLandice")
id: 'TDPforLandice',
title: 'Land Ice Thematic Data Product [ALT_TDP_LI]',
description: 'This is the Land Ice Thematic Data Product (TDP) V1 resulting from the _$$ESA FDR4ALT project$$ https://www.fdr4alt.org/ and containing estimates of ice sheet surface elevation and associated uncertainties. The collection covers data for three different missions: ERS-1, ERS-2 and Envisat, and based on Level 1 data coming from previous reprocessing (ERS REAPER and the Envisat V3.0) but taking into account the improvements made at Level 0/Level 1 in the frame of FDR4ALT (_$$ALT FDR$$ https://earth.esa.int/eogateway/catalog/fdr-for-altimetry). The Land Ice TDP focuses specifically on the ice sheets of Greenland and Antarctica, providing these data in different files. For many aspects, the Land Ice Level 2 and Level 2+ processing is very innovative: Improved relocation approach correcting for topographic effects within the beam footprint to identify the Point of Closest Approach Homogeneous timeseries of surface elevation measurements at regular along-track reference nodes. The FDR4ALT products are available in NetCDF format. Free standard tools for reading NetCDF data can be used. Information for expert altimetry users is also available in a dedicated NetCDF group within the products. Please consult the _$$FDR4ALT Product User Guide$$ https://earth.esa.int/eogateway/documents/d/earth-online/fdr4alt-products-user-guide before using the data. The FDR4ALT datasets represent the new reference data for the ERS/Envisat altimetry missions, superseding any previous mission data. Users are strongly encouraged to make use of these datasets for optimal results.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-03 00:00:00+00:00 , 2012-03-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'cryosphere' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-terrestrial-hydrosphere' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'envisat' , 'ers-1' , 'ers-2' , 'imaging-spectrometers/radiometers' , 'mwr' , 'ra' , 'ra-2' , 'radar-altimeters' , 'snow-and-ice' , 'sun-synchronous' , 'tdpforlandice' , 'terrestrial-hydrosphere' ],
license: 'other',
instruments: ['RA' , 'RA' , 'RA-2' ],
platform: 'ERS-1,ERS-2,Envisat',
109  Collection("TDPforOceanCoastalTopography")
id: 'TDPforOceanCoastalTopography',
title: 'Ocean and Coastal Topography Thematic Data Product [ALT_TDP_OC]',
description: 'This is the Ocean and Coastal Topography Thematic Data Product (TDP) V1 resulting from the _$$ESA FDR4ALT project$$ https://www.fdr4alt.org/ and containing improved sea surface height anomaly data records both at 1 Hz and 20 Hz resolution to address climate and/or coastal areas studies. The collection covers data for the ERS-1, ERS-2 and Envisat missions. Note that a dedicated processing to coastal zones has been applied for coastal distances below 200 km. Compared to existing datasets, the Ocean and Coastal Topography TDP demonstrates notable improvements in several aspects: Up-to-date orbit and geophysical corrections applied Adaptive retracker for Envisat The FDR4ALT products are available in NetCDF format. Free standard tools for reading NetCDF data can be used. Information for expert altimetry users is also available in a dedicated NetCDF group within the products. Please consult the _$$FDR4ALT Product User Guide$$ https://earth.esa.int/eogateway/documents/d/earth-online/fdr4alt-products-user-guide before using the data. The FDR4ALT datasets represent the new reference data for the ERS/Envisat altimetry missions, superseding any previous mission data. Users are strongly encouraged to make use of these datasets for optimal results.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-03 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'earth-science->-oceans' , 'envisat' , 'ers-1' , 'ers-2' , 'imaging-spectrometers/radiometers' , 'mwr' , 'oceans' , 'ra' , 'ra-2' , 'radar-altimeters' , 'sun-synchronous' , 'tdpforoceancoastaltopography' ],
license: 'other',
instruments: ['RA' , 'RA' , 'RA-2' ],
platform: 'ERS-1,ERS-2,Envisat',
110  Collection("TDPforOceanWaves")
id: 'TDPforOceanWaves',
title: 'Ocean Waves Thematic Data Product [ALT_TDP_WA]',
description: 'This is the Ocean Waves Thematic Data Product (TDP) V1 resulting from the _$$ESA FDR4ALT project$$ https://www.fdr4alt.org/ and containing Significant Wave Height estimates for the ERS-1, ERS-2 and Envisat missions. Compared to existing datasets, the Ocean Waves TDP demonstrates notable improvements in several aspects: Great improvements for Envisat due to noise reduction from Adaptive retracker and High-Frequency Adjustment (HFA) All variables are given at 5 Hz The FDR4ALT products are available in NetCDF format. Free standard tools for reading NetCDF data can be used. Information for expert altimetry users is also available in a dedicated NetCDF group within the products. Please consult the _$$FDR4ALT Product User Guide$$ https://earth.esa.int/eogateway/documents/d/earth-online/fdr4alt-products-user-guide before using the data. The FDR4ALT datasets represent the new reference data for the ERS/Envisat altimetry missions, superseding any previous mission data. Users are strongly encouraged to make use of these datasets for optimal results.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-03 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'earth-science->-oceans' , 'earth-science->-oceans->-ocean-waves' , 'envisat' , 'ers-1' , 'ers-2' , 'imaging-spectrometers/radiometers' , 'mwr' , 'ocean-waves' , 'oceans' , 'ra' , 'ra-2' , 'radar-altimeters' , 'sun-synchronous' , 'tdpforoceanwaves' ],
license: 'other',
instruments: ['RA' , 'RA' , 'RA-2' ],
platform: 'ERS-1,ERS-2,Envisat',
111  Collection("TDPforSeaice")
id: 'TDPforSeaice',
title: 'Sea Ice Thematic Data Product [ALT_TDP_SI]',
description: 'This is the Sea Ice Thematic Data Product (TDP) V1 resulting from the _$$ESA FDR4ALT project$$ https://www.fdr4alt.org/ and containing the sea ice related geophysical parameters, along with associated uncertainties: snow depth, radar and sea-ice freeboard, sea ice thickness and concentration. The collection covers data for the ERS-1, ERS-2 and Envisat missions, and bases on Level 1 data coming from previous reprocessing (ERS REAPER and the Envisat V3.0) but taking into account the improvements made at Level 0/Level 1 in the frame of FDR4ALT (_$$ALT FDR$$ https://earth.esa.int/eogateway/catalog/fdr-for-altimetry). The Sea Ice TDP provides data from the northern or southern hemisphere in two files corresponding to the Arctic and Antarctic regions respectively for the winter periods only, i.e., October to June for the Arctic, and May to November for the Antarctic. For many aspects, the Sea Ice TDP is very innovative: First time series of sea-ice thickness estimates for ERS Homogeneous calibration, allowing the first Arctic radar freeboard time series from ERS-1 (1991) to CryoSat-2 (2021) Uncertainties estimated along-track with a bottom-up approach based on dominant sources ERS pulse blurring error corrected using literature procedure [Peacock, 2004] The FDR4ALT products are available in NetCDF format. Free standard tools for reading NetCDF data can be used. Information for expert altimetry users is also available in a dedicated NetCDF group within the products. Please consult the _$$FDR4ALT Product User Guide$$ https://earth.esa.int/eogateway/documents/d/earth-online/fdr4alt-products-user-guide before using the data. The FDR4ALT datasets represent the new reference data for the ERS/Envisat altimetry missions, superseding any previous mission data. Users are strongly encouraged to make use of these datasets for optimal results.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[1991-08-03 00:00:00+00:00 , 2012-04-08 23:59:59.999000+00:00 ] ] } },
keywords: ['5---1150-km' , '800-km' , 'cryosphere' , 'earth-science->-cryosphere' , 'earth-science->-cryosphere->-sea-ice' , 'earth-science->-oceans' , 'earth-science->-oceans->-sea-ice' , 'envisat' , 'ers-1' , 'ers-2' , 'imaging-spectrometers/radiometers' , 'mwr' , 'oceans' , 'ra' , 'ra-2' , 'radar-altimeters' , 'sea-ice' , 'sun-synchronous' , 'tdpforseaice' ],
license: 'other',
instruments: ['RA-2' , 'RA' , 'RA' ],
platform: 'Envisat,ERS-1,ERS-2',
112  Collection("TerraSAR-X")
id: 'TerraSAR-X',
title: 'TerraSAR-X ESA archive',
description: 'The TerraSAR-X ESA archive collection consists of TerraSAR-X and TanDEM-X products requested by ESA supported projects over their areas of interest around the world. The dataset regularly grows as ESA collects new products over the years. TerraSAR-X/TanDEM-X Image Products can be acquired in 6 image modes with flexible resolutions (from 0.25m to 40m) and scene sizes. Thanks to different polarimetric combinations and processing levels the delivered imagery can be tailored specifically to meet the requirements of the application. The following list delineates the characteristics of the SAR imaging modes that are disseminated under ESA Third Party Missions (TPM). • StripMap (SM): Resolution 3 m, Scene size 30x50 km2 (up to 30x1650 km2) • SpotLight (SL): Resolution 2 m, Scene size 10x10 km2 • Staring SpotLight (ST): Resolution 0.25m, Scene size 4x3.7 km2 • High Resolution SpotLight (HS): Resolution 1 m, Scene size 10x5 km2 • ScanSAR (SC): Resolution 18 m, Scene size 100x150 km2 (up to 100x1650 km2) • Wide ScanSAR (WS): Resolution 40 m, Scene size 270x200 km2 (up to 270x1500 km2) The following list briefly delineates the available processing levels for the TerraSAR-X dataset: • SSC (Single Look Slant Range Complex) in DLR-defined COSAR binary format • MGD (Multi Look Ground Range Detected) in GeoTiff format • GEC (Geocoded Ellipsoid Corrected) in GeoTiff format • EEC (Enhanced Ellipsoid Corrected in GeoTiff format',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2007-07-01 00:00:00+00:00 , None ] ] } },
keywords: ['10-km-for-spotlight' , '100-km-for-scansar' , '30-km-for-stripmap' , '514-km' , 'coastal-processes' , 'earth-science->-agriculture->-soils' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface->-geomorphic-landforms/processes->-coastal-processes' , 'earth-science->-land-surface->-soils' , 'earth-science->-oceans' , 'earth-science->-oceans->-marine-environment-monitoring->-marine-obstructions' , 'high-resolution---hr-(5---20)-m' , 'imaging-radars' , 'l1' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'sar-hs-eec' , 'sar-hs-gec' , 'sar-hs-mgd' , 'sar-hs-ssc' , 'sar-sc-eec' , 'sar-sc-gec' , 'sar-sc-mgd' , 'sar-sc-ssc' , 'sar-sl-eec' , 'sar-sl-gec' , 'sar-sl-mgd' , 'sar-sl-ssc' , 'sar-sm-eec' , 'sar-sm-gec' , 'sar-sm-mgd' , 'sar-sm-ssc' , 'sar-st-eec' , 'sar-st-gec' , 'sar-st-mgd' , 'sar-st-ssc' , 'sar-ws-eec' , 'sar-ws-gec' , 'sar-ws-mgd' , 'sar-ws-ssc' , 'soils' , 'sun-synchronous' , 'terrasar-x' , 'tsx-1' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'x-band-(2.8---5.2)-cm' ],
license: 'other',
instruments: ['TSX-1' ],
platform: 'TerraSAR-X',
processing:level: 'L1',
113  Collection("TropForest")
id: 'TropForest',
title: 'TropForest- ALOS, GEOSAT-1 & KOMPSAT-2 optical coverages over tropical forests',
description: 'The objective of the ESA TropForest project was to create a harmonised geo-database of ready-to-use satellite imagery to support 2010 global forest assessment performed by the Joint Research Centre (JRC) of the European Commission and by the Food and Agriculture Organization (FAO). Assessments for year 2010 were essential for building realistic deforestation benchmark rates at global to regional levels. To reach this objective, the project aimed to create a harmonised ortho-rectified/pre-processed imagery geo-database based on satellite data acquisitions (ALOS AVNIR-2, GEOSAT-1 SLIM6, KOMPSAT-2 MSC) performed during year 2009 and 2010, for the Tropical Latin America (excluding Mexico) and for the Tropical South and Southeast Asia (excluding China), resulting in 1971 sites located at 1 deg x 1 deg geographical lat/long intersections. The project finally delivered 1866 sites (94.7% of target) due to cloud coverages too high for missing sites',
extent: { 'spatial': { 'bbox': [[-100 , -50 , 160 , 40 ] ] } , 'temporal': { 'interval': [[2009-01-27 00:00:00+00:00 , 2011-08-09 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'al1-av2-2f' , 'alos-1' , 'avnir-2' , 'cameras' , 'de1-625-km;-ko2-15-km;-al1-70-km' , 'de1-663-km;-ko2-685-km;-al1-692-km' , 'de1-sl6-2f' , 'earth-science->-agriculture' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-land-surface' , 'forestry' , 'geosat-1' , 'high-resolution---hr-(5---20)-m' , 'imaging-spectrometers/radiometers' , 'ko2-msc-2f' , 'kompsat-2' , 'land-surface' , 'msc' , 'nir-(0.75---1.30)-µm' , 'slim6' , 'sun-synchronous' , 'tropforest' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['AVNIR-2' , 'SLIM6' , 'MSC' ],
platform: 'ALOS-1,GEOSAT-1,KOMPSAT-2',
114  Collection("VT_GOCE_Data")
id: 'VT_GOCE_Data',
title: 'VT GOCE Data',
description: 'This collection contains the VT GOCE software and associated data set needed to run the software that is used for GOCE data visualisation.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-09-01 00:00:00+00:00 , 2012-07-31 23:59:59.999000+00:00 ] ] } },
keywords: ['250-km' , 'accelerometers' , 'drifting' , 'earth-science->-solid-earth' , 'earth-science->-solid-earth->-geodetics' , 'egg' , 'geodetics' , 'goce' , 'gps' , 'near-polar' , 'radar-altimeters' , 'solid-earth' , 'ssti' , 'str' , 'vt-goce-data' ],
license: 'other',
instruments: ['STR' ],
platform: 'GOCE',
115  Collection("WorldView-2.European.Cities")
id: 'WorldView-2.European.Cities',
title: 'WorldView-2 European Cities',
description: 'ESA, in collaboration with European Space Imaging, has collected this WorldView-2 dataset covering the most populated areas in Europe at 40 cm resolution. The products have been acquired between July 2010 and July 2015.',
extent: { 'spatial': { 'bbox': [[-19 , -26 , 35 , 66 ] ] } , 'temporal': { 'interval': [[2010-07-20 00:00:00+00:00 , 2015-07-19 23:59:59.999000+00:00 ] ] } },
keywords: ['16.4-km' , '770-km' , 'agriculture' , 'cameras' , 'earth-science->-agriculture' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-human-dimensions->-human-settlements' , 'earth-science->-land-surface' , 'forestry' , 'human-settlements' , 'land-surface' , 'nir-(0.75---1.30)-µm' , 'sun-synchronous' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' , 'worldview-2' , 'worldview-2.european.cities' , 'wv-110--2a' , 'wv110' ],
license: 'other',
instruments: ['WV110' ],
platform: 'WorldView-2',
116  Collection("WorldView.ESA.archive")
id: 'WorldView.ESA.archive',
title: 'WorldView ESA archive',
description: 'The WorldView ESA archive is composed of products acquired by WorldView-1, -2, -3 and -4 satellites and requested by ESA supported projects over their areas of interest around the world Panchromatic, 4-Bands, 8-Bands and SWIR products are part of the offer, with the resolution at Nadir depicted in the table. Band Combination Mission GSD Resolution at Nadir GSD Resolution (20° off nadir) Panchromatic WV-1 50 cm 55 cm WV-2 46 cm 52 cm WV-3 31 cm 34 cm WV-4 31 cm 34 cm 4-Bands WV-2 1.84 m 2.4 m WV-3 1.24 m 1.38 m WV-4 1.24 m 1.38 m 8-Bands WV-2 1.84 m 2.4 m WV-3 1.24 m 1.38 m SWIR WV-3 3.70 m 4.10 m The 4-Bands includes various options such as Multispectral (separate channel for Blue, Green, Red, NIR1), Pan-sharpened (Blue, Green, Red, NIR1), Bundle (separate bands for PAN, Blue, Green, Red, NIR1), Natural Colour (pan-sharpened Blue, Green, Red), Coloured Infrared (pan-sharpened Green, Red, NIR). The 8-Bands being an option from Multispectral (COASTAL, Blue, Green, Yellow, Red, Red EDGE, NIR1, NIR2) and Bundle (PAN, COASTAL, Blue, Green, Yellow, Red, Red EDGE, NIR1, NIR2). The processing levels are: Standard (2A): normalised for topographic relief View Ready Standard: ready for orthorectification (RPB files embedded) View Ready Stereo: collected in-track for stereo viewing and manipulation (not available for SWIR) Map Scale (Ortho) 1:12,000 Orthorectified: additional processing unnecessary Spatial coverage: Check the spatial coverage of the collection on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/WorldView/ available on the Third Party Missions Dissemination Service. The following table summarises the offered product types EO-SIP Product Type Band Combination Processing Level Missions WV6_PAN_2A Panchromatic (PAN) Standard/View Ready Standard WorldView-1 and 4 WV6_PAN_OR Panchromatic (PAN) View Ready Stereo WorldView-1 and 4 WV6_PAN_MP Panchromatic (PAN) Map Scale Ortho WorldView-1 and 4 WV1_PAN__2A Panchromatic (PAN) Standard/View Ready Standard WorldView-2 and 3 WV1_PAN__OR Panchromatic (PAN) View Ready Stereo WorldView-2 and 3 WV1_PAN__MP Panchromatic (PAN) Map Scale Ortho WorldView-2 and 3 WV1_4B__2A 4-Band (4B) Standard/View Ready Standard WorldView-2, 3 and 4 WV1_4B__OR 4-Band (4B) View Ready Stereo WorldView-2, 3 and 4 WV1_4B__MP 4-Band (4B) Map Scale Ortho WorldView-2, 3 and 4 WV1_8B_2A 8-Band (8B) Standard/View Ready Standard WorldView-2 and 3 WV1_8B_OR 8-Band (8B) View Ready Stereo WorldView-2 and 3 WV1_8B_MP 8-Band (8B) Map Scale Ortho WorldView-2 and 3 WV1_S8B__2A SWIR Standard/View Ready Standard WorldView-3 WV1_S8B__MP SWIR Map Scale Ortho WorldView-3 As per ESA policy, very high-resolution imagery of conflict areas cannot be provided.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2009-02-07 00:00:00+00:00 , 2025-12-03 23:59:59.999000+00:00 ] ] } },
keywords: ['agriculture' , 'cameras' , 'earth-science->-agriculture' , 'earth-science->-biosphere->-ecosystems->-terrestrial-ecosystems->-forests' , 'earth-science->-biosphere->-vegetation' , 'earth-science->-cryosphere->-snow/ice' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-oceans' , 'earth-science->-terrestrial-hydrosphere->-snow/ice' , 'forestry' , 'imaging-spectrometers/radiometers' , 'l2' , 'l3' , 'land-surface' , 'natural-hazards-and-disaster-risk' , 'nir-(0.75---1.30)-µm' , 'oceans' , 'snow-and-ice' , 'spaceview-110' , 'sun-synchronous' , 'swir-(1.3---3.0)-µm' , 'vegetation' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' , 'worldview-1' , 'worldview-2' , 'worldview-3' , 'worldview-4' , 'worldview-legion' , 'worldview.esa.archive' , 'wv-1:-17.6-km-wv-2:-16.4-km-wv-3:-13.1-km-wv-4:-13.1-km-wv-l:-10-km' , 'wv-1:-496-km-wv-2:-770-km-wv-3:-617-km-wv-4:-617-km-wv-l:-518-km' , 'wv1-4b--2a' , 'wv1-4b--mp' , 'wv1-4b--or' , 'wv1-8b--2a' , 'wv1-8b--mp' , 'wv1-8b--or' , 'wv1-pan-2a' , 'wv1-pan-mp' , 'wv1-pan-or' , 'wv110' , 'wv6-pan-2a' , 'wv6-pan-or' , 'wv60' ],
license: 'other',
instruments: ['WV60' , 'WV110' , 'WV110' , 'SpaceView-110' ],
platform: 'WorldView-1,WorldView-2,WorldView-3,WorldView-4,WorldView Legion',
processing:level: 'L2,L3',
117  Collection("alos-prism-l1c")
id: 'alos-prism-l1c',
title: 'ALOS PRISM L1C',
description: 'This collection provides access to the ALOS-1 PRISM (Panchromatic Remote-sensing Instrument for Stereo Mapping) OB1 L1C data acquired by ESA stations (Kiruna, Maspalomas, Matera, Tromsoe) in the _$$ADEN zone$$ https://earth.esa.int/eogateway/documents/20142/37627/Information-on-ALOS-AVNIR-2-PRISM-Products-for-ADEN-users.pdf , in addition to worldwide data requested by European scientists. The ADEN zone was the area belonging to the European Data node and covered both the European and African continents, a large part of Greenland and the Middle East. The full mission archive is included in this collection, though with gaps in spatial coverage outside of the; with respect to the L1B collection, only scenes acquired in sensor mode, with Cloud Coverage score lower than 70% and a sea percentage lower than 80% are published: • Time window: from 2006-08-01 to 2011-03-31 • Orbits: from 2768 to 27604 • Path (corresponds to JAXA track number): from 1 to 665 • Row (corresponds to JAXA scene centre frame number): from 310 to 6790. The L1C processing strongly improve accuracy compared to L1B1 from several tenths of meters in L1B1 (~40 m of northing geolocation error for Forward views and ~10-20 m for easting errors) to some meters in L1C scenes (< 10 m both in north and easting errors). The collection is composed by only PSM_OB1_1C EO-SIP product type, with PRISM sensor operating in OB1 mode and having the three views (Nadir, Forward and Backward) at 35km width. The most part of the products contains all the three views, but the Nadir view is always available and is used for the frame number identification. All views are packaged together; each view, in CEOS format, is stored in a directory named according to the JAXA view ID naming convention.',
extent: { 'spatial': { 'bbox': [[-180 , -90 , 180 , 90 ] ] } , 'temporal': { 'interval': [[2006-08-01 00:00:00+00:00 , 2011-03-31 23:59:59.999000+00:00 ] ] } },
keywords: ['35-km' , '691.65-km' , 'alos-1' , 'alos-prism-l1c' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-land-use/land-cover' , 'human-dimensions' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'land-use-and-land-cover' , 'mapping-and-cartography' , 'natural-hazards-and-disaster-risk' , 'prism' , 'psm-0b1-1c' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5)-m' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['PRISM' ],
platform: 'ALOS-1',
118  Collection("alos.prism.l1c.european.coverage.cloud.free")
id: 'alos.prism.l1c.european.coverage.cloud.free',
title: 'ALOS PRISM L1C European Coverage Cloud Free',
description: 'This collection is composed of a subset of ALOS-1 PRISM (Panchromatic Remote-sensing Instrument for Stereo Mapping) OB1 L1C products from the _$$ALOS PRISM L1C collection$$ https://earth.esa.int/eogateway/catalog/alos-prism-l1c (DOI: 10.57780/AL1-ff3877f) which have been chosen so as to provide a cloud-free coverage over Europe. 70% of the scenes contained within the collection have a cloud cover percentage of 0%, while the remaining 30% of the scenes have a cloud cover percentage of no more than 20%. The collection is composed of PSM_OB1_1C EO-SIP products, with the PRISM sensor operating in OB1 mode with three views (Nadir, Forward and Backward) at 35 km width.',
extent: { 'spatial': { 'bbox': [[-25 , 27 , 46 , 72 ] ] } , 'temporal': { 'interval': [[2007-03-26 00:00:00+00:00 , 2011-03-31 23:59:59.999000+00:00 ] ] } },
keywords: ['35-km' , '691.65-km' , 'alos-1' , 'alos.prism.l1c.european.coverage.cloud.free' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-land-use/land-cover' , 'human-dimensions' , 'imaging-spectrometers/radiometers' , 'land-surface' , 'land-use-and-land-cover' , 'mapping-and-cartography' , 'natural-hazards-and-disaster-risk' , 'prism' , 'psm-ob1-1c' , 'sun-synchronous' , 'very-high-resolution---vhr-(0---5m)' , 'vis-(0.40---0.75-âµm)' ],
license: 'other',
instruments: ['PRISM' ],
platform: 'ALOS-1',
119  Collection("kompsat.1.coverage.of.50.european.cities")
id: 'kompsat.1.coverage.of.50.european.cities',
title: 'KOMPSAT-1 Coverage of 50 European Cities',
description: 'Available as a single coverage collection of data over 50 European Cities acquired by KOMPSAT-1’s Electro-Optical Camera (EOC) geolocated and orthorectified. The dataset is composed by PAN imagery at 6.6 m GSD, in GeoTIFF orthorectified format.',
extent: { 'spatial': { 'bbox': [[-19 , -26 , 35 , 66 ] ] } , 'temporal': { 'interval': [[2000-03-06 00:00:00+00:00 , 2004-08-06 23:59:59.999000+00:00 ] ] } },
keywords: ['17-km' , '685-km' , 'cameras' , 'earth-science->-human-dimensions' , 'earth-science->-human-dimensions->-economic-resources' , 'earth-science->-human-dimensions->-natural-hazards' , 'earth-science->-land-surface' , 'earth-science->-land-surface->-land-use/land-cover' , 'earth-science->-oceans' , 'energy-and-natural-resources' , 'eoc' , 'eoc-pan-1p' , 'high-resolution---hr-(5---20)-m' , 'human-dimensions' , 'kompsat-1' , 'kompsat.1.coverage.of.50.european.cities' , 'land-surface' , 'land-use-and-land-cover' , 'natural-hazards-and-disaster-risk' , 'oceans' , 'sun-synchronous' , 'vis-(0.40---0.75)-µm' ],
license: 'other',
instruments: ['EOC' ],
platform: 'KOMPSAT-1',

Search and try to download Skysat ESA archive data (SkySatESAarchive collection).

Using our account, additional consent was not applied for this collection, which will result, whren trying to download, to an AuthenticationError with a link to apply for the required consent.

[3]:
results_skysat = dag.search(collection="SkySatESAarchive", limit=5)
results_skysat
[3]:
SearchResult (5)
0  EOProduct(id=SSC_OPER_SSC_DEF_SC_20211015T095613_N47-862_E008-639_01, provider=eocat)
EOProduct
provider: 'eocat',
collection: 'SkySatESAarchive',
properties["id"]: 'SSC_OPER_SSC_DEF_SC_20211015T095613_N47-862_E008-639_01',
properties["start_datetime"]: '2021-10-15T09:56:13Z',
properties["end_datetime"]: '2021-10-15T09:56:13Z',
properties: (22){
constellation: 'SkySat',
datetime: '2021-10-15T09:56:13Z',
end_datetime: '2021-10-15T09:56:13Z',
id: 'SSC_OPER_SSC_DEF_SC_20211015T095613_N47-862_E008-639_01',
instruments: ['SkySat Camera' ],
platform: 'SkySat',
published: '2021-10-15T09:56:13Z',
start_datetime: '2021-10-15T09:56:13Z',
title: 'SSC_OPER_SSC_DEF_SC_20211015T095613_N47-862_E008-639_01',
updated: '2024-05-27T11:22:48Z',
eo:cloud_cover: 0,
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product:type: 'SSC_DEF_SC',
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time:published: '2021-10-15T09:56:13Z',
view:sun_azimuth: 158.2,
view:sun_elevation: 31.1,
}
assets: (3)
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href: 'https://tpm-ds.eo.esa.int/oads/data/SkySat/SSC_OPER_SSC_DEF_SC_20211015T095613_N47-862_E008-639_01_v0100.SIP.ZIP',
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type: 'image/png',
title: 'v0100.SIP.ZIP_BID.PNG',
}
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}
geometry
thumbnail
1  EOProduct(id=SSC_OPER_SSC_DEF_SC_20211009T085605_N47-917_E008-831_01, provider=eocat)
EOProduct
provider: 'eocat',
collection: 'SkySatESAarchive',
properties["id"]: 'SSC_OPER_SSC_DEF_SC_20211009T085605_N47-917_E008-831_01',
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properties: (22){
constellation: 'SkySat',
datetime: '2021-10-09T08:56:05Z',
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instruments: ['SkySat Camera' ],
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start_datetime: '2021-10-09T08:56:05Z',
title: 'SSC_OPER_SSC_DEF_SC_20211009T085605_N47-917_E008-831_01',
updated: '2024-05-27T11:22:48Z',
eo:cloud_cover: 0.02,
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view:sun_azimuth: 141.1,
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assets: (3)
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type: 'application/zip',
title: 'v0100.SIP.ZIP',
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roles: ['auxiliary' ],
href: 'http://tpm-ds.eo.esa.int/oads/meta/SkySat/browse/SSC_OPER_SSC_DEF_SC_20211009T085605_N47-917_E008-831_01_v0100.SIP.ZIP_BID.PNG',
type: 'image/png',
title: 'v0100.SIP.ZIP_BID.PNG',
}
'v0100.SIP.ZIP_TIMG.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 'v0100.SIP.ZIP_TIMG.jpg',  ... } {
roles: ['auxiliary' ],
href: 'http://tpm-ds.eo.esa.int/oads/meta/SkySat/thumbnail/SSC_OPER_SSC_DEF_SC_20211009T085605_N47-917_E008-831_01_v0100.SIP.ZIP_TIMG.jpg',
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geometry
thumbnail
2  EOProduct(id=SSC_OPER_SSC_DEF_SC_20211010T083029_N47-904_E008-794_01, provider=eocat)
EOProduct
provider: 'eocat',
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properties: (22){
constellation: 'SkySat',
datetime: '2021-10-10T08:30:29Z',
end_datetime: '2021-10-10T08:30:29Z',
id: 'SSC_OPER_SSC_DEF_SC_20211010T083029_N47-904_E008-794_01',
instruments: ['SkySat Camera' ],
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start_datetime: '2021-10-10T08:30:29Z',
title: 'SSC_OPER_SSC_DEF_SC_20211010T083029_N47-904_E008-794_01',
updated: '2024-05-27T11:22:48Z',
eo:cloud_cover: 0,
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time:published: '2021-10-10T08:30:29Z',
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assets: (3)
'v0100.SIP.ZIP':  { 'roles': '['data']',  'type': 'application/zip',  'title': 'v0100.SIP.ZIP',  ... } {
roles: ['data' ],
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href: 'http://tpm-ds.eo.esa.int/oads/meta/SkySat/browse/SSC_OPER_SSC_DEF_SC_20211010T083029_N47-904_E008-794_01_v0100.SIP.ZIP_BID.PNG',
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title: 'v0100.SIP.ZIP_BID.PNG',
}
'v0100.SIP.ZIP_TIMG.jpg':  { 'roles': '['auxiliary']',  'type': 'image/jpeg',  'title': 'v0100.SIP.ZIP_TIMG.jpg',  ... } {
roles: ['auxiliary' ],
href: 'http://tpm-ds.eo.esa.int/oads/meta/SkySat/thumbnail/SSC_OPER_SSC_DEF_SC_20211010T083029_N47-904_E008-794_01_v0100.SIP.ZIP_TIMG.jpg',
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geometry
thumbnail
3  EOProduct(id=SSC_OPER_SSC_DEF_SC_20211016T100919_N47-970_E008-647_01, provider=eocat)
EOProduct
provider: 'eocat',
collection: 'SkySatESAarchive',
properties["id"]: 'SSC_OPER_SSC_DEF_SC_20211016T100919_N47-970_E008-647_01',
properties["start_datetime"]: '2021-10-16T10:09:19Z',
properties["end_datetime"]: '2021-10-16T10:09:19Z',
properties: (22){
constellation: 'SkySat',
datetime: '2021-10-16T10:09:19Z',
end_datetime: '2021-10-16T10:09:19Z',
id: 'SSC_OPER_SSC_DEF_SC_20211016T100919_N47-970_E008-647_01',
instruments: ['SkySat Camera' ],
platform: 'SkySat',
published: '2021-10-16T10:09:19Z',
start_datetime: '2021-10-16T10:09:19Z',
title: 'SSC_OPER_SSC_DEF_SC_20211016T100919_N47-970_E008-647_01',
updated: '2024-05-27T11:22:48Z',
eo:cloud_cover: 0.05,
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eodag:quicklook: 'http://tpm-ds.eo.esa.int/oads/meta/SkySat/browse/SSC_OPER_SSC_DEF_SC_20211016T100919_N47-970_E008-647_01_v0100.SIP.ZIP_BID.PNG',
eodag:thumbnail: 'http://tpm-ds.eo.esa.int/oads/meta/SkySat/thumbnail/SSC_OPER_SSC_DEF_SC_20211016T100919_N47-970_E008-647_01_v0100.SIP.ZIP_TIMG.jpg',
order:status: 'succeeded',
product:acquisition_type: 'nominal',
product:type: 'SSC_DEF_SC',
proj:code: 'EPSG:4326',
sar:instrument_mode: 'CAMERA',
time:published: '2021-10-16T10:09:19Z',
view:sun_azimuth: 162.1,
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}
assets: (3)
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roles: ['data' ],
href: 'https://tpm-ds.eo.esa.int/oads/data/SkySat/SSC_OPER_SSC_DEF_SC_20211016T100919_N47-970_E008-647_01_v0100.SIP.ZIP',
type: 'application/zip',
title: 'v0100.SIP.ZIP',
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title: 'v0100.SIP.ZIP_BID.PNG',
}
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thumbnail
4  EOProduct(id=SSC_OPER_SSC_DEF_SC_20211009T085605_N47-898_E008-833_01, provider=eocat)
EOProduct
provider: 'eocat',
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properties["start_datetime"]: '2021-10-09T08:56:05Z',
properties["end_datetime"]: '2021-10-09T08:56:05Z',
properties: (22){
constellation: 'SkySat',
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end_datetime: '2021-10-09T08:56:05Z',
id: 'SSC_OPER_SSC_DEF_SC_20211009T085605_N47-898_E008-833_01',
instruments: ['SkySat Camera' ],
platform: 'SkySat',
published: '2021-10-09T08:56:05Z',
start_datetime: '2021-10-09T08:56:05Z',
title: 'SSC_OPER_SSC_DEF_SC_20211009T085605_N47-898_E008-833_01',
updated: '2024-05-27T11:22:48Z',
eo:cloud_cover: 0,
eodag:download_link: 'https://tpm-ds.eo.esa.int/oads/data/SkySat/SSC_OPER_SSC_DEF_SC_20211009T085605_N47-898_E008-833_01_v0100.SIP.ZIP',
eodag:quicklook: 'http://tpm-ds.eo.esa.int/oads/meta/SkySat/browse/SSC_OPER_SSC_DEF_SC_20211009T085605_N47-898_E008-833_01_v0100.SIP.ZIP_BID.PNG',
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order:status: 'succeeded',
product:acquisition_type: 'nominal',
product:type: 'SSC_DEF_SC',
proj:code: 'EPSG:4326',
sar:instrument_mode: 'CAMERA',
time:published: '2021-10-09T08:56:05Z',
view:sun_azimuth: 141.1,
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}
assets: (3)
'v0100.SIP.ZIP':  { 'roles': '['data']',  'type': 'application/zip',  'title': 'v0100.SIP.ZIP',  ... } {
roles: ['data' ],
href: 'https://tpm-ds.eo.esa.int/oads/data/SkySat/SSC_OPER_SSC_DEF_SC_20211009T085605_N47-898_E008-833_01_v0100.SIP.ZIP',
type: 'application/zip',
title: 'v0100.SIP.ZIP',
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type: 'image/png',
title: 'v0100.SIP.ZIP_BID.PNG',
}
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type: 'image/jpeg',
title: 'v0100.SIP.ZIP_TIMG.jpg',
}
geometry
thumbnail
[4]:
results_skysat[0].download()
AuthenticationError: Data access request required: please log in to the EOIAM portal and request access to the data through this link https://tpm-ds.eo.esa.int/oads/data/SkySat/SSC_OPER_SSC_DEF_SC_20211015T095613_N47-862_E008-639_01_v0100.SIP.ZIP

As expected, authentication failed. Click on the link provided in the error message and follow instructions to apply consent for this collection.

Now search and download SMOS-CryoSat L4 Sea Ice Thickness (L4_SIT_Open collection) data, which is a collection for which access has already been granted on our account.

[5]:
results = dag.search(
    collection="L4_SIT_Open",
    start="2011-01-01", end="2011-05-31",
    limit=5
)
results
[5]:
SearchResult (5)
0  EOProduct(id=W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20101226_20110101_r_v206_01_l4sit.nc, provider=eocat)
EOProduct
provider: 'eocat',
collection: 'L4_SIT_Open',
properties["id"]: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20101226_20110101_r_v206_01_l4sit.nc',
properties["start_datetime"]: '2010-12-26T00:00:00.000Z',
properties["end_datetime"]: '2011-01-01T23:59:59.999Z',
properties: (18){
constellation: 'SMOS-1',
datetime: '2010-12-26T00:00:00.000Z',
end_datetime: '2011-01-01T23:59:59.999Z',
id: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20101226_20110101_r_v206_01_l4sit.nc',
platform: 'SMOS-1',
published: '2010-12-26T00:00:00.000Z',
start_datetime: '2010-12-26T00:00:00.000Z',
title: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20101226_20110101_r_v206_01_l4sit',
updated: '2024-07-29T08:17:44Z',
eocat:version: 206,
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order:status: 'succeeded',
product:acquisition_type: 'nominal',
product:type: 'MIR_SIT_M4',
proj:code: 'EPSG:4326',
time:published: '2010-12-26T00:00:00.000Z',
}
assets: (3)
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roles: ['auxiliary' ],
href: 'https://smos-diss.eo.esa.int/oads/meta/L4_SIT_Open/browse/W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20101226_20110101_r_v206_01_l4sit.nc_BID.PNG',
type: 'image/png',
title: 'BID.PNG',
}
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roles: ['auxiliary' ],
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title: 'TIMG.jpg',
}
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type: 'application/x-netcdf',
title: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20101226_20110101_r_v206_01_l4sit.nc',
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collection: 'L4_SIT_Open',
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properties["start_datetime"]: '2011-01-13T00:00:00.000Z',
properties["end_datetime"]: '2011-01-19T23:59:59.999Z',
properties: (18){
constellation: 'SMOS-1',
datetime: '2011-01-13T00:00:00.000Z',
end_datetime: '2011-01-19T23:59:59.999Z',
id: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110113_20110119_r_v206_01_l4sit.nc',
platform: 'SMOS-1',
published: '2011-01-13T00:00:00.000Z',
start_datetime: '2011-01-13T00:00:00.000Z',
title: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110113_20110119_r_v206_01_l4sit',
updated: '2024-07-29T08:17:44Z',
eocat:version: 206,
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title: 'BID.PNG',
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constellation: 'SMOS-1',
datetime: '2011-01-03T00:00:00.000Z',
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id: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110103_20110109_r_v206_01_l4sit.nc',
platform: 'SMOS-1',
published: '2011-01-03T00:00:00.000Z',
start_datetime: '2011-01-03T00:00:00.000Z',
title: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110103_20110109_r_v206_01_l4sit',
updated: '2024-07-29T08:17:44Z',
eocat:version: 206,
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order:status: 'succeeded',
product:acquisition_type: 'nominal',
product:type: 'MIR_SIT_M4',
proj:code: 'EPSG:4326',
time:published: '2011-01-03T00:00:00.000Z',
}
assets: (3)
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roles: ['auxiliary' ],
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type: 'image/png',
title: 'BID.PNG',
}
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roles: ['auxiliary' ],
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title: 'TIMG.jpg',
}
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roles: ['data' ],
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EOProduct
provider: 'eocat',
collection: 'L4_SIT_Open',
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properties["start_datetime"]: '2011-01-21T00:00:00.000Z',
properties["end_datetime"]: '2011-01-27T23:59:59.999Z',
properties: (18){
constellation: 'SMOS-1',
datetime: '2011-01-21T00:00:00.000Z',
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id: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110121_20110127_r_v206_01_l4sit.nc',
platform: 'SMOS-1',
published: '2011-01-21T00:00:00.000Z',
start_datetime: '2011-01-21T00:00:00.000Z',
title: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110121_20110127_r_v206_01_l4sit',
updated: '2024-07-29T08:17:44Z',
eocat:version: 206,
eodag:download_link: 'https://smos-diss.eo.esa.int/oads/data/L4_SIT_Open/W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110121_20110127_r_v206_01_l4sit.nc',
eodag:quicklook: 'https://smos-diss.eo.esa.int/oads/meta/L4_SIT_Open/browse/W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110121_20110127_r_v206_01_l4sit.nc_BID.PNG',
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order:status: 'succeeded',
product:acquisition_type: 'nominal',
product:type: 'MIR_SIT_M4',
proj:code: 'EPSG:4326',
time:published: '2011-01-21T00:00:00.000Z',
}
assets: (3)
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roles: ['auxiliary' ],
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type: 'image/png',
title: 'BID.PNG',
}
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roles: ['auxiliary' ],
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}
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EOProduct
provider: 'eocat',
collection: 'L4_SIT_Open',
properties["id"]: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110107_20110113_r_v206_01_l4sit.nc',
properties["start_datetime"]: '2011-01-07T00:00:00.000Z',
properties["end_datetime"]: '2011-01-13T23:59:59.999Z',
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constellation: 'SMOS-1',
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id: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110107_20110113_r_v206_01_l4sit.nc',
platform: 'SMOS-1',
published: '2011-01-07T00:00:00.000Z',
start_datetime: '2011-01-07T00:00:00.000Z',
title: 'W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110107_20110113_r_v206_01_l4sit',
updated: '2024-07-29T08:17:44Z',
eocat:version: 206,
eodag:download_link: 'https://smos-diss.eo.esa.int/oads/data/L4_SIT_Open/W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20110107_20110113_r_v206_01_l4sit.nc',
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}
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roles: ['auxiliary' ],
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type: 'image/png',
title: 'BID.PNG',
}
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roles: ['auxiliary' ],
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title: 'TIMG.jpg',
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roles: ['data' ],
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type: 'application/x-netcdf',
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[6]:
path = results[0].download()
path
[6]:
'/tmp/W_XX-ESA_SMOS_CS2_NH_25KM_EASE2_20101226_20110101_r_v206_01_l4sit'

Read data as Xarray using eodag-cube to_xarray():

[7]:
xd = results[0].to_xarray()
ds = next(iter(xd.values()))
ds
[7]:
<xarray.Dataset> Size: 19MB
Dimensions:                                (time: 1, nv: 2, yc: 432, xc: 432)
Coordinates:
  * time                                   (time) datetime64[ns] 8B 2010-12-2...
  * yc                                     (yc) float32 2kB 5.388e+03 ... -5....
  * xc                                     (xc) float32 2kB -5.388e+03 ... 5....
    lon                                    (yc, xc) float32 746kB ...
    lat                                    (yc, xc) float32 746kB ...
Dimensions without coordinates: nv
Data variables: (12/14)
    Lambert_Azimuthal_Grid                 int32 4B ...
    time_bnds                              (time, nv) datetime64[ns] 16B ...
    analysis_sea_ice_thickness             (time, yc, xc) float64 1MB ...
    background_sea_ice_thickness           (time, yc, xc) float64 1MB ...
    weighted_mean_sea_ice_thickness        (time, yc, xc) float64 1MB ...
    innovation                             (time, yc, xc) float64 1MB ...
    ...                                     ...
    correlation_length_scale               (time, yc, xc) float64 1MB ...
    analysis_sea_ice_thickness_unc         (time, yc, xc) float64 1MB ...
    smos_sea_ice_thickness                 (time, yc, xc) float64 1MB ...
    smos_sea_ice_thickness_uncertainty     (time, yc, xc) float64 1MB ...
    cryosat_sea_ice_thickness              (time, yc, xc) float64 1MB ...
    cryosat_sea_ice_thickness_uncertainty  (time, yc, xc) float64 1MB ...
Attributes: (12/48)
    title:                     W_XX-ESA,SMOS_CS2,NH_25KM_EASE2_20101226_20110...
    description:               Weekly Arctic sea-ice thickness derived from C...
    summary:                   Weekly Arctic sea-ice thickness derived from C...
    keywords:                  Cryosphere > Sea Ice > Sea Ice Thickness
    product_version:           206
    processing_mode:           r
    ...                        ...
    eodag:thumbnail:           https://smos-diss.eo.esa.int/oads/meta/L4_SIT_...
    order:status:              succeeded
    product:acquisition_type:  nominal
    product:type:              MIR_SIT_M4
    proj:code:                 EPSG:4326
    time:published:            2010-12-26T00:00:00.000Z

And plot the data using cartopy:

[8]:
import cartopy.crs as ccrs
import matplotlib.pyplot as plt

ax = plt.axes(projection=ccrs.NorthPolarStereo())
ds.smos_sea_ice_thickness.isel(time=0).plot.pcolormesh(
    ax=ax,
    x="lon", y="lat",
    transform=ccrs.PlateCarree(),
)
ax.coastlines()
ax.set_extent([-180, 180, 50, 90], crs=ccrs.PlateCarree())
ax.gridlines(draw_labels=True, x_inline=False, y_inline=True)
[8]:
<cartopy.mpl.gridliner.Gridliner at 0x78eb5f99a510>
../../_images/notebooks_tutos_tuto_eocat_14_1.png