DOI/USGS
Landsat Collection 2 Level-2 Science Products consisting of atmospherically corrected surface reflectance and surface temperature image data. Collection 2 Level-2 Science Products are available from August 22, 1982 to present. This dataset represents the Brazilian archive of Level-2 data from Landsat Collection 2 acquired by the Thematic Mapper (https://landsat.gsfc.nasa.gov/thematic-mapper/) onboard Landsat 4 and 5, the Enhanced Thematic Mapper onboard Landsat 7, and Operatational Land Imager and Thermal Infrared Sensor onboard Landsat 8 and 9. Images are stored in cloud-optimized GeoTIFF (https://www.cogeo.org/) format.
Landsat Collection 2 - Level-2
EARTH SCIENCE>LAND SURFACE>SURFACE RADIATIVE PROPERTIES>REFLECTANCE
OLI
TIRS
ETM+
TM
Landsat
ETM
landsat
oli
tirs
surface reflectance
cloud optimized geotiff
cog
earth observation
brazil
tm
etm

Landsat 6M São Paulo State Mosaic
Earth Observation Data Cube generated from Landsat Level-2 product over Sao Paulo State extension. This dataset is provided in Cloud Optimized GeoTIFF (COG) file format. The dataset is processed with 30 meters of spatial resolution, reprojected and cropped to BDC_MD grid Version 2 (BDC_MD V2), considering a temporal compositing function of 6 months using the Least Cloud Cover First (LCF) best pixel approach.
EARTH SCIENCE>LAND SURFACE>SURFACE RADIATIVE PROPERTIES>REFLECTANCE
EARTH SCIENCE>LAND SURFACE>LAND USE/LAND COVER>LAND USE/LAND COVER CLASSIFICATION>VEGETATION INDEX
ETM+
TM
OLI
TIRS
Landsat
ETM
data cube
landsat
surface reflectance
vegetation index
cloud optimized geotiff
cog
earth observation
brazil
tm
etm
oli
tirs

Landsat 6M Mosaic
Landsat-8/OLI image mosaic of Brazil with 30m of spatial resolution. The mosaic was prepared in support of TerraClass project. The false color composition is based on the OLI bands 6, 5 and 4 assigned to RGB channels. The temporal composition encompasses 06-months of images, starting in July 2017 and ending in June 2018, with a best pixel approach called MEDSTK, which uses the middle of the temporal composition interval to select pixels from the closest dates. More information on MEDSTK can be found at Brazil Data Cube web site This Image Mosaic used more than 8000 Landsat/OLI scenes and was generated based on an existing Landsat Image collection.
EARTH SCIENCE>SPECTRAL/ENGINEERING>VISIBLE WAVELENGTHS
EARTH SCIENCE>SPECTRAL/ENGINEERING>ULTRAVIOLET WAVELENGTHS
OLI
Landsat
mosaic
landsat
oli
visible wavelengths
ultraviolet wavelengths
cloud optimized geotiff
cog
earth observation
brazil

BR/INPE
This is a land cover classification map of Brazilian Caatinga, from January to December of 2017. This classification was made on top of Landsat-8 16 days data cubes with spatial resolution of 30 meters, using the best pixel composition function named as Least Cloud Cover First (LCF), which was previously named Stack in BDC older versions. The input datacube was Landsat-8 - OLI - Cube Stack 16 days - v001, which was deprecated. The classification model was trained using 9324 sample points of the classes Agriculture 172, Country formation 577, Forest (Formação florestal) 222, Savanna 4819, Pasture 3538. The spectral band used were B1, B2, B3, B4, B5, B6, B7, along with the vegetation indices EVI and NDVI; the clouded observation were identified using the Fmask algorithm and estimated using linear interpolation. The classification algorithm was Random Forest. The post-processing consisted on cropping the images to the biome's boundary. This product was funded by the Brazilian Development Bank (BNDES).
LCC - Caatinga - LC8 30m 16D STK
EARTH SCIENCE SERVICES>MODELS>MACHINE LEARNING MODELS>CLASSIFICATION
EARTH SCIENCE SERVICES>MODELS>MACHINE LEARNING MODELS>ENSEMBLE MODELS>RANDOM FOREST
EARTH SCIENCE>HUMAN DIMENSIONS>ENVIRONMENTAL GOVERNANCE/MANAGEMENT>LAND MANAGEMENT>LAND USE/LAND COVER CLASSIFICATION
EARTH SCIENCE>LAND SURFACE>LAND USE/LAND COVER>LAND USE CLASSES
classification
thematic
machine learning
random forest
land use/land cover classification
land use classes

Italy
This data set is conformant with the INSPIRE Implementing Rules for the interoperability of spatial data sets and services
Largo Galileo Galilei 1
ESA/ESRIN
Climatology Meteorology Atmosphere
Landsat 8-9 OLI/TIRS worldwide data products
No info available.
EARTH SCIENCE>AGRICULTURE
EARTH SCIENCE>BIOSPHERE
EARTH SCIENCE>BIOSPHERE>ECOSYSTEMS>TERRESTRIAL ECOSYSTEMS>FORESTS
EARTH SCIENCE>LAND SURFACE
EARTH SCIENCE>LAND SURFACE>LAND USE/LAND COVER
EARTH SCIENCE>LAND SURFACE>SURFACE RADIATIVE PROPERTIES
EARTH SCIENCE>BIOSPHERE>VEGETATION
TIRS
Orthoimagery
Agriculture
Biosphere
Forestry
Land Surface
Land Use and Land Cover
Surface Radiative Properties
Vegetation
Sun-synchronous
Medium Resolution - MR (20 - 500 m)
Imaging Spectrometers/Radiometers
External Data
Restrained data
Access to this data collection is managed and provided by an external party

Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services
See the referenced specification
Boeretang 200
Belgium
Flemish Institute of Technological Research (VITO) - Belgium
Imagery Base Maps Earth Cover
The WorldCereal active irrigation products provide binary maps for all growing seasons as defined by the WorldCereal global crop calendars, showing where active irrigation has been detected. Seasonally actively irrigated cropland is defined by the WorldCereal system as a piece of land that is extensively irrigated during a specific growing season where, without irrigation applied at regular intervals, crop growth would be significantly reduced or impossible. Incidental irrigation, such as irrigation that has been applied only during the sowing period of a crop, is not translated to actively irrigated cropland. The WorldCereal active irrigation products were generated within the respective annual temporary crops mask.
ESA WorldCereal products for active irrigation per agro-ecological zone - V1
ESA WorldCereals products are available on a free basis for the general public under the terms and conditions of the Licence found at https://creativecommons.org/licenses/by/4.0/. The products contain modified Copernicus Sentinel data see
WorldCereal uses open and free data form the Copernicus Sentinel as well as the USGS's Landsat satellites, as well as meteorological data and a digital elevation model, which helps to reflect variations in growing seasons at different altitudes.See also https://dataspace.copernicus.eu/ and https://www.usgs.gov/landsat-missions/data. For more info please contact VITO.
EARTH SCIENCE>LAND SURFACE>LAND USE/LAND COVER
EARTH SCIENCE>SPECTRAL/ENGINEERING>VISIBLE WAVELENGTHS
EARTH SCIENCE>AGRICULTURE>AGRICULTURAL PLANT SCIENCE>IRRIGATION
EARTH SCIENCE>AGRICULTURE
Sentinel-2 MSI
MSI
"ESA WorldCereals products are available on a free basis for the general public under the terms and conditions of the Licence found at https://creativecommons.org/licenses/by/4.0/. The products contain modified Copernicus Sentinel data see
Land Cover
Irrigation
Space
Remote Sensing
ESA WorldCereal
Environment
WorldCerealMap
Agriculture
VITO

COMMISSION REGULATION (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services
non testé
Reflectance Landsat images (Level 2A) processed by the Theia Land Data Center (http://www.theia-land.fr) for the CNES French Space Agency (http://www.cnes.fr). The processing center developed by CNES uses the MACCS prototype L2A chain developed and designed by CESBIO. LANDSAT 8 L1T Input data come from USGS (http://earthexplorer.usgs.gov) that we would like to thank for releasing freely the LANDSAT 8 datasets.
Landsat Level2A images (Theia)
LANDSAT 5 7 8 - ETM, TM, OLI, TIRS
Geology
Land cover
EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC RADIATION > REFLECTANCE
TM
ETM
FedEO
THEIA
muscate
reflectance
CNES
18 avenue Edouard Belin
France
FR/CNES

COMMISSION REGULATION (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services
not tested
CloudFerro
Geoscientific Information
Landsat-8 products stored in the catalog provided by the Earth Observation Innovative Platform Testbed Poland. Landsat 8 level 1 products combine data from the 2 Landsat instruments; OLI and TIRS. The level 1 products generated can be either L1T or L1gT. Level 1T data products consist of radiometrically corrected image data derived from L0 data scaled to at-aperture spectral radiance or reflectance that are resampled for registration to a cartographic projection (referenced to the WGS84, G873 or current version). The L1T product is orthorectified, and corrected for terrain relief. The geometric corrections use observatory ephemeris data and ground control points; DEM data is used to correct for terrain relief. Geometrically corrected products L1gT data products consist of L0 product data with systematic radiometric, geometric and terrain corrections applied and resampled for registration to a cartographic projection, referenced to the WGS84, G873, or current version. L1gT data products assume the use of on-board positional information or definitive ephemeris, as well as the use of controlled elevation data to correct for parallax errors. In case of insufficient GCP, caused by extensive snow/cloud cover, which makes the orthorectification impossible, products of this level are produced instead of L1T.
Landsat-8 Collection (EO IPT.PL)
Landsat 8 level 1 products combine data from the 2 Landsat instruments; OLI and TIRS. The level 1 products generated can be either L1T or L1gT.
soil
landscape
vegetation
Science Keywords > Earth Science > Spectral/Engineering > Visible Wavelengths > Visible Imagery
Science Keywords > Earth Science > Spectral/Engineering > Infrared Wavelengths > Thermal Infrared
The conditions of data distribution depend on the Category of use the data products fall into. Category 1 use: Comprises data which are used for research and applications, including research on long term issues of Earth System science, research and development in preparation for future operational use and ESA internal use. ESA provides Category 1 use data either at reproduction costs or free of charge. Category 2 use: Comprises all other data which do not fall into Category 1 use, including operational and commercial data. Category 2 use data are provided by Distributing Entities appointed by ESA.
EO IPT
Poland
FedEO
OGC Testbed-14
Nowogrodzka 31

Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services
Rutherford Appleton Laboratory, Harwell
United Kingdom
CEDA
Dara are ESRI vector shape-file format and include metadata information on the sensor and processing steps in the corresponding attribute table
The data set provides calving front locations of 28 major outlet glaciers of the Greenland Ice Sheet, produced as part of the ESA Greenland Ice Sheet Climate Change Initiative (CCI) project. The Calving Front Location (CFL) of outlet glaciers from ice sheets is a basic parameter for ice dynamic modelling, for computing the mass fluxes at the calving gate, and for mapping glacier area change. The calving front location has been derived by manual delineation using SAR (Synthetic Aperture Radar) data from the ERS-1/2, Envisat and Sentinel-1 satellites and satellite imagery from LANDSAT 5,7,8. The digitized calving fronts are stored in ESRI vector shape-file format and include metadata information on the sensor and processing steps in the corresponding attribute table.The product was generated by ENVEO (Environmental Earth Observation Information Technology GmbH)
ESA Greenland Ice Sheet Climate Change Initiative (Greenland_Ice_Sheet_cci): Greenland Calving Front Locations, v3.0
Under the following licence appropriate use of these data may fall under any use. This message is intended as guidance, always read the full licence. When using these data you must cite them correctly using the citation given on the CEDA Data Catalogue record.
Data were produced by ENVEO (Environmental Earth Observation Information Technology GmbH) as part of the ESA CCI Greenland Ice Sheet project and were supplied to CEDA in the context of the ESA CCI Open Data Portal Project.
EARTH SCIENCE>CRYOSPHERE>GLACIERS/ICE SHEETS>ICE SHEETS
EARTH SCIENCE>AGRICULTURE>SOILS
ETM+
C-SAR
AMI
ice sheets
AMI-SAR
SAR-C (Sentinel-1)
AMI/SAR
Public data: access to these data is available to both registered and non-registered users.
Greenland
Ice sheet
CCI
ESA
orthoimagery
ESA/CCI

DOI/USGS
Geoscientific Information
CLIMATE APPLICATIONS: Climate change, surface hydrologic modeling, biogeochemical cycling, water supply and availability
EARTH SCIENCE>BIOSPHERE>ECOSYSTEMS>FRESHWATER ECOSYSTEMS>LAKE/POND>MONTANE LAKE
Lakes
ECV