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Unless specifically stated in the applicable collection's documentation, collections available through the Sentinel Hub Public Collections are not provided and maintained by Sentinel Hub. Collections are provided and maintained by a variety of third parties under a variety of licenses. Please check collection licenses and related documentation to determine if a collection may be used for your application.

Sentinel-2 L2A 120m Mosaic

agriculturemachine learningmulti spectral imageryopen datasatellite imagery

sentinel-s2-l2a-mosaic-120

Sentinel-2 L2A 120m mosaic is a derived product, which contains best pixel values for 10-daily periods, modelled by removing the cloudy pixels and then performing interpolation among remaining values. As clouds can be missed and as there are some parts of the world which have lengthy cloudy periods, clouds might be remaining in some parts. The actual modelling script is available here.

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Usage examples

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CORINE Land Cover

CLMScorinederived dataland covermachine learningopen data

corine-land-cover

The CORINE Land Cover (CLC) inventory consists of 44 land cover and land use classes derived from a series of satellite missions since it was first established.

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CORINE Land Cover Accounting Layers

accountingCLMScorinederived dataland coveropen data

corine-land-cover-accounting-layers

The CORINE Land Cover (CLC) Accounting Layers are CLC status layers modified for the purpose of consistent statistical analysis in the land cover change accounting system at EEA. The modification combines CLC status and change layers in the 100m raster in order to create homogeneous quality time series of CLC / CLC-change layers for accounting purposes. The CLC inventory consists of 44 land cover and land use classes derived from a series of satellite missions since it was first established. There are altogether 5 mapping inventories implemented since 1986, producing five status layers (CLC1...

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Copernicus DEM

3Dcore collectionDEMelevationopen dataorthorectificationterrain

copernicus-dem

The Copernicus DEM is a Digital Surface Model (DSM) which represents the bare-Earth surface and all above ground natural and built features. It is based on WorldDEMâ„¢ DSM that is derived from TanDEM-X and is infilled on a local basis with the following DEMs: ASTER, SRTM90, SRTM30, SRTM30plus, GMTED2010, TerraSAR-X Radargrammetric DEM, ALOS World 3D-30m. Copernicus Programme provides Copernicus DEM in 3 different instances: COP-DEM EEA-10, COP-DEM GLO-30 and COP-DEM GLO-90 where "COP-DEM GLO-90" tiles and most of the "COP-DEM GLO-30 " tiles are available worldwide with fr...

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ENVISAT MERIS

aerosolsagricultureAtmospherecore collectionoceansopen datasatellite imagery

envisat-meris

The purpose of the Medium Resolution Imaging Spectrometer (MERIS) on the ESA ENVISAT mission was primarily, to aid in Ocean Colour Observations, and secondary, to aid the understanding of the atmospheric parameters associated with clouds, water vapour and aerosols. Additionally, MERIS broadened its scope to land surface parameters, in particular, vegetation processes. Therefore, MERIS monitors changes in ocean parameters (phytoplankton, yellow substance, suspended matter), atmosphere (water vapour, CO2, clouds, aerosols), and land (vegetation index, global coverage, moisture etc.). MERIS h...

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ESA WorldCover

agriculturebiodiversityderived dataland coveropen dataworldcover

worldcover

The European Space Agency (ESA) WorldCover is a global land cover map with 11 different land cover classes produced at 10m resolution based on combination of both Sentinel-1 and Sentinel-2 data. In areas where Sentinel-2 images are covered by clouds for an extended period of time, Sentinel-1 data then provides complimentary information on the structural characteristics of the observed land cover. Therefore, the combination of Sentinel-1 and Sentinel-2 data makes it possible to update the land cover map almost in real time. WorldCover Map has been produced for 2020 (01 January to 31 December...

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Global Land Cover

CLMSderived dataland covermachine learningopen data

global-land-cover

Global Land Cover products at 100 m resolution are delivered annually by the global component of the Copernicus Land Service. The most recent collection 3 (version 3.0.1) of 100 m Land Cover products for the years 2015 - 2019 were generated from the PROBA-V 100 m and 300 m satellite observations and several other ancillary datasets with global coverage. These Land Cover products provide a main discrete land cover classification map according to UN-FAO Land Cover Classification System LCCS. Additional continuous fractional layers for all basic land cover classes which give the percentage o...

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Global Surface Water

climate changederived datainland wateropen datasurface waterwater bodies

global-surface-water

The Global Surface Water dataset was developed by the European Commission's Joint Research Centre within the framework of the Copernicus Programme. It is derived from Landsat imagery and and shows different aspects of the spatio-temporal distribution of surface water between 1984 and 2020 at the global scale.

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Landsat - 8 L1

core collectionLULC changeLULC mappingnatural resourceopen datasatellite imagerysurface temperaturevegetation monitoring

landsat-8-l1

Landsat -8 mission is the most recent satellite of the Landsat program and it carries OLI(Operational Land Imager) and TIRS(Thermal Infrared Sensor) instruments onboard. OLI acquires data in the visible, near and short wave infrared regions while TIRS acquires data in the thermal region to provide essential information for monitoring our natural resources and environment. Details →

Landsat - 8 L2

core collectionLULC changeLULC mappingnatural resourceopen datasatellite imagerysurface temperaturevegetation monitoring

landsat-8-l2

Landsat -8 mission is the most recent satellite of the Landsat program and it carries OLI(Operational Land Imager) and TIRS(Thermal Infrared Sensor) instruments onboard. OLI acquires data in the visible, near and short wave infrared regions while TIRS acquires data in the thermal region to provide essential information for monitoring our natural resources and environment. Landsat 8 Level 2 data from the most recently released collection 2, provides atmospherically corrected Surface Reflectance and Surface Brightness Temperature products generated from Collection 2 Level-1 scenes that have ...

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Landsat 1-5 MSS L1

core collectionLULC changeLULC mappingnatural resourceopen datasatellite imageryvegetation monitoring

landsat-1-5-mss-l1

The Landsat Multispectral Scanner System (MSS) sensors were carried onboard Landsats 1 to 5. It provides 4 spectral bands. See USGS EROS Archive for more information. MSS Level-1 data provides Top of Atmosphere Reflectance products for the period from July 1972 to October 1992 and from June 2012 to January 2013.

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Landsat 4-5 TM L1

core collectionLULC changeLULC mappingnatural resourceopen datasatellite imagerysurface temperaturevegetation monitoring

landsat-4-5-tm-l1

The Landsat Thematic Mapper (TM) sensor was carried onboard Landsats 4 and 5. TM collected data in 7 spectral bands; from the blue, green, red, near-infrared, mid-infrared (2) and thermal infrared portions of the electromagnetic spectrum. Visit USGS EROS Archive - Landsat Archives - Landsat 4-5 Thematic Mapper Collection 2 Level-1 Data webpage for more information.

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Landsat 4-5 TM L2

core collectionLULC changeLULC mappingnatural resourceopen datasatellite imagerysurface temperaturevegetation monitoring

landsat-4-5-tm-l2

The Landsat Thematic Mapper (TM) sensor was carried onboard Landsats 4 and 5. TM collected data in 7 spectral bands; from the blue, green, red, near-infrared, mid-infrared(2) and thermal infrared portions of the electromagnetic spectrum. L2 data include Surface Reflectance and Surface Temperature scene-based products. Visit USGS EROS Archive - Landsat Archives - Landsat 4-5 TM Collection 2 Level-2 Science Products for more information.

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Landsat 7 ETM+ L1

brightness temperaturecore collectionLULC changeLULC mappingnatural resourceopen datasatellite imageryvegetation monitoring

landsat-7-etm+-l1

The Landsat 7 Enhanced Thematic Mapper (ETM+) sensor is carried onboard Landsat 7. ETM+ provides 7 spectral bands and 1 thermal band. See USGS EROS Archive for more information. Landsat 7 Level-1 data provides Top of Atmosphere Reflectance and Top of the Atmosphere Brightness Temperature products. Level 1 data are available since April 1999. All scenes collected since May 30, 2003 have data gaps due to the Scan Line Corrector (SLC) failure.

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Landsat 7 ETM+ L2

core collectionLULC changeLULC mappingnatural resourceopen datasatellite imagerysurface temperaturevegetation monitoring

landsat-7-etm+-l2

The Landsat 7 Enhanced Thematic Mapper (ETM+) sensor is carried onboard Landsat 7. ETM+ provides 7 spectral bands and 1 thermal band. See USGS EROS Archive for more information. Landsat 7 level-2 data provides atmospherically corrected Surface Reflectance and Surface Brightness Temperature products. Level-2 data are available since April 1999.

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MODIS MCD43A4.006

agriculturecore collectiondisaster responsenatural resourceopen datasatellite imagery

modis

MODIS (Moderate Resolution Imaging Spectroradiometer) is the main instrument operating on both NASA's Terra and Aqua satellites. It acquires images of the earth in 36 bands within the visible and the infrared regions of the spectrum at low to medium spatial resolutions. MODIS is designed to provide atleast daily observations of land, oceans and lower atmosphere that contribute to local or global scale land or water applications. There are several products derived from MODIS which include land, atmosphere, cryospehere and ocean products. MCD43A4 Nadir BRDF-Adjusted Reflectance (NBAR) produ...

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Mapzen DEM

3Dcore collectionDEMelevationopen dataorthorectificationterrain

mapzen-dem

Mapzen DEM is based on Mapzen's terrain tiles that provide global DEM and bathymetry data. Mapzen terrain tiles is a composite of elevation data of varying resolutions from multiple open data sources including Details →

PlanetScope

agriculturecommercial datahigh resolution imagerymappingmulti spectral imagerysatellite imageryvegetation monitoring

planetscope

PlanetScope is a satellite constellation of more than 130 satellites called Doves and is operated by Planet. Each Dove satellite is a CubeSat made of three cubic units and thus measures only 10 cm x 10 cm x 30 cm. The satellites are launched in groups, and together manage to acquire images covering the entire earth land surface atleast daily. Sentinel Hub offers a possibility to purchase, order and access PlanetScope both archive and newly acquired data which is available globally since 2016. Sentinel Hub offers access to PlantScope data in Top of the atmosphere (TOA) reflectance.

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Pleiades

commercial datadefensedisaster responsemulti spectral imagerysatellite imageryurban mappingvery high resolution imagery

pleiades

Pleiades is a satellite constellation providing very high-resolution optical imagery with daily revisit capability to any point on the globe and is owned by Airbus. Pleaiades constellation is composed of twin satellites Pleiades 1A and Pleiades 1B, which share the orbit with SPOT satellites, which makes it possible to combine the data from both sources. Pleiades offers both tasking capability and imagery archive of tasked acquisitions. Sentinel Hub offers a possibility to purchase, order and access Pleiades imagery archive which is available globally since 2011. Sentinel Hub provides Pleiad...

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SPOT

agriculturecommercial datadisaster responsehigh resolution imagerymulti spectral imagerysatellite imageryvegetation monitoring

spot

SPOT 6/7 is a satellite constellation providing high-resolution optical imagery in Panchromatic and Multispectral bands and is owned by Airbus. SPOT 6/7 is composed of two twin satellites that offer a daily revisit capability to any point on the globe. Spot offers both tasking capability and imagery archive of tasked acquisitions. Sentinel Hub offers a possibility to purchase, order and access SPOT 6/7 imagery archi...

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Sea Ice Index

climate changeopen data

sea-ice-index

Sea Ice Index products offer information about ice cover and its trends in the Arctic and Antarctica. In this collection, sea ice extent and concentration maps are provided at a resolution of 25 km on a daily basis. The products are computed using images from the Special Sensor Microwave Imager (SSM/I) and Special Sensor Microwave Imager/Sounder (SSMIS) instruments on Defense Meteorological Satellite Program (DMSP) satellites. Sea ice concentrations are generated from brightness temperature data. Sea ice extent is computed as areas covered by ice with a concentration greater than 15 p...

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Seasonal Trajectories, 10-daily

agricultureCLMSderived dataopen dataphenologyPlant phenology indexvegetation

seasonal-trajectories

Seasonal Trajectories (ST) product is a filtered time series of Plant Phenology Index (PPI) provided yearly on a 10-daily basis at 10m resolution . It is part of the Copernicus Land Monitoring Service (CLMS), pan-European High Resolution Vegetation Phenology and Productivity (HR-VPP) product suite. The Seasonal Trajectories PPI is derived through fitting a smoothing and gap filling function to the yearly time-series raw PPI values generated from Sentinel-2 satellite observations. In addition to the PPI band, a QFLAG band indicating the quality of the smoothing process is included. The Sea...

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Sentinel-1 GRD

core collectiondisaster responseland monitoringmaritime monitoringopen dataSARsatellite imagery

sentinel-1-grd

The Sentinel - 1 radar imaging mission is composed of a constellation of two polar-orbiting satellites providing continous all-weather, day and night imagery for Land and Maritime Monitoring. C-band synthentic aperture radar imaging has the advantage of operating at wavelenghts that are not obstructed by clouds or lack of illumination and therefore can acquire data during day or night under all weather conditions. With 6 days repeat cycle on the entire world and daily acquistions of sea ice zones and Europe's major shipping routes, Sentinel-1 ensures reliable data availability to support...

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Sentinel-2 L1C

agriculturecore collectiondisaster responsemulti spectral imagerynatural resourceopen datasatellite imagery

sentinel-2-l1c

The Sentinel-2 mission is a land monitoring constellation of two satellites that provide high resolution optical imagery and provide continuity for the current SPOT and Landsat missions. The mission provides a global coverage of the Earth's land surface every 5 days, making the data of great use in on-going studies. L1C data are available from June 2015 globally. L1C data provide Top of the atmosphere (TOA) reflectance.

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Sentinel-2 L2A

agriculturecore collectiondisaster responsemulti spectral imagerynatural resourceopen datasatellite imagery

sentinel-2-l2a

The Sentinel-2 mission is a land monitoring constellation of two satellites that provide high resolution optical imagery and provide continuity for the current SPOT and Landsat missions. The mission provides a global coverage of the Earth's land surface every 5 days, making the data of great use in on-going studies. L2A data are available from November 2016 over Europe region and globally since January 2017. L2A data provide Bottom of the atmosphere (BOA) reflectance.

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Sentinel-3 OLCI L1B

Atmospheric aerosolsClimatecore collectionMarine biologyMaritime Monitoringmulti spectral imageryopen dataOTCIsatellite imagery

sentinel-3-l1b-olci

The Sentinel -3 is composed of three versatile satellites designed to provide data continuity for the ERS, ENVISAT and SPOT satellites and to support operational land and ocean observataion services. Sentinel -3 satellites make use of four main instruments on board; OLCI, SLSTR, SRAL and MWR, to measure sea surface topography, sea and land surface temperature and ocean and land surface color. The medium resolution OLCI(Ocean and Land Colour Instrument) is the successor to ENVISAT's MERIS instrument. Since its launch in 2016, OLCI acquires data of the entire globe atleast every 2 days, i...

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Sentinel-3 SLSTR L1B

active firesAtmospheric aerosolsClimatecore collectionLSTmulti spectral imageryopen dataSST

sentinel-3-l1b-slstr

The Sentinel -3 is composed of three versatile satellites designed to provide data continuity for the ERS, ENVISAT and SPOT satellites and to support operational land and ocean observation services. Sentinel -3 satellites make use of four main instruments on board; OLCI, SLSTR, SRAL and MWR, to measure sea surface topography, sea and land surface temperature and ocean and land surface color. The SLSTR (Sea and Land Surface Temperature Radiometer ) continues the timeline of Sea Surface Temperature measurements from the ATSR instrument series. The principal objective of SLSTR products is to p...

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Sentinel-5P L2

aerosolsair qualityClimate changecore collectionforecastingN02open dataOzone

sentinel-5p-l2-tropomi

The Copernicus Sentinel-5 Precursor mission dedicated to monitoring our atmosphere, consists of one satellite carrying the TROPOspheric Monitoring Instrument (TROPOMI) instrument. Sentinel-5 Precursor mission aims to fill in global atmospheric data gap between the retired ENVISAT and AURA missions and the future Sentinel -5 mission.The main objective of TROPOMI is provide daily global observations of key atmospheric constituents related to air quality, ozone layer and climate change monitoring and forecasting. Level 2 data provide total columns of ozone, sulfur dioxide, nitrogen dioxide, ca...

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Vegetation Indices, Daily

agricultureCLMSderived dataopen dataphenologyPlant phenology indexvegetation

vegetation-indices

Vegetation Indices (VI) product is part of the Copernicus Land Monitoring Service (CLMS), pan-European High Resolution Vegetation Phenology and Productivity (HR-VPP) product suite. The product is comprised of 4 raw Vegetation Indices; (1) Normalized Difference Vegetation Index (NDVI), (2) Leaf Area Index (LAI), (3) Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) and (4) Plant Phenology Index (PPI) generated near real-time (NRT) from Sentinel-2 satellite observations. The raw Vegetation Indices are provided on a daily basis at 10m resolution from October 2016 onwards. Theref...

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Vegetation Phenology and Productivity Parameters Season 1, Yearly

agricultureCLMSderived dataopen dataphenologyPlant phenology indexvegetation

vegetation-phenology-and-productivity-parameters-season-1

Vegetation Phenology and Productivity Parameters (VPP) product is part of the Copernicus Land Monitoring Service (CLMS), pan-European High Resolution Vegetation Phenology and Productivity (HR-VPP) product suite. The VPP product is comprised of 13 parameters that describe specific stages of the seasonal vegetation growth cycle. These parameters are extracted from Seasonal Trajectories of the Plant Phenology Index (PPI) derived from Sentinel-2 satellite observations at 10m resolution. Since growing seasons can traverse years, VPP parameters are provided for a maximum of two growing seasons p...

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Vegetation Phenology and Productivity Parameters Season 2, Yearly

agricultureCLMSderived dataopen dataphenologyPlant phenology indexvegetation

vegetation-phenology-and-productivity-parameters-season-2

Vegetation Phenology and Productivity Parameters (VPP) product is part of the Copernicus Land Monitoring Service (CLMS), pan-European High Resolution Vegetation Phenology and Productivity (HR-VPP) product suite. The VPP product is comprised of 13 parameters that describe specific stages of the seasonal vegetation growth cycle. These parameters are extracted from Seasonal Trajectories of the Plant Phenology Index (PPI) derived from Sentinel-2 satellite observations at 10m resolution. Since growing seasons can traverse years, VPP parameters are provided for a maximum of two growing seasons per year. The parameters include (1) start of season (date, PPI value and slope), (2) end of season (date, PPI value and slope), (3)length of season, (4) minimum of season, (4) peak of the season (date and PPI value), (5) amplitude, (6) small integrated value and (7) large integrated value.
VPP parameters are generated over the EEA39 region on a yearly frequency from January 1 2017 onwards. Among other applications, the high-resolution phenology data has a high p...

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Water Bodies

climate changeCLMSderived datainland wateropen datawater bodieswater bodies occurence

water-bodies

The Global Water Bodies product shows the surface extent covered by inland water on permanent, seasonal or occasional basis. The product available here is the Water Bodies 100m Version 1 collection which is derived from Sentinel-2 level 1C data, starting from October 2020 after the end of the PROBA-V mission and is delivered as a monthly composite product at 100m resolution.The Water Bodies product contain one main Water Bodies detection layer (WB) and one Quality layer (QUAL) that provides information on the seasonal dynamics of the detected water bodies. Water Bodies detection layer (WB) sho...

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WorldView (+ GeoEye )

commercial datadefensedisaster responsehigh resolution imagerymappingmaritime monitoringmulti spectral imagery

worldview-geoeye

Maxar Technologies offers multi-spectral, high resolution, commercial satellite imagery acquired by currently four on-orbit and three retired constellation of satellites namely WorldView, GeoEye, QuickBird and IKONOS. Sentinel Hub offers a possibility to purchase, order and access Worldview and Geoeye satellite imagery ordered through European Space Imaging. The data available for purchase through Sentinel Hub are GeoEye-1 (GE01), WorldView-2 (WV02), WorldView-3 (WV03) and WorldView-4 (WV04). WorldView-4 data available for purchase is the imagery archive acquired from November 2016 to Janua...

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