Optical sensors#


ADEOS-1#

Source : FedEO (NASA_CMR)#

Description : In Satellite Laser Ranging (SLR), a short pulse of coherent light generated by a laser (Light Amplification by Stimulated Emission of Radiation) is transmitted in a narrow beam to illuminate corner cube retroreflectors on the satellite. The return signal, typically a few photons, is collected by a telescope and the time-of-flight is measured. Using information about the satellite's orbit, the time-of-flight, and the speed of light, the location of the ranging station can be determined. Similar data acquired by another station, many kilometers distant from the first, or on a different continent, can be used to determine the distance between stations to precisions of centimeters or better. Repetitive measurements over months and years yield the change in distance, or the motion of the Earth's crust.
Spatial coverage : Global
Temporal coverage : from 1976 to present


ALOS#

Source : FedEO (JAXA_CATS-I)#

Description : The PALSAR-2 aboard the ALOS-2 is a Synthetic Aperture Radar (SAR), which emits microwave and receives the reflection from the ground to acquire information. Since it does not need other sources of light such as the sun, SAR has the advantage of providing satellite images regardless day or night. The frequency of transmitting and receiving microwave is L-band, which is less affected by clouds and rains. This all-weather observing capability is suitable for monitoring disasters rapidly. In addition, L-band microwave can reach to the ground partially penetrating through vegetation to obtain information of vegetation and ground surface. ALOS-2/PALSAR-2 will have a spotlight mode (1m3m resolution in azimuthrange direction), whilst ALOS/PALSAR has a 10 m resolution. It will allow comprehensive monitoring of disasters by providing users with more detailed data than ALOS/PALSAR. The observation repetition frequency of ALOS-2 was improved by expanding the observable range of the satellite up to about 3 times (from 870km to 2,320km), as well as giving ALOS-2 a right-and-left looking function, which was not available on ALOS.
Spatial coverage : Global
Temporal coverage : from 2014 to present


Source : FedEO (NASA_CMR)#

Description : This dataset provides an ecosystem type map at 12.5 meter pixel spacing and 0.2 ha minimum mapping unit for the area surrounding Great Slave Lake, Northwest Territories, Canada for the time period 1997 to 2011. The map includes nine classes for peatland, wetland, and upland areas derived from a Random Forest classification trained on multi-date, multi-sensor remote sensing images across the study extent, and using field data and high-resolution Worldview-2 image interpretation for training and validation. The nine classes are: Water, Marsh, Swamp, Open Fen, Treed Fen, Bog, Upland Deciduous, Upland Conifer, and Sparsely Vegetated. A tenth map class identifies areas of historical fires (prior to 2011) that are currently undergoing post-fire successional revegetation. This dataset provides an ecosystem type map of the area before the large fire season of 2014 to better understand the effects of fires in the area.
Spatial coverage : Global
Temporal coverage : from 1997 to 2011


Source : FedEO (TropForest)#

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, DEIMOS-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
Spatial coverage : Global
Temporal coverage : from 2009 to 2011


Source : FedEO (no_named_collections_set_1)#

Description : This collection provides access to images archived at ROSCOSMOS for ALOS mission.
Spatial coverage : Global
Temporal coverage : from 2006 to 2011


ALOS-1#

Source : FedEO (ALOS)#

Description : This collection provides access to images archived at ROSCOSMOS for ALOS mission.
Spatial coverage : Global
Temporal coverage : from 2006 to 2011


Source : FedEO (JAXA_CATS-I)#

Description : PALSAR is an active microwave sensor, which is not affected by weather conditions and operable both daytime and nighttime. Full polarimetry (multi-polarization), off nadir pointing function and other functions of PALSAR improved the accuracy of analyzing geological structure, distribution of rocks and so on, and expected to contribute resource exploration and other purposes more effectively. PALSAR has 3 observation modes, fine mode, scanSAR mode and Polarimetric mode.
Spatial coverage : Global
Temporal coverage : from 2006 to 2011


Source : FedEO (TropForest)#

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, DEIMOS-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
Spatial coverage : Global
Temporal coverage : from 2009 to 2011


ALOS-2#

Source : FedEO (JAXA_CATS-I)#

Description : The PALSAR-2 aboard the ALOS-2 is a Synthetic Aperture Radar (SAR), which emits microwave and receives the reflection from the ground to acquire information. Since it does not need other sources of light such as the sun, SAR has the advantage of providing satellite images regardless day or night. The frequency of transmitting and receiving microwave is L-band, which is less affected by clouds and rains. This all-weather observing capability is suitable for monitoring disasters rapidly. In addition, L-band microwave can reach to the ground partially penetrating through vegetation to obtain information of vegetation and ground surface. ALOS-2/PALSAR-2 will have a spotlight mode (1m3m resolution in azimuthrange direction), whilst ALOS/PALSAR has a 10 m resolution. It will allow comprehensive monitoring of disasters by providing users with more detailed data than ALOS/PALSAR. The observation repetition frequency of ALOS-2 was improved by expanding the observable range of the satellite up to about 3 times (from 870km to 2,320km), as well as giving ALOS-2 a right-and-left looking function, which was not available on ALOS.
Spatial coverage : Global
Temporal coverage : from 2014 to present


Source : FedEO (NASA_CMR)#

Description : This data set, as part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, combines interferometric phases from multiple satellite interferometric synthetic-aperture radar systems to derive the first comprehensive phase-based map of Antarctic ice velocity. The precision in ice speed and flow direction over 80% of Antarctica is better than prior mappings based on feature and speckle tracking by a factor of 10. Phase-derived velocity mostly covers the years between 2007 and 2018, while tracking-derived velocity (for regions along the coasts) is mostly found in the years from 2013 to 2017. Additional data acquired between 1996 and 2018 were used as needed to maximize coverage. See <a href='https://nsidc.org/data/measures/aiv'>Antarctic Ice Sheet Velocity and Mapping Data</a> for related data.
Spatial coverage : Global
Temporal coverage : from 1996 to 2018


BIROS#

Source : FedEO (EOWEB)#

Description : The FireBIRD mission consists of two small satellites, TET-1 and BIROS. Together, the two satellites are on an Earth observation mission that aims to detect forest fires, or high-temperature events, from space. The new infrared system provides high-quality data that is capable of measuring the spread of the fire and the amount of heat generated with great accuracy very early on - almost in real time - meaning that FireBIRD can serve as an early warning system. The data acquired from this Earth observation mission can also be used as a basis for scientific climate research. In addition to the main payload of the cameras, further experiments have been planned for developing the technology on board the small satellites. Further information can be found on the following website: http://www.dlr.de/firebird/en/ and in the FireBIRD brochure available at: http://www.dlr.de/firebird/en/Portaldata/79/Resources/dokumente/FireBIRD_Broschuere_HighRes_v3_english.pdf
Spatial coverage : Global
Temporal coverage : from 2014 to present


Source : FedEO (NASA_CMR)#

Description : The FireBIRD mission consists of two small satellites, TET-1 and BIROS. Together, the two satellites are on an Earth observation mission that aims to detect forest fires, or high-temperature events, from space. The new infrared system provides high-quality data that is capable of measuring the spread of the fire and the amount of heat generated with great accuracy very early on - almost in real time - meaning that FireBIRD can serve as an early warning system. The data acquired from this Earth observation mission can also be used as a basis for scientific climate research. In addition to the main payload of the cameras, further experiments have been planned for developing the technology on board the small satellites. Further information can be found on the following website: http://www.dlr.de/firebird/en/ and in the FireBIRD brochure available at: http://www.dlr.de/firebird/en/Portaldata/79/Resources/dokumente/FireBIRD_Broschuere_HighRes_v3_english.pdf
Spatial coverage : Global
Temporal coverage : from 2014 to present


Beijing-1#

Source : FedEO (NASA_CMR)#

Description : On the background of these requirements for sensor calibration, intercalibration and product validation, the subgroup on Calibration and Validation of the Committee on Earth Observing System (CEOS) formulated the following recommendation during the plenary session held in China at the end of 2004, with the goal of setting-up and operating an internet based system to provide sensor data, protocols and guidelines for these purposes:Background:Reference Datasets are required to support the understanding of climate change and quality assure operational services by Earth Observing satellites. The data from different sensors and the resulting synergistic data products require a high level of accuracy that can only be obtained through continuous traceable calibration and validation activities.Requirement:Initiate an activity to document a reference methodology to predict Top of Atmosphere (TOA) radiance for which currently flying and planned wide swath sensors can be intercompared, i.e. define a standard for traceability. Also create and maintain a fully accessible web page containing, on an instrument basis, links to all instrument characteristics needed for intercomparisons as specified above, ideally in a common format. In addition, create and maintain a database (e.g. SADE) of instrument data for specific vicarious calibration sites, including site characteristics, in a common format. Each agency is responsible for providing data for their instruments in this common format. Recommendation : The required activities described above should be supported for an implementation period of two years and a maintenance period over two subsequent years. The CEOS should encourage a member agency to accept the lead role in supporting this activity. CEOS should request all member agencies to support this activity by providing appropriate information and data in a timely manner.Pseudo-Invariant Calibration Sites (PICS):Algeria 3 is one of six CEOS reference Pseudo-Invariant Calibration Sites (PICS) that are CEOS Reference Test Sites. Besides the nominally good site characteristics (temporal stability, uniformity, homogeneity, etc.), these six PICS were selected by also taking into account their heritage and the large number of datasets from multiple instruments that already existed in the EO archives and the long history of characterization performed over these sites. The PICS have high reflectance and are usually made up of sand dunes with climatologically low aerosol loading and practically no vegetation. Consequently, these PICS can be used to evaluate the long-term stability of instrument and facilitate inter-comparison of multiple instruments.
Spatial coverage : Global
Temporal coverage : from 1972 to present


BelKA#

Source : FedEO (EOP)#

Description : This collection provides access to MSS multispectral images from BelKA archived at ROSCOSMOS.
Spatial coverage : Global
Temporal coverage : from 2006 to present


Deimos-1#

Source : FedEO (D-1)#

Description : Deimos 1&2 dataset is composed of products acquired by the Deimos 1 and Deimos 2 Spanish satellites. The dataset regularly grows as ESA collects new products. DEIMOS-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 Deimos -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). Deimos -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. Deimos -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 : Global
Temporal coverage : from 2009 to present


Source : FedEO (NASA_CMR)#

Description : Deimos 1&2 dataset is composed of products acquired by the Deimos 1 and Deimos 2 Spanish satellites. The dataset regularly grows as ESA collects new products. DEIMOS-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 Deimos -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). Deimos -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. Deimos -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 : Global
Temporal coverage : from 2009 to present


Source : FedEO (TropForest)#

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, DEIMOS-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
Spatial coverage : Global
Temporal coverage : from 2009 to 2011


Deimos-2#

Source : EO-CAT (D-1)#

Description : Deimos 1&2 dataset is composed of products acquired by the Deimos 1 and Deimos 2 Spanish satellites. The dataset regularly grows as ESA collects new products. DEIMOS-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 Deimos -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). Deimos -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. Deimos -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 : World
Temporal coverage : from 2009 to present


Source : FedEO (D-1)#

Description : Deimos 1&2 dataset is composed of products acquired by the Deimos 1 and Deimos 2 Spanish satellites. The dataset regularly grows as ESA collects new products. DEIMOS-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 Deimos -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). Deimos -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. Deimos -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 : Global
Temporal coverage : from 2009 to present


Source : FedEO (NASA_CMR)#

Description : Deimos 1&2 dataset is composed of products acquired by the Deimos 1 and Deimos 2 Spanish satellites. The dataset regularly grows as ESA collects new products. DEIMOS-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 Deimos -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). Deimos -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. Deimos -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 : Global
Temporal coverage : from 2009 to present


ECOSTRESS-CLOUD#

Source : USGS#

Description : The ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) mission measures the temperature of plants to better understand how much water plants need and how they respond to stress. ECOSTRESS is attached to the International Space Station (ISS) and collects data over the conterminous United States (CONUS) as well as key biomes and agricultural zones around the world and selected FLUXNET validation sites. A map of the acquisition coverage can be found on the ECOSTRESS website (https://ecostress.jpl.nasa.gov/). The ECO2CLD Version 1 data product provides a cloud mask that can be used to determine cloud cover for the ECO1BRAD, ECO2LSTE, ECO3ETPTJPL, ECO4ESIPTJPL, and ECO4WUE data products. The ECOSTRESS Level 2 cloud product is derived using the five calibrated thermal bands in a multispectral cloud-conservative thresholding approach. The corresponding ECO1BGEO data product is required to georeference the ECO2CLD data product. The ECO2CLD Version 1 data product contains a single cloud mask layer.
Spatial coverage : Global
Temporal coverage : from 2018 to present


ECOSTRESS-ESI#

Source : USGS#

Description : The ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) mission measures the temperature of plants to better understand how much water plants need and how they respond to stress. ECOSTRESS is attached to the International Space Station (ISS) and collects data over the conterminous United States (CONUS) as well as key biomes and agricultural zones around the world and selected FLUXNET validation sites. A map of the acquisition coverage can be found on the ECOSTRESS website (https://ecostress.jpl.nasa.gov/).

The ECO4ESIPTJPL Version 1 data product provides Evaporative Stress Index (ESI) data generated according to the Priestley-Taylor Jet Propulsion Laboratory (PT-JPL) algorithm. The ESI product is derived from the ratio of the Level 3 actual evapotranspiration (ET) to potential ET (PET) calculated as part of the algorithm. The ESI is an indicator of potential drought and plant water stress emphasizing areas of sub-optimal plant productivity.

The ECO4ESIPTJPL Version 1 data product contains layers of ESI and PET.

Spatial coverage : Global
Temporal coverage : from 2018 to present


ECOSTRESS-L1BMAPRAD#

Source : USGS#

Description : The ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) mission aims to measure the temperature of plants and use that information to better understand how much water plants need and how they respond to stress. ECOSTRESS is hosted on the International Space Station (ISS) and collects data over the Conterminous United States (CONUS), key biomes and agricultural zones around the world, and selected FLUXNET validation sites. Data are acquired by a thermal infrared (TIR) multispectral scanner with five spectral bands operating between 8 aand 12.5 microns. These data products are offered at a spatial resolution of 70 meters (m) and include: resampled radiance data, at-sensor calibrated radiance data, geolocation data and spacecraft attitude information.
Spatial coverage : Global
Temporal coverage : from 2018 to present


ECOSTRESS-L1BRAD#

Source : USGS#

Description : The ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) mission aims to measure the temperature of plants and use that information to better understand how much water plants need and how they respond to stress. ECOSTRESS is hosted on the International Space Station (ISS) and collects data over the Conterminous United States (CONUS), key biomes and agricultural zones around the world, and selected FLUXNET validation sites. Data are acquired by a thermal infrared (TIR) multispectral scanner with five spectral bands operating between 8 aand 12.5 microns. These data products are offered at a spatial resolution of 70 meters (m) and include: resampled radiance data, at-sensor calibrated radiance data, geolocation data and spacecraft attitude information.
Spatial coverage : Global
Temporal coverage : from 2018 to present


ECOSTRESS-LTSE#

Source : USGS#

Description : The ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) mission measures the temperature of plants to better understand how much water plants need and how they respond to stress. ECOSTRESS is attached to the International Space Station (ISS) and collects data over the conterminous United States (CONUS) as well as key biomes and agricultural zones around the world and selected FLUXNET validation sites. A map of the acquisition coverage can be found on the ECOSTRESS website (https://ecostress.jpl.nasa.gov/).

The ECO2LSTE Version 1 data product provides atmospherically corrected land surface temperature and emissivity (LST&E) values derived from five thermal infrared (TIR) bands. The ECO2LSTE data product was derived using a physics-based Temperature/Emissivity Separation (TES) algorithm. The ECO2LSTE is provided as swath data and has a spatial resolution of 70 meters (m). The corresponding ECO1BGEO data product is required to georeference the ECO2LSTE data product.

The ECO2LSTE Version 1 data product contains layers of LST, emissivity for bands 1 through 5, quality control for LST&E, LST error, emissivity error for bands 1 through 5, wideband emissivity, and Precipitable Water Vapor (PWV). For acquisitions after May 15, 2019, data products contain data values for TIR bands 2, 4 and 5 only. TIR bands 1 and 3 contain fill values to accommodate direct streaming of data from the ISS.

Spatial coverage : Global
Temporal coverage : from 2018 to present


ECOSTRESS-WUE#

Source : USGS#

Description : The ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) mission measures the temperature of plants to better understand how much water plants need and how they respond to stress. ECOSTRESS is attached to the International Space Station (ISS) and collects data over the conterminous United States (CONUS) as well as key biomes and agricultural zones around the world and selected FLUXNET validation sites. A map of the acquisition coverage can be found on the ECOSTRESS website (https://ecostress.jpl.nasa.gov/).

The ECO4WUE Version 1 data product provides Water Use Efficiency (WUE) data generated according to the Priestley-Taylor Jet Propulsion Laboratory (PT-JPL) algorithm. WUE is the ratio of carbon stored by plants to water evaporated by plants. This ratio is given as grams of carbon stored per kilogram of water evaporated over the course of the day from sunrise to sunset on the day when the ECOSTRESS granule was acquired.

The ECO4WUE Version 1 data product contains a single layer of water use efficiency.

Spatial coverage : Global
Temporal coverage : from 2018 to present


FORMOSAT-2#

Source : FedEO (EOP)#

Description : This collection provides access to images archived at ROSCOSMOS for FORMOSAT-2 mission.
Spatial coverage : Global
Temporal coverage : from 2004 to present


FY-3B#

Source : FedEO (NASA_CMR)#

Description : This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, consists of two global records of the daily freeze/thaw (F/T) status of the landscape. The primary record is derived from radiometric brightness temperatures acquired between 1979 and 2020 by three satellite-based passive microwave sensors: the Scanning Multichannel Microwave Radiometer (SMMR), the Special Sensor Microwave/Imager (SSM/I), and the Special Sensor Microwave Imager/Sounder (SSMIS). A second, synergistic record is available for the years 2002 to 2020, derived from observations acquired by the Advanced Microwave Scanning Radiometer - Earth Observing System (AMSR-E) and the Advanced Microwave Scanning Radiometer 2 (AMSR2).
Spatial coverage : Global
Temporal coverage : from 1979 to 2020


FireBIRD#

Source : FedEO (EOWEB)#

Description : The FireBIRD mission consists of two small satellites, TET-1 and BIROS. Together, the two satellites are on an Earth observation mission that aims to detect forest fires, or high-temperature events, from space. The new infrared system provides high-quality data that is capable of measuring the spread of the fire and the amount of heat generated with great accuracy very early on - almost in real time - meaning that FireBIRD can serve as an early warning system. The data acquired from this Earth observation mission can also be used as a basis for scientific climate research. In addition to the main payload of the cameras, further experiments have been planned for developing the technology on board the small satellites. Further information can be found on the following website: http://www.dlr.de/firebird/en/ and in the FireBIRD brochure available at: http://www.dlr.de/firebird/en/Portaldata/79/Resources/dokumente/FireBIRD_Broschuere_HighRes_v3_english.pdf
Spatial coverage : Global
Temporal coverage : from 2014 to present


GOES-10#

Source : FedEO (NASA_CMR)#

Description : CER_ISCCP-D2like-GEO_DAY_Edition3A is the Clouds and the Earth's Radiant Energy System (CERES) Geostationary Satellite (GEO) Cloud Retrievals in International Satellite Cloud Climatology Project (ISCCP)-D2like Format Daytime Edition3A data product. Data collection for this product is complete. The Monthly Gridded Cloud Averages (ISCCP-D2like-GEO) data product contains monthly and monthly 3-hourly (GMT-based) gridded regional mean geostationary satellite (GEO) cloud properties as a function of 18 cloud types, similar to the ISCCP D2 product, where the cloud properties are stratified by pressure, optical depth, and phase. The ISCCP-D2like-GEO product is a 5-satellite, daytime 3-hourly GMT, 8-km nominal resolution, geostationary-only cloud product limited to . The ISCCP-D2like-GEO is a daytime-only product, where the cloud retrievals incorporate only the visible and IR channels common to all geostationary satellites for spatial consistency. Each ISCCP-D2like file covers a single month.CERES is a key component of the Earth Observing System (EOS) program. The CERES instruments provide radiometric measurements of the Earth's atmosphere from three broadband channels. The CERES missions are a follow-on to the successful Earth Radiation Budget Experiment (ERBE) mission. The first CERES instrument, protoflight model (PFM), was launched on November 27, 1997 as part of the Tropical Rainfall Measuring Mission (TRMM). Two CERES instruments (FM1 and FM2) were launched into polar orbit on board the Earth Observing System (EOS) flagship Terra on December 18, 1999. Two additional CERES instruments (FM3 and FM4) were launched on board Earth Observing System (EOS) Aqua on May 4, 2002. The CERES FM5 instrument was launched on board the Suomi National Polar-orbiting Partnership (NPP) satellite on October 28, 2011. The newest CERES instrument (FM6) was launched on board the Joint Polar-Orbiting Satellite System 1 (JPSS-1) satellite, now called NOAA-20, on November 18, 2017.
Spatial coverage : Global
Temporal coverage : from 2000 to 2017


GOES-11#

Source : FedEO (NASA_CMR)#

Description : CER_ISCCP-D2like-GEO_DAY_Edition3A is the Clouds and the Earth's Radiant Energy System (CERES) Geostationary Satellite (GEO) Cloud Retrievals in International Satellite Cloud Climatology Project (ISCCP)-D2like Format Daytime Edition3A data product. Data collection for this product is complete. The Monthly Gridded Cloud Averages (ISCCP-D2like-GEO) data product contains monthly and monthly 3-hourly (GMT-based) gridded regional mean geostationary satellite (GEO) cloud properties as a function of 18 cloud types, similar to the ISCCP D2 product, where the cloud properties are stratified by pressure, optical depth, and phase. The ISCCP-D2like-GEO product is a 5-satellite, daytime 3-hourly GMT, 8-km nominal resolution, geostationary-only cloud product limited to . The ISCCP-D2like-GEO is a daytime-only product, where the cloud retrievals incorporate only the visible and IR channels common to all geostationary satellites for spatial consistency. Each ISCCP-D2like file covers a single month.CERES is a key component of the Earth Observing System (EOS) program. The CERES instruments provide radiometric measurements of the Earth's atmosphere from three broadband channels. The CERES missions are a follow-on to the successful Earth Radiation Budget Experiment (ERBE) mission. The first CERES instrument, protoflight model (PFM), was launched on November 27, 1997 as part of the Tropical Rainfall Measuring Mission (TRMM). Two CERES instruments (FM1 and FM2) were launched into polar orbit on board the Earth Observing System (EOS) flagship Terra on December 18, 1999. Two additional CERES instruments (FM3 and FM4) were launched on board Earth Observing System (EOS) Aqua on May 4, 2002. The CERES FM5 instrument was launched on board the Suomi National Polar-orbiting Partnership (NPP) satellite on October 28, 2011. The newest CERES instrument (FM6) was launched on board the Joint Polar-Orbiting Satellite System 1 (JPSS-1) satellite, now called NOAA-20, on November 18, 2017.
Spatial coverage : Global
Temporal coverage : from 2000 to 2017


GOES-12#

Source : FedEO (NASA_CMR)#

Description : CER_ISCCP-D2like-GEO_DAY_Edition3A is the Clouds and the Earth's Radiant Energy System (CERES) Geostationary Satellite (GEO) Cloud Retrievals in International Satellite Cloud Climatology Project (ISCCP)-D2like Format Daytime Edition3A data product. Data collection for this product is complete. The Monthly Gridded Cloud Averages (ISCCP-D2like-GEO) data product contains monthly and monthly 3-hourly (GMT-based) gridded regional mean geostationary satellite (GEO) cloud properties as a function of 18 cloud types, similar to the ISCCP D2 product, where the cloud properties are stratified by pressure, optical depth, and phase. The ISCCP-D2like-GEO product is a 5-satellite, daytime 3-hourly GMT, 8-km nominal resolution, geostationary-only cloud product limited to . The ISCCP-D2like-GEO is a daytime-only product, where the cloud retrievals incorporate only the visible and IR channels common to all geostationary satellites for spatial consistency. Each ISCCP-D2like file covers a single month.CERES is a key component of the Earth Observing System (EOS) program. The CERES instruments provide radiometric measurements of the Earth's atmosphere from three broadband channels. The CERES missions are a follow-on to the successful Earth Radiation Budget Experiment (ERBE) mission. The first CERES instrument, protoflight model (PFM), was launched on November 27, 1997 as part of the Tropical Rainfall Measuring Mission (TRMM). Two CERES instruments (FM1 and FM2) were launched into polar orbit on board the Earth Observing System (EOS) flagship Terra on December 18, 1999. Two additional CERES instruments (FM3 and FM4) were launched on board Earth Observing System (EOS) Aqua on May 4, 2002. The CERES FM5 instrument was launched on board the Suomi National Polar-orbiting Partnership (NPP) satellite on October 28, 2011. The newest CERES instrument (FM6) was launched on board the Joint Polar-Orbiting Satellite System 1 (JPSS-1) satellite, now called NOAA-20, on November 18, 2017.
Spatial coverage : Global
Temporal coverage : from 2000 to 2017


GOES-13#

Source : FedEO (NASA_CMR)#

Description : CER_ISCCP-D2like-GEO_DAY_Edition3A is the Clouds and the Earth's Radiant Energy System (CERES) Geostationary Satellite (GEO) Cloud Retrievals in International Satellite Cloud Climatology Project (ISCCP)-D2like Format Daytime Edition3A data product. Data collection for this product is complete. The Monthly Gridded Cloud Averages (ISCCP-D2like-GEO) data product contains monthly and monthly 3-hourly (GMT-based) gridded regional mean geostationary satellite (GEO) cloud properties as a function of 18 cloud types, similar to the ISCCP D2 product, where the cloud properties are stratified by pressure, optical depth, and phase. The ISCCP-D2like-GEO product is a 5-satellite, daytime 3-hourly GMT, 8-km nominal resolution, geostationary-only cloud product limited to . The ISCCP-D2like-GEO is a daytime-only product, where the cloud retrievals incorporate only the visible and IR channels common to all geostationary satellites for spatial consistency. Each ISCCP-D2like file covers a single month.CERES is a key component of the Earth Observing System (EOS) program. The CERES instruments provide radiometric measurements of the Earth's atmosphere from three broadband channels. The CERES missions are a follow-on to the successful Earth Radiation Budget Experiment (ERBE) mission. The first CERES instrument, protoflight model (PFM), was launched on November 27, 1997 as part of the Tropical Rainfall Measuring Mission (TRMM). Two CERES instruments (FM1 and FM2) were launched into polar orbit on board the Earth Observing System (EOS) flagship Terra on December 18, 1999. Two additional CERES instruments (FM3 and FM4) were launched on board Earth Observing System (EOS) Aqua on May 4, 2002. The CERES FM5 instrument was launched on board the Suomi National Polar-orbiting Partnership (NPP) satellite on October 28, 2011. The newest CERES instrument (FM6) was launched on board the Joint Polar-Orbiting Satellite System 1 (JPSS-1) satellite, now called NOAA-20, on November 18, 2017.
Spatial coverage : Global
Temporal coverage : from 2000 to 2017


GOES-14#

Source : FedEO (NASA_CMR)#

Description : CER_ISCCP-D2like-GEO_DAY_Edition3A is the Clouds and the Earth's Radiant Energy System (CERES) Geostationary Satellite (GEO) Cloud Retrievals in International Satellite Cloud Climatology Project (ISCCP)-D2like Format Daytime Edition3A data product. Data collection for this product is complete. The Monthly Gridded Cloud Averages (ISCCP-D2like-GEO) data product contains monthly and monthly 3-hourly (GMT-based) gridded regional mean geostationary satellite (GEO) cloud properties as a function of 18 cloud types, similar to the ISCCP D2 product, where the cloud properties are stratified by pressure, optical depth, and phase. The ISCCP-D2like-GEO product is a 5-satellite, daytime 3-hourly GMT, 8-km nominal resolution, geostationary-only cloud product limited to . The ISCCP-D2like-GEO is a daytime-only product, where the cloud retrievals incorporate only the visible and IR channels common to all geostationary satellites for spatial consistency. Each ISCCP-D2like file covers a single month.CERES is a key component of the Earth Observing System (EOS) program. The CERES instruments provide radiometric measurements of the Earth's atmosphere from three broadband channels. The CERES missions are a follow-on to the successful Earth Radiation Budget Experiment (ERBE) mission. The first CERES instrument, protoflight model (PFM), was launched on November 27, 1997 as part of the Tropical Rainfall Measuring Mission (TRMM). Two CERES instruments (FM1 and FM2) were launched into polar orbit on board the Earth Observing System (EOS) flagship Terra on December 18, 1999. Two additional CERES instruments (FM3 and FM4) were launched on board Earth Observing System (EOS) Aqua on May 4, 2002. The CERES FM5 instrument was launched on board the Suomi National Polar-orbiting Partnership (NPP) satellite on October 28, 2011. The newest CERES instrument (FM6) was launched on board the Joint Polar-Orbiting Satellite System 1 (JPSS-1) satellite, now called NOAA-20, on November 18, 2017.
Spatial coverage : Global
Temporal coverage : from 2000 to 2017


GOES-15#

Source : FedEO (NASA_CMR)#

Description : CER_ISCCP-D2like-GEO_DAY_Edition3A is the Clouds and the Earth's Radiant Energy System (CERES) Geostationary Satellite (GEO) Cloud Retrievals in International Satellite Cloud Climatology Project (ISCCP)-D2like Format Daytime Edition3A data product. Data collection for this product is complete. The Monthly Gridded Cloud Averages (ISCCP-D2like-GEO) data product contains monthly and monthly 3-hourly (GMT-based) gridded regional mean geostationary satellite (GEO) cloud properties as a function of 18 cloud types, similar to the ISCCP D2 product, where the cloud properties are stratified by pressure, optical depth, and phase. The ISCCP-D2like-GEO product is a 5-satellite, daytime 3-hourly GMT, 8-km nominal resolution, geostationary-only cloud product limited to . The ISCCP-D2like-GEO is a daytime-only product, where the cloud retrievals incorporate only the visible and IR channels common to all geostationary satellites for spatial consistency. Each ISCCP-D2like file covers a single month.CERES is a key component of the Earth Observing System (EOS) program. The CERES instruments provide radiometric measurements of the Earth's atmosphere from three broadband channels. The CERES missions are a follow-on to the successful Earth Radiation Budget Experiment (ERBE) mission. The first CERES instrument, protoflight model (PFM), was launched on November 27, 1997 as part of the Tropical Rainfall Measuring Mission (TRMM). Two CERES instruments (FM1 and FM2) were launched into polar orbit on board the Earth Observing System (EOS) flagship Terra on December 18, 1999. Two additional CERES instruments (FM3 and FM4) were launched on board Earth Observing System (EOS) Aqua on May 4, 2002. The CERES FM5 instrument was launched on board the Suomi National Polar-orbiting Partnership (NPP) satellite on October 28, 2011. The newest CERES instrument (FM6) was launched on board the Joint Polar-Orbiting Satellite System 1 (JPSS-1) satellite, now called NOAA-20, on November 18, 2017.
Spatial coverage : Global
Temporal coverage : from 2000 to 2017


GeoEye-1#

Source : FedEO (EOP)#

Description : This collection provides access to images archived at ROSCOSMOS for GeoEye mission.
Spatial coverage : Global
Temporal coverage : from 2008 to present


Source : FedEO (NASA_CMR)#

Description : GeoEye-1 high resolution optical products are available as part of the Maxar Standard Satellite Imagery products from the QuickBird, WorldView-1/-2/-3/-4, and GeoEye-1 satellites. All details about the data provision, data access conditions and quota assignment procedure are described into the Terms of Applicability available in Resources section. In particular, GeoEye-1 offers archive and tasking panchromatic products up to 0.41m GSD resolution and Multispectral products up to 1.65m GSD resolution. Band Combination: STANDARD(2A)/VIEW READY STANDARD (OR2A), VIEW READY STEREO, MAP-READY (ORTHO) 1:12.000 Orthorectified Resolution: 0.30m, 0.40m, 0.50m and 0.60m The list of available archived data can be retrieved using the Image Library (https://www.euspaceimaging.com/image-library/) catalogue.
Spatial coverage : Global
Temporal coverage : from 2008 to present


Hyperion#

Source : USGS#

Description : The Earth Observing-1(EO-1) satellite was launched on November 21, 2000 by the U.S. Geological Survey (USGS) and the National Aeronautics and Space Administration (NASA) as a one-year technology demonstration mission to evaluate the performance of advanced capabilities for future space missions. The EO-1 mission validated highly integrated multispectral data from the Advanced Land Imager (ALI) sensor and hyperspectral imaging data from the Hyperion sensor. After the initial technology mission was accomplished, NASA and the USGS agreed to continue the EO-1 program due to high interest in the specialized data from scientific communities.

EO-1 Data products consist of imagery collected during the original one-year mission, as well as more recent Data Acquisition Requests (DARs) from the EO-1 Extended Mission. EO-1 scenes are processed to Level 1Gst (L1Gst) and images with adequate ground control points are processed to Level 1T (L1T). L1Gst and L1T products are provided in GeoTIFF format. Scenes that have been processed to L1T are also available as Full Resolution Browse and GIS Ready Bundle products in JPEG format. Level 1R (L1R) products in HDF format are only available for Hyperion data.

Spatial coverage : Global
Temporal coverage : from 2001 to 2017


IKONOS#

Source : FedEO (EOP)#

Description : This collection provides access to images archived at ROSCOSMOS for IKONOS mission.
Spatial coverage : Global
Temporal coverage : from 1999 to present


Source : FedEO (ESA)#

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 : Global
Temporal coverage : from 2000 to 2008


Source : FedEO (NASA_CMR)#

Description : This dataset provides field observations of thaw depth and dominant vegetation types, a LiDAR-derived elevation map, and permafrost distribution and probability maps for an area on the coastal plain of the Yukon-Kuskokwim Delta (YKD), in western Alaska, USA. Field data were collected during July 8-17, 2016 to parameterize and to validate the derived permafrost maps. The YKD is in the sporadic to isolated permafrost zone where permafrost forms extensive elevated plateaus on abandoned floodplains. The region is extremely flat and vulnerable to eustatic sea-level rise and inland storm surges. These high-resolution permafrost maps support landscape change analyses and assessments of the impacts of climate change on permafrost in this region of high biological productivity, critical wildlife habitats, and subsistence-based human economy.
Spatial coverage : Global
Temporal coverage : from 2009 to 2016


IKONOS-2#

Source : EO-CAT (ESA)#

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 : Europe, North Africa, Middle East
Temporal coverage : from 2000 to 2008


Source : FedEO (ESA)#

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 : Global
Temporal coverage : from 2000 to 2008


IRS#

Source : FedEO (EOWEB)#

Description : Indian Remote Sensing satellites (IRS) are a series of Earth Observation satellites, built, launched and maintained by Indian Space Research Organisation. The IRS series provides many remote sensing services to India and international ground stations. With 5 m resolution and products covering areas up to 70 km x 70 km IRS LISS-IV mono data provide a cost effective solution for mapping tasks up to 1:25'000 scale.
Spatial coverage : Global
Temporal coverage : from 2004 to present


IRS-1C#

Source : EO-CAT (IRS-1)#

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 : Europe, Africa
Temporal coverage : from 1996 to 2004


IRS-1D#

Source : EO-CAT (IRS-1)#

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 : Europe, Africa
Temporal coverage : from 1996 to 2004


IRS-P6#

Source : EO-CAT (Image2006)#

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 : Europe
Temporal coverage : from 2005 to 2007


JERS-1#

Source : EO-CAT (OPS)#

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.
Spatial coverage : World
Temporal coverage : from 1992 to 1998


Source : FedEO (NASA_CMR)#

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.
Spatial coverage : Global
Temporal coverage : from 1992 to 1998


Source : FedEO (OPS)#

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.
Spatial coverage : Global
Temporal coverage : from 1992 to 1998


Source : FedEO (SAR)#

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
Spatial coverage : Global
Temporal coverage : from 1992 to 1998


KANOPUS_V1#

Source : FedEO (EOP)#

Description : This collection provides access to MSS multispectral images from Kanopus-V archived at ROSCOSMOS.
Spatial coverage : Global
Temporal coverage : from 2012 to present


KOMPSAT-2#

Source : EO-CAT (ESA)#

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)
Spatial coverage : World
Temporal coverage : from 2007 to 2014


Source : EO-CAT (TropForest)#

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, DEIMOS-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
Spatial coverage : Tropical Latin America, Tropical South and Southeast Asia (excluding Mexico and China)
Temporal coverage : from 2009 to 2011


Source : FedEO (ESA)#

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)
Spatial coverage : Global
Temporal coverage : from 2007 to 2014


Source : FedEO (NASA_CMR)#

Description : On the background of these requirements for sensor calibration, intercalibration and product validation, the subgroup on Calibration and Validation of the Committee on Earth Observing System (CEOS) formulated the following recommendation during the plenary session held in China at the end of 2004, with the goal of setting-up and operating an internet based system to provide sensor data, protocols and guidelines for these purposes:Background:Reference Datasets are required to support the understanding of climate change and quality assure operational services by Earth Observing satellites. The data from different sensors and the resulting synergistic data products require a high level of accuracy that can only be obtained through continuous traceable calibration and validation activities.Requirement:Initiate an activity to document a reference methodology to predict Top of Atmosphere (TOA) radiance for which currently flying and planned wide swath sensors can be intercompared, i.e. define a standard for traceability. Also create and maintain a fully accessible web page containing, on an instrument basis, links to all instrument characteristics needed for intercomparisons as specified above, ideally in a common format. In addition, create and maintain a database (e.g. SADE) of instrument data for specific vicarious calibration sites, including site characteristics, in a common format. Each agency is responsible for providing data for their instruments in this common format. Recommendation : The required activities described above should be supported for an implementation period of two years and a maintenance period over two subsequent years. The CEOS should encourage a member agency to accept the lead role in supporting this activity. CEOS should request all member agencies to support this activity by providing appropriate information and data in a timely manner.Pseudo-Invariant Calibration Sites (PICS):Algeria 3 is one of six CEOS reference Pseudo-Invariant Calibration Sites (PICS) that are CEOS Reference Test Sites. Besides the nominally good site characteristics (temporal stability, uniformity, homogeneity, etc.), these six PICS were selected by also taking into account their heritage and the large number of datasets from multiple instruments that already existed in the EO archives and the long history of characterization performed over these sites. The PICS have high reflectance and are usually made up of sand dunes with climatologically low aerosol loading and practically no vegetation. Consequently, these PICS can be used to evaluate the long-term stability of instrument and facilitate inter-comparison of multiple instruments.
Spatial coverage : Global
Temporal coverage : from 1972 to present


Source : FedEO (TropForest)#

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, DEIMOS-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
Spatial coverage : Global
Temporal coverage : from 2009 to 2011


Landsat-5#

Source : EO-CAT (TM)#

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.
Spatial coverage : Europe, North Africa, Middle East
Temporal coverage : from 1984 to 2011


Landsat-7#

Source : EO-CAT (ETM)#

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).
Spatial coverage : Europe, North Africa, Middle East
Temporal coverage : from 1999 to 2003


Landsat8#

Source : Amazon Web Services#

Description : Landsat 8 data is available for anyone to use via Amazon S3. All Landsat 8 scenes are available from the start of imagery capture. All new Landsat 8 scenes are made available each day, often within hours of production.
Spatial coverage : Global
Temporal coverage : from 2008 to present


Source : Creo DIAS#

Description : The collection consists of all Landsat-8 Level 1 products covering whole observation area (global) since 2013-03-24. Landsat 8 carries two push-broom instruments: The Operational Land Imager (OLI) and the Thermal Infrared Sensor (TIRS).
Spatial coverage : Global
Temporal coverage : from 2013 to present


Source : Mundi DIAS#

Description : Provides interoperable access, following ISO/OGC interface guidelines, to Earth Observation metadata.
Spatial coverage : Europe
Temporal coverage : from 2013 to present


Source : THEIA#

Description : Project Landsat-8
Spatial coverage : Africa, Europe, North America, Oceania, Seven seas (open ocean), South America
Temporal coverage : from 2013 to present


Source : USGS#

Description : The USGS Earth Resources Observation and Science (EROS) Center archive holds data collected by the Landsat suite of satellites, beginning with Landsat 1 in 1972. Landsat 8, launched February 11, 2013, is the latest Landsat sensor.
Spatial coverage : Global
Temporal coverage : from 2013 to present


MODIS-BURN-M#

Source : USGS#

Description : The Terra and Aqua combined MCD64A1 Burned Area data product is a monthly, Level 3 gridded 500 meter product containing per-pixel burning and quality information. The MCD64A1 mapping approach employs 500 meter MODIS Surface Reflectance imagery coupled with 1 kilometer MODIS active fire observations. The algorithm uses a burn sensitive vegetation index (VI) to create dynamic thresholds that are applied to the composite imagery. The VI is derived from MODIS short-wave infrared atmospherically corrected surface reflectance bands 5 and 7 with a measure of temporal texture. The algorithm ultimately identifies the date of burn for the 500 meter grid cells within each individual MODIS tile.
Spatial coverage : Global
Temporal coverage : from 2000 to present


MODIS-FIRE-1#

Source : USGS#

Description : MODIS Thermal Anomalies/Fire products are primarily derived from MODIS 4- and 11-micrometer radiances. The fire detection strategy is based on absolute detection of a fire (when the fire strength is sufficient to detect), and on detection relative to its background (to account for variability of the surface temperature and reflection by sunlight). Numerous tests are employed to reject typical false alarm sources like sun glint or an unmasked coastline. Information on individual MODIS Thermal Anomalies and Fire Products along with improvements/changes for Version 6 are available at: https://lpdaac.usgs.gov/dataset_discovery/?f[0]=im_field_dataset_version%3A32&f[1]=im_field_product%3A12.
Spatial coverage : Global
Temporal coverage : from 2002 to present


MODIS-FIRE-8#

Source : USGS#

Description : MODIS Thermal Anomalies/Fire products are primarily derived from MODIS 4- and 11-micrometer radiances. The fire detection strategy is based on absolute detection of a fire (when the fire strength is sufficient to detect), and on detection relative to its background (to account for variability of the surface temperature and reflection by sunlight). Numerous tests are employed to reject typical false alarm sources like sun glint or an unmasked coastline. Information on individual MODIS Thermal Anomalies and Fire Products along with improvements/changes for Version 6 are available at: https://lpdaac.usgs.gov/dataset_discovery/?f[0]=im_field_dataset_version%3A32&f[1]=im_field_product%3A12.
Spatial coverage : Global
Temporal coverage : from 2000 to present


MODIS-LAI-4#

Source : USGS#

Description : The level-4 MODIS global Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation (FPAR) product is composited every 8 days at 500-meter resolution. LAI is defined as the one-sided green leaf area per unit ground area in broadleaf canopies and as one-half the total needle surface area per unit ground area in coniferous canopies. FPAR is defined as the fraction of incident photosynthetically active radiation (400-700nm) absorbed by the green elements of a vegetation canopy. Information on individual MODIS Land Surface Reflectance Products along with improvements/changes for Version 6 are available at: https://lpdaac.usgs.gov/dataset_discovery/?f[0]=im_field_dataset_version%3A32&f[1]=im_field_product%3A7.
Spatial coverage : Global
Temporal coverage : from 2002 to present


MODIS-LAI-8#

Source : USGS#

Description : he level-4 MODIS global Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation (FPAR) product is composited every 8 days at 500-meter resolution. LAI is defined as the one-sided green leaf area per unit ground area in broadleaf canopies and as one-half the total needle surface area per unit ground area in coniferous canopies. FPAR is defined as the fraction of incident photosynthetically active radiation (400-700nm) absorbed by the green elements of a vegetation canopy. Information on individual MODIS Land Surface Reflectance Products along with improvements/changes for Version 6 are available at: https://lpdaac.usgs.gov/dataset_discovery/?f[0]=im_field_dataset_version%3A32&f[1]=im_field_product%3A7.
Spatial coverage : Global
Temporal coverage : from 2002 to present


MODIS-LTSE-1#

Source : USGS#

Description : The MODIS/Aqua Land Surface Temperature and Emissivity (LST/E) products provide per-pixel temperature and emissivity values in a sequence of swath-based global products. The MODIS/Aqua LST/E 5-Minute L2 Swath 1 kilometer data set is produced daily at 5-minute increments, and covers both daytime and nighttime acquisitions, including the Polar Regions. Information on individual MODIS Land Surface Temperature and Emissivity Products along with improvements/changes for Version 6 is available at: https://lpdaac.usgs.gov/dataset_discovery/modis/modis_products_table
Spatial coverage : Global
Temporal coverage : from 2000 to present


MODIS-LTSE-8#

Source : USGS#

Description : The MODIS/Aqua Land Surface Temperature and Emissivity (LST/E) products provide per-pixel temperature and emissivity values in a sequence of swath-based global products. The MODIS/Aqua LST/E 5-Minute L2 Swath 1 kilometer data set is produced daily at 5-minute increments, and covers both daytime and nighttime acquisitions, including the Polar Regions. Information on individual MODIS Land Surface Temperature and Emissivity Products along with improvements/changes for Version 6 is available at: https://lpdaac.usgs.gov/dataset_discovery/modis/modis_products_table
Spatial coverage : Global
Temporal coverage : from 2000 to present


MODIS-VI-16-250#

Source : USGS#

Description : The MODIS Vegetation Indices Version 6 product provides a Vegetation Index (VI) value at a per pixel basis. There are 2 primary vegetation layers. The algorithm for this product chooses the best available pixel value from all the acquisitions from the 16 day period. The criteria used is low clouds, low view angle and the highest NDVI/EVI value. The first is the Normalized Difference Vegetation Index (NDVI), which is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), which has improved sensitivity over high biomass regions. Information on each individual MODIS Vegetation Indices Product along with improvements/changes for Version 6 are available at: https://lpdaac.usgs.gov/dataset_discovery/modis_products_table.
Spatial coverage : Global
Temporal coverage : from 2000 to present


MODIS-VI-16-500#

Source : USGS#

Description : The MODIS Vegetation Indices Version 6 product provides a Vegetation Index (VI) value at a per pixel basis. There are 2 primary vegetation layers. The algorithm for this product chooses the best available pixel value from all the acquisitions from the 16 day period. The criteria used is low clouds, low view angle and the highest NDVI/EVI value. The first is the Normalized Difference Vegetation Index (NDVI), which is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), which has improved sensitivity over high biomass regions. Information on each individual MODIS Vegetation Indices Product along with improvements/changes for Version 6 are available at: https://lpdaac.usgs.gov/dataset_discovery/modis_products_table.
Spatial coverage : Global
Temporal coverage : from 2000 to present


MODIS-VI1#

Source : USGS#

Description : The MODIS Vegetation Indices Version 6 product provides a Vegetation Index (VI) value at a per pixel basis. There are 2 primary vegetation layers. The algorithm for this product chooses the best available pixel value from all the acquisitions from the 16 day period. The criteria used is low clouds, low view angle and the highest NDVI/EVI value. The first is the Normalized Difference Vegetation Index (NDVI), which is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), which has improved sensitivity over high biomass regions. Information on each individual MODIS Vegetation Indices Product along with improvements/changes for Version 6 are available at: https://lpdaac.usgs.gov/dataset_discovery/modis_products_table.
Spatial coverage : Global
Temporal coverage : from 2000 to present


MODIS-VI2#

Source : USGS#

Description : The MODIS Vegetation Indices Version 6 product provides a Vegetation Index (VI) value at a per pixel basis. There are 2 primary vegetation layers. The algorithm for this product chooses the best available pixel value from all the acquisitions from the 16 day period. The criteria used is low clouds, low view angle and the highest NDVI/EVI value. The first is the Normalized Difference Vegetation Index (NDVI), which is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), which has improved sensitivity over high biomass regions. Information on each individual MODIS Vegetation Indices Product along with improvements/changes for Version 6 are available at: https://lpdaac.usgs.gov/dataset_discovery/modis_products_table.
Spatial coverage : Global
Temporal coverage : from 2000 to present


MODIS-VI3#

Source : USGS#

Description : The MODIS Vegetation Indices Version 6 product provides a Vegetation Index (VI) value at a per pixel basis. There are 2 primary vegetation layers. The algorithm for this product chooses the best available pixel value from all the acquisitions from the 16 day period. The criteria used is low clouds, low view angle and the highest NDVI/EVI value. The first is the Normalized Difference Vegetation Index (NDVI), which is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), which has improved sensitivity over high biomass regions. Information on each individual MODIS Vegetation Indices Product along with improvements/changes for Version 6 are available at: https://lpdaac.usgs.gov/dataset_discovery/modis_products_table.
Spatial coverage : Global
Temporal coverage : from 2000 to present


MONITOR-E#

Source : FedEO (EOP)#

Description : Monitor-E is a Russian Earth observation mission of KhSC (Khrunichev Space Center) on a small-class generic satellite series. The objectives are to use the panchromatic and multispectral imagery for a wide spectrum of applications such as in agriculture, forestry, environmental monitoring, geological mapping and prospecting of natural resources, and risk management. (Source http://gcmdservices.gsfc.nasa.gov/static/kms/platforms/platforms.rdf).
Spatial coverage : Global
Temporal coverage : from 2006 to 2008


Source : FedEO (NASA_CMR)#

Description : On the background of these requirements for sensor calibration, intercalibration and product validation, the subgroup on Calibration and Validation of the Committee on Earth Observing System (CEOS) formulated the following recommendation during the plenary session held in China at the end of 2004, with the goal of setting-up and operating an internet based system to provide sensor data, protocols and guidelines for these purposes:Background:Reference Datasets are required to support the understanding of climate change and quality assure operational services by Earth Observing satellites. The data from different sensors and the resulting synergistic data products require a high level of accuracy that can only be obtained through continuous traceable calibration and validation activities.Requirement:Initiate an activity to document a reference methodology to predict Top of Atmosphere (TOA) radiance for which currently flying and planned wide swath sensors can be intercompared, i.e. define a standard for traceability. Also create and maintain a fully accessible web page containing, on an instrument basis, links to all instrument characteristics needed for intercomparisons as specified above, ideally in a common format. In addition, create and maintain a database (e.g. SADE) of instrument data for specific vicarious calibration sites, including site characteristics, in a common format. Each agency is responsible for providing data for their instruments in this common format. Recommendation : The required activities described above should be supported for an implementation period of two years and a maintenance period over two subsequent years. The CEOS should encourage a member agency to accept the lead role in supporting this activity. CEOS should request all member agencies to support this activity by providing appropriate information and data in a timely manner.Pseudo-Invariant Calibration Sites (PICS):Algeria 3 is one of six CEOS reference Pseudo-Invariant Calibration Sites (PICS) that are CEOS Reference Test Sites. Besides the nominally good site characteristics (temporal stability, uniformity, homogeneity, etc.), these six PICS were selected by also taking into account their heritage and the large number of datasets from multiple instruments that already existed in the EO archives and the long history of characterization performed over these sites. The PICS have high reflectance and are usually made up of sand dunes with climatologically low aerosol loading and practically no vegetation. Consequently, these PICS can be used to evaluate the long-term stability of instrument and facilitate inter-comparison of multiple instruments.
Spatial coverage : Global
Temporal coverage : from 1972 to present


NigeriaSat-1#

Source : FedEO (NASA_CMR)#

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 : Global
Temporal coverage : from 2007 to 2007


Nimbus-4#

Source : FedEO (NASA_CMR)#

Description : The Nimbus-4 BUV Level-1 Dark Current Study Master Data is derived from the BUV Level 1 Radiance (RUT) product and contains the geophysical indices and classification, geographic and geomagnetic coordinates, solar magnetic parameters and angles; monochromator and photometer pulse count and analog data, and energetic trapped particles. There is one-to-one correspondence between this product and the dark current working data files, the difference is the working product data have been filtered.

The data were originally created on IBM 360 machines and archived on magnetic tapes. The data have been restored from the tapes and are now archived on disk in their original IBM binary file format. Each file contains about one orbit of data from the nighttime descending node. The data files consist of 140 4-byte word records which are blocked with up to 25 records. The average size of an orbit file is 480 kB.

This product was previously available from the NSSDC with the identifier ESAC-00045 (old ID 70-025A-05H).

Spatial coverage : Global
Temporal coverage : from 1970 to 1971


OceanSat-2#

Source : EO-CAT (NRT)#

Description : ESA, in collaboration with GAF AG, acquires and process every day OceanSat-2 passes over Neutrelitz reception station from 1 January 2016. All passes are systematically processed to levels 1B, 2B and 2C, and available for 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
Spatial coverage : Europe
Temporal coverage : from 2015 to present


PLEIADES#

Source : FedEO (CNES_THEIA)#

Description : The Pleiades 'User Thematic Commissioning' project follows the Orfeo preparatory program designed to prepare the institutional and scientific community in the use of very high resolution images provided by the Pleiades satellites. It extends from the launch of Pleiades 1A until mid-2014, with the aim to validate and consolidate the results of the preparatory program. In this context, numerous images will be acquired and made available to users who in turn will provide premium products from their studies.
Spatial coverage : Global
Temporal coverage : from 2011 to present


Source : FedEO (PESA)#

Description : The Pleiades ESA archive is a dataset of Pleiades-1A and 1B products that ESA collected over the years. The dataset regularly grows as ESA collects new Pleiades products. Pleiades Primary, Projected and Ortho products are available in the following modes: • Panchromatic image at 0.5m resolution • Pansharpened colour image at 0.5m resolution • Multispectral image in 4 spectral bands at 2m resolution • Bundle (0.5m panchromatic image + 2m multispectral image)
Spatial coverage : Global
Temporal coverage : from 2011 to present


PROBA-1#

Source : EO-CAT (CHRIS)#

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.
Spatial coverage : World
Temporal coverage : from 2002 to present


Source : EO-CAT (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.
Spatial coverage : World
Temporal coverage : from 2002 to present


Source : FedEO (CHRIS)#

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.
Spatial coverage : Global
Temporal coverage : from 2002 to present


Source : FedEO (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.
Spatial coverage : Global
Temporal coverage : from 2002 to present


Source : FedEO (NASA_CMR)#

Description : On the background of these requirements for sensor calibration, intercalibration and product validation, the subgroup on Calibration and Validation of the Committee on Earth Observing System (CEOS) formulated the following recommendation during the plenary session held in China at the end of 2004, with the goal of setting-up and operating an internet based system to provide sensor data, protocols and guidelines for these purposes:Background:Reference Datasets are required to support the understanding of climate change and quality assure operational services by Earth Observing satellites. The data from different sensors and the resulting synergistic data products require a high level of accuracy that can only be obtained through continuous traceable calibration and validation activities.Requirement:Initiate an activity to document a reference methodology to predict Top of Atmosphere (TOA) radiance for which currently flying and planned wide swath sensors can be intercompared, i.e. define a standard for traceability. Also create and maintain a fully accessible web page containing, on an instrument basis, links to all instrument characteristics needed for intercomparisons as specified above, ideally in a common format. In addition, create and maintain a database (e.g. SADE) of instrument data for specific vicarious calibration sites, including site characteristics, in a common format. Each agency is responsible for providing data for their instruments in this common format. Recommendation : The required activities described above should be supported for an implementation period of two years and a maintenance period over two subsequent years. The CEOS should encourage a member agency to accept the lead role in supporting this activity. CEOS should request all member agencies to support this activity by providing appropriate information and data in a timely manner.Pseudo-Invariant Calibration Sites (PICS):Algeria 3 is one of six CEOS reference Pseudo-Invariant Calibration Sites (PICS) that are CEOS Reference Test Sites. Besides the nominally good site characteristics (temporal stability, uniformity, homogeneity, etc.), these six PICS were selected by also taking into account their heritage and the large number of datasets from multiple instruments that already existed in the EO archives and the long history of characterization performed over these sites. The PICS have high reflectance and are usually made up of sand dunes with climatologically low aerosol loading and practically no vegetation. Consequently, these PICS can be used to evaluate the long-term stability of instrument and facilitate inter-comparison of multiple instruments.
Spatial coverage : Global
Temporal coverage : from 1972 to present


PROBA-V#

Source : FedEO (NASA_CMR)#

Description : The Proba-V VEGETATION Raw products (Level 1C/P) and synthesis products (Level 3, S1 = daily, S5 = 5 days, S10 = decade) ensure coverage of all significant landmasses worldwide with, in the case of a 10-day synthesis product, a minimum effect of cloud cover, resulting from selection of cloud-free acquisitions during the 10-day period. It ensures a daily coverage between Lat. 35°N and 75°N, and between 35°S and 56°S, and a full coverage every two days at equator. The VEGETATION instrument is pre-programmed with an indefinite repeated sequence of acquisitions. This nominal acquisition scenario allows a continuous series of identical products to be generated, aiming to map land cover and vegetation growth across the entire planet every two days.Products overview • Projection: Plate carrée projection • Spectral bands: All 4 + NDVI • Format: HDF5 & GeoTiFF The Proba-V VEGETATION Level 3 synthesis products are divided into so called granules, each measuring 10 degrees x 10 degrees, each granule being delivered as a single file. Level 3 products are: - Syntesys S1, with resolution 100m (TOA, TOC and TOC NDVI reflectance), 333m (TOA and TOC reflectance) and 1km (TOA and TOC reflectance) - Syntesys S5, with resolution 100m (TOA, TOC and TOC NDVI reflectance) - Syntesys S10, with resolution 333m (TOC and TOC NDVI reflectance) and 1km (TOC and TOC NDVI reflectance)
Spatial coverage : Global
Temporal coverage : from 2013 to present


Source : FedEO (VITO)#

Description : Level 3 data products are variables mapped on uniform space-time grid scales and are the result of combining multiple scenes (e.g. S1/S10) to cover the user̢۪s region of interest.
Spatial coverage : Global
Temporal coverage : from 2013 to 2018


Source : FedEO (no_named_collections_set_1)#

Description : Level 3 data products are variables mapped on uniform space-time grid scales and are the result of combining multiple scenes (e.g. S1/S10) to cover the user’s region of interest.
Spatial coverage : Global
Temporal coverage : from 2013 to 2018


PlanetScope#

Source : FedEO (NASA_CMR)#

Description : The PlanetScope Level 1B Basic Scene and Level 3B Ortho Scene full archive products are available as part of Planet imagery offer. The PlanetScope Basic Scene product is a Scaled Top of Atmosphere Radiance (at sensor) and sensor corrected product, without correction for any geometric distortions inherent in the imaging processes and is not mapped to a cartographic projection. The imagery data is accompanied by Rational Polynomial Coefficients (RPCs) to enable orthorectification by the user. This kind of product is designed for users with advanced image processing and geometric correction capabilities. Basic Scene Product Components and Format Product Components: - Image File (GeoTIFF format) - Metadata File (XML format) - Rational Polynomial Coefficients (XML format) - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM File (GeoTIFF format) - Usable Data Mask UDM2 File (GeoTIFF format) Bands: 3-band natural color (red, green, blue) or 4-band multispectral image (blue, green, red, near-infrared) Ground Sampling Distance: 3.7 m at nadir (average at reference altitude 475 km) Accuracy: <10 m RMSE The PlanetScope Ortho Scene product is radiometrically-, sensor- and geometrically- corrected and is projected to a cartographic map projection. The geometric correction uses fine Digital Elevation Models (DEMs) with a post spacing of between 30 and 90 meters. Ortho Scene Product Components and Format Product Components: - Image File (GeoTIFF format) - Metadata File (XML format) - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM File (GeoTIFF format) - Usable Data Mask UDM2 File (GeoTIFF format) Bands: 3-band natural color (red, green, blue) Ground Sampling Distance: 3.7 m at nadir (average at reference altitude 475 km) Projection: UTM WGS84 Accuracy: <10 m RMSE PlanetScope Visual Ortho Scene product is orthorectified and color-corrected (using a colour curve) 3-band RGB Imagery. This correction attempts to optimize colors as seen by the human eye providing images as they would look if viewed from the perspective of the satellite PlanetScope Analytic Ortho Scene product is orthorectified, 4-band BGRN Imagery with geometric, radiometric and atmospheric correction. This data is optimal for value-added image processing such as land cover classifications. Visual & Analytic Ortho Product Components and Format Product Components: - Image File (GeoTIFF format) - Metadata File (XML format) - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM File (GeoTIFF format) - Usable Data Mask UDM2 File (GeoTIFF format) Bands: 3-band multispectral image (red, green, blue) or 4-band multispectral image (blue, green, red, near-infrared) Ground Sampling Distance: 3.7 m at nadir (average at reference altitude 475 km) Projection: UTM WGS84 Accuracy: <10 m RMSE • The products are available as part of the Planet provision from RapidEye, Skysat and PlanetScope constellations. PlanetScope collection has worldwide coverage: the Planet Explorer Catalogue (https://www.planet.com/explorer/) can be accessed (Planet registration requested) to discover and check the data readiness. All details about the data provision, data access conditions and quota assignment procedure are described into the Terms of Applicability available in Resources section.
Spatial coverage : Global
Temporal coverage : from 2016 to present


Pleiades#

Source : THEIA#

Description : The Pleiades 'User Thematic Commissioning' project follows the Orfeo preparatory program designed to prepare the institutional and scientific community in the use of very high resolution images provided by the Pleiades satellites. It took place from 2012 until mid-2014, with the aim to validate and consolidate the results of the preparatory program. In this context, numerous images were acquired and can be shared within French institutional users. Data are in the official distribution format DIMAP-V2 and the level of preocessing is either PRIMARY or ORTHO.
Spatial coverage : Africa, Asia, Europe, North America, Oceania, Seven seas (open ocean), South America
Temporal coverage : from 2012 to 2014


Pleiades-1A#

Source : EO-CAT (PESA)#

Description : The Pleiades ESA archive is a dataset of Pleiades-1A and 1B products that ESA collected over the years. The dataset regularly grows as ESA collects new Pleiades products. Pleiades Primary, Projected and Ortho products are available in the following modes: • Panchromatic image at 0.5m resolution • Pansharpened colour image at 0.5m resolution • Multispectral image in 4 spectral bands at 2m resolution • Bundle (0.5m panchromatic image + 2m multispectral image)
Spatial coverage : World
Temporal coverage : from 2011 to present


Source : FedEO (PESA)#

Description : The Pleiades ESA archive is a dataset of Pleiades-1A and 1B products that ESA collected over the years. The dataset regularly grows as ESA collects new Pleiades products. Pleiades Primary, Projected and Ortho products are available in the following modes: • Panchromatic image at 0.5m resolution • Pansharpened colour image at 0.5m resolution • Multispectral image in 4 spectral bands at 2m resolution • Bundle (0.5m panchromatic image + 2m multispectral image)
Spatial coverage : Global
Temporal coverage : from 2011 to present


Pleiades-1B#

Source : EO-CAT (PESA)#

Description : The Pleiades ESA archive is a dataset of Pleiades-1A and 1B products that ESA collected over the years. The dataset regularly grows as ESA collects new Pleiades products. Pleiades Primary, Projected and Ortho products are available in the following modes: • Panchromatic image at 0.5m resolution • Pansharpened colour image at 0.5m resolution • Multispectral image in 4 spectral bands at 2m resolution • Bundle (0.5m panchromatic image + 2m multispectral image)
Spatial coverage : World
Temporal coverage : from 2011 to present


Source : FedEO (PESA)#

Description : The Pleiades ESA archive is a dataset of Pleiades-1A and 1B products that ESA collected over the years. The dataset regularly grows as ESA collects new Pleiades products. Pleiades Primary, Projected and Ortho products are available in the following modes: • Panchromatic image at 0.5m resolution • Pansharpened colour image at 0.5m resolution • Multispectral image in 4 spectral bands at 2m resolution • Bundle (0.5m panchromatic image + 2m multispectral image)
Spatial coverage : Global
Temporal coverage : from 2011 to present


QUICKBIRD#

Source : FedEO (EOP)#

Description : This collection provides access to images archived at ROSCOSMOS for Quickbird mission
Spatial coverage : Global
Temporal coverage : from 2001 to present


Source : FedEO (NASA_CMR)#

Description : This data set provides the results of (1) field measurements of woody vegetation (shrubs) at 26 diverse sites across the North Slope of Alaska during 2010 and 2011, (2) field-based statistical estimates of site shrub structural characteristics, (3) high-resolution panchromatic satellite imagery-based estimates of field site shrub characteristics using the Canopy Analysis with Panchromatic Imagery (CANAPI) model, and (4) adjusted CANAPI estimates of shrub characteristics at 1,013 selected sites widely distributed across the North Slope.
Spatial coverage : Global
Temporal coverage : from 2010 to 2011


QuickBird-2#

Source : FedEO (NASA_CMR)#

Description : This data set contains 8-meter Digital Elevation Model (DEM) mosaics of high mountain Asia glacier and snow regions generated from very-high-resolution (VHR) commercial satellite imagery.
Spatial coverage : Global
Temporal coverage : from 2002 to 2016


RESURS-DK1#

Source : FedEO (EOP)#

Description : This collection provides access to Geoton-L1 multispectral images from Resurs-DK archived at ROSCOSMOS.
Spatial coverage : Global
Temporal coverage : from 2006 to present


RESURS-P1#

Source : FedEO (EOP)#

Description : This collection provides access to Hyperspectral images from Resurs-P N1 archived at ROSCOSMOS.
Spatial coverage : Global
Temporal coverage : from 2013 to present


RESURS-P2#

Source : FedEO (EOP)#

Description : This collection provides access to Hyperspectral images from Resurs-P N2 archived at ROSCOSMOS.
Spatial coverage : Global
Temporal coverage : from 2013 to present


RapidEye#

Source : EO-CAT (no_named_collections_set_1)#

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.
Spatial coverage : World
Temporal coverage : from 2009 to present


Source : FedEO (EOP)#

Description : This collection provides access to images archived at ROSCOSMOS for RAPIDEYE mission.
Spatial coverage : Global
Temporal coverage : from 2009 to present


Source : FedEO (NASA_CMR)#

Description : On the background of these requirements for sensor calibration, intercalibration and product validation, the subgroup on Calibration and Validation of the Committee on Earth Observing System (CEOS) formulated the following recommendation during the plenary session held in China at the end of 2004, with the goal of setting-up and operating an internet based system to provide sensor data, protocols and guidelines for these purposes:Background:Reference Datasets are required to support the understanding of climate change and quality assure operational services by Earth Observing satellites. The data from different sensors and the resulting synergistic data products require a high level of accuracy that can only be obtained through continuous traceable calibration and validation activities.Requirement:Initiate an activity to document a reference methodology to predict Top of Atmosphere (TOA) radiance for which currently flying and planned wide swath sensors can be intercompared, i.e. define a standard for traceability. Also create and maintain a fully accessible web page containing, on an instrument basis, links to all instrument characteristics needed for intercomparisons as specified above, ideally in a common format. In addition, create and maintain a database (e.g. SADE) of instrument data for specific vicarious calibration sites, including site characteristics, in a common format. Each agency is responsible for providing data for their instruments in this common format. Recommendation : The required activities described above should be supported for an implementation period of two years and a maintenance period over two subsequent years. The CEOS should encourage a member agency to accept the lead role in supporting this activity. CEOS should request all member agencies to support this activity by providing appropriate information and data in a timely manner.Pseudo-Invariant Calibration Sites (PICS):Algeria 3 is one of six CEOS reference Pseudo-Invariant Calibration Sites (PICS) that are CEOS Reference Test Sites. Besides the nominally good site characteristics (temporal stability, uniformity, homogeneity, etc.), these six PICS were selected by also taking into account their heritage and the large number of datasets from multiple instruments that already existed in the EO archives and the long history of characterization performed over these sites. The PICS have high reflectance and are usually made up of sand dunes with climatologically low aerosol loading and practically no vegetation. Consequently, these PICS can be used to evaluate the long-term stability of instrument and facilitate inter-comparison of multiple instruments.
Spatial coverage : Global
Temporal coverage : from 1972 to present


Source : FedEO (no_named_collections_set_1)#

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
Spatial coverage : Global
Temporal coverage : from 2012 to 2015


SORCE#

Source : FedEO (NASA_CMR)#

Description : The SORCE Combined XPS, SOLSTICE, and SIM Solar Spectral Irradiance 24-Hour Means product consists of daily averages of the solar spetra from 0.1 to 2412 nm. The SORCE instruments make measurements during each daytime orbit portion, 15 orbits per day. This product combines data from the XPS, SOLSTICE and SIM instruments and merges them into a daily averaged solar spectra. The spectral resolution of SIM varies between 1-34 nm, SOLSTICE is 1 nm, and XPS is 7 nm.

The SORCE combined data are arranged in a single file in a tabular ASCII text file which can be easily read into a spreadsheet application. The columns contain the date (calendar and Julian Day), min wavelength, max wavelength, instrument mode, input data version, spectral irradiance, irradiance uncertainty, and a data quality flag. Each row represents a separate day and wavelength.

Spatial coverage : Global
Temporal coverage : from 2003 to 2020


SPOT#

Source : FedEO (CNES_TAKE5)#

Description : SPOT (Satellite Probatoire d'Observation de la Terre) is the government sponsored civil Earth observation program, support from Belgium and Sweden. A single SPOT satellite complete coverage of the Earth every 26 days. Image from SPOT are handled by a commercial entity,Image Corp. Spacecraft payload includes two HRVIR (High Resolution Visible - Infrared) pushbrrom imaging instruments.HRVIR is derived from the HRV instruments on SPOT 1-3. This system will provide 10 m resolution in the panchromatic band and 20 m resolution in the multispectral bands. HRVIR includes a new medium IR channel to support vegetation analysis and harvest forecasting. The HRVIRs are steerable to within 27 deg off-nadir. Each HRVIR has a swath width of 60 km. The Vegetation Monitoring instrument has 1 km resolution in the same bands as the HRVIR. Additional information available at 'http://samadhi.jpl.nasa.gov/msl/QuickLooks/spot4QL.html'.
Spatial coverage : Global
Temporal coverage : from 1998 to 2013


Source : FedEO (CNES_THEIA)#

Description : Multispectral decametric images from the Spot 1-5 archive of more than 5 years old, acquired in the framework of the Spot World Heritage programme, based on a partnership between CNES and Airbus Defence and Space. The images are available on a free and open basis for any user, provided usage is non-commercial
Spatial coverage : Global
Temporal coverage : from 2000 to present


Source : FedEO (EOP)#

Description : This collection provides access to images archived at ROSCOSMOS for SPOT mission
Spatial coverage : Global
Temporal coverage : from 1986 to present


Source : FedEO (Image2006)#

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 : Global
Temporal coverage : from 2005 to 2007


Source : FedEO (SPOT)#

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.
Spatial coverage : Global
Temporal coverage : from 1986 to 2015


Source : FedEO (VITO)#

Description : VGT-S1 products (daily synthesis) are composed of the 'Best available' ground reflectance measurements of all segments received during one day for the entire surface of the Earth. This is done for each of the images covering the same geographical area. The areas distant from the equator have more overlapping parts so the choice for the best pixel will be out of more data. These products provide data from all spectral bands, the NDVI and auxiliary data on image acquisition parameters. The VEGETATION instrument is operational since April 1998, first with VGT1, from March 2003 onwards, with VGT2. More information is available on: https://www.vito-eodata.be/PDF/image/faq_help/Faq.html#SPOT-VEGETATION
Spatial coverage : Global
Temporal coverage : from 1998 to 2014


SPOT 1#

Source : EO-CAT (SPOT1-5)#

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.
Spatial coverage : World
Temporal coverage : from 1986 to 2015


Source : FedEO (CNES_THEIA)#

Description : Multispectral decametric images from the Spot 1-5 archive of more than 5 years old, acquired in the framework of the Spot World Heritage programme, based on a partnership between CNES and Airbus Defence and Space. The images are available on a free and open basis for any user, provided usage is non-commercial
Spatial coverage : Global
Temporal coverage : from 2000 to present


Source : FedEO (SPOT1-5)#

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.
Spatial coverage : Global
Temporal coverage : from 1986 to 2015


SPOT 2#

Source : EO-CAT (SPOT1-5)#

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.
Spatial coverage : World
Temporal coverage : from 1986 to 2015


Source : FedEO (CNES_THEIA)#

Description : Multispectral decametric images from the Spot 1-5 archive of more than 5 years old, acquired in the framework of the Spot World Heritage programme, based on a partnership between CNES and Airbus Defence and Space. The images are available on a free and open basis for any user, provided usage is non-commercial
Spatial coverage : Global
Temporal coverage : from 2000 to present


Source : FedEO (SPOT1-5)#

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.
Spatial coverage : Global
Temporal coverage : from 1986 to 2015


SPOT 3#

Source : EO-CAT (SPOT1-5)#

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.
Spatial coverage : World
Temporal coverage : from 1986 to 2015


Source : FedEO (SPOT1-5)#

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.
Spatial coverage : Global
Temporal coverage : from 1986 to 2015


SPOT 4#

Source : EO-CAT (Image2006)#

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 : Europe
Temporal coverage : from 2005 to 2007


Source : EO-CAT (SPOT1-5)#

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.
Spatial coverage : Europe
Temporal coverage : from 1986 to 2015


Source : FedEO (CNES_TAKE5)#

Description : SPOT (Satellite Probatoire d'Observation de la Terre) is the government sponsored civil Earth observation program, support from Belgium and Sweden. A single SPOT satellite complete coverage of the Earth every 26 days. Image from SPOT are handled by a commercial entity,Image Corp. Spacecraft payload includes two HRVIR (High Resolution Visible - Infrared) pushbrrom imaging instruments.HRVIR is derived from the HRV instruments on SPOT 1-3. This system will provide 10 m resolution in the panchromatic band and 20 m resolution in the multispectral bands. HRVIR includes a new medium IR channel to support vegetation analysis and harvest forecasting. The HRVIRs are steerable to within 27 deg off-nadir. Each HRVIR has a swath width of 60 km. The Vegetation Monitoring instrument has 1 km resolution in the same bands as the HRVIR. Additional information available at 'http://samadhi.jpl.nasa.gov/msl/QuickLooks/spot4QL.html'.
Spatial coverage : Global
Temporal coverage : from 1998 to 2013


Source : FedEO (CNES_THEIA)#

Description : Multispectral decametric images from the Spot 1-5 archive of more than 5 years old, acquired in the framework of the Spot World Heritage programme, based on a partnership between CNES and Airbus Defence and Space. The images are available on a free and open basis for any user, provided usage is non-commercial
Spatial coverage : Global
Temporal coverage : from 2000 to present


Source : FedEO (Image2006)#

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 : Global
Temporal coverage : from 2005 to 2007


Source : FedEO (SPOT1-5)#

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.
Spatial coverage : Global
Temporal coverage : from 1986 to 2015


Source : FedEO (VITO)#

Description : VGT-S1 products (daily synthesis) are composed of the 'Best available' ground reflectance measurements of all segments received during one day for the entire surface of the Earth. This is done for each of the images covering the same geographical area. The areas distant from the equator have more overlapping parts so the choice for the best pixel will be out of more data. These products provide data from all spectral bands, the NDVI and auxiliary data on image acquisition parameters. The VEGETATION instrument is operational since April 1998, first with VGT1, from March 2003 onwards, with VGT2. More information is available on: https://www.vito-eodata.be/PDF/image/faq_help/Faq.html#SPOT-VEGETATION
Spatial coverage : Global
Temporal coverage : from 1998 to 2014


SPOT 5#

Source : EO-CAT (Image2006)#

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 : Europe
Temporal coverage : from 2005 to 2007


Source : EO-CAT (SPOT1-5)#

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.
Spatial coverage : Europe
Temporal coverage : from 1986 to 2015


Source : FedEO (CNES_TAKE5)#

Description : Spot 5 is a French (CNES), Earth-imaging, three tonne satellite that was launched by an Ariane 42P rocket from Kourou at 00:31:00 UT on 4 May 2002. Its planar and stereoscopic relief images at about three meter resolution will be marketed for civilian and military uses, for cartographic and vegetation analyses. Panchromatic (at 2.5 m resolution) as well as multispectral images (at 10 m resolution) could be obtained. The position of the satellite, and hence the location of the images could be determined at 15 m accuracy by means of the DORIS position determination instrument. Extensive information on the instruments and data products is available via http://www.spotimage.com/.
Spatial coverage : Global
Temporal coverage : from 2002 to present


Source : FedEO (CNES_THEIA)#

Description : Multispectral decametric images from the Spot 1-5 archive of more than 5 years old, acquired in the framework of the Spot World Heritage programme, based on a partnership between CNES and Airbus Defence and Space. The images are available on a free and open basis for any user, provided usage is non-commercial
Spatial coverage : Global
Temporal coverage : from 2000 to present


Source : FedEO (EOP)#

Description : This collection provides access to images archived at ROSCOSMOS for SPOT-5 mission
Spatial coverage : Global
Temporal coverage : from 2002 to present


Source : FedEO (Image2006)#

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 : Global
Temporal coverage : from 2005 to 2007


Source : FedEO (SPOT1-5)#

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.
Spatial coverage : Global
Temporal coverage : from 1986 to 2015


Source : FedEO (VITO)#

Description : VGT-S1 products (daily synthesis) are composed of the 'Best available' ground reflectance measurements of all segments received during one day for the entire surface of the Earth. This is done for each of the images covering the same geographical area. The areas distant from the equator have more overlapping parts so the choice for the best pixel will be out of more data. These products provide data from all spectral bands, the NDVI and auxiliary data on image acquisition parameters. The VEGETATION instrument is operational since April 1998, first with VGT1, from March 2003 onwards, with VGT2. More information is available on: https://www.vito-eodata.be/PDF/image/faq_help/Faq.html#SPOT-VEGETATION
Spatial coverage : Global
Temporal coverage : from 1998 to 2014


SPOT 6#

Source : EO-CAT (SPOT-6)#

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, Projected and Ortho products are 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 : World
Temporal coverage : from 2012 to present


Source : FedEO (Image2006)#

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 : Global
Temporal coverage : from 2005 to 2007


Source : FedEO (SPOT-6)#

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, Projected and Ortho products are 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 : Global
Temporal coverage : from 2012 to present


SPOT 7#

Source : EO-CAT (SPOT-6)#

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, Projected and Ortho products are 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 : World
Temporal coverage : from 2012 to present


Source : FedEO (SPOT-6)#

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, Projected and Ortho products are 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 : Global
Temporal coverage : from 2012 to present


SPOT-2#

Source : FedEO (NASA_CMR)#

Description : For BOREAS, the level-3s SPOT data, along with the other remotely sensed images,were collected in order to provide spatially extensive information over the primary study areas. This information includes radiant energy, detailed landcover, and biophysical parameter maps such as FPAR and LAI. The SPOT images acquired for the BOREAS project were selected primarily to fill temporal gaps in the Landsat TM image data collection.
Spatial coverage : Global
Temporal coverage : from 1994 to 1996


SPOT-4#

Source : FedEO (NASA_CMR)#

Description : The Doppler Orbitography by Radiopositioning Integrated on Satellite (DORIS) was developed by the Centre National d'Etudes Spatiales (CNES) with cooperation from other French government agencies. The system was developed to provide precise orbit determination and high accuracy location of ground beacons for point positioning. DORIS is a dual-frequency Doppler system that has been included as an experiment on various space missions such as TOPEX/Poseidon, SPOT-2, -3, -4, and -5, Envisat, and Jason satellites. Unlike many other navigation systems, DORIS is based on an uplink device. The receivers are on board the satellite with the transmitters are on the ground. This creates a centralized system in which the complete set of observations is downloaded by the satellite to the ground center, from where they are distributed after editing and processing. An accurate measurment is made of the Doppler shift on radiofrequency signals emitted by the ground beacons and received on the spacecraft.
Spatial coverage : Global
Temporal coverage : from 1990 to present


SPOT-5#

Source : FedEO (NASA_CMR)#

Description : The Doppler Orbitography by Radiopositioning Integrated on Satellite (DORIS) was developed by the Centre National d'Etudes Spatiales (CNES) with cooperation from other French government agencies. The system was developed to provide precise orbit determination and high accuracy location of ground beacons for point positioning. DORIS is a dual-frequency Doppler system that has been included as an experiment on various space missions such as TOPEX/Poseidon, SPOT-2, -3, -4, and -5, Envisat, and Jason satellites. Unlike many other navigation systems, DORIS is based on an uplink device. The receivers are on board the satellite with the transmitters are on the ground. This creates a centralized system in which the complete set of observations is downloaded by the satellite to the ground center, from where they are distributed after editing and processing. An accurate measurment is made of the Doppler shift on radiofrequency signals emitted by the ground beacons and received on the spacecraft.
Spatial coverage : Global
Temporal coverage : from 1990 to present


Sentinel-2#

Source : FedEO (CNES_PEPS)#

Description : The SENTINEL-2 mission is a land monitoring constellation of two satellites each equipped with a MSI (Multispectral Imager) instrument covering 13 spectral bands providing high resolution optical imagery (i.e., 10m, 20m, 60 m) every 10 days with one satellite and 5 days with two satellites.
Spatial coverage : Global
Temporal coverage : from 2015 to present


Source : FedEO (ESA_SCIHUB)#

Description : 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 10 days with one satellite and 5 days with 2 satellites, making the data of great use in on-going studies. The satellites are equipped with the state-of-the-art MSI (Multispectral Imager) instrument, that offers high-resolution optical imagery.
Spatial coverage : Global
Temporal coverage : from 2015 to present


Source : FedEO (IPT)#

Description : Sentinel-2 products stored in the catalog provided by the Earth Observation Innovative Platform Testbed Poland. 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 10 days with one satellite and 5 days with 2 satellites, making the data of great use in on-going studies. The satellites are equipped with the state-of-the-art MSI (Multispectral Imager) instrument, that offers high-resolution optical imagery.
Spatial coverage : Global
Temporal coverage : from 2015 to present


Source : FedEO (SENTINEL-HUB)#

Description : Sentinel-2 products stored in the catalog provided by SINERGISE SENTINEL Hub . 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 10 days with one satellite and 5 days with 2 satellites, making the data of great use in on-going studies. The satellites are equipped with the state-of-the-art MSI (Multispectral Imager) instrument, that offers high-resolution optical imagery.
Spatial coverage : Global
Temporal coverage : from 2015 to present


Source : FedEO (VITO)#

Description : LAI was defined by Committee of the Earth Observation System (CEOS) as half the developed area of the convex hull wrapping the green canopy elements per unit horizontal ground. This definition allows accounting for elements which are not flat such as needles or stems. LAI is strongly non linearly related to reflectance. Therefore, its estimation from remote sensing observations will be scale dependant over heterogeneous landscapes. When observing a canopy made of different layers of vegetation, it is therefore mandatory to consider all the green layers. This is particularly important for forest canopies where the understory may represent a very significant contribution to the total canopy LAI. The derived LAI corresponds therefore to the total green LAI, including the contribution of the green elements of the understory. The resulting SENTNEL LAI products are relatively consistent with the actual LAI for low LAI values and ‘non-forest’ surfaces; while for forests, particularly for needle leaf types, significant departures with the true LAI are expected.
Spatial coverage : Global
Temporal coverage : from 2015 to 2021


Source : FedEO (no_named_collections_set_1)#

Description : Sentinel-2 is an Earth observation mission from the Copernicus Programme that systematically acquires optical imagery at high spatial resolution over land and coastal waters.
Spatial coverage : Global
Temporal coverage : unknown


Sentinel-3#

Source : FedEO (CMEMS_MERCATOR)#

Description : '''Short description:''' Altimeter satellite gridded Sea Level Anomalies (SLA) computed with respect to a twenty-year [1993, 2012] mean. The SLA is estimated by Optimal Interpolation, merging the measurement from the different altimeter missions available (see QUID document or http://duacs.cls.fr [http://duacs.cls.fr] pages for processing details). The product gives additional variables (i.e. Absolute Dynamic Topography and geostrophic currents (absolute and anomalies)).This product is processed by the DUACS multimission altimeter data processing system. It serves in near-real time the main operational oceanography and climate forecasting centers in Europe and worldwide. It processes data from all altimeter missions: Jason-3, Sentinel-3A, HY-2A, Saral/AltiKa, Cryosat-2, Jason-2, Jason-1, T/P, ENVISAT, GFO, ERS1/2. It provides a consistent and homogeneous catalogue of products for varied applications, both for near real time applications and offline studies. To produce maps of Sea Level Anomalies (SLA) and Absolute Dynamic Topography (ADT) in delayed-time (REPROCESSED), the system uses the along-track altimeter missions from products called SEALEVELPHY_L3_REP_OBSERVATIONS_008. Finally an Optimal Interpolation is made merging all the flying satellites in order to compute gridded SLA and ADT. The geostrophic currents are derived from sla (geostrophic velocities anomalies, ugosa and vgosa variables) and from adt (absolute geostrophic velicities, ugos and vgos variables). Note that the gridded products can be visualized on the LAS (Live Access Data) Aviso+ web page (http://www.aviso.altimetry.fr/en/data/data-access/las-live-access-server.html [http://www.aviso.altimetry.fr/en/data/data-access/las-live-access-server.html])
Spatial coverage : Global
Temporal coverage : from 1993 to 2020


Source : FedEO (ESA_SCIHUB)#

Description : The main objective of the SENTINEL-3 mission is to measure sea surface topography, sea and land surface temperature, and ocean and land surface colour with high accuracy and reliability to support ocean forecasting systems, environmental monitoring and climate monitoring. This collection represents the Level-1 and Level-2 Full OLCI products. These products include Top-Of-Atmosphere (TOA) radiometric measurements, radiometrically corrected, calibrated and spectrally characterised. It is quality controlled, ortho-geolocated (latitude and longitude coordinates, altitude) and annotated with satellite position and pointing, landmarks and preliminary pixel classification (e.g. land/water/cloud masks). Products are generated in FR (300 m) for the whole globe with the same coverage. This collection also provides SAR Radar Altimeter (SRAL) level-1 products and land products level-2 (SR_2_LAN) products and SLSTR products.
Spatial coverage : Global
Temporal coverage : from 2016 to present


Source : FedEO (NASA_CMR_EO_EUM_DAT_SENTINEL-3)#

Description : SLSTR SST has a spatial resolution of 1km at nadir. All Sentinel-3 NRT products are available at pick-up point in less than 3h. Skin Sea Surface Temperature following the GHRSST L2P GDS2 format specification, see https://www.ghrsst.org/ . Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.
Spatial coverage : Global
Temporal coverage : from 2017 to present


Sentinel-3A#

Source : FedEO (NASA_CMR)#

Description : Doppler Orbitography by Radiopositioning Integrated on Satellite (DORIS) Cumulative Station Position Product from the NASA Crustal Dynamics Data Information System (CDDIS). DORIS is a dual-frequency Doppler system consisting of a receiver flying aboard a satellite and a globally distributed network of ground beacons. The DORIS receiver on-board the orbiting satellite tracks the dual-frequency radio signals transmitted by the network of ground beacons and generates the DORIS data. A measurement is made of either the Doppler shift or absolute phase as the satellite’s orbit moves over the ground-based beacon. DORIS data records contain a time-tagged range-rate measurement with associated ancillary information. DORIS observations from a global network can be utilized for a variety of products. Analysis Centers (ACs) of the International DORIS Service (IDS) retrieve DORIS data on a regular basis to compute station position solutions for the DORIS beacons supporting the IDS network. The IDS Analysis Center Coordinator combines these individual AC solutions to generate a long-term DORIS position and velocity cumulative solution through a piecewise linear (position+velocity) model to describe the station motions. The cumulative position and velocity solution is obtained from the stacking of the weekly solution files and is then aligned to the current ITRF. The residuals of this stacking are of particular interest since they depict non-linear station motions.
Spatial coverage : Global
Temporal coverage : from 1992 to present


Sentinel-3B#

Source : FedEO (NASA_CMR)#

Description : Doppler Orbitography by Radiopositioning Integrated on Satellite (DORIS) Data (multi-day files) from the NASA Crustal Dynamics Data Information System (CDDIS). DORIS is a dual-frequency Doppler system consisting of a receiver flying aboard a satellite and a globally distributed network of ground beacons. The DORIS receiver on-board the orbiting satellite tracks the dual-frequency radio signals transmitted by the network of ground beacons and generates the DORIS data. A measurement is made of either the Doppler shift or absolute phase as the satellite’s orbit moves over the ground-based beacon. DORIS data records contain a time-tagged range-rate measurement with associated ancillary information. The data records also contain information about any corrections that may have been applied during the processing phase, such as for the ionosphere, troposphere, and satellite center of mass, among others. Furthermore, meteorological measurements (e.g., temperature, relative humidity, ground pressure) recorded by instruments co-located with the ground-based beacons are included with the DORIS data and can be used to determine the tropospheric correction. DORIS data in the original format are also supplied to the data center in multi-day files, corresponding to the mission’s data processing arc, and are forwarded approximately 20 days after the end of the last observation day contained in the file. More information about these data is available on the CDDIS website at https://cddis.nasa.gov/Data_and_Derived_Products/DORIS/DORIS_data_holdings.html.
Spatial coverage : Global
Temporal coverage : from 1992 to present


Sentinel-5P#

Source : FedEO (ESA_SCIHUB_PREOPS)#

Description : The Sentinel-5P data offer for the Pre-Operations Open Access Hub consists of Level-1B and Level-2 user products for the TROPOMI instrument.
Spatial coverage : Global
Temporal coverage : from 2017 to present


Source : FedEO (NASA_CMR)#

Description : This dataset provides estimated solar-induced chlorophyll fluorescence (SIF) of specific vegetation types and total SIF under clear-sky and real/cloudy conditions at a resolution of 4 km for the Midwest USA. The estimates are 8-day averaged daily means over the 2018 crop growing season for the time period 2018-05-01 to 2018-09-29. SIF of a specific vegetation type (i.e., corn, soybean, grass/pasture, forest) was expressed as the product of photosynthetically active radiation (PAR), the fraction of photosynthetically active radiation absorbed by the canopy (fPAR), and canopy SIF yield (SIFyield) for each vegetation type. Uncertainty of each variable was also calculated and is provided. These components of the SIF model were derived using a TROPOspheric Monitoring Instrument (TROPOMI) dataset, the USDA National Agricultural Statistics Service Cropland Data Layer, and the MODIS MCD15A2H 8-day 500 m fPAR product. These data could be used to improve estimates of vegetation productivity and vegetation stress.
Spatial coverage : Global
Temporal coverage : from 2018 to 2018


Source : FedEO (VITO)#

Description : Contains binned Level-2 TROPOMI NO2 retrievals. The L3 binning algorithm weighs individual pixels with the overlap area of the pixel and the Level-3 grid cell. The weighing and count vectors are used to apply this weighted average consistently, see http://stcorp.github.io/harp/doc/html/libharp_product.html?
Spatial coverage : Global
Temporal coverage : from 2019 to 2025


Sentinel2#

Source : Amazon Web Services#

Description : Sentinel 2 data is available for anyone to use via Amazon S3. All Sentinel 2 scenes are available from the start of imagery capture. All new Sentinel 2 scenes are made available each day, often within few hours after they are available on Copernicus OpenHub.
Spatial coverage : Global
Temporal coverage : from 2015 to present


Source : Creo DIAS#

Description : The collection consists of all Sentinel-2 Level 1 products covering whole observation area (global) since 2016-10-18. The Sentinel-2 is a wide-swath, high-resolution, multi-spectral imaging mission, supporting Copernicus Land Monitoring studies, including the monitoring of vegetation, soil and water cover, as well as observation of inland waterways and coastal areas.
Spatial coverage : Global
Temporal coverage : from 2015 to present


Source : LSA Data Center#

Description : Luxemburg Sentinel-2 Archive
Spatial coverage : Global
Temporal coverage : from 2015 to present


Source : Mundi DIAS#

Description : Provides interoperable access, following ISO/OGC interface guidelines, to Earth Observation metadata.
Spatial coverage : Europe (L1C, L2A) and Global
Temporal coverage : from 2015 to present


Source : PEPS#

Description : The Sentinel-2 mission systematically acquires data over land and coastal areas in a band of latitude extending from 56° South (Isla Hornos, Cape Horn, South America) to 84° North (above Greenland).
Spatial coverage : Global
Temporal coverage : from 2015 to present


Source : Scientific Data Hub#

Description : The Open Access Hub provides complete, free and open access to Sentinel-1, Sentinel-2, Sentinel-3 and Sentinel-5P user products. The Sentinel-2 data offer for the Open Access Hub will consist of Level-1C and Level-2A user products.
Spatial coverage : Global
Temporal coverage : every 5 days (from 2015)


Source : THEIA#

Description : SENTINEL2
Spatial coverage : Africa, Asia, Europe, North America, Oceania, Seven seas (open ocean), South America
Temporal coverage : from 2015 to present


Sentinel3#

Source : Scientific Data Hub#

Description : The Open Access Hub provides complete, free and open access to Sentinel-1, Sentinel-2, Sentinel-3 and Sentinel-5P user products. The Sentinel-3 data offer for the Open Access Hub will consist of Level-1 and Level-2 Land user products for the OLCI, SLSTR and SRAL instruments.
Spatial coverage : Global
Temporal coverage : daily (from 2016)


SkySat#

Source : FedEO (NASA_CMR)#

Description : The SkySat Level 2B Basic Scene, Level 3B Ortho Scene and Level 3B Consolidated full archive and new tasking products are available as part of Planet imagery offer. The SkySat Basic Scene product is uncalibrated and in a raw digital number format, not corrected for any geometric distortions inherent in the imaging process. Rational Polynomial Coefficients (RPCs) is provided to enable orthorectification by the user. Basic Scene Product Components and Format Processing levels / - Analytic (unorthorectified, radiometrically corrected, multispectral BGRN); - Analytic DN (unorthorectified, multispectral BGRN); - Panchromatic DN (unorthorectified, panchromatic) // Product Components and Format / - Image File (GeoTIFF format); - Metadata File (JSON format); - Rational Polynomial Coefficients (Text File); - UDM File (GeoTIFF format) // Image configuration / - 4-band Analytic DN Image (Blue, Green, Red, NIR); - 1-band Panchromatic DN Image (Pan) // Ground Sampling Distance / 3.7 m at nadir (average at reference altitude 475 km) // Ground Sampling Distance (nadir) / - Panchromatic 0.86m and Multispectral 1.0m for SkySat-1&2; - Panchromatic 0.65m and Multispectral 0.8m for SkySat-3 to 13 (0.72 m and 1.0m for data acquired before 30/06/2020) // Accuracy / <50 m RMSE // The SkySat Ortho Scene is sensor- and geometrically-corrected (by using DEMs with a post spacing of between 30 and 90 meters) and is projected to a cartographic map projection; the accuracy of the product will vary from region to region based on available GCPs. Different products are available: - The SkySat Visual Ortho Scene product is orthorectified, pansharpened, and color-corrected (using a color curve) 3-band RGB Imagery - The SkySat Pansharpened Multispectral Scene product is orthorectified, pansharpened 4-band BGRN Imagery - The SkySat Analytic DN Ortho Scene product is orthorectified, multispectral BGRN, uncalibrated, digital number imagery product. The product has been processed to remove distortions caused by terrain; It eliminates the perspective effect on the ground (not on buildings), restoring the geometry of a vertical shot. Transformation to at-sensor radiance is not included - The SkySat Panchromatic DN Ortho Scene product is orthorectified, panchromatic, uncalibrated, digital number imagery product. It has a finer GSD than the Analytic Product. Transformation to at-sensor radiance is not included. - The SkySat Analytic Ortho Scene are calibrated multispectral imagery products with radiometric corrections applied to correct for any sensor artifacts and transformation to top-of-atmosphere radiance. - The SkySat Consolidated Product are Ortho Collect product created by composing ~60 SkySat Ortho Scenes (Visual, Pansharpened Multispectral, Analytic DN, Panchromatic DN) along an imaging strip into segments. Ortho Scene Product Components and Format / Visual Ortho / Pansharpened Multispectral / Analytic DN Ortho / Panchromatic DN Ortho / Analytic Ortho // Product Components and Format / Image File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients (Text File); UDM File (GeoTIFF format) / Image File (GeoTIFF); Metadata File (JSON format); Rational Polynomial Coefficients (Text File); UDM File (GeoTIFF format) / Image File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients (Text File); UDM File (GeoTIFF format); / Image File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients (Text File); UDM File (GeoTIFF format) / Image File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients (Text File); UDM File (GeoTIFF format) // Image configuration / 3-band Pansharpened Image (PS Red, PS Green, PS Blue) / 4-band Pansharpened Image (PS Blue, PS Green, PS Red, PS NIR) / 4-band Analytic DN Image (B, G, R, N) / 1-band Panchromatic Image / 4-band Analytic Image (B, G, R, N) // Ground Sampling Distance / 50 cm / 50 cm / 50 cm / 50 cm / 50 cm // Projection / UTM WGS84 / UTM WGS84 / UTM WGS84 / UTM WGS84 / UTM WGS84 // Accuracy / <10 m RMSE / <10 m RMSE / <10 m RMSE / <10 m RMSE / radiometric accuracy: +/- 5% Relative accuracy at < 10 degrees off-nadir angle // The products are available as part of the Planet provision from RapidEye, Skysat and PlanetScope constellations. SkySat collection has worldwide coverage: The Planet Explorer Catalogue can be accessed (Planet registration requested) to discover and check the data readiness. All details about the data provision, data access conditions and quota assignment procedure are described into the Terms of Applicability (https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf).
Spatial coverage : Global
Temporal coverage : from 2013 to present


TIROS-N#

Source : FedEO (NASA_CMR)#

Description : The AMSU/MSU Lowstratosphere Day/Month Temperature Anomalies and Annual Cycle V6 dataset consists of temperature anomalies and annual cycle temperatures derived from the Microwave Sounding Unit (MSU) and the Advanced Microwave Sounding Unit-A (AMSU-A) radiance data since January 1978. All products are derived for the lower stratosphere. The dataset begins on January 1, 1978 and is still currently ongoing. The data are available in netCDF-4 and ASCII formats.
Spatial coverage : Global
Temporal coverage : from 1978 to present


VIIRS#

Source : USGS#

Description : The Suomi National Polar-Orbiting Partnership (S-NPP) NASA Visible Infrared Imaging Radiometer Suite (VIIRS) Vegetation Indices (VI) Version 1 data products characterize land surface vegetation and related parameters. The VNP13 data products are designed after the Moderate Resolution Imaging Spectroradiometer (MODIS) Terra and Aqua Vegetation Indices product suite to promote the continuity of the Earth Observation System (EOS) mission. These products are designed to enhance the vegetation reflected signal from measured spectral responses by making use of the distinctive soil-vegetation characteristic in the red-edge area of the spectrum. Vegetation indices combine two or more spectral bands in the red (0.6 - 0.7 micrometer), NIR wavelengths (0.7-1.1 micrometer), and Blue (0.44-0.5 micrometer) regions. The VNP13 algorithm process produces three vegetation indices: Normalized Difference Vegetation Index (NDVI), the Enhanced Vegetation Index (EVI), and Enhanced Vegetation Index-2 (EVI2). These products inform us about the status of vegetation health during the growing season and as it changes in response to environmental, climate, and anthropogenic drivers.

Validation at stage 1 has been achieved for the VIIRS Vegetation Index (VI) product suite.

Spatial coverage : Global
Temporal coverage : from 2012 to present


Venus#

Source : THEIA#

Description : Project Venµs.
Spatial coverage : Africa, Antarctica, Asia, Europe, North America, Oceania, South America
Temporal coverage : from 2017 to 2020


WorldView-1#

Source : FedEO (EOP)#

Description : This collection provides access to images archived at ROSCOSMOS for WorldView-1 mission
Spatial coverage : Global
Temporal coverage : from 2007 to present


Source : FedEO (NASA_CMR)#

Description : This data set provides canopy height estimates for mangrove forests at 0.6 x 0.6 m resolution in three study sites located in southeastern Mozambique, Africa: two sites on Inhaca Island and one in the Maputo Elephant Reserve, located in the southern province of Maputo for September, 2012. The estimates were derived from WorldView1 (WV-1) very high resolution (VHR) stereo images processed using the Ames Stereo Pipeline (ASP) digital surface model (DSM) tool.
Spatial coverage : Global
Temporal coverage : from 2012 to 2012


WorldView-2#

Source : EO-CAT (WorldV-2)#

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.
Spatial coverage : Europe
Temporal coverage : from 2010 to 2015


Source : FedEO (EOP)#

Description : This collection provides access to images archived at ROSCOSMOS for WorldView-2 mission
Spatial coverage : Global
Temporal coverage : from 2009 to present


Source : FedEO (NASA_CMR)#

Description : This dataset provides an ecosystem type map at 12.5 meter pixel spacing and 0.2 ha minimum mapping unit for the area surrounding Great Slave Lake, Northwest Territories, Canada for the time period 1997 to 2011. The map includes nine classes for peatland, wetland, and upland areas derived from a Random Forest classification trained on multi-date, multi-sensor remote sensing images across the study extent, and using field data and high-resolution Worldview-2 image interpretation for training and validation. The nine classes are: Water, Marsh, Swamp, Open Fen, Treed Fen, Bog, Upland Deciduous, Upland Conifer, and Sparsely Vegetated. A tenth map class identifies areas of historical fires (prior to 2011) that are currently undergoing post-fire successional revegetation. This dataset provides an ecosystem type map of the area before the large fire season of 2014 to better understand the effects of fires in the area.
Spatial coverage : Global
Temporal coverage : from 1997 to 2011


Source : FedEO (WorldV-2)#

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.
Spatial coverage : Global
Temporal coverage : from 2010 to 2015


WorldView-3#

Source : FedEO (NASA_CMR)#

Description : This data set contains 8-meter Digital Elevation Model (DEM) mosaics of high mountain Asia glacier and snow regions generated from very-high-resolution (VHR) commercial satellite imagery.
Spatial coverage : Global
Temporal coverage : from 2002 to 2016