NASA Earthdata CMR + NASA Data Portal2026 · Image data
GEDI L4C Global Waveform Structural Complexity Index (WSCI) Fusion Product, Version 2This dataset provides global, wall-to-wall estimates of the Waveform Structural Complexity Index (WSCI) at 25-meter spatial resolution with 3-monthly temporal frequency from 2015 to 2022. The product advances the sparse footprint-level GEDI L4C product by using deep learning to fuse spaceborne lidar observations with multi-sensor Synthetic Aperture Radar (SAR) data, producing spatially continuous
NASA Earthdata CMR2023 · Image data
MEaSUREs Greenland Annual Ice Sheet Velocity Mosaics from SAR and Landsat V005This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, contains annual ice velocity mosaics for the Greenland Ice Sheet. Velocities are derived from synthetic aperture radar (SAR) data, obtained by TerraSAR-X/TanDEM-X and Sentinel-1A and -1B, and from optical imagery acquired by Landsat 8 and Landsat 9. See <a href="http://nsidc.org/da
NASA Earthdata CMR2023 · Image data
MEaSUREs Greenland Quarterly Ice Sheet Velocity Mosaics from SAR and Landsat V005This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, contains quarterly (three-month interval) ice velocity mosaics for the Greenland Ice Sheet. This data set is derived from Synthetic Aperture Radar (SAR) data, obtained by TerraSAR-X/TanDEM-X and Sentinel-1A and -1B, and from optical imagery acquired by Landsat 8 and Landsat 9. See
NASA Earthdata CMR2023 · Image data
MEaSUREs Greenland Monthly Ice Sheet Velocity Mosaics from SAR and Landsat V005This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, contains monthly ice velocity mosaics for the Greenland Ice Sheet. The data are derived from Synthetic Aperture Radar (SAR) data, obtained by TerraSAR-X/TanDEM-X and Sentinel-1A and -1B, and from optical imagery acquired by Landsat 8 and Landsat 9. See <a href="http://nsidc.org/gri
NASA Earthdata CMR2022 · Array · NetCDF
MEaSUREs Multi-year Reference Velocity Maps of the Antarctic Ice Sheet V001This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, contains four, as-complete-as-possible 450 m resolution reference maps of ice component velocities for the Antarctic ice sheet. Maps are available for 1995 – 2001; 2007 – 2009; 2014 – 2017; and 2020 – 2022. Velocities are derived by applying phase analysis and speckle tracking to s
NASA Earthdata CMR + NASA Data Portal2022 · Image data
GPS Radio Occultation Boundary Layer Depth Annual L3 V2 (GPSROZPBLA)This dataset provides an annual average climatology of planetary boundary layer (PBL) height derived from COSMIC/FORMOSAT-3, TerraSAR-X, KOMPSAT-5, and PAZ Global Positioning System (GPS) radio occultation (RO) measurements. The COSMIC/FORMOSAT-3 mission consists of a six-satellite constellation launched in 2006. Each satellite carries an Integrated GPS Occultation Receiver (IGOR) GPS receiver and
NASA Earthdata CMR + NASA Data Portal2022 · Image data
GPS Radio Occultation Boundary Layer Depth Seasonal L3 V2 (GPSROZPBLS)This dataset provides a seasonal average climatology of global planetary boundary layer (PBL) height derived from COSMIC/FORMOSAT-3, TerraSAR-X, KOMPSAT-5, and PAZ Global Positioning System (GPS) radio occultation (RO) measurements. The COSMIC/FORMOSAT-3 mission consists of a six-satellite constellation launched in 2006. Each satellite carries an Integrated GPS Occultation Receiver (IGOR) GPS rece
NASA Earthdata CMR2021 · Image data
MEaSUREs Greenland Ice Velocity: Selected Glacier Site Velocity Maps from InSAR V004This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, provides velocity estimates determined from Interferometric Synthetic Aperture Radar (InSAR) data for major glacier outlet areas in Greenland, some of which have shown profound velocity changes over the MEaSUREs observation period. The InSAR Selected Glacier Site Velocity Maps are
NASA Earthdata CMR2019 · collection
Speckle tracking velocity maps of the Sorsdal and East Ranvik GlaciersThe data set contains velocity maps of the Sorsdal and East Ranvik Glacier produced from X-band Synthetic Aperture Radar data TerraSAR-X acquired by the German Space Agencies’ (DLR) TerraSAR-X and TanDEM-X satellites. The velocity data were produced by applying standard speckle tracking techniques to the X-band SAR data [Joughin, 2002]. The offset data are smoothed to reduce noise, so that althoug
NASA Earthdata CMR2019 · Array · NetCDF
MEaSUREs Phase-Based Antarctica Ice Velocity Map V001This 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 mapping
NASA Earthdata CMR2019 · collection
TerraSAR-X/TanDEM-X full archive and taskingTerraSAR-X/TanDEM-X full archive and new tasking products can be acquired in six image modes with flexible resolutions (from 0.25 m to 40 m) and scene sizes and are provided in different packages: Staring SpotLight (basic, Interferometric pack, and Maritime pack) High Resolution SpotLight (basic, Interferometric pack, and Maritime pack) SpotLight (basic, Interferometric pack, and Maritime pack) St
NASA Earthdata CMR2019 · collection
TerraSAR-X ESA archiveThe TerraSAR-X ESA archive collection consists of TerraSAR-X and TanDEM-X products requested by ESA supported projects over their areas of interest around the world. The dataset regularly grows as ESA collects new products over the years. TerraSAR-X/TanDEM-X Image Products can be acquired in 6 image modes with flexible resolutions (from 0.25m to 40m) and scene sizes. Thanks to different polarimetr
NASA Earthdata CMR + NASA Data Portal2018 · Image data
GPS Radio Occultation Boundary Layer Depth Seasonal L3 V1 (GPSROZPBLS)This dataset has been superseded by version 2. It provides seasonal averages of a global planetary boundary layer (PBL) height climatology derived from the COSMIC/FORMOSAT-3 and TerraSAR-X Global Positioning System (GPS) radio occultation (RO) measurements from June 2006 to December 2015. The COSMIC/FORMOSAT-3 mission consists of a six-satellite constellation launched in 2006. Each satellite carri
NASA Earthdata CMR + NASA Data Portal2018 · Image data
GPS Radio Occultation Boundary Layer Depth Annual L3 V1 (GPSROZPBLA)This dataset has been superseded by version 2. It provides an annual average of a global planetary boundary layer (PBL) height climatology derived from the COSMIC/FORMOSAT-3 and TerraSAR-X Global Positioning System (GPS) radio occultation (RO) measurements from June 2006 to December 2015. The COSMIC/FORMOSAT-3 mission consists of a six-satellite constellation launched in 2006. Each satellite carri
NASA Earthdata CMR2017 · Array · NetCDF
MEaSUREs Annual Antarctic Ice Velocity Maps V001This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, consists of annual (1 July to 30 June), 1 km resolution maps of ice component velocities for the Antarctic ice sheet. Data are provided for the year 2000-2001 and for each year from 2005 to 2025. Velocities are derived by applying interferometric analysis techniques to synthetic ap
NASA Earthdata CMR2017 · Array · NetCDF
MEaSUREs InSAR-Based Antarctica Ice Velocity Map V002This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, provides the first comprehensive, high-resolution, digital mosaics of ice motion in Antarctica assembled from multiple satellite interferometric, synthetic-aperture radar systems. Data were largely acquired during the International Polar Years 2007 to 2009, as well as between 2013
NASA Earthdata CMR + NASA Data Portal2017 · Image data
CMS: Mangrove Canopy Height Estimates from Remote Imagery, Zambezi Delta, MozambiqueThis data set provides high resolution canopy height estimates for mangrove forests in the Zambezi Delta, Mozambique, Africa. The estimates were derived from three separate canopy height models (CHM) using airborne Lidar data, stereophotogrammetry with WorldView 1 imagery, and Interferometric-Synthetic Aperture Radar (In-SAR) techniques with TanDEM-X imagery. The data cover the period 2011-10-14 t
NASA Earthdata CMR2016 · collection
MEaSUREs Antarctic Grounding Line from Differential Satellite Radar Interferometry V002This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, provides comprehensive high-resolution mapping of grounding lines in Antarctica from February 1992 through November 2025. The data were derived by applying differential satellite synthetic aperture radar (SAR) interferometry (DInSAR) to SAR data acquired by various space-based plat
NASA Earthdata CMR2016 · Image data
MEaSUREs Multi-year Greenland Ice Sheet Velocity Mosaic V001This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, contains a multi-year ice-sheet-wide velocity mosaic for Greenland, derived from Interferometric Synthetic Aperture Radar (InSAR), Synthetic Aperture Radar (SAR), and Landsat 8 optical imagery data. See <a href="http://nsidc.org/data/measures/gimp">Greenland Ice Mapping Project (GI
NASA Earthdata CMR2015 · Image data
MEaSUREs Greenland Ice Sheet Velocity Map from InSAR Data V002This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, contains seasonal (winter) ice sheet-wide velocity maps for Greenland. The maps are derived from Interferometric Synthetic Aperture Radar (InSAR) data obtained by the Canadian Space Agency's (CSA) RADARSAT-1, the Japan Aerospace Exploration Agency's (JAXA) Advanced Land Observation
NASA Earthdata CMR2015 · collection
TerraSAR-X - Spotlight Images (TerraSAR-X Spotlight)This collection contains radar image products of the German national TerraSAR-X mission acquired in Spotlight mode. Spotlight imaging allows for a spatial resolution of up to 2 m at a scene size of 10 km (across swath) x 10 km (in orbit direction). TerraSAR-X is a sun-synchronous polar-orbiting, all-weather, day-and-night X-band radar earth observation mission realized in the frame of a public-pri
NASA Earthdata CMR2015 · collection
TerraSAR-X - ScanSAR Images (TerraSAR-X ScanSAR)This collection contains radar image products of the German national TerraSAR-X mission acquired in ScanSAR mode. ScanSAR imaging allows for a spatial resolution of up to 18.5 m at a scene size of 100 km (across swath) x 150-1650 km (in orbit direction) in regular ScanSAR mode (4 beams) and up to 270 km (across swath) x 200-1500 km (in orbit direction) in Wide ScanSAR mode (6 beams). TerraSAR-X is
NASA Earthdata CMR2015 · collection
TerraSAR-X - Stripmap Images (TerraSAR-X StripMap)This collection contains radar image products of the German national TerraSAR-X mission acquired in StripMap mode. StripMap imaging allows for a spatial resolution of up to 3 m at a scene size of 30 km (across swath) x 50-1650 km (in orbit direction). TerraSAR-X is a sun-synchronous polar-orbiting, all-weather, day-and-night X-band radar earth observation mission realized in the frame of a public-
NASA Earthdata CMR2015 · collection
TerraSAR-X - Staring Spotlight Images (TerraSAR-X Staring Spotlight)This collection contains radar image products of the German national TerraSAR-X mission acquired in Staring Spotlight mode. Staring Spotlight imaging allows for a spatial resolution of up to 25 cm. The scene size varies depending on the incidence angle. As an example, 4 km (across swath) x 3.7 km (in orbit direction) can be achieved at 60°. TerraSAR-X is a sun-synchronous polar-orbiting, all-weath
NASA Earthdata CMR2015 · collection
TerraSAR-X - High Resolution Spotlight Images (TerraSAR-X High Resolution Spotlight)This collection contains radar image products of the German national TerraSAR-X mission acquired in High Resolution Spotlight mode. High Resolution Spotlight imaging allows for a spatial resolution of up to 1 m at a scene size of 10 km (across swath) x 5 km (in orbit direction). TerraSAR-X is a sun-synchronous polar-orbiting, all-weather, day-and-night X-band radar earth observation mission realiz