Biosphere Data Access and Tools

NASA biosphere data range from surface reflectance data useful for measuring the greenness of vegetation to measurements of nighttime lights that disrupt the behaviors of wildlife. Our datasets and tools help researchers translate these interconnected data points into actionable knowledge.

Dataset	Geographic Region	Temporal Extent	Data Format	Potential Application Areas	Related Subtopics
ALOS-2 PALSAR-2 Level 1 ScanSAR Product	Global	2014-08-01 to Present		Wide-area monitoring of land surface changes Regional vegetation and forest monitoring Large wetland area mapping and monitoring Continental-scale land use change detection Regional soil moisture assessment Broad geological feature identification	ecosystems, vegetation
ATLAS/ICESat-2 L2A Global Geolocated Photon Data V006	Global	2018-10-13 to Present	HDF5	Vegetation structure analysis High-precision elevation measurement Ground truth for other elevation datasets Fine-scale topographic change detection	vegetation
ATLAS/ICESat-2 L3A Land and Vegetation Height V006	Global	2018-10-14 to Present	HDF5	Precise forest canopy height mapping Biomass estimation and carbon stock assessment Habitat structure characterization Forest degradation and regrowth monitoring Urban tree canopy assessment Forest inventory support Vegetation structure biodiversity studies	vegetation
Daymet: Annual Climate Summaries on a 1-km Grid for North America, Version 4 R1	North America, Atlantic Ocean	1950-01-01 to 2023-12-31	GeoTiff	Ecological research on climate impacts Forest management and planning Wildlife habitat suitability modeling Disease vector habitat potential mapping Natural resource conservation planning	ecosystem, vegetation
ECOSTRESS Land Surface Temperature and Emissivity Daily L2 Global 70m V001	Global Land	2018-07-09 to 2025-01-06	HDF5	Plant water stress detection at field scale High-resolution thermal mapping Microclimate analysis in complex landscapes Ecosystem function monitoring	vegetation
ECOSTRESS Tiled Land Surface Temperature and Emissivity Instantaneous L2 Global 70 m	Global Land	2018-07-09 to Present	Cloud Optimized GeoTIFF (COG)	Plant water stress monitoring Ecosystem thermodynamics research Environmental temperature extremes monitoring	vegetation
GEDI L2A Elevation and Height Metrics Data Global Footprint Level V002	Global Land	2019-04-04 to 2023-03-16 2024-04-04 to Present	HDF5	Forest canopy structure characterization Biomass estimation for carbon accounting Biodiversity habitat structure assessment Ecosystem structure monitoring Terrain model refinement under vegetation Carbon sequestration potential assessment	ecological dynamics, vegetation
GEDI L4A Footprint Level Aboveground Biomass Density, Version 2.1	Global	2019-04-17 to 2024-11-27	HDF5	Carbon stock assessment in forests Forest management planning Biodiversity habitat structure analysis Sustainable forestry certification support Forest degradation assessment Ecosystem service valuation	ecosystems, terrestrial ecosystems, vegetation
GEDI L4C Footprint Level Waveform Structural Complexity Index, Version 2	Global	2019-04-17 to 2023-03-16	Binary	Habitat complexity analysis for biodiversity Old-growth forest identification Forest succession stage mapping Wildlife habitat quality assessment Forest management impact evaluation Forest restoration planning Canopy architecture research	ecosystems, terrestrial ecosystems, vegetation
Global Aboveground and Belowground Biomass Carbon Density Maps for the Year 2010	Global Land	2010-01-01 to 2010-12-31	GeoTIFF	Global carbon stock accounting Forest conservation priority setting Carbon offset project development Ecosystem service valuation Land use policy development Biodiversity conservation planning	ecosystems, ecological dynamics, vegetation
HLS Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m v2.0	Global	2013-04-11 to Present	Cloud Optimized GeoTiff (COG)	Land cover and land use change monitoring Forest disturbance detection Ecosystem service assessment Environmental impact monitoring	vegetation
HLS Sentinel-2 Multi-spectral Instrument Surface Reflectance Daily Global 30m v2.0	Global	2013-04-11 to Present	Cloud Optimized GeoTiff (COG)	High temporal frequency vegetation monitoring Forest health assessment Biodiversity and habitat monitoring	vegetation
MAIAC Daily V01	Global	2015-06-13 to Present	PNG	Enhanced retrieval of surface reflectance for vegetation studies	vegetation
MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 1 km SIN Grid	Global	2000-02-24 to Present	HDF-EOS2	Climate model validation for land surface processes Wildlife habitat thermal condition assessment Land surface process energy balance studies	ecological dynamics
MODIS/Terra Surface Reflectance Daily L2G Global 250m SIN Grid V061	Global	2000-02-24 to Present	HDF-EOS2	Vegetation condition monitoring Land cover change detection Drought impact evaluation on vegetation	vegetation
SENTINEL-1A_SLC	Global	2014-04-03 to Present		Interferometric analysis for surface deformation detection Coherence-based change detection Phase-based classification of land cover Development of advanced SAR processing algorithms Time-series analysis for subtle change detection	terrestrial ecosystems
SENTINEL-1B_DUAL_POL_GRD_HIGH_RES	Global	2016-04-25 to 2021-12-24		Forest disturbance monitoring Land subsidence detection in urban areas	terrestrial ecosystems, vegetation
SENTINEL-1B_SLC	Global	2016-04-25 to 2021-12-24		Complex coherence analysis for vegetation structure Time-series analysis for seasonal change patterns	terrestrial ecosystems, vegetation
VIIRS/JPSS1 Land Surface Temperature/Emissivity Daily L3 Global 1km SIN Grid Day V002	Global	2018-01-01 to Present	HDF-EOS5	Daily thermal environment monitoring Ecological habitat thermal characterization	ecological dynamics
VIIRS/NPP Burned Area Monthly L4 Global 500m SIN Grid V002	Global	2012-03-01 to Present	HDF-EOS5	Ecosystem disturbance tracking Protected area management Forest management and restoration planning Biodiversity impact assessment after fires	ecological dynamics, vegetation
VIIRS/JPSS1 Land Surface Temperature/Emissivity Daily L3 Global 1 km SIN Grid Day	Global	2018-01-01 to Present	HDF-EOS5	Climate change impact studies on land surface Wildlife habitat thermal condition assessment	ecological dynamics

Biosphere Datasets

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Dataset Sort descending	Version	Platform	Instrument	Temporal Extent	Spatial Extent	Spatial Resolution	Data Format
CMS: LiDAR-derived Aboveground Biomass, Canopy Height and Cover for Maryland, 2011	1	Airplane	LIDAR	2011-01-01 to 2011-12-31	N: 39.95 S: 37.69 E: -74.82 W: -79.71		GeoTIFF
CMS: LiDAR-derived Biomass, Canopy Height and Cover, Sonoma County, California, 2013	1	Airplane, COMPUTERS, MODELS	LIDAR, Computer	2013-09-01 to 2013-12-31	N: 38.8642 S: 38.1017 E: -122.339 W: -123.542		GeoTIFF
CMS: LiDAR-derived Canopy Height, Elevation for Sites in Kalimantan, Indonesia, 2014	1	Airplane	LIDAR	2014-10-18 to 2014-11-30	N: 3.21104 S: -2.7625 E: 118 W: 109.813		GeoTIFF
CMS: LiDAR-derived Estimates of Aboveground Biomass at Four Forested Sites, USA	1	ALOS	LIDAR	2011-01-01 to 2011-12-31	N: 43.96 S: 35.78 E: -76.36 W: -123.61		GeoTIFF
CMS: LiDAR-derived Tree Canopy Cover for States in the Northeast USA	1.1	MODELS, Airplane	Computer, AIRBORNE LASER SCANNER, CAMERAS	2008-01-01 to 2014-08-30	N: 43.0987 S: 37.7092 E: -74.1541 W: -81.1415		GeoTIFF
CMS: Mangrove Canopy Characteristics and Land Cover Change, Tanzania, 1990-2014	1	LANDSAT, MODELS	Polarimetric Radar, Computer	1990-01-01 to 2014-12-31	N: -7.50833 S: -8.03522 E: 39.4972 W: 39.1924		GeoTIFF
CMS: Mangrove Canopy Height Estimates from Remote Imagery, Zambezi Delta, Mozambique	1	Airplane, SPACE SHUTTLES, WORLDVIEW-2, TSX	AIRBORNE LASER SCANNER, SRTM, SAR	2011-10-14 to 2014-05-06	N: -18.6269 S: -18.915 E: 36.3389 W: 36.1186		GeoTIFF
CMS: Mangrove Canopy Height from High-resolution Stereo Image Pairs, Mozambique, 2012	1	WORLDVIEW-1		2012-09-01 to 2012-09-30	N: -25.9828 S: -26.3889 E: 32.9997 W: 32.8133		GeoTIFF
CMS: Mangrove Forest Cover Extent and Change across Major River Deltas, 2000-2016	1.1	LANDSAT-5, LANDSAT-7, LANDSAT-8, Sentinel-1A, STS-99	TM, ETM+, OLI, SENTINEL-1 C-SAR, SRTM	2000-01-01 to 2016-12-31	N: 22.5041 S: -28.0001 E: 107.027 W: -82.0002		GeoTIFF
CMS: Modeled Net Ecosystem Exchange at 3-hourly Time Steps, 2004-2010	1	MODELS	Computer	2004-01-01 to 2010-12-31	N: 90 S: -90 E: 180 W: -180		netCDF-4 classic
CMS: MODIS GPP, fPAR, and SST, and ENSO Index, Baja California, Mexico, 2000-2013	1	Terra	MODIS	2000-01-01 to 2013-12-31	N: 32.6377 S: 22.7744 E: -108 W: -117		CSV
CMS: Pinyon-Juniper Forest Live Aboveground Biomass, Great Basin, USA, 2000-2016	1	MODELS	Computer	2000-01-01 to 2016-12-31	N: 47.1179 S: 33.9309 E: -109.312 W: -123.896		GeoTIFF
CMS: Soil CO2 Efflux and Properties, Site Vegetation Measurements, Mexico, 2011-2012	1	FIELD SURVEYS	SOIL SAMPLER	2011-08-01 to 2012-08-31	N: 32.04 S: 32.02 E: -116.59 W: -116.61		CSV
CMS: Terrestrial Carbon Stocks, Emissions, and Fluxes for Conterminous US, 2001-2016	1	LANDSAT-8, Aqua, ALOS, ALOS-2, DEM, MODELS, LANDSAT-5	OLI, MODIS, PALSAR, PALSAR-2, SRTM, Computer, TM	2001-01-01 to 2016-12-31	N: 50 S: 25 E: -60 W: -130		netCDF-4
CMS: Tree Canopy Cover at 0.5-meter resolution, Vermont, 2016	1	MODELS	Computer	2016-07-27 to 2016-09-13	N: 45.0224 S: 42.7004 E: -71.4559 W: -73.4858		COG
CMS: Tree Cover Estimates at 30 m Resolution for Mexico from 2000 to 2019	2	MODELS, LANDSAT-8, LANDSAT-7, LANDSAT-5, LANDSAT-4, ISS	Computer, OLI, TIRS, ETM+, TM, SRTM	2000-01-01 to 2019-12-31	N: 33.7967 S: 13.4057 E: -84.6252 W: -119.226		COG
CMS: Vegetative Lifeform Cover from Landsat SR for CONUS, 1984-2018	1	MODELS, LANDSAT-5, G-LiHT, LANDSAT-7	Computer, TM, LIDAR, ETM+	1984-01-01 to 2018-12-31	N: 50.6625 S: 23.2663 E: -65.0638 W: -126.714		GeoTIFF
CO2 and CH4 Fluxes from Waterbodies, Yukon-Kuskokwim Delta, Alaska, 2016-2019	1	SATELLITES, FIELD SURVEYS, COMPUTERS	Sentinel-2 MSI, SENTINEL-1 C-SAR, WATER BOTTLES, Computer	2016-07-07 to 2019-07-07	N: 61.6781 S: 60.895 E: -162.073 W: -163.82		multiple
Coastal Wetland Elevation and Carbon Flux Inventory with Uncertainty, USA, 2006-2011	1	MODELS	Computer	2006-01-01 to 2011-12-31	N: 48.9917 S: 20.3831 E: -56.6627 W: -135.028		multiple
Collected Data from The Boreal Ecosystem-Atmosphere Study, NASA, CD-ROM	1	FIELD SURVEYS, LANDSAT, Airplane, SATELLITES, GOES	HUMIDITY SENSORS, TEMPERATURE SENSORS, PROBES, NETS, SOIL SAMPLER, MSS, TM, CAMERAS, RADIOSONDES, RAWINSONDES, VEGETATION-1, AVHRR	1993-01-01 to 1997-03-31	N: 59.98 S: 50.09 E: -93.5 W: -111		Shapefile
Combined ASTER and MODIS Emissivity database over Land (CAMEL) Coefficient Climatology Monthly Global 0.05Deg V003	003	Terra, Aqua	ASTER, MODIS	2003-01-01 to 2021-12-31	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	netCDF-4
Combined ASTER and MODIS Emissivity database over Land (CAMEL) Coefficient Monthly Global 0.05Deg V001	001	Terra, Aqua	ASTER, MODIS	2000-04-01 to 2017-01-02	N: 90 S: -90 E: 180 W: -180		netCDF-4
Combined ASTER and MODIS Emissivity database over Land (CAMEL) Coefficient Monthly Global 0.05Deg V002	002	Terra, Aqua	ASTER, MODIS	2000-04-01 to 2017-01-01	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	netCDF-4
Combined ASTER and MODIS Emissivity database over Land (CAMEL) Coefficient Monthly Global 0.05Deg V003	003	Terra, Aqua	ASTER, MODIS	2000-03-01 to 2024-01-01	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	netCDF-4
Combined ASTER and MODIS Emissivity database over Land (CAMEL) Covariances Climatology Monthly Global 0.25Deg V003	003	Terra, Aqua	ASTER, MODIS	2003-01-01 to 2021-12-31	N: 90 S: -90 E: 180 W: -180	25000 Meters x 25000 Meters	netCDF-4

VIIRS

Vegetation indices measure the amount of green vegetation over a given area and can be used to assess vegetation health. A commonly-used vegetation index is the Normalized Difference Vegetation Index (NDVI), which uses the difference between near-infrared (NIR) and red reflectance divided by their sum. NDVI values range from -1 to 1. Low values of NDVI generally correspond to barren areas of rock, sand, exposed soils, or snow, while higher NDVI values indicate greener vegetation, including forests, croplands, and wetlands.

VIIRS Vegetation Indices on Earthdata Search

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Biosphere Data Access and Tools

Commonly Used Datasets for Applications in the Biosphere

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