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Global map of oil palm plantations
The dataset is a 10m global industrial and smallholder oil palm map for 2019. It covers areas where oil palm plantations were detected. The classified images are the output of a convolutional neural network based on Sentinel-1 and Sentinel-2 half-year composites. See article for additional ... oilpalm landuse conservation crop global biodiversity -
Global ALOS CHILI (Continuous Heat-Insolation Load Index)
CHILI is a surrogate for effects of insolation and topographic shading on evapotranspiration represented by calculating insolation at early afternoon, sun altitude equivalent to equinox. It is based on the 30m "AVE" band of JAXA's ALOS DEM (available in EE as JAXA/ALOS/AW3D30_V1_1). landforms elevation slope aspect geophysical topography -
Global ALOS Landforms
The ALOS Landform dataset provides landform classes created by combining the Continuous Heat-Insolation Load Index (ALOS CHILI) and the multi-scale Topographic Position Index (ALOS mTPI) datasets. It is based on the 30m "AVE" band of JAXA's ALOS DEM (available in EE as JAXA/ALOS/AW3D30_V1_1). landforms elevation slope aspect geophysical topography -
Global ALOS mTPI (Multi-Scale Topographic Position Index)
The mTPI distinguishes ridge from valley forms. It is calculated using elevation data for each location subtracted by the mean elevation within a neighborhood. mTPI uses moving windows of radius (km): 115.8, 89.9, 35.5, 13.1, 5.6, 2.8, and 1.2. It is based on the 30m ... landforms elevation slope aspect geophysical topography -
Global ALOS Topographic Diversity
Topographic diversity (D) is a surrogate variable that represents the variety of temperature and moisture conditions available to species as local habitats. It expresses the logic that a higher variety of topo-climate niches should support higher diversity (especially plant) and support species persistence given climatic ... landforms elevation slope aspect geophysical topography -
Global SRTM CHILI (Continuous Heat-Insolation Load Index)
CHILI is a surrogate for effects of insolation and topographic shading on evapotranspiration represented by calculating insolation at early afternoon, sun altitude equivalent to equinox. It is based on the 30m SRTM DEM (available in EE as USGS/SRTMGL1_003). landforms elevation slope aspect geophysical topography -
Global SRTM Landforms
The SRTM Landform dataset provides landform classes created by combining the Continuous Heat-Insolation Load Index (SRTM CHILI) and the multi-scale Topographic Position Index (SRTM mTPI) datasets. It is based on the 30m SRTM DEM (available in EE as USGS/SRTMGL1_003). landforms elevation slope aspect geophysical topography -
Global SRTM mTPI (Multi-Scale Topographic Position Index)
The mTPI distinguishes ridge from valley forms. It is calculated using elevation data for each location subtracted by the mean elevation within a neighborhood. mTPI uses moving windows of radius (km): 115.8, 89.9, 35.5, 13.1, 5.6, 2.8, and 1.2. It is based on the 30m ... landforms elevation slope aspect geophysical topography -
Global SRTM Topographic Diversity
Topographic diversity (D) is a surrogate variable that represents the variety of temperature and moisture conditions available to species as local habitats. It expresses the logic that a higher variety of topo-climate niches should support higher diversity (especially plant) and support species persistence given climatic ... landforms elevation slope aspect geophysical topography -
FireCCI51: MODIS Fire_cci Burned Area Pixel product, version 5.1
The MODIS Fire_cci Burned Area pixel product version 5.1 (FireCCI51) is a monthly global ~250m spatial resolution dataset containing information on burned area as well as ancillary data. It is based on surface reflectance in the Near Infrared (NIR) band from the MODIS instrument onboard ... burn fire modis monthly global firecci51 -
TerraClimate: Monthly Climate and Climatic Water Balance for Global Terrestrial Surfaces, University of Idaho
TerraClimate is a dataset of monthly climate and climatic water balance for global terrestrial surfaces. It uses climatically aided interpolation, combining high-spatial resolution climatological normals from the WorldClim dataset, with coarser spatial resolution, but time-varying data from CRU Ts4.0 and the Japanese 55-year Reanalysis (JRA55). ... climate global monthly geophysical palmer drought -
Landsat Global Land Survey 1975 Mosaic
The Global Land Survey (GLS) 1975 is a global collection of imagery from the Landsat Multispectral Scanner (MSS). Most scenes were acquired by Landsat 1-3 in 1972-1983. A few gaps in the Landsat 1-3 data have been filled with scenes acquired by Landsat 4-5 during ... global radiance usgs gls landsat -
USGS Landsat 8 Collection 1 Tier 1 Raw Scenes
Landsat 8 Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that have ... global oli-tirs l8 lc8 c1 tier1 -
USGS Landsat 8 Collection 1 Tier 1 and Real-Time data Raw Scenes
Landsat 8 Collection 1 Tier 1 and Real-Time data DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed ... global oli-tirs l8 lc8 c1 tier1 -
USGS Landsat 8 Collection 1 Tier 1 and Real-Time data TOA Reflectance
Landsat 8 Collection 1 Tier 1 and Real-Time data calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 8 Surface Reflectance Tier 1
This dataset is the atmospherically corrected surface reflectance from the Landsat 8 OLI/TIRS sensors. These images contain 5 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and two thermal infrared (TIR) bands processed to orthorectified brightness temperature ... global sr reflectance l8sr cloud fmask -
USGS Landsat 8 Collection 1 Tier 1 TOA Reflectance
Landsat 8 Collection 1 Tier 1 calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 8 Collection 1 Tier 2 Raw Scenes
Landsat 8 Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do not ... global oli-tirs l8 lc8 c1 tier2 -
USGS Landsat 8 Surface Reflectance Tier 2
This dataset is the atmospherically corrected surface reflectance from the Landsat 8 OLI/TIRS sensors. These images contain 5 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and two thermal infrared (TIR) bands processed to orthorectified brightness temperature ... global sr reflectance l8sr cloud fmask -
USGS Landsat 8 Collection 1 Tier 2 TOA Reflectance
Landsat 8 Collection 1 Tier 2 calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 8 Level 2
This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat 8 OLI/TIRS sensors. These images contain 5 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal ... global sr reflectance l8sr lst cloud -
USGS Landsat 7 Collection 1 Tier 1 Raw Scenes
Landsat 7 Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that have ... global etm l7 le7 c1 tier1 -
USGS Landsat 7 Collection 1 Tier 1 and Real-Time data Raw Scenes
Landsat 7 Collection 1 Tier 1 and Real-Time data DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed ... global etm l7 le7 c1 tier1 -
USGS Landsat 7 Collection 1 Tier 1 and Real-Time data TOA Reflectance
Landsat 7 Collection 1 Tier 1 and Real-Time data calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 7 Surface Reflectance Tier 1
This dataset is the atmospherically corrected surface reflectance from the Landsat 7 ETM+ sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared (TIR) band processed to orthorectified brightness temperature. ... global sr reflectance ledaps cloud fmask -
USGS Landsat 7 Collection 1 Tier 1 TOA Reflectance
Landsat 7 Collection 1 Tier 1 calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 7 Collection 1 Tier 2 Raw Scenes
Landsat 7 Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do not ... global etm l7 le7 c1 tier2 -
USGS Landsat 7 Surface Reflectance Tier 2
This dataset is the atmospherically corrected surface reflectance from the Landsat 7 ETM+ sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared (TIR) band processed to orthorectified brightness temperature. ... global sr reflectance ledaps cloud fmask -
USGS Landsat 7 Collection 1 Tier 2 TOA Reflectance
Landsat 7 Collection 1 Tier 2 calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 1 MSS Collection 1 Tier 1 Raw Scenes
Landsat 1 MSS Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that ... global mss l1 lm1 c1 tier1 -
USGS Landsat 1 MSS Collection 1 Tier 2 Raw Scenes
Landsat 1 MSS Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... global mss l1 lm1 c1 tier2 -
USGS Landsat 2 MSS Collection 1 Tier 1 Raw Scenes
Landsat 2 MSS Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that ... global mss l2 lm2 c1 tier1 -
USGS Landsat 2 MSS Collection 1 Tier 2 Raw Scenes
Landsat 2 MSS Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... global mss l2 lm2 c1 tier2 -
USGS Landsat 3 MSS Collection 1 Tier 1 Raw Scenes
Landsat 3 MSS Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that ... global mss l3 lm3 c1 tier1 -
USGS Landsat 3 MSS Collection 1 Tier 2 Raw Scenes
Landsat 3 MSS Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... global mss l3 lm3 c1 tier2 -
USGS Landsat 4 MSS Collection 1 Tier 1 Raw Scenes
Landsat 4 MSS Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that ... global mss l4 lm4 c1 tier1 -
USGS Landsat 4 MSS Collection 1 Tier 2 Raw Scenes
Landsat 4 MSS Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... global mss l4 lm4 c1 tier2 -
USGS Landsat 5 MSS Collection 1 Tier 1 Raw Scenes
Landsat 5 MSS Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that ... global mss l5 lm5 c1 tier1 -
USGS Landsat 5 MSS Collection 1 Tier 2 Raw Scenes
Landsat 5 MSS Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... global mss l5 lm5 c1 tier2 -
USGS Landsat 8 Collection 1 Tier 1 OLI Raw Scenes
Landsat 8 Collection 1 Tier 1 OLI DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that ... global oli l8 lo8 c1 tier1 -
USGS Landsat 8 Collection 1 Tier 1 and Real-Time data OLI Raw Scenes
Landsat 8 Collection 1 Tier 1 and Real-Time data OLI DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) ... global oli l8 lo8 c1 tier1 -
USGS Landsat 8 Collection 1 Tier 2 OLI Raw Scenes
Landsat 8 Collection 1 Tier 2 OLI DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... global oli l8 lo8 c1 tier2 -
USGS Landsat 4 TM Collection 1 Tier 1 Raw Scenes
Landsat 4 TM Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that ... global tm l4 lt4 c1 tier1 -
USGS Landsat 4 Surface Reflectance Tier 1
This dataset is the atmospherically corrected surface reflectance from the Landsat 4 ETM sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared (TIR) band processed to orthorectified brightness temperature. ... global sr reflectance ledaps cloud fmask -
USGS Landsat 4 TM Collection 1 Tier 1 TOA Reflectance
Landsat 4 TM Collection 1 Tier 1 calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 4 TM Collection 1 Tier 2 Raw Scenes
Landsat 4 TM Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... global tm l4 lt4 c1 tier2 -
USGS Landsat 4 Surface Reflectance Tier 2
This dataset is the atmospherically corrected surface reflectance from the Landsat 4 ETM sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared (TIR) band processed to orthorectified brightness temperature. ... global sr reflectance ledaps cloud fmask -
USGS Landsat 4 TM Collection 1 Tier 2 TOA Reflectance
Landsat 4 TM Collection 1 Tier 2 calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 5 TM Collection 1 Tier 1 Raw Scenes
Landsat 5 TM Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. Tier 1 includes Level-1 Precision Terrain (L1TP) processed data that ... global tm l5 lt5 c1 tier1 -
USGS Landsat 5 Surface Reflectance Tier 1
This dataset is the atmospherically corrected surface reflectance from the Landsat 5 ETM sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared (TIR) band processed to orthorectified brightness temperature. ... global sr reflectance ledaps cloud fmask -
USGS Landsat 5 TM Collection 1 Tier 1 TOA Reflectance
Landsat 5 TM Collection 1 Tier 1 calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 5 TM Collection 1 Tier 2 Raw Scenes
Landsat 5 TM Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... global tm l5 lt5 c1 tier2 -
USGS Landsat 5 Surface Reflectance Tier 2
This dataset is the atmospherically corrected surface reflectance from the Landsat 5 ETM sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared (TIR) band processed to orthorectified brightness temperature. ... global sr reflectance ledaps cloud fmask -
USGS Landsat 5 TM Collection 1 Tier 2 TOA Reflectance
Landsat 5 TM Collection 1 Tier 2 calibrated top-of-atmosphere (TOA) reflectance. Calibration coefficients are extracted from the image metadata. See Chander et al. (2009) for details on the TOA computation. global toa landsat usgs -
USGS Landsat 8 Collection 1 Tier 2 TIRS Raw Scenes
Landsat 8 Collection 1 Tier 2 TIRS DN values, representing scaled, calibrated at-sensor radiance. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... global tirs l8 lt8 c1 tier2 -
Global Mangrove Forests Distribution, v1 (2000)
The database was prepared using Landsat satellite data from the year 2000. More than 1,000 Landsat scenes obtained from the USGS Earth Resources Observation and Science Center (EROS) were classified using hybrid supervised and unsupervised digital image classification techniques. This database is the first, most ... annual global mangrove landsat-derived usgs ciesin -
MCD12Q2.006 Land Cover Dynamics Yearly Global 500m
The MCD12Q2 V6 Land Cover Dynamics product (informally called the MODIS Global Vegetation Phenology product) provides estimates of the timing of vegetation phenology at global scales. Additionally, it provides information related to the range and summation of the enhanced vegetation index (EVI) computed from MODIS ... evi onset-greenness phenology modis mcd12q2 yearly -
MCD15A3H.006 MODIS Leaf Area Index/FPAR 4-Day Global 500m
The MCD15A3H V6 level 4, Combined Fraction of Photosynthetically Active Radiation (FPAR), and Leaf Area Index (LAI) product is a 4-day composite data set with 500 meter pixel size. The algorithm chooses the "best" pixel available from all the acquisitions of both MODIS sensors located ... fpar lai vegetation modis mcd115a3h 4-day -
MCD19A2.006: Terra & Aqua MAIAC Land Aerosol Optical Depth Daily 1km
The MCD19A2 V6 data product is a MODIS Terra and Aqua combined Multi-angle Implementation of Atmospheric Correction (MAIAC) Land Aerosol Optical Depth (AOD) gridded Level 2 product produced daily at 1 km resolution. For more information see the MAIAC user guide. Documentation: User's Guide Algorithm ... aod aerosol maiac modis mcd19a2 daily -
MCD43A1.006 MODIS BRDF-Albedo Model Parameters Daily 500m
The MCD43A1 V6 Bidirectional Reflectance Distribution Function and Albedo (BRDF/Albedo) Model Parameters dataset is a 500 meter daily 16-day product. The Julian date represents the 9th day of the 16-day retrieval period, and consequently the observations are weighted to estimate the BRDF/Albedo for that day. ... albedo brdf reflectance modis mcd43a1 daily -
MCD43A2.006 MODIS BRDF-Albedo Quality Daily 500m
The MCD43A2 V6 Bidirectional Reflectance Distribution Function and Albedo (BRDF/Albedo) Quality dataset is a 500 meter daily 16-day product. It contains all the quality information for the corresponding 16-day MCD43A3 Albedo and the MCD43A4 Nadir-BRDF (NBAR) products. The MCD43A2 contains individual band quality and observation ... albedo quality brdf reflectance modis mcd43a2 -
MCD43A3.006 MODIS Albedo Daily 500m
The MCD43A3 V6 Albedo Model dataset is a daily 16-day product. It provides both directional hemispherical reflectance (black sky albedo) and bihemispherical reflectance (white sky albedo) for each of the MODIS surface reflectance bands (band 1 through band 7) as well as 3 broad spectrum ... albedo white-sky black-sky modis mcd43a3 daily -
MCD43A4.006 MODIS Nadir BRDF-Adjusted Reflectance Daily 500m
The MCD43A4 V6 Nadir Bidirectional Reflectance Distribution Function Adjusted Reflectance (NBAR) product provides 500 meter reflectance data of the MODIS "land" bands 1-7. These are adjusted using a bidirectional reflectance distribution function to model the values as if they were collected from a nadir view. ... albedo brdf reflectance modis mcd43a4 daily -
MCD43C3.00C BRDF/Albedo Daily L3 0.05 Deg CMG
The MCD43C3 Version 6 Bidirectional Reflectance Distribution Function and Albedo (BRDF/Albedo) Albedo dataset is produced daily using 16 days of Terra and Aqua MODIS data in a 0.05 degree (5,600 meters at the equator) Climate Modeling Grid (CMG). Data are temporally weighted to the ninth ... albedo white-sky black-sky brdf modis mcd43c3 -
MCD64A1.006 MODIS Burned Area Monthly Global 500m
The Terra and Aqua combined MCD64A1 Version 6 Burned Area data product is a monthly, global gridded 500m product containing per-pixel burned-area and quality information. The MCD64A1 burned-area mapping approach employs 500m MODIS Surface Reflectance imagery coupled with 1km MODIS active fire observations. The algorithm ... burn fire geophysical modis mcd64a1 monthly -
MOD09A1.006 Terra Surface Reflectance 8-Day Global 500m
The MOD09A1 V6 product provides an estimate of the surface spectral reflectance of Terra MODIS bands 1-7 at 500m resolution and corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the seven reflectance bands is a quality layer and four observation ... surface-reflectance sr modis mod09a1 8-day global -
MOD09GA.006 Terra Surface Reflectance Daily Global 1km and 500m
The MODIS Surface Reflectance products provide an estimate of the surface spectral reflectance as it would be measured at ground level in the absence of atmospheric scattering or absorption. Low-level data are corrected for atmospheric gases and aerosols. MOD09GA version 6 provides bands 1-7 in ... surface-reflectance sr modis mod09ga daily global -
MOD09GQ.006 Terra Surface Reflectance Daily Global 250m
The MODIS Surface Reflectance products provide an estimate of the surface spectral reflectance as it would be measured at ground level in the absence of atmospheric scattering or absorption. Low-level data are corrected for atmospheric gases and aerosols. MOD09GQ version 6 provides bands 1 and ... surface-reflectance sr modis mod09gq daily global -
MOD09Q1.006 Terra Surface Reflectance 8-Day Global 250m
The MOD09Q1 product provides an estimate of the surface spectral reflectance of bands 1 and 2 at 250m resolution and corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the two reflectance bands, a quality layer is also included. For each ... surface-reflectance sr modis mod09q1 8-day global -
MOD10A1.006 Terra Snow Cover Daily Global 500m
The MOD10A1 V6 Snow Cover Daily Global 500m product contains snow cover, snow albedo, fractional snow cover, and quality assessment (QA) data. Snow cover data are based on a snow mapping algorithm that employs a Normalized Difference Snow Index (NDSI) and other criteria tests. General ... snow albedo geophysical modis mod10a1 daily -
MOD11A1.006 Terra Land Surface Temperature and Emissivity Daily Global 1km
The MOD11A1 V6 product provides daily land surface temperature (LST) and emissivity values in a 1200 x 1200 kilometer grid. The temperature value is derived from the MOD11_L2 swath product. Above 30 degrees latitude, some pixels may have multiple observations where the criteria for clear-sky ... surface-temperature emissivity lst modis mod11a1 daily -
MOD11A2.006 Terra Land Surface Temperature and Emissivity 8-Day Global 1km
The MOD11A2 V6 product provides an average 8-day land surface temperature (LST) in a 1200 x 1200 kilometer grid. Each pixel value in MOD11A2 is a simple average of all the corresponding MOD11A1 LST pixels collected within that 8 day period. The 8 day compositing ... surface-temperature emissivity lst modis mod11a2 8-day -
MOD13A1.006 Terra Vegetation Indices 16-Day Global 500m
The MOD13A1 V6 product provides a Vegetation Index (VI) value at a per pixel basis. There are two primary vegetation layers. The first is the Normalized Difference Vegetation Index (NDVI) which is referred to as the continuity index to the existing National Oceanic and Atmospheric ... vegetation ndvi evi modis mod13a1 16-day -
MOD13A2.006 Terra Vegetation Indices 16-Day Global 1km
The MOD13A2 V6 product provides two Vegetation Indices (VI): the Normalized Difference Vegetation Index (NDVI) and the Enhanced Vegetation Index (EVI). The NDVI is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. ... vegetation ndvi evi modis mod13a2 16-day -
MOD13Q1.006 Terra Vegetation Indices 16-Day Global 250m
The MOD13Q1 V6 product provides a Vegetation Index (VI) value at a per pixel basis. There are two primary vegetation layers. The first is the Normalized Difference Vegetation Index (NDVI) which is referred to as the continuity index to the existing National Oceanic and Atmospheric ... vegetation ndvi evi modis mod13q1 16-day -
MOD14A1.006: Terra Thermal Anomalies & Fire Daily Global 1km
The MOD14A1 V6 dataset provides daily fire mask composites at 1km resolution derived from the 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 ... fire modis mod14a1 daily global terra -
MOD14A2.006: Terra Thermal Anomalies & Fire 8-Day Global 1km
The MOD14A2 V6 dataset provides 8-day fire mask composites at 1km resolution. It contains the maximum value of the individual pixel classes over the compositing period. Along with the fire mask, an associated quality information layer is also provided. Documentation: User's Guide Algorithm Theoretical Basis ... fire modis mod14a2 8-day global terra -
MOD15A2H.006: Terra Leaf Area Index/FPAR 8-Day Global 500m
The MOD15A2H V6 MODIS combined Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation (FPAR) product is an 8-day composite dataset at 500m resolution. The algorithm chooses the "best" pixel available from all the acquisitions of the Terra sensor from within the 8-day period. ... lai fpar modis mod15a2h 8-day global -
MOD16A2.006: Terra Net Evapotranspiration 8-Day Global 500m
The MOD16A2 Version 6 Evapotranspiration/Latent Heat Flux product is an 8-day composite product produced at 500 meter pixel resolution. The algorithm used for the MOD16 data product collection is based on the logic of the Penman-Monteith equation, which includes inputs of daily meteorological reanalysis data ... evapotranspiration modis mod16a2 8-day global nasa -
MOD17A2H.006: Terra Gross Primary Productivity 8-Day Global 500M 500m
The MOD17A2H V6 Gross Primary Productivity (GPP) product is a cumulative 8-day composite with a 500m resolution. The product is based on the radiation-use efficiency concept and can be potentially used as inputs to data models to calculate terrestrial energy, carbon, water cycle processes, and ... gpp psn productivity photosynthesis modis mod17a2 -
MOD17A3HGF.006: Terra Net Primary Production Gap-Filled Yearly Global 500m
The MOD17A3HGF V6 product provides information about annual Net Primary Productivity (NPP) at 500m pixel resolution. Annual NPP is derived from the sum of all 8-day Net Photosynthesis (PSN) products (MOD17A2H) from the given year. The PSN value is the difference of the Gross Primary ... gpp npp psn productivity photosynthesis modis -
MOD44B.006 Terra Vegetation Continuous Fields Yearly Global 250m
The Terra MODIS Vegetation Continuous Fields (VCF) product is a sub-pixel-level representation of surface vegetation cover estimates globally. Designed to continuously represent Earth's terrestrial surface as a proportion of basic vegetation traits, it provides a gradation of three surface cover components: percent tree cover, percent ... vegetation tree-cover geophysical nasa modis mod44b -
MODOCGA.006 Terra Ocean Reflectance Daily Global 1km
The MODOCGA V6 ocean reflectance product consists of 1 kilometer reflectance data from Terra MODIS bands 8-16. The product is referred to as ocean reflectance, because bands 8-16 are used primarily to produce ocean products, but this is not an ocean product as the tiles ... ocean reflectance sr modis modocga daily -
MYD09A1.006 Aqua Surface Reflectance 8-Day Global 500m
The MYD09A1 V6 product provides an estimate of the surface spectral reflectance of Aqua MODIS bands 1-7 at 500m resolution and corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the seven reflectance bands is a quality layer and four observation ... surface-reflectance sr modis myd09a1 8-day global -
MYD09GA.006 Aqua Surface Reflectance Daily Global 1km and 500m
The MODIS Surface Reflectance products provide an estimate of the surface spectral reflectance as it would be measured at ground level in the absence of atmospheric scattering or absorption. Low-level data are corrected for atmospheric gases and aerosols. MYD09GA version 6 provides bands 1-7 in ... surface-reflectance sr modis myd09ga daily global -
MYD09GQ.006 Aqua Surface Reflectance Daily Global 250m
The MODIS Surface Reflectance products provide an estimate of the surface spectral reflectance as it would be measured at ground level in the absence of atmospheric scattering or absorption. Low-level data are corrected for atmospheric gases and aerosols. MYD09GQ version 6 provides bands 1 and ... surface-reflectance sr modis myd09gq daily global -
MYD09Q1.006 Aqua Surface Reflectance 8-Day Global 250m
The MYD09Q1 product provides an estimate of the surface spectral reflectance of bands 1 and 2 at 250m resolution and corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the two reflectance bands, a quality layer is also included. For each ... surface-reflectance sr modis myd09q1 8-day global -
MYD10A1.006 Aqua Snow Cover Daily Global 500m
The MYD10A1 V6 Snow Cover Daily Global 500m product contains snow cover, snow albedo, fractional snow cover, and quality assessment (QA) data. Snow cover data are based on a snow mapping algorithm that employs a Normalized Difference Snow Index (NDSI) and other criteria tests. General ... snow albedo geophysical modis myd10a1 daily -
MYD11A1.006 Aqua Land Surface Temperature and Emissivity Daily Global 1km
The MYD11A1 V6 product provides daily land surface temperature (LST) and emissivity values in a 1200 x 1200 kilometer grid. The temperature value is derived from the MOD11_L2 swath product. Above 30 degrees latitude, some pixels may have multiple observations where the criteria for clear-sky ... surface-temperature emissivity lst modis myd11a1 daily -
MYD11A2.006 Aqua Land Surface Temperature and Emissivity 8-Day Global 1km
The MYD11A2 V6 product provides an average 8-day land surface temperature (LST) in a 1200 x 1200 kilometer grid. Each pixel value in MYD11A2 is a simple average of all the corresponding MOD11A1 LST pixels collected within that 8 day period. The 8 day compositing ... surface-temperature emissivity lst modis myd11a2 8-day -
MYD13A1.006 Aqua Vegetation Indices 16-Day Global 500m
The MYD13A1 V6 product provides a Vegetation Index (VI) value at a per pixel basis. There are two primary vegetation layers. The first is the Normalized Difference Vegetation Index (NDVI) which is referred to as the continuity index to the existing National Oceanic and Atmospheric ... vegetation ndvi evi modis myd13a1 16-day -
MYD13A2.006 Aqua Vegetation Indices 16-Day Global 1km
The MYD13A2 V6 product provides two Vegetation Indices (VI): the Normalized Difference Vegetation Index (NDVI) and the Enhanced Vegetation Index (EVI). The NDVI is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. ... vegetation ndvi evi modis myd13a2 16-day -
MYD13Q1.006 Aqua Vegetation Indices 16-Day Global 250m
The MYD13Q1 V6 product provides a Vegetation Index (VI) value at a per pixel basis. There are two primary vegetation layers. The first is the Normalized Difference Vegetation Index (NDVI) which is referred to as the continuity index to the existing National Oceanic and Atmospheric ... vegetation ndvi evi modis myd13q1 16-day -
MYD14A1.006: Aqua Thermal Anomalies & Fire Daily Global 1km
The MYD14A1 V6 dataset provides daily fire mask composites at 1km resolution derived from the 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 ... fire modis myd14a1 daily global aqua -
MYD14A2.006: Aqua Thermal Anomalies & Fire 8-Day Global 1km
The MYD14A2 V6 dataset provides 8-day fire mask composites at 1km resolution. It contains the maximum value of the individual pixel classes over the compositing period. Along with the fire mask, an associated quality information layer is also provided. Documentation: User's Guide Algorithm Theoretical Basis ... fire modis myd14a2 8-day global aqua -
MYD15A2H.006: Aqua Leaf Area Index/FPAR 8-Day Global 500m
The MYD15A2H V6 MODIS combined Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation (FPAR) product is an 8-day composite dataset at 500m resolution. The algorithm chooses the "best" pixel available from all the acquisitions of the Aqua sensor from within the 8-day period. ... lai fpar modis myd15a2h 8-day global -
MYD17A2H.006: Aqua Gross Primary Productivity 8-Day Global 500M 500m
The MYD17A2H V6 Gross Primary Productivity (GPP) product is a cumulative 8-day composite with a 500m resolution. The product is based on the radiation-use efficiency concept and can be potentially used as inputs to data models to calculate terrestrial energy, carbon, water cycle processes, and ... gpp psn productivity photosynthesis modis mod17a2 -
MYD17A3HGF.006: Aqua Net Primary Production Gap-Filled Yearly Global 500m
The MYD17A3HGF V6 product provides information about annual Net Primary Productivity (NPP) at 500m pixel resolution. Annual NPP is derived from the sum of all 8-day Net Photosynthesis (PSN) products (MOD17A2H) from the given year. The PSN value is the difference of the Gross Primary ... gpp npp psn productivity photosynthesis modis -
MYDOCGA.006 Aqua Ocean Reflectance Daily Global 1km
The MYDOCGA V6 ocean reflectance product consists of 1 kilometer reflectance data from Aqua MODIS bands 8-16. The product is referred to as ocean reflectance, because bands 8-16 are used primarily to produce ocean products, but this is not an ocean product as the tiles ... ocean reflectance sr modis mydocga daily -
MOD08_M3.061 Terra Atmosphere Monthly Global Product
MOD08_M3 V6.1 is an atmosphere global product that contains monthly 1 x 1 degree grid average values of atmospheric parameters. These parameters are related to atmospheric aerosol particle properties, total ozone burden, atmospheric water vapor, cloud optical and physical properties, and atmospheric stability indices. The ... atmosphere temperature geophysical modis mod08 mod08-m3 -
MYD08_M3.061 Aqua Atmosphere Monthly Global Product
MYD08_M3 V6.1 is an atmosphere global product that contains monthly 1 x 1 degree grid average values of atmospheric parameters. These parameters are related to atmospheric aerosol particle properties, total ozone burden, atmospheric water vapor, cloud optical and physical properties, and atmospheric stability indices. The ... atmosphere temperature geophysical modis mod08 myd08-m3 -
MOD16A2: MODIS Global Terrestrial Evapotranspiration 8-Day Global 1km
The MOD16A2 V105 product provides information about 8-day global terrestrial evapotranspiration at 1km pixel resolution. Evapotranspiration (ET) is the sum of evaporation and plant transpiration from the Earth's surface to the atmosphere. With long-term ET data, the effects of changes in climate, land use, and ... evapotranspiration modis mod16a2 8-day global -
RESOLVE Ecoregions 2017
The RESOLVE Ecoregions dataset, updated in 2017, offers a depiction of the 846 terrestrial ecoregions that represent our living planet. View the stylized map at http://ecoregions2017.appspot.com/ or in Earth Engine. Ecoregions, in the simplest definition, are ecosystems of regional extent. Specifically, ecoregions represent distinct assemblages ... ecoregions biodiversity conservation habitats global protection -
Primary humid tropical forests
Primary humid tropical forests provide numerous global ecosystem services, but are under continuing threat of clearing from economic drivers. To facilitate national land use planning and balancing the goals of economic development and maintenance of ecosystem services, a primary humid tropical forest map was created ... global forest landsat-derived umd glad