Saatchi et al. [31]
|
Amazon Basin
|
1 km
|
2000–2004
|
544/many sources
|
~ 361/~ 1633d
|
MODIS (NDVI, LAI, % tree cover), JERS-1 radar, SRTM/vegetation map, climate data (WorldClim)
|
Biomass classification approach
|
Nogueira et al. [32]
|
Brazilian Amazon
|
1 km (landscape level)
|
Only 1976
|
2879/RadamBrasil and literature
|
2879/2879
|
No/vegetation map [40]
|
None
|
MCT [15]
|
Brazilian Amazon
|
1 km (landscape level)
|
1973–1983a
|
1710c/RadamBrasil and literature
|
1682/1682
|
No/vegetation [19], soils [41]
|
None
|
Saatchi et al. [18]
|
Pantropical
|
1 km
|
2000
|
4079b (493 for calibration)/many sources
|
~ 707/~ 1770d
|
MODIS (NDVI, LAI, % tree cover), LiDAR from GLAS/forest height map
|
MaxEnt
|
Baccini et al. [33]
|
Pantropical
|
500 m
|
2007–2008
|
283b/measured
|
No data
|
MODIS, LiDAR from GLAS, SRTM
|
RandomForest
|
Mitchard et al. [22]
|
Amazon Basin
|
500 m
|
1960–2013a
|
413/RAINFOR and TEAM
|
105/405
|
No/regional map based on geography and substrate origin
|
Kriging, inverse distance kernel
|
Nogueira et al. [34]
|
Brazilian Amazon
|
1 km (landscape level)
|
1970a
|
2317c/RadamBrasil and literature
|
2373/2317
|
No/vegetation map [40]
|
None
|
Avitabile et al. [35]
|
Pantropical
|
1 km
|
2000–2013a
|
648/RAINFOR, TEAM and sustainable landscapes
|
~500/No data
|
No/high-resolution AGB maps
|
Fusion model
|
MCT [6]
|
Brazilian Amazon
|
1 km (landscape level)
|
1973–1983a
|
1682 plots/RadamBrasil
|
1682/1682
|
No/vegetation [19], soils [41]
|
Inverse distance weighting
|