Projection approach |
Historical average |
Linear time function |
2nd order polynomial time function |
Global linear model (all 12 driver variables; see Table 4) |
Global linear model (300 repetitions of 3–11 random combinations of driver variables) |
Regional linear model (all 12 driver variables; see Table 4) |
Regional linear model (300 repetitions of 3–11 random combinations of driver variables) |
Forest dataset |
European Space Agency Climate Change Initiative Land Cover (ESA CCI-LC) land cover 300 m, forest defined by land covers 50-90 and 160-170 where tree cover > 15%25. Forest cover for each year was clipped to the previous year to allow only forest loss. |
Hansen Global Forest Change 30 m, forest defined by tree cover > 15%23
|
Hansen Global Forest Change 30 m, forest defined by tree cover > 30%23
|
Hansen Global Forest Change 30 m, forest defined by tree cover > 60%23
|
MODIS MCD12Q1.061 land cover 500 m, forest defined by land covers 1-6 under classification Type 1 (International Geosphere Biosphere Programme classes) where tree cover > 60%24. Forest cover for each year was clipped to the previous year to allow only forest loss. |
Historical reference years |
5–15 years |
Starting year |
2000–2021 (Hansen) |
2001–2020 (MODIS) |
1992–2020 (ESA-CCI) |
Aboveground biomass (AGB) |
Spawn et al.27, 300 m |
Global Ecosystem Dynamics Investigation (GEDI) L4B28, 25 m |
Soto-Navarro et al.26, 300 m |
Belowground biomass (BGB) |
Spawn et al.27, 300 m |
Soto-Navarro et al.26, 300 m |
Intergovernmental Panel for Climate Change (IPCC) BGB ratios45
|
Soil organic carbon (SOC) |
European Soil Data Centre (ESDAC)46, 30 arc sec |
OpenLandMap47, 250 m |