Table 2 Models used to attribute disturbance fluxes for the Brazilian Amazon* and for the whole Biogeographical Amazon†.
From: Synthesis of the land carbon fluxes of the Amazon region between 2010 and 2020
Model | Disturbance area input | Biomass input | Spatial Resolution | Extent | Emissions uncertainty | Gross or net | Main processes | Model reference |
---|---|---|---|---|---|---|---|---|
*INPE-EM | Based on remote sensing observation; Deforestation areas from PRODES; Degradation areas from DEGRAD and DETER-B; | Spatial; 4th National Inventory of Greenhouse Gases (Brazil MCTI,70) | Output 5x5km Input 30mx30m | Brazilian Amazon | NA | Deforestation and degradation gross source and sink flux based on literature response curves (see parameters details in Supplementary Table 1) | Deforestation in old-growth forest only and forest degradation (e.g., forest degradation by fire and logging) | |
*†BLUE | Based on the Land Use Harmonization 2 (LUH2) dataset. This product uses information on agricultural areas based on the History of the Global Environmental database (HYDE). HYDE is based on in-country FAO statistics and uses the ESA CCI Land Cover maps to scale the in-country areas from FAO to global, spatially explicit estimates. For Brazil it constrains the cropland and grazing areas using MapBiomas c6 areas at the state level. For wood harvest, LUH2 uses FAO/FRA statistics. | Biome level carbon stocks based on literature (Hansis et al,25) | 0.25°x0.25° | Global | NA | Land use and land use change and forestry gross source and gross sink flux based on carbon densities and response curves from literature (see parameters details in Supplementary Table 2) | Clearing of natural vegetation, including forests, for agricultural expansion (including in shifting cultivation); degradation through logging or use of natural vegetation for rangelands, regrowth of natural vegetation after agricultural abandonment and logging. | Hansis et al.25 |
*†GFED | Based on remote sensing observation; Burned area is derived from the Moderate Resolution Imaging Spectroradiometer (MODIS). | Biome level; Modelled by CASA | 0.25°x0.25° | Global | 1σ 50% (Global) | Net immediate fire fluxes | Deforestation and degradation fires. GFED considers burned forests are carbon neutral in the long-term. So, GFED presents only immediate emissions and does not account for emissions from late tree mortality due fire occurrence. | van der Werf et al.40 |
*†FATE | Based on remote sensing observation; Burned area from MapBiomas fire collection 1 (beta version) | Spatial; Carbon stocks from 4th National Inventory of Greenhouse Gases (Brazil MCTI,70) | 30mx30m | Brazilian Amazon | NA | Net flux based on field-inventory relationship and scaled-up with remote sensing data (Silva et al,21) | Long-term net carbon balance of degradation fires in burned forests not deforested up to 2020. FATE accounts for late tree mortality fluxes due fire occurrence. | Silva et al.21 |