We present a generic spatially explicit modeling framework to estimate carbon emissions from deforestation ( INPE ‐ EM ). The framework incorporates the temporal dynamics related to the deforestation process and accounts for the biophysical and socioeconomic heterogeneity of the region under study. We build an emission model for the Brazilian Amazon combining annual maps of new clearings, four maps of biomass, and a set of alt...