… In the absence of data for certain periods, we borrowed information from regional trends,
assuming that fuel use patterns are likely to be similar. Also, the model should not be unduly …

… fuel categories 11 (detailed in “Methods” section), we report estimates of main cooking fuel
use at country, regional, (… —this means our regional estimates for specific fuels (eg, gas) refer …

… the estimated proportion of annual burned area within each ecosystem were as much as 40%
among five land-cover products. As a result, fuel consumption estimates … of fuel maps and …

… estimating fuel load and fire weather, and considers whether spatial and temporal information
could be used to improve the estimation of … the national and regional estimates point to the …

… ing in savannas and other areas with herbaceous fuels. To assess how well active fires
captured regional spatial patterns, we estimated the spatial correlation between active fires and …

… of fuel attributed to each end-use was similar across regions, … estimate of average fuel
consumption in winter based on reported changes in stove use and a single non-winter direct fuel …

… In this study, we create a new way of estimating fuel consumed by combining burned areas
(… way of estimating fuel consumed during a fire improves fire aerosol estimates and could …

… fuel categories11 (detailed in Section 4), we 69 report estimates of cooking fuel use at country,
regional (… – this means our regional estimates for 351 specific fuels (eg gas) refer only to …

… fuel use by households. We find that, in 2019, annual emissions from non-renewable wood
fuel … -production activities, by country and world regions. The dataset has been developed …

… , we use five fire size information sources, seven fuel loading … We find that the choice of fuel
loading is the most critical step … were higher in regions with higher fuel loadings. Moreover, …