Dead fine fuel moisture content (FM) is crucial for modelling wildfire risk.
Vapour pressure deficit (D) is a good predictor of FM.
MODIS land surface temperature is a good predictor of D.
We used MODIS land surface temperature to model FM at a regional scale.
FM predictions of similar accuracy were achieved with gridded weather data.