Most malaria endemic countries experience seasonal variation in transmission. Georeferenced time-series data from peer-reviewed articles and routine case reporting are collated and an inferential model constructed to relate transmission data to a suite of temporally dynamic environmental covariates (temperature, vegetation, humidity etc.) from the MODIS remote sensing platform.