Analysing the generality of spatially predictive mosquito habitat models

► There are temporal variabilities in mosquito habitat-environment relationships. ► Habitat models developed using data collected at wet seasons have good performance in predicting dry season habitats. ► Models developed using different modelling approaches have different performance. ► In our study, the flexibility of modelling approaches and spatial autocorrelation have limited impact on the accuracy of habitat models.