Integrating burned area as a complementary performance measure for daily fire danger assessment: A large-scale test

•Models that are successful in predicting fire danger may fail to identify days with large fire.•Multi-variable models yield better results than single-variable models.•Multi-variable meteorological models performed similarly to single-variable fire weather models.•The role of modeling approach was related to the region being modeled or the input variable groups.