With growing urbanization, global landcover is changing quickly. There is a huge heterogeneity in the land cover that is currently not well captured in physical modeling for global and regional models (due to both model resolution and available land cover data). Related to land cover sub-grid scale variability especially in urban and sub-urban areas, modeling exercises should use a mosaic approach by including the influence of different land use categories within a grid box for better representation of surface characteristics.