A lack of accuracy, uniqueness, and systematic classification of cropland categories, together with long-pending updates of high-resolution cropland mapping, are the primary challenges that need to be addressed in developing high-resolution cropland maps for South Asia. In this review, we identify the major concerns, particularly the paucity of knowledge regarding the spatial distribution of major crop types within south Asia.