To date, the influence of debris on Karakoram glaciers has only been directly assessed by a small number of glaciological measurements over short periods. Here, supraglacial debris is included in a high-resolution, interactively coupled atmosphere–glacier modeling system to understand glaciological and meteorological changes that arise due to the presence of the debris.