The Landscape Assessment of Nutrient Loading to Waterbodies (LANLoad) is a geospatial screening tool designed to facilitate water quality management decisions. It provides an estimate of the relative likelihood that nutrient inputs applied to locations on land will impact surface water quality. LANLoad is based solely on physical landscape characteristics and may be used independently or with other relevant datasets such as those that reflect nutrient application rates. This dataset includes LANLoad for the Northern Everglades and Estuaries Protection Program (NEEPP) region.