This dataset is a map of the average yearly sediment yield from Hydrologic Response Unit (HRU) in metric tons per hectare using the observed climatic variables (i.e. precipitation, minimum & maximum temperature, and solar radiation) from 2001 to 2010. It covers the Central Slopes NRM region. The modelling was done using the Soil and Water Assessment Tool (SWAT). Intended for use at catchment scale, this raster dataset has a cell size of 90m x 90m.