Spatial distribution of groundwater As was investigated in Xinjiang. High As groundwater was found in the north, south and east of Xinjiang. Arsenic concentrations generally increased with the increase in well depths. Desorption and/or reductive dissolution led to As enrichment in groundwater. Model-based prediction of groundwater As would deviate from real data.