This paper examines the effect on economic welfare of alternative surface water allocations in the Alberta portion of the South Saskatchewan River Basin in Canada. Growing demands for urban and instream water uses add to significant irrigation withdrawals, all contributing to relative water scarcity. A computational model optimizes the annual value derived from spatially diverse water withdrawals, fully respecting their hydrologic and economic linkages.