The feasibility of a weather radar to map precipitation in the Alberta Oil Sands Environmental Research Program (AOSERP) study area near Fort McMurray, Alberta was investigated. Consultations with various groups and agencies associated with AOSERP revealed that representative precipitation data are of greatest importance to the Meteorology and Air Quality Technical Research Committee and the Hydrology Technical Research Committee. Typically, measurements are required of accumulated precipitation amounts accurate to 20 percent with spatial resolutions of four km2 • The present raingauge network may be unable to provide precipitation data with sufficient resolution and accuracy. On the other hand, careful study suggests that a radar calibrated with surface gauges may provide adequate estimates of surface precipitation. Several problems must be carefully investigated before a useful weather radar system can be realized. Of prime consequence are radar design, melting layer effects, radar location and data management. Although capital and operating expenditures for a precipitation measurement radar system need to be closely examined, it has been shown elsewhere for areas greater than 3000 km2 that a weather radar system is more economical for precipitation measurement than an equivalent raingauge network. In summary, a weather radar (calibrated with precipitation gauges) can approach fulfilment of requirements for more accurate precipitation data within the AOSERP study area.