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A Canadian Precipitation Analysis (CaPA) project for producing 6 h rainfall accumulations at a resolution of 15 km over North America in real-time is described. The spatial interpolation technique is based on statistical interpolation using short-range precipitation forecasts from the Canadian Meteorological Centre's (CMC) regional model as the background field with rain-gauge measurements from the surface network and radar derived rain rates as observations. A pilot study was undertaken overdoi:10.3137/ao.450101 fatcat:5oyl62fldfgpzpbhqyjfyie6tu