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1. Introduction Precipitation probability forecasts became available to the public in the United States nearly 50 years ago (Murphy 1998). The probability of precipitation (PoP) forecast conveys the likelihood that measurable precipitation (≥0.01 in.) will occur at any given point in the forecast area within a particular time frame, usually 12 h (National Weather Service 1984, part C, chapter 11).
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