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High-resolution Calibrated Probabilistic Hourly Precipitation from a Deterministic Forecast

Hamill, Thomas M
arXiv (All) · Papers
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atmospheric-and-oceanic-physicsmachine-learning
An ``Attention Residual U-Net'' method is described for probabilistic quantitative precipitation forecasting (PQPF) that predicts the hourly probability of no precipitation plus the distribution of positive precipitation from a weighted mixture of two Gamma distributions. The neural network is train
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