A Bayesian Processor of Uncertainty for Precipitation Forecasting Using Multiple Predictors and Censoring

作者: Paolo Reggiani , Oleksiy Boyko

DOI: 10.1175/MWR-D-19-0066.1

关键词: StatisticsBayesian probabilityMathematicsCensoring (statistics)

摘要: AbstractA Bayesian processor of uncertainty for numerical precipitation forecasts is presented. The predictive density estimated on the basis normalized variates, use censored distribu...

参考文章(50)
Paul Berrisford, P. Poli, K. Fielding, M. Fuentes, R. Brugge, A. Simmons, D. Dee, S. Uppala, S. Kobayashi, P. Kallberg, The ERA-Interim archive, version 2.0 ECMWF. ,(2011)
Ezio Todini, Federica Pellegrini, A Maximum Likelihood Estimator for Semi-Variogram Parameters in Kriging geoENV II — Geostatistics for Environmental Applications. pp. 187- 198 ,(1999) , 10.1007/978-94-015-9297-0_16
Marc Alpert, Howard Raiffa, Judgment under uncertainty: A progress report on the training of probability assessors Cambridge University Press. pp. 294- 305 ,(1982) , 10.1017/CBO9780511809477.022
Adrian E. Raftery, Steven Lewis, How Many Iterations in the Gibbs Sampler Defense Technical Information Center. ,(1991) , 10.21236/ADA640705
Michael Scheuerer, Thomas M. Hamill, Statistical Postprocessing of Ensemble Precipitation Forecasts by Fitting Censored, Shifted Gamma Distributions* Monthly Weather Review. ,vol. 143, pp. 4578- 4596 ,(2015) , 10.1175/MWR-D-15-0061.1
P. A. P. Moran, Simulation and Evaluation of Complex Water Systems Operations Water Resources Research. ,vol. 6, pp. 1737- 1742 ,(1970) , 10.1029/WR006I006P01737
Karen S. Kelly, Roman Krzysztofowicz, Precipitation uncertainty processor for probabilistic river stage forecasting Water Resources Research. ,vol. 36, pp. 2643- 2653 ,(2000) , 10.1029/2000WR900061
Tilmann Gneiting, Adrian E. Raftery, Anton H. Westveld, Tom Goldman, Calibrated Probabilistic Forecasting Using Ensemble Model Output Statistics and Minimum CRPS Estimation Monthly Weather Review. ,vol. 133, pp. 1098- 1118 ,(2005) , 10.1175/MWR2904.1