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A Bayesian Approach for Statistical-Physical Bulk Parameterization of Rain Microphysics. Part II: Idealized Markov Chain Monte Carlo Experiments 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2020, 77 (3) : 1043-1064
作者:  Van Lier-Walqui, Marcus;  Morrison, Hugh;  Kumjian, Matthew R.;  Reimel, Karly J.;  Prat, Olivier P.;  Lunderman, Spencer;  Morzfeld, Matthias
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
Atmosphere  Cloud microphysics  Radars  Radar observations  Bayesian methods  Cloud parameterizations  Model errors  
A Bayesian Approach for Statistical-Physical Bulk Parameterization of Rain Microphysics. Part I: Scheme Description 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2020, 77 (3) : 1019-1041
作者:  Morrison, Hugh;  van Lier-Walqui, Marcus;  Kumjian, Matthew R.;  Prat, Olivier P.
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Atmosphere  Cloud microphysics  Radars  Radar observations  Bayesian methods  Cloud parameterizations  Model errors  
Advances in Quantifying Streamflow Variability Across Continental Scales: 2. Improved Model Regionalization and Prediction Uncertainties Using Hierarchical Bayesian Methods 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11061-11087
作者:  Alexander, Richard B.;  Schwarz, Gregory E.;  Boyer, Elizabeth W.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
hierarchical Bayesian  hydrological modeling  SPARROW  regionalization methods  
Assessment of the urban heat island in the city of Tehran using reliability methods 期刊论文
ATMOSPHERIC RESEARCH, 2019, 225: 144-156
作者:  Jahangir, Mohammad Sina;  Moghim, Sanaz
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Urban Heat Island  Reliability framework  WRF-ARW  Downscaling methods  Bayesian regression  
Partitioning Uncertainty Components of an Incomplete Ensemble of Climate Projections Using Data Augmentation 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (8) : 2423-2440
作者:  Evin, Guillaume;  Hingray, Benoit;  Blanchet, Juliette;  Eckert, Nicolas;  Morin, Samuel;  Verfaillie, Deborah
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
Bayesian methods  Error analysis  Risk assessment  Statistical techniques  Climate models  Climate variability  
A Test of Emergent Constraints on Cloud Feedback and Climate Sensitivity Using a Calibrated Single-Model Ensemble 期刊论文
JOURNAL OF CLIMATE, 2018, 31 (18) : 7515-7532
作者:  Wagman, Benjamin M.;  Jackson, Charles S.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Atmosphere  Climate sensitivity  Bayesian methods  Climate prediction  Ensembles  Probability forecasts  models  distribution  
Bayesian methods to estimate urban growth potential 期刊论文
LANDSCAPE AND URBAN PLANNING, 2017, 163: 43481
作者:  Smith, Jordan W.;  Smart, Lindsey S.;  Dorning, Monica A.;  Dupey, Lauren Nicole;  Meley, Andreanne;  Meentemeyer, Ross K.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Stated choice methods  Urbanization  Land change  Bayesian model  
Final technical report for Decadal Prediction and Stochastic Simulation of Hydroclimate over Monsoonal Asia 科技报告
来源：US Department of Energy (DOE). 出版年： 2016
作者:  Smyth, Padhraic
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/05
precipitation  statistical models  Bayesian methods