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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：16/0  |  提交时间：2019/11/27
Urban Heat Island  Reliability framework  WRF-ARW  Downscaling methods  Bayesian regression  
A Bayesian Model Averaging approach for modelling tree mortality in relation to site, competition and climatic factors for Chinese fir plantations 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 440: 169-177
作者:  Lu, Lele;  Wang, Hanchen;  Chhin, Sophan;  Duan, Aiguo;  Zhang, Jianguo;  Zhang, Xiongqing
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
Tree mortality  Chinese fir  Endogenous factors  Climate factors  Bayesian Model Averaging  Logistic stepwise regression  
Flow Prediction in Ungauged Catchments Using Probabilistic Random Forests Regionalization and New Statistical Adequacy Tests 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 4364-4392
作者:  Prieto, Cristina;  Le Vine, Nataliya;  Kavetski, Dmitri;  Garcia, Eduardo;  Medina, Raul
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/26
regionalization  ungauged catchments  uncertainty  random forests regression  model adequacy test  Bayesian inference  
Six Centuries of Upper Indus Basin Streamflow Variability and Its Climatic Drivers 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (8) : 5687-5701
作者:  Rao, Mukund Palat;  39;Arrigo, Rosanne D.
收藏  |  浏览/下载：18/0  |  提交时间：2019/04/09
tree rings  streamflow reconstruction  Hierarchical Bayesian Regression  Karakoram  glaciers  drought  
Criteria to evaluate the validity of multi-model ensemble methods 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (8) : 3432-3438
作者:  Zhang, Xianliang;  Yan, Xiaodong
收藏  |  浏览/下载：29/0  |  提交时间：2019/04/09
Bayesian model averaging  boundary preservation criterion  multi-model ensemble  multiple linear regression  order preservation criterion  
Changes of extreme precipitation and nonlinear influence of climate variables over monsoon region in China 期刊论文
ATMOSPHERIC RESEARCH, 2017, 197
作者:  Gao, Tao;  Wang, Huixia Judy;  Zhou, Tianjun
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Bayesian dynamic linear regression  Extreme precipitation  Generalized additive models  Monsoon regions  China  
A Bayesian hierarchical model for climate change detection and attribution 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (11)
作者:  Katzfuss, Matthias;  Hammerling, Dorit;  Smith, Richard L.
收藏  |  浏览/下载：18/0  |  提交时间：2019/04/09
optimal fingerprinting  Bayesian model averaging  regression  empirical orthogonal functions  global circulation models  uncertainty  
When mechanism matters: Bayesian forecasting using models of ecological diffusion 期刊论文
ECOLOGY LETTERS, 2017, 20 (5)
作者:  Hefley, Trevor J.;  Hooten, Mevin B.;  Russell, Robin E.;  Walsh, Daniel P.;  Powell, James A.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Agent-based model  Bayesian analysis  boosted regression trees  dispersal  generalised additive model  invasion  partial differential equation  prediction  spatial confounding