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A dynamical statistical framework for seasonal streamflow forecasting in an agricultural watershed 期刊论文
CLIMATE DYNAMICS, 2019, 53 (12) : 7429-7445
作者:  Slater, Louise J.;  Villarini, Gabriele;  Bradley, A. Allen;  Vecchi, Gabriel A.
收藏  |  浏览/下载:9/0  |  提交时间:2020/02/17
Seasonal forecasting  Probabilistic forecast  Streamflow forecasts  North-American Multi Model ensemble (NMME)  
The relationship among probabilistic, deterministic and potential skills in predicting the ENSO for the past 161 years 期刊论文
CLIMATE DYNAMICS, 2019, 53 (11) : 6947-6960
作者:  Liu, Ting;  Tang, Youmin;  Yang, Dejian;  Cheng, Yanjie;  Song, Xunshu;  Hou, Zhaolu;  Shen, Zheqi;  Gao, Yanqiu;  Wu, Yanling;  Li, Xiaojing;  Zhang, Banglin
收藏  |  浏览/下载:9/0  |  提交时间:2020/02/17
ENSO ensemble forecast  Predictability  Nonlinear monotonic relationship  
A probabilistic gridded product for daily precipitation extremes over the United States 期刊论文
CLIMATE DYNAMICS, 2019, 53: 2517-2538
作者:  Risser, Mark D.;  39;Brien, Travis A.
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
Extreme value analysis  Precipitation  Spatial statistics  Nonparametric bootstrap  Global Historical Climatology Network  Gaussian processes  Gridded daily precipitation  
An effective post-processing of the North American multi-model ensemble (NMME) precipitation forecasts over the continental US 期刊论文
CLIMATE DYNAMICS, 2018, 51: 457-472
作者:  Khajehei, Sepideh;  Ahmadalipour, Ali;  Moradkhani, Hamid
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
NMME  COP-EPP  Quantile mapping  Bias correction  CONUS  
A comparison of metrics for assessing state-of-the-art climate models and implications for probabilistic projections of climate change 期刊论文
CLIMATE DYNAMICS, 2018, 50: 2087-2106
作者:  Ring, Christoph;  Pollinger, Felix;  Kaspar-Ott, Irena;  Hertig, Elke;  Jacobeit, Jucundus;  Paeth, Heiko
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Model-weighting  CMIP3  CMIP5  Mediterranean  Spatial scales  Probabilistic climate projections  
Objectively combining AR5 instrumental period and paleoclimate climate sensitivity evidence 期刊论文
CLIMATE DYNAMICS, 2018, 50: 2199-2216
作者:  Lewis, Nicholas;  Grunwald, Peter
收藏  |  浏览/下载:0/0  |  提交时间:2019/04/09
Climate sensitivity  Combining evidence  Objective Bayesian  Profile likelihood  Bayesian updating  AR5  
Subseasonal prediction of the heat wave of December 2013 in Southern South America by the POAMA and BCC-CPS models 期刊论文
CLIMATE DYNAMICS, 2018, 50: 67-81
作者:  Osman, Marisol;  Alvarez, Mariano S.
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
S2S  South America  SACZ  Heat wave  
A climatology of potential severe convective environments across South Africa 期刊论文
CLIMATE DYNAMICS, 2017, 49
作者:  Blamey, R. C.;  Middleton, C.;  Lennard, C.;  Reason, C. J. C.
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09
Convective environments  South Africa  CFSR reanalysis  Inter-annual variability  ENSO  
An empirical model for probabilistic decadal prediction: global attribution and regional hindcasts 期刊论文
CLIMATE DYNAMICS, 2017, 48
作者:  Suckling, Emma B.;  van Oldenborgh, Geert Jan;  Eden, Jonathan M.;  Hawkins, Ed
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
Empirical modelling  Decadal prediction  Hindcast skill  
Advances in projection of climate change impacts using supervised nonlinear dimensionality reduction techniques 期刊论文
CLIMATE DYNAMICS, 2017, 48
作者:  Sarhadi, Ali;  Burn, Donald H.;  Yang, Ge;  Ghodsi, Ali
收藏  |  浏览/下载:1/0  |  提交时间:2019/04/09
Dimensionality reduction  Statistical downscaling  Supervised Principal Component Analysis (S-PCA)  Climate change  Supervised learning