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A novel approach for modelling pattern and spatial dependence structures between climate variables by combining mixture models with copula models 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Khan, Firdos;  Spoeck, Gunter;  Pilz, Juergen
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
copula model  C-Vine  D-Vine  EM algorithm  mixture models  monsoon  spatial dependence structure  
Non-Gaussian spatiotemporal simulation of multisite daily precipitation: downscaling framework 期刊论文
CLIMATE DYNAMICS, 2018, 50: 1-15
作者:  Ben Alaya, M. A.;  Ouarda, T. B. M. J.;  Chebana, F.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Statistical downscaling  Vector generalized linear model  Multisite daily precipitation  Copula  Multivariate autoregressive Gaussian field  Binary entropy  Non parametric bootstrapping  
Future changes to drought characteristics over the Canadian Prairie Provinces based on NARCCAP multi-RCM ensemble 期刊论文
CLIMATE DYNAMICS, 2017, 48
作者:  Masud, M. B.;  Khaliq, M. N.;  Wheater, H. S.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Drought characteristics  Copula  Multivariate frequency analysis  Multivariate homogeneity testing  Regional climate model  NARCCAP  Canadian Prairie Provinces  
A comparative study to determine the optimal copula model for the wind speed and precipitation of typhoons 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 (4)
作者:  Um, Myoung-Jin;  Joo, Kyungwon;  Nam, Woosung;  Heo, Jun-Haeng
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
typhoon  wind speed  total precipitation  copula model  marginal distribution