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Coupling annual, monthly and daily weather generators to simulate multisite and multivariate climate variables with low-frequency variability for hydrological modelling 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3841-3860
作者:  Chen, Jie;  Arsenault, Richard;  Brissette, Francois P.;  Cote, Pascal;  Su, Tianhua
收藏  |  浏览/下载:3/0  |  提交时间:2019/11/27
Weather generator  Multisite and multivariate dependencies  Low-frequency variability  Hydrological modeling  
A new two-stage multivariate quantile mapping method for bias correcting climate model outputs 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3603-3623
作者:  Guo, Qiang;  Chen, Jie;  Zhang, Xunchang;  Shen, Mingxi;  Chen, Hua;  Guo, Shenglian
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Bias correction  Inter-variable correlation  Statistical downscaling  Climate change  Global climate model  
Multi-site multivariate downscaling of global climate model outputs: an integrated framework combining quantile mapping, stochastic weather generator and Empirical Copula approaches 期刊论文
CLIMATE DYNAMICS, 2019, 52: 5775-5799
作者:  Li, Xin;  Babovic, Vladan
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/26
Multi-site multivariate downscaling  Global climate models  Quantile mapping  Stochastic weather generator  Empirical Copula  
Changes of precipitation regime and its indices over Rajasthan state of India: impact of climate change scenarios experiments 期刊论文
CLIMATE DYNAMICS, 2019, 52: 3405-3420
作者:  Pradhan, Rajani K.;  Sharma, Devesh;  Panda, S. K.;  Dubey, Swatantra Kumar;  Sharma, Aditya
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/26
SRES  LARS-WG5  IMD  Consecutive dry days  Extreme Indices  
A new scheme for multivariate, multisite weather generator with inter-variable, inter-site dependence and inter-annual variability based on empirical copula approach 期刊论文
CLIMATE DYNAMICS, 2019, 52: 2247-2267
作者:  Li, Xin;  Babovic, Vladan
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Multivariate multi-site weather generator  Spatial dependence  Inter-variable dependence  Inter-annual variability  Empirical copula  
Forecasting the evolution in the mixing regime of a deep subalpine lake under climate change scenarios through numerical modelling (Lake Maggiore, Northern Italy/Southern Switzerland) 期刊论文
CLIMATE DYNAMICS, 2018, 51: 3521-3536
作者:  Fenocchi, Andrea;  Rogora, Michela;  Sibilla, Stefano;  Ciampittiello, Marzia;  Dresti, Claudia
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
Climate change impact  Inland waters warming  Hydrodynamic modelling  Full turnover  Swiss climate change scenarios CH2011  Weather generator  
Multi-site precipitation downscaling using a stochastic weather generator 期刊论文
CLIMATE DYNAMICS, 2018, 50: 1975-1992
作者:  Chen, Jie;  Chen, Hua;  Guo, Shenglian
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
Statistical downscaling  Weather generator  Inter-station correlation  Climate change impacts  
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:5/0  |  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  
KNN-based local linear regression for the analysis and simulation of low flow extremes under climatic influence 期刊论文
CLIMATE DYNAMICS, 2017, 49
作者:  Lee, Taesam;  Ouarda, Taha B. M. J.;  Yoon, Sunkwon
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
Hydropower  k-Nearest neighbor  Local linear regression  Min7D flow  Nonparametric model  Stochastic simulation  
An efficient statistical approach to multi-site downscaling of daily precipitation series in the context of climate change 期刊论文
CLIMATE DYNAMICS, 2017, 49
作者:  Khalili, Malika;  Van Thanh Van Nguyen
收藏  |  浏览/下载:1/0  |  提交时间:2019/04/09
Climate change  Statistical downscaling  Regression models  Precipitation  Single value decomposition  Multi-site stochastic simulation