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Hydrologically Informed Machine Learning for Rainfall-Runoff Modeling: A Genetic Programming-Based Toolkit for Automatic Model Induction 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Chadalawada, Jayashree;  Herath, H. M. V. V.;  Babovic, Vladan
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
rainfall-runoff modeling  flexible conceptual modeling framework  machine learning  genetic programming  
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  
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  
Three resampling approaches based on method of fragments for daily-to-subdaily precipitation disaggregation 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38: E1119-E1138
作者:  Li, Xin;  Meshgi, Ali;  Wang, Xuan;  Zhang, Jingjie;  Tay, Serene Hui Xin;  Pijcke, Gerard;  Manocha, Nishtha;  Ong, Matthias;  Manh Tuan Nguyen;  Babovic, Vladan
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
method of fragments  precipitation disaggregation  regionalized  resampling  spatial correlation