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Divergent nonlinear trends of global drought and its multivariate characteristics 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 630
作者:  Liu, Huiyu;  Wang, Xing;  Liang, Chuanzhuang;  Xue, Peng;  Wang, Zheng;  Chen, Yu;  Zhang, Mingyang
收藏  |  浏览/下载：39/0  |  提交时间：2024/10/04
Multivariate drought characteristics  Ensemble Empirical Modal Decomposition (EEMD)  Sliding Windows  Standardized precipitation evapotranspiration  index (SPEI)  
Multivariate Drought Forecasting in Short- and Long-Term Horizons Using MSPI and Data-Driven Approaches 期刊论文
发表期刊: JOURNAL OF HYDROLOGIC ENGINEERING. 出版年: 2021, 卷号: 26, 期号: 4
作者:  Aghelpour, Pouya;  Kisi, Ozgur;  Varshavian, Vahid
收藏  |  浏览/下载：41/0  |  提交时间：2021/07/30
Multivariate standardized precipitation index (MSPI)  Multivariate drought  Generalized regression neural network (GRNN)  Adaptive neuro-fuzzy inference system with fuzzy C-means clustering (ANFIS-FCM)  Group method of data handling (GMDH)  
A Theoretical Approach for Forecasting Different Types of Drought Simultaneously, Using Entropy Theory and Machine-Learning Methods 期刊论文
发表期刊: ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION. 出版年: 2020, 卷号: 9, 期号: 12
作者:  Aghelpour, Pouya;  Mohammadi, Babak;  Biazar, Seyed Mostafa;  Kisi, Ozgur;  Sourmirinezhad, Zohreh
收藏  |  浏览/下载：18/0  |  提交时间：2021/11/30
entropy theory  drought forecasting  multivariate standardized precipitation index  joint deficit index  machine learning  heuristic optimization algorithms  
Introduction of new datasets of drought indices based on multivariate methods in semi-arid regions 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2018, 卷号: 49, 期号: 1, 页码: 266-280
作者:  Chitsaz, Nastaran;  Hosseini-Moghari, Seyed-Mohammad
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/29
drought monitoring  multivariate methods  singular value decomposition (SVD)  Standardized Precipitation Index (SPI)  Streamflow Drought Index (SDI)  
ENSO-conditioned rainfall drought frequency analysis in northwest Baja California, Mexico 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2012, 卷号: 32, 期号: 6, 页码: 831-842
作者:  Hallack-Alegria, M.;  Ramirez-Hernandez, J.;  Watkins, D. W., Jr.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
drought  Mexico  L-moments  standardized precipitation index  multivariate ENSO index  El Nino  Southern Oscillation