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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：25/0  |  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)  
Simulation of the impact of climate change on runoff and drought in an arid and semiarid basin (the Hablehroud, Iran) 期刊论文
发表期刊: APPLIED WATER SCIENCE. 出版年: 2021, 卷号: 11, 期号: 10
作者:  Lotfirad, Morteza;  Adib, Arash;  Salehpoor, Jaber;  Ashrafzadeh, Afshin;  Kisi, Ozgur
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/29
Climate change  Stochastic downscaling  Rainfall-runoff  Time series analysis  Streamflow drought index  
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：2/0  |  提交时间：2021/11/30
entropy theory  drought forecasting  multivariate standardized precipitation index  joint deficit index  machine learning  heuristic optimization algorithms  
Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2016, 卷号: 542, 页码: 603-614
作者:  Yaseen, Zaher Mundher;  Jaafar, Othman;  Deo, Ravinesh C.;  Kisi, Ozgur;  Adamowski, Jan;  Quilty, John;  El-Shafie, Ahmed
Adobe PDF(1369Kb)  |  收藏  |  浏览/下载：14/3  |  提交时间：2019/11/29
Extreme learning machine  Stream:flow forecasting  Support vector regression  Generalized regression neural network  Semi-arid  Iraq  
Joint modelling of annual maximum drought severity and corresponding duration 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2016, 卷号: 543, 页码: 406-422
作者:  Tosunoglu, Fatih;  Kisi, Ozgur
Adobe PDF(2895Kb)  |  收藏  |  浏览/下载：12/11  |  提交时间：2019/11/29
Drought  Annual maximum severity  Corresponding duration  Archimedean copulas  Coruh Basin  Turkey