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A novel hybrid dragonfly optimization algorithm for agricultural drought prediction 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Aghelpour, Pouya;  Mohammadi, Babak;  Mehdizadeh, Saeid;  Bahrami-Pichaghchi, Hadigheh;  Duan, Zheng
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Palmer drought severity index  Drought prediction  Dragonfly algorithm  Stochastic model  Iran  
Time series prediction of seasonal precipitation in Iran, using data-driven models: a comparison under different climatic conditions 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 7
作者:  Aghelpour, Pouya;  Singh, Vijay P.;  Varshavian, Vahid
收藏  |  浏览/下载：24/0  |  提交时间：2021/11/29
Seasonal precipitation  ANFIS-FCM  Normalized RMSE  Time series prediction  SARIMA  Stochastic models  
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)  
Forecasting Different Types of Droughts Simultaneously Using Multivariate Standardized Precipitation Index (MSPI), MLP Neural Network, and Imperialistic Competitive Algorithm (ICA) 期刊论文
发表期刊: COMPLEXITY. 出版年: 2021, 卷号: 2021
作者:  Aghelpour, Pouya;  Varshavian, Vahid
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
Comparison of three different bio-inspired algorithms to improve ability of neuro fuzzy approach in prediction of agricultural drought, based on three different indexes 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2020, 卷号: 170
作者:  Aghelpour, Pouya;  Bahrami-Pichaghchi, Hadigheh;  Kisi, Ozgur
收藏  |  浏览/下载：6/0  |  提交时间：2020/05/22
Agricultural drought  MSPI  SPI  PDSI  Bio-inspired algorithms  
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