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Application of WNN-PSO model in drought prediction at crop growth stages: A case study of spring maize in semi-arid regions of northern China 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2022, 卷号: 199
作者:  Cao Xiujia;  Yin Guanghua;  Gu Jian;  Ma Ningning;  Wang Zihao
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Drought prediction  Data driven models  Wavelet neural network  Spring maize  Crop water deficit index  
Regional Flood Frequency Analysis Through Some Machine Learning Models in Semi-arid Regions 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2020, 卷号: 34, 期号: 9, 页码: 2887-2909
作者:  Allahbakhshian-Farsani, Pezhman;  Vafakhah, Mehdi;  Khosravi-Farsani, Hadi;  Hertig, Elke
收藏  |  浏览/下载：20/0  |  提交时间：2021/01/07
Regionalization  Data Driven models  Land use  Maximum instantaneous discharge  L-moment  Karun and Karkheh watersheds  
Flowing well potential zoning at Iraqi southern and western deserts using frequency ratio and geographic information system 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY. 出版年: 2017, 卷号: 14, 期号: 10, 页码: 2249-2268
作者:  Al-Abadi, A. M.;  Ghlaib, H. B.;  Shahid, S.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/29
Data-driven models  Groundwater potential  Iraq  Receiver operating characteristics  
Drought Forecasting using Markov Chain Model and Artificial Neural Networks 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2016, 卷号: 30, 期号: 7, 页码: 2245-2259
作者:  Rezaeianzadeh, Mehdi;  Stein, Alfred;  Cox, Jonathan Peter
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/29
Reservoir inflow  Markov chain  Data-driven models  Drought forecasting  Reservoir operation  ANN  
Pre-processing of data-driven river flow forecasting models by singular value decomposition (SVD) technique 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES. 出版年: 2016, 卷号: 61, 期号: 12, 页码: 2164-2178
作者:  Chitsaz, Nastaran;  Azarnivand, Ali;  Araghinejad, Shahab
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
river flow forecasting  data-driven models  pre-processing  singular value decomposition (SVD)  large-scale atmospheric circulation  
Comparison of heuristic and empirical approaches for estimating reference evapotranspiration from limited inputs in Iran 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2014, 卷号: 108, 页码: 230-241
作者:  Shiri, Jalal;  Nazemi, Amir Hossein;  Sadraddini, Ali Ashraf;  Landeras, Gorka;  Kisi, Ozgur;  Fard, Ahmad Fakheri;  Marti, Pau
收藏  |  浏览/下载：27/0  |  提交时间：2019/11/29
ET0 models  Heuristic data driven  Iran  Local application  Pooled application