Arid

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Comparison of hybrid machine learning models to predict short-term meteorological drought in Guanzhong region, China 期刊论文
发表期刊: WATER SCIENCE AND TECHNOLOGY. 出版年: 2023, 卷号: 87, 期号: 11, 页码: 2756-2775
作者:  Li, Shaoxuan;  Xie, Jiancang;  Yang, Xue;  Jing, Xin
收藏  |  浏览/下载:19/0  |  提交时间:2024/09/29
'integration-prediction' model  machine learning  meteorological drought prediction  signal decomposition algorithm  SPI  
Improving BP artificial neural network model to predict the SPI in arid regions: a case study in Northern Shaanxi, China 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2022, 卷号: 53, 期号: 3, 页码: 419-440
作者:  Li Shaoxuan;  Xie Jiancang;  Yang Xue;  Xue Ruihua;  Zhao Peiyuan
收藏  |  浏览/下载:16/0  |  提交时间:2024/09/20
BP artificial neural network  data preprocessing  decomposition hybrid model  singular spectrum analysis