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Arid

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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：46/0  |  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)  
Estimation of Salinity Content in Different Saline-Alkali Zones Based on Machine Learning Model Using FOD Pretreatment Method 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 24
作者:  Fu, Chengbiao;  Tian, Anhong;  Zhu, Daming;  Zhao, Junsan;  Xiong, Heigang
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
soil salinity content  spectroscopy  machine learning model  generalized regression neural network  fractional-order derivative  
CatBoost: A new approach for estimating daily reference crop evapotranspiration in arid and semi-arid regions of Northern China 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2020, 卷号: 588
作者:  Zhang, Yixiao;  Zhao, Zhongguo;  Zheng, Jianghua
收藏  |  浏览/下载：28/0  |  提交时间：2021/01/07
Reference crop evapotranspiration  CatBoost  Random forests  Generalized regression neural network  Arid and semi-arid regions of Northern China  
Estimation of maize evapotranspiration using extreme learning machine and generalized regression neural network on the China Loess Plateau 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2017, 卷号: 48, 期号: 4, 页码: 1156-1168
作者:  Feng, Yu;  Gong, Daozhi;  Mei, Xurong;  Cui, Ningbo
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
evapotranspiration  extreme learning machine  generalized regression neural network  maize  modified dual crop coefficient approach  
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：28/3  |  提交时间：2019/11/29
Extreme learning machine  Stream:flow forecasting  Support vector regression  Generalized regression neural network  Semi-arid  Iraq  
应用GRNN神经网络模型计算西北干旱区内陆河流域出山径流 期刊论文
发表期刊: 水科学进展. 出版年: 2002, 卷号: 13, 期号: 1, 页码: 87-92
作者:  陈仁升;  康尔泗;  张济世
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
northwest china  inland river basins  runoff from mountainous watersheds  climate change  generalized regression neural network