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Gully Erosion Susceptibility Assessment Using Different Machine Learning Algorithms: A Case Study of Shazand Watershed in Iran 期刊论文
发表期刊: ENVIRONMENTAL MODELING & ASSESSMENT. 出版年: 2024, 卷号: 29, 期号: 2, 页码: 249-261
作者:  Mohammady, Majid;  Davudirad, Aliakbar
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Boosted regression tree  Functional discriminant analysis  Gully erosion  Generalized linear model  Mixture discriminant analysis  Random forest  
Assessment of the Effectiveness of Sand-Control and Desertification in the Mu Us Desert, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 4
作者:  Li, Jie;  Wu, Weicheng;  Fu, Xiao;  Jiang, Jingheng;  Liu, Yixuan;  Zhang, Ming;  Zhou, Xiaoting;  Ke, Xinxin;  He, Yecheng;  Li, Wenjing;  Zhou, Cuimin;  Li, Yuan;  Song, Yifei;  Yang, Hongli;  Tu, Qihong
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/20
post-classification differencing  generalized difference vegetation index (GDVI)  multiple linear regression  logistic regression  
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：42/0  |  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：24/0  |  提交时间：2022/03/17
soil salinity content  spectroscopy  machine learning model  generalized regression neural network  fractional-order derivative  
Assessment of ground-level ozone pollution with monitoring and modelling approaches in Makkah, Saudi Arabia 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2020, 卷号: 13, 期号: 21
作者:  Habeebullah, Turki M. A.
收藏  |  浏览/下载：15/0  |  提交时间：2021/01/07
Generalized additive model  Multiple linear regression model  Ground-level ozone  Makkah  Air pollution  
Modeling the Influence of Groundwater Exploitation on Land Subsidence Susceptibility Using Machine Learning Algorithms 期刊论文
发表期刊: NATURAL RESOURCES RESEARCH. 出版年: 2020, 卷号: 29, 期号: 2, 页码: 1127-1141
作者:  Zamanirad, Mahtab;  Sarraf, Amirpouya;  Sedghi, Hossein;  Saremi, Ali;  Rezaee, Payman
收藏  |  浏览/下载：14/0  |  提交时间：2020/05/22
Land subsidence  Boosted regression trees  Generalized additive model  GIS  Kerdi Shirazi Plain  
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：26/0  |  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  
Estimating Spatio-Temporal Variations of PM2.5 Concentrations Using VIIRS-Derived AOD in the Guanzhong Basin, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 22
作者:  Zhang, Kainan;  de Leeuw, Gerrit;  Yang, Zhiqiang;  Chen, Xingfeng;  Su, Xiaoli;  Jiao, Jiashuang
收藏  |  浏览/下载：27/0  |  提交时间：2020/03/23
VIIRS AOD  PM2.5  Guanzhong Basin  Geographically weighted regression  Generalized additive model  
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：13/0  |  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：27/3  |  提交时间：2019/11/29
Extreme learning machine  Stream:flow forecasting  Support vector regression  Generalized regression neural network  Semi-arid  Iraq