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Digital soil mapping for soil types using machine learning approaches at the landscape scale in the arid regions of Iran 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2024, 卷号: 74, 期号: 1, 页码: 1-16
作者:  Manteghi, Shaho;  Moravej, Kamran;  Mousavi, Seyed Roohollah;  Delavar, Mohammad Amir;  Mastinu, Andrea
收藏  |  浏览/下载：44/0  |  提交时间：2024/10/04
Alluvial landform  Arid landscape  Boosted regression tree  Environmental covariates  Random forest  
Optimizing drip irrigation managements to improve alfalfa seed yield in semiarid region 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2024, 卷号: 297
作者:  Jia, Zhicheng;  Ou, Chengming;  Sun, Shoujiang;  Sun, Ming;  Zhao, Yihong;  Li, Changran;  Zhao, Shiqiang;  Wang, Juan;  Jia, Shangang;  Mao, Peisheng
收藏  |  浏览/下载：55/0  |  提交时间：2024/10/04
Alfalfa seed production  Drip irrigation  Random forest regression  Seed yield  Seed quality  Irrigation water use efficiency  
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：18/0  |  提交时间：2024/10/04
Boosted regression tree  Functional discriminant analysis  Gully erosion  Generalized linear model  Mixture discriminant analysis  Random forest  
Seasonal dynamics of land surface temperature and urban thermal comfort with land use land cover pattern in semi-arid Indian cities: Insights for sustainable Urban Management 期刊论文
发表期刊: URBAN CLIMATE. 出版年: 2024, 卷号: 57
作者:  Shahfahad;  Talukdar, Swapan;  Naikoo, Mohd Waseem;  Rihan, Mohd;  Mohammad, Pir;  Rahman, Atiqur
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Land surface temperature  Land use land cover  Seasonal urban thermal comfort  Random Forest regression  Semi-arid cities  
Estimation of Potato Water Footprint Using Machine Learning Algorithm Models in Arid Regions 期刊论文
发表期刊: POTATO RESEARCH. 出版年: 2024
作者:  Abdel-Hameed, Amal Mohamed;  Abuarab, Mohamed;  Al-Ansari, Nadhir;  Sayed, Hazem;  Kassem, Mohamed A.;  Elbeltagi, Ahmed;  Mokhtar, Ali
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Artificial neural network  Blue water footprint  Random forest  Support vector regression  Water management  
Digital mapping of the global soil δ15N at 0.1° x 0.1° resolution using random forest regression with climate classification 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 155
作者:  Zan, Qilin;  Lai, Xiaoming;  Zhu, Qing;  Li, Liuyang;  Liao, Kaihua
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/29
Nitrogen isotope  Soil delta N-15  Digital soil mapping  Random forest regression  Global scale  Nitrogen cycle  
The potential evaluation of groundwater by integrating rank sum ratio (RSR) and machine learning algorithms in the Qaidam Basin 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 23, 页码: 63991-64005
作者:  Wang, Zitao;  Wang, Jianping;  Yu, Dongmei;  Chen, Kai
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Groundwater potential  Qaidam Basin  Rank sum ratio (RSR)  Projection pursuit regression (PPR)  Random forest (RF)  Overfitting  
Woody plant cover trends and potential drivers in the Horqin temperate steppe, northeast China: Remote sensing-based computation and modeling 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 146
作者:  Chen, Qian;  Yang, Xiaohui;  Kwon, SeMyung;  Li, Yiran;  Liu, Jiankang;  Zhang, Kebin
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
Semi -arid steppe  Woody plant cover  Driver analysis  Random forest  Boosted regression tree  
Mapping of dust source susceptibility by remote sensing and machine learning techniques (case study: Iran-Iraq border) 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 10, 页码: 27965-27979
作者:  Pourhashemi, Sima;  Asadi, Mohammad Ali Zangane;  Boroughani, Mahdi;  Azadi, Hossein
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Dust storm  Multivariate adaptive regression spline (MARS)  Random forest (RF)  Logistic regression (LR)  
Data-Driven Models for Predicting Solar Radiation in Semi-Arid Regions 期刊论文
发表期刊: CMC-COMPUTERS MATERIALS & CONTINUA. 出版年: 2023, 卷号: 74, 期号: 1, 页码: 1625-1640
作者:  Jamei, Mehdi;  Bailek, Nadjem;  Bouchouicha, Kada;  Hassan, Muhammed A.;  Elbeltagi, Ahmed;  Kuriqi, Alban;  Al-Ansar, Nadhir;  Almorox, Javier;  El-kenawy, El-Sayed M.
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
Solar radiation prediction  random forest  locally-weighted linear regression  additive regression