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Explaining the role of land use changes on land surface temperature in an arid and semi-arid metropolitan area with multi-scale spatial regression analysis 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 2
作者:  Dadashpoor, Hashem;  Khaleghinia, Ali;  Shabrang, Amirhosein
收藏  |  浏览/下载：37/0  |  提交时间：2024/10/04
Land Surface Temperature (LST)  Land Use Land Cover (LULC) change  Urban Heat Island (UHI)  Spatial regression model  Multi-scale grid analysis  Arid and semi-arid (ASA) climate  
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：37/0  |  提交时间：2024/10/04
Boosted regression tree  Functional discriminant analysis  Gully erosion  Generalized linear model  Mixture discriminant analysis  Random forest  
New strategy based on Hammerstein-Wiener and supervised machine learning for identification of treated wastewater salinization in Al-Hassa region, Saudi Arabia 期刊论文
发表期刊: ENVIRONMENTAL SCIENCES EUROPE. 出版年: 2024, 卷号: 36, 期号: 1
作者:  Shah, Syed Muzzamil Hussain;  Abba, Sani I.;  Yassin, Mohamed A.;  Lawal, Dahiru U.;  Aliyu, Farouq;  Al-Qadami, Ebrahim Hamid Hussein;  Qureshi, Haris U.;  Aljundi, Isam H.;  Asmaly, Hamza A.;  Sammen, Saad Sh.;  Scholz, Miklas
收藏  |  浏览/下载：36/0  |  提交时间：2024/10/04
Salinization  Hammerstein-Wiener model  Support vector regression  Artificial intelligence  Machine learning  SDG6  
Detecting the effects of opencast mining on ecosystem services value in arid and semi-arid areas based on time-series remote sensing images and Google Earth Engine (GEE) 期刊论文
发表期刊: BMC ECOLOGY AND EVOLUTION. 出版年: 2024, 卷号: 24, 期号: 1
作者:  Wu, Qinyu;  Yang, Liya;  Mi, Jiaxin
收藏  |  浏览/下载：52/0  |  提交时间：2024/10/04
Ecosystem services value  Mining impact  Google earth engine platform  Sen plus MK test  Joinpoint regression model  Ordos opencast mining areas  
Analysis of sustainable water resource management and driving mechanism in arid region: a case study of Xinjiang, China, from 2005 to 2020 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2024
作者:  Yang, Juan;  Zheng, Jianghua;  Han, Chuqiao;  Wang, Zhe;  Lu, Binbin
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
Water resources carrying capacity  Portfolio empowerment  Time-series weighting  Geographically and temporally weighted regression model  Water resources management  Regional sustainability  Arid region  
Spatiotemporal variation of hydrological connectivity and its threshold effects on flood dynamics: An examination in the arid and semi-arid regions, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2024, 卷号: 935
作者:  Deng, Chun;  Jiang, Xiaohui;  Tan, Zhuting;  Nie, Tong
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Floods  Hydrological connectivity  Threshold effects  Panel threshold regression model  The Hekou-Longmen section  
Assessment of groundwater quality in arid regions utilizing principal component analysis, GIS, and machine learning techniques 期刊论文
发表期刊: MARINE POLLUTION BULLETIN. 出版年: 2024, 卷号: 205
作者:  El-Rawy, Mustafa;  Wahba, Mohamed;  Fathi, Heba;  Alshehri, Fahad;  Abdalla, Fathy;  El Attar, Raafat M.
收藏  |  浏览/下载：131/0  |  提交时间：2024/10/04
Water quality index  Groundwater quality  Deep neural network  Sensitivity analysis  Subset regression model  Egypt  
Spatio-Temporal Variation Analysis of Soil Salinization in the Ougan-Kuqa River Oasis of China 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2024, 卷号: 16, 期号: 7
作者:  Du, Danying;  He, Baozhong;  Luo, Xuefeng;  Ma, Shilong;  Song, Yaning;  Yang, Wen
收藏  |  浏览/下载：44/0  |  提交时间：2024/10/04
variable selection algorithm  soil salinity inversion model  multiscale geographically weighted regression  soil salinization  temporal-spatial variation analysis  
Examining the groundwater level in a semi-arid district of eastern India: spatiotemporal trends, determinants, and future prospects 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2023, 卷号: 25, 期号: 10, 页码: 10929-10953
作者:  Goswami, Tarun;  Ghosal, Somnath
收藏  |  浏览/下载：40/0  |  提交时间：2024/09/29
Groundwater depletion  Mann-Kendall trend test  Groundwater usage factors  Multiple linear regression  Neural network model  
Hyperspectral estimation of chlorophyll content in jujube leaves: integration of derivative processing techniques and dimensionality reduction algorithms 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2023, 卷号: 14
作者:  Tuerxun, Nigela;  Zheng, Jianghua;  Wang, Renjun;  Wang, Lei;  Liu, Liang
收藏  |  浏览/下载：33/0  |  提交时间：2024/09/29
hyperspectral data  elastic net  LASSO  support vector regression  invertible forest reflectance model  derivative processing