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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：48/0  |  提交时间：2024/10/04
Alluvial landform  Arid landscape  Boosted regression tree  Environmental covariates  Random forest  
Exploring the driving forces and digital mapping of soil biological properties in semi-arid regions 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2024, 卷号: 220
作者:  Esmaeilizad, Ashraf;  Shokri, Rasoul;  Davatgar, Naser;  Dolatabad, Hossein Kari
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
Enzymatic activities  Microbial soil function  PDP plots  Random forest  Remote sensing  Spatial modeling  Topographic attributes  
A novel space-spectrum array tile probability random-forest model enhances LULC mapping accuracy on Google Earth Engine: An experiment in Ordos, China 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2024, 卷号: 81
作者:  Guo, Fuchen;  Fan, Liangxin;  Zhang, Chengkang;  Xue, Sha
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
Arid zone  LULC  Tile  Multiple probabilistic classification  Space-spectrum array  Random forest  Google earth engine  
Using quantile mapping and random forest for bias-correction of high-resolution reanalysis precipitation data and CMIP6 climate projections over Iran 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2024
作者:  Raeesi, Maryam;  Zolfaghari, Ali Asghar;  Kaboli, Seyed Hasan;  Rahimi, Mohammad;  de Vente, Joris;  Eekhout, Joris P. C.
收藏  |  浏览/下载：26/0  |  提交时间：2024/10/04
annual precipitation projection  bias-correction methods  data mining  ERA5-Land reanalysis data  quantile mapping  random forest algorithm  
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：59/0  |  提交时间：2024/10/04
Alfalfa seed production  Drip irrigation  Random forest regression  Seed yield  Seed quality  Irrigation water use efficiency  
Quantifying dune migration patterns and influencing factors in the central Sahara Desert 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 235
作者:  Xia, Zishu;  Lue, Ping;  Ma, Fang;  Cao, Min;  Yu, Junlin
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Aeolian geomorphology  COSI-Corr  Random forest  Dune migration  Spatiotemporal dynamics  
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  
Land use and cover change and influencing factor analysis in the Shiyang River Basin, China 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2024, 卷号: 16, 期号: 2, 页码: 246-265
作者:  Zhao, Yaxuan;  Cao, Bo;  Sha, Linwei;  Cheng, Jinquan;  Zhao, Xuanru;  Guan, Weijin;  Pan, Baotian
收藏  |  浏览/下载：37/0  |  提交时间：2024/10/04
land use and cover classification  land use and cover change (LUCC)  climate change  random forest  accuracy assessment  three-dimensional sampling method  Shiyang River Basin  
Assessment and prediction of meteorological drought using machine learning algorithms and climate data 期刊论文
发表期刊: CLIMATE RISK MANAGEMENT. 出版年: 2024, 卷号: 45
作者:  En-Nagre, Khalid;  Aqnouy, Mourad;  Ouarka, Ayoub;  Naqvi, Syed Ali Asad;  Bouizrou, Ismail;  El Messari, Jamal Eddine Stitou;  Tariq, Aqil;  Soufan, Walid;  Li, Wenzhao;  El-Askary, Hesham
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
Drought  Machine learning  Upper Draa  Random Forest  SPEI  
Coordinated analysis of groundwater spatiotemporal chemical characteristics, water quality, and potential human health risks with sustainable development in semi-arid regions 期刊论文
发表期刊: ENVIRONMENTAL GEOCHEMISTRY AND HEALTH. 出版年: 2024, 卷号: 46, 期号: 10
作者:  Wang, Zihan;  Wang, Yong;  Shi, Mengjie;  Ji, Wenqing;  Li, Ruyu;  Wang, Xinyi
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Spatiotemporal evolution analysis  Groundwater chemistry  Random forest  Entropy weighting water quality index method  Human health risk