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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  
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  
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：27/0  |  提交时间：2024/09/29
Semi -arid steppe  Woody plant cover  Driver analysis  Random forest  Boosted regression tree  
Temporal and spatial changes in soil organic carbon and soil inorganic carbon stocks in the semi-arid area of northeast China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 146
作者:  Wang, Shuai;  Zhuang, Qianlai;  Zhou, Mingyi;  Jin, Xinxin;  Yu, Na;  Yuan, Ting
收藏  |  浏览/下载：29/0  |  提交时间：2024/09/29
Soil organic carbon  Soil inorganic carbon  Digital soil mapping  Boosted regression trees  
Spatiotemporal dynamics and driving factors of soil erosion in the Beiluo River Basin, Loess Plateau, China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 155
作者:  Wen, Boqing;  Huang, Chenlu;  Zhou, Chen;  Zhang, Han;  Yang, Qinke;  Li, Manchun
收藏  |  浏览/下载：28/0  |  提交时间：2024/09/29
Chinese soil loss equation  Loess Plateau  Soil erosion  Boosted regression tree  
Data-driven reference evapotranspiration (ET0) estimation: a comparative study of regression and machine learning techniques 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2023
作者:  Rajput, Jitendra;  Singh, Man;  Lal, K.;  Khanna, Manoj;  Sarangi, A.;  Mukherjee, J.;  Singh, Shrawan
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
Reference evapotranspiration  Multiple linear regression  Elastic net regression  Gradient boosted tree  Prediction error statistics  
Stoichiometric characteristics drive the soil aggregate stability after 5 years of vegetation restoration in China 期刊论文
发表期刊: FRONTIERS IN ECOLOGY AND EVOLUTION. 出版年: 2023, 卷号: 11
作者:  Kan, Haiming;  Xu, Hengkang;  Zhang, Guofang;  Chen, Chao;  Pang, Zhuo;  Fan, Xifeng;  Wu, Juying
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
soil aggregate stability  soil erodibility  vegetation restoration measures  stoichiometric characteristics  boosted regression trees (BRT)  
Changes in soil phosphorus fractions under different land uses in desert grasslands in northwestern China 期刊论文
发表期刊: EUROPEAN JOURNAL OF SOIL SCIENCE. 出版年: 2022, 卷号: 73, 期号: 3
作者:  Wang, Zeng-Ru;  Li, Feng-Rui;  Liu, Lu-Lu;  Yang, Kun
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/20
agricultural and non-agricultural use  boosted regression trees analysis  desert soil  edaphic properties  land-use change  sequentially extracted P fractions  
Optimized Model Inputs Selections for Enhancing River Streamflow Forecasting Accuracy Using Different Artificial Intelligence Techniques 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2022, 卷号: 36, 期号: 15, 页码: 5999-6016
作者:  Tofiq, Yahia Mutalib;  Latif, Sarmad Dashti;  Ahmed, Ali Najah;  Kumar, Pavitra;  El-Shafie, Ahmed
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Streamflow prediction  Aswan High Dam  Artificial Neural Network  Support Vector Machine  Random Forest  Boosted Tree Regression  
Effects of vegetation restoration on soil properties along an elevation gradient in the karst region of southwest China 期刊论文
发表期刊: AGRICULTURE ECOSYSTEMS & ENVIRONMENT. 出版年: 2021, 卷号: 320
作者:  Zhang, Jun;  Chen, Hongsong;  Fu, Zhiyong;  Wang, Kelin
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/19
Boosted regression trees model  Ecological restoration  Karst ecosystems  Rocky desertification  Soil hydraulic property