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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：46/0  |  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：19/0  |  提交时间：2024/10/04
Boosted regression tree  Functional discriminant analysis  Gully erosion  Generalized linear model  Mixture discriminant analysis  Random forest  
Effect of Drip Irrigation, N, K, and Zn Coupling on Pn of Densely Cultivated Apple on Dwarf Rootstock in Xinjiang, China 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2023, 卷号: 13, 期号: 4
作者:  Mu, Weiyi;  Duan, Xiaoxian;  Wang, Quanjiu;  Wei, Xuesong;  Wei, Kai;  Li, Yuanxin;  Guo, Xin
收藏  |  浏览/下载：29/0  |  提交时间：2024/09/29
irrigation fertilizer coupling  net photosynthetic rate  apple tree  regression analysis  
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：23/0  |  提交时间：2024/09/29
Semi -arid steppe  Woody plant cover  Driver analysis  Random forest  Boosted regression tree  
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：27/0  |  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：16/0  |  提交时间：2024/09/29
Reference evapotranspiration  Multiple linear regression  Elastic net regression  Gradient boosted tree  Prediction error statistics  
Farming with Trees for Soil Fertility, Moisture Retention and Crop Productivity Improvement: Perceptions from Farmers in Rwanda 期刊论文
发表期刊: SMALL-SCALE FORESTRY. 出版年: 2023, 卷号: 22, 期号: 4, 页码: 649-667
作者:  Cyamweshi, R. A.;  Kuyah, S.;  Mukuralinda, A.;  Ngango, J.;  Mbaraka, S. R.;  Manirere, J. D.;  Muthuri, W. C.
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Tree management  Ecosystem benefits  Logistic regression  Education level  Farmers' knowledge  
Application of ensemble machine learning model in downscaling and projecting climate variables over different climate regions in Iran 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022
作者:  Asadollah, Seyed Babak Haji Seyed;  Sharafati, Ahmad;  Shahid, Shamsuddin
收藏  |  浏览/下载：44/0  |  提交时间：2021/11/19
Global climate model  Shared socioeconomic pathways scenarios  Gradient Boosting Regression Tree  Climate downscaling  Climate change projections  
Information Extraction and Prediction of Rocky Desertification Based on Remote Sensing Data 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2022, 卷号: 14, 期号: 20
作者:  Cao, Jiaju;  Wen, Xingping;  Zhang, Meimei;  Luo, Dayou;  Tan, Yinlong
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
karst scenery  decision tree  multiple regression model  FLUS model  
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：11/0  |  提交时间：2024/09/20
Streamflow prediction  Aswan High Dam  Artificial Neural Network  Support Vector Machine  Random Forest  Boosted Tree Regression