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Implementation of random forest, adaptive boosting, and gradient boosting decision trees algorithms for gully erosion susceptibility mapping using remote sensing and GIS 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2024, 卷号: 83, 期号: 3
作者:  Naceur, Hassan Ait;  Abdo, Hazem Ghassan;  Igmoullan, Brahim;  Namous, Mustapha;  Alshehri, Fahad;  Albanai, Jasem A.
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Gully erosion susceptibility  N'fis river basin  Machine learning model  Risk assessment  GIS  
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：17/0  |  提交时间：2024/10/04
Boosted regression tree  Functional discriminant analysis  Gully erosion  Generalized linear model  Mixture discriminant analysis  Random forest  
Variation of soil organic matter with particle size in the wind erosion region of northern China 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 241
作者:  Wu, Xintong;  Wang, Saiya;  Cheng, Hong;  Yang, Yang
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Soil organic matter  Particle size  Spatial distribution  Predictive model  Wind erosion region of northern China  
Regional assessment for the occurrence probability of wind erosion based on the joint probability density function of air density and wind speed 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 243
作者:  Liang, Yushi;  Shen, Yaping;  Zhang, Zeyu;  Ji, Xiaodong;  Zhang, Mulan;  Li, Yiran;  Wang, Yu;  Xue, Xinyue
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Air density  Threshold wind velocity  Joint probability density function  Random forest model  Occurrence probability of wind erosion  Land desertification  
Contribution of Geomatics in the Quantification of Water Erosion: Application in the Oued Lakhdar (Morocco) 期刊论文
发表期刊: JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING. 出版年: 2024, 卷号: 52, 期号: 6, 页码: 1315-1327
作者:  Layati, Elhoucein;  El Ghachi, Mohamed
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
Water erosion  USLE model  GIS  Oued Lakhdar basin  
Interpreting and modelling the daily extreme sediment events in karst mountain watersheds 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2024, 卷号: 926
作者:  Jing, Jun;  Li, Rui;  Xiao, Linlv;  Shu, Dongcai;  Yang, Pingping
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Time effects  Impact factors  Hybrid model  Karst system  Soil erosion  
Predicting the coupling effects of grass and shrub with biological crust on splash and sheet erosion 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2024, 卷号: 244
作者:  Dan, Chenxi;  Liu, Gang;  Zhang, Qiong;  Zhao, Yunge;  Shen, Enshuai;  Liu, Chang;  Shu, Chengbo;  Liu, Ya;  Xia, Xiaolin;  Liu, Dandan;  Guo, Zhen;  Zhao, Xining
收藏  |  浏览/下载：48/0  |  提交时间：2024/10/04
Biocrust  Erosion model  Erosion process  Vegetation  
Evaluation of the gully erosion susceptibility by using UAV and hybrid models based on machine learning 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2024, 卷号: 244
作者:  Wang, Qian;  Tang, Bohui;  Wang, Kailin;  Shi, Jiannan;  Li, Meiling
收藏  |  浏览/下载：10/0  |  提交时间：2024/10/04
Gully erosion susceptibility mapping  Hybrid model  MOORA  Machine learning  Ordos  
Evaluating land degradation by gully erosion through soil erosion indices and rainfall thresholds 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2023, 卷号: 117, 期号: 3, 页码: 3353-3369
作者:  Kariminejad, Narges;  Pourghasemi, Hamid Reza;  Hosseinalizadeh, Mohsen;  Rossi, Mauro;  Mondini, Alessandro
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/29
Gully erosion  LANDPLANER model  Geomorphic analysis  Land use  Erosion index  Topographic threshold  
The two faces of Janus: Processes can be both exogenous forcings and endogenous feedbacks with wind as a case study 期刊论文
发表期刊: ECOLOGY. 出版年: 2023, 卷号: 104, 期号: 4
作者:  Payne, Sarah A. R.;  Okin, Gregory S.;  Bhattachan, Abinash;  Fischella, Michael R.
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
aeolian processes  cusp-catastrophe model  feedbacks  shrub encroachment  state change  wind erosion