Applying different resampling strategies in machine learning models to predict head-cut gully erosion susceptibility-Reference-Cited by-同舟云学术

Applying different resampling strategies in machine learning models to predict head-cut gully erosion susceptibility

Published:2021-12 Issue:6 Volume:60 Page:5813-5829
ISSN:1110-0168
Container-title:Alexandria Engineering Journal
language:en
Short-container-title:Alexandria Engineering Journal

Author:

Wang Fengjie,Sahana Mehebub^ORCID,Pahlevanzadeh Bahareh^ORCID,Chandra Pal Subodh,Kumar Shit Pravat,Piran Md. Jalil,Janizadeh Saeid,Band Shahab S.,Mosavi Amir^ORCID

Publisher

Elsevier BV

Subject

General Engineering

Reference54 articles.

1. Gully erosion and environmental change: importance and research needs;Poesen;Catena,2003

2. Modeling of potential gully erosion hazard using geo-spatial technology at Garbheta block, West Bengal in India;Shit;Model. Earth Syst. Environ.,2015

3. A. Malik, A. Kumar, Comparison of soft-computing and statistical techniques in simulating daily river flow : a case study in India, 2018, https://doi.org/10.5958/2455-7145.2018.00029.2

4. Proposing a novel predictive technique for gully erosion susceptibility mapping in arid and semi-arid regions (Iran);Arabameri;Remote Sens.,2019

5. Gully erosion susceptibility mapping: the role of GIS-based bivariate statistical models and their comparison;Rahmati;Nat. Hazards.,2016

Cited by 44 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Gully erosion susceptibility assessment using three machine learning models in the black soil region of Northeast China;CATENA;2024-10

2. Simulation and Spatio-Temporal Analysis of Soil Erosion in the Source Region of the Yellow River Using Machine Learning Method;Land;2024-09-07

3. An explainable integrated machine learning model for mapping soil erosion by wind and water in a catchment with three desiccated lakes;Aeolian Research;2024-09

4. Probabilistic identification of debris flow source areas in the Wenchuan earthquake-affected region of China based on Bayesian geomorphology;Environmental Earth Sciences;2024-09

5. Optimizing high-speed rotating shaft vibration control: Experimental investigation of squeeze film dampers and a comparative analysis using Artificial Neural Networks (ANN) and Response Surface Methodology (RSM);Expert Systems with Applications;2024-09