研究论文
The impact of different sampling strategies on landslide susceptibility assessment: an explainable hybrid BO-XGBoost model
Peng Wang, Hongwei Deng
Central South University University of Twente
来源Earth Science Informatics
年份2025
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逐年被引趋势
320
325
26
关键指标
6
被引次数 · OpenAlex
6.96
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 4%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
70
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学术脉络
学科主题
物理Landslides and related hazards
Geotechnical Engineering and Analysis · Dam Engineering and Safety
参考文献 70
An evaluation of SVM using polygon-based random sampling in landslide susceptibility mapping: The Candir catchment area (western Antalya, Turkey)
被引 106Bekir Taner San · International Journal of Applied Earth Observation and Geoinformation · 2013
Landslide susceptibility assessment using SVM machine learning algorithm
被引 644Miloš Marjanović, Miloš Kovačević, Branislav Bajat · Engineering Geology · 2011
Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree
被引 1,268Dieu Tien Bui, Trần Anh Tuấn, Harald Klempe · Landslides · 2015
此处列出前 3 条
引用本文 6
Degradable and non-degradable microplastics regulate soil greenhouse gas emissions: Multi-factor insights and key monitoring factors from a Kolmogorov–Arnold Network ensemble model
被引 3Chenao Yan, Yilei Cai, Ke Wen · Journal of Hazardous Materials · 2026
Landslide Susceptibility Assessment via Imbalanced Data Augmentation with Tabular Variational Autoencoder and Quality–Diversity Post-Selection
被引 3Zhengyang Xu, Shitai Wang, Min Yin · Applied Sciences · 2025
Landslide Susceptibility Mapping Using Remote Sensing Interpretation and a Blending-XGBoost-CNN Model
被引 3Baocheng Ma, Chao Yin, Feng Gao · Applied Sciences · 2025
按被引量排序，此处列出前 3 条