Bayesian deep learning framework for updating landslide susceptibility assessment based on epistemic uncertainty with InSAR augmented samples

Chongzhi Chen; Baiyu Dong; Jingya Lin; Zhangquan Shen; Luming Fang; Yuhui Weng; Ke Wang

doi:10.1016/j.jrmge.2025.07.008

Bayesian deep learning framework for updating landslide susceptibility assessment based on epistemic uncertainty with InSAR augmented samples

Chongzhi Chen
, Baiyu Dong
, Jingya Lin
, Zhangquan Shen
, Luming Fang
, Yuhui Weng
, Ke Wang

Forestry

Producción científica: Article › revisión exhaustiva

Idioma original	English
Páginas (desde-hasta)	4216-4232
Número de páginas	17
Publicación	Journal of Rock Mechanics and Geotechnical Engineering
Volumen	18
N.º	6
DOI	https://doi.org/10.1016/j.jrmge.2025.07.008
Estado	Published - jun 2026

ASJC Scopus Subject Areas

Geotechnical Engineering and Engineering Geology

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10.1016/j.jrmge.2025.07.008

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title = "Bayesian deep learning framework for updating landslide susceptibility assessment based on epistemic uncertainty with InSAR augmented samples",

keywords = "Bayesian deep learning, Epistemic uncertainty, InSAR, Landslide susceptibility updating",

author = "Chongzhi Chen and Baiyu Dong and Jingya Lin and Zhangquan Shen and Luming Fang and Yuhui Weng and Ke Wang",

note = "Publisher Copyright: {\textcopyright} 2026 Institute of Rock and Soil Mechanics, Chinese Academy of Sciences",

year = "2026",

month = jun,

doi = "10.1016/j.jrmge.2025.07.008",

language = "English",

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T1 - Bayesian deep learning framework for updating landslide susceptibility assessment based on epistemic uncertainty with InSAR augmented samples

AU - Chen, Chongzhi

AU - Dong, Baiyu

AU - Lin, Jingya

AU - Shen, Zhangquan

AU - Fang, Luming

AU - Weng, Yuhui

AU - Wang, Ke

PY - 2026/6

Y1 - 2026/6

KW - Bayesian deep learning

KW - Epistemic uncertainty

KW - InSAR

KW - Landslide susceptibility updating

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DO - 10.1016/j.jrmge.2025.07.008

M3 - Article

AN - SCOPUS:105039171083

SN - 1674-7755

VL - 18

SP - 4216

EP - 4232

JO - Journal of Rock Mechanics and Geotechnical Engineering

JF - Journal of Rock Mechanics and Geotechnical Engineering

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ER -