State fusion entropy for continuous and site-specific analysis of landslide stability changing regularities

Stability analysis is of great significance to landslide hazard prevention, especially the dynamic stability. However, many existing stability analysis methods are difficult to analyse the continuous landslide stability and its changing regularities in a uniform criterion due to the unique landsl...

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Main Authors: Y. Liu, Z. Qin, B. Hu, S. Feng
Format: Article
Language:English
Published: Copernicus Publications 2018-04-01
Series:Natural Hazards and Earth System Sciences
Online Access:https://www.nat-hazards-earth-syst-sci.net/18/1187/2018/nhess-18-1187-2018.pdf
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spelling doaj-72820ea6a6834b1ebfc6bb2ae1e2e01c2020-11-24T20:45:53ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812018-04-01181187119910.5194/nhess-18-1187-2018State fusion entropy for continuous and site-specific analysis of landslide stability changing regularitiesY. Liu0Z. Qin1B. Hu2S. Feng3School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, 430074, ChinaSchool of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, 430074, ChinaSchool of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, 430074, ChinaSchool of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, 430074, ChinaStability analysis is of great significance to landslide hazard prevention, especially the dynamic stability. However, many existing stability analysis methods are difficult to analyse the continuous landslide stability and its changing regularities in a uniform criterion due to the unique landslide geological conditions. Based on the relationship between displacement monitoring data, deformation states and landslide stability, a state fusion entropy method is herein proposed to derive landslide instability through a comprehensive multi-attribute entropy analysis of deformation states, which are defined by a proposed joint clustering method combining <i>K</i>-means and a cloud model. Taking Xintan landslide as the detailed case study, cumulative state fusion entropy presents an obvious increasing trend after the landslide entered accelerative deformation stage and historical maxima match highly with landslide macroscopic deformation behaviours in key time nodes. Reasonable results are also obtained in its application to several other landslides in the Three Gorges Reservoir in China. Combined with field survey, state fusion entropy may serve for assessing landslide stability and judging landslide evolutionary stages.https://www.nat-hazards-earth-syst-sci.net/18/1187/2018/nhess-18-1187-2018.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Y. Liu
Z. Qin
B. Hu
S. Feng
spellingShingle Y. Liu
Z. Qin
B. Hu
S. Feng
State fusion entropy for continuous and site-specific analysis of landslide stability changing regularities
Natural Hazards and Earth System Sciences
author_facet Y. Liu
Z. Qin
B. Hu
S. Feng
author_sort Y. Liu
title State fusion entropy for continuous and site-specific analysis of landslide stability changing regularities
title_short State fusion entropy for continuous and site-specific analysis of landslide stability changing regularities
title_full State fusion entropy for continuous and site-specific analysis of landslide stability changing regularities
title_fullStr State fusion entropy for continuous and site-specific analysis of landslide stability changing regularities
title_full_unstemmed State fusion entropy for continuous and site-specific analysis of landslide stability changing regularities
title_sort state fusion entropy for continuous and site-specific analysis of landslide stability changing regularities
publisher Copernicus Publications
series Natural Hazards and Earth System Sciences
issn 1561-8633
1684-9981
publishDate 2018-04-01
description Stability analysis is of great significance to landslide hazard prevention, especially the dynamic stability. However, many existing stability analysis methods are difficult to analyse the continuous landslide stability and its changing regularities in a uniform criterion due to the unique landslide geological conditions. Based on the relationship between displacement monitoring data, deformation states and landslide stability, a state fusion entropy method is herein proposed to derive landslide instability through a comprehensive multi-attribute entropy analysis of deformation states, which are defined by a proposed joint clustering method combining <i>K</i>-means and a cloud model. Taking Xintan landslide as the detailed case study, cumulative state fusion entropy presents an obvious increasing trend after the landslide entered accelerative deformation stage and historical maxima match highly with landslide macroscopic deformation behaviours in key time nodes. Reasonable results are also obtained in its application to several other landslides in the Three Gorges Reservoir in China. Combined with field survey, state fusion entropy may serve for assessing landslide stability and judging landslide evolutionary stages.
url https://www.nat-hazards-earth-syst-sci.net/18/1187/2018/nhess-18-1187-2018.pdf
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AT sfeng statefusionentropyforcontinuousandsitespecificanalysisoflandslidestabilitychangingregularities
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