Landslide hazards in the Wudongde Reservoir (China): Analysis of frequency-magnitude characteristics based on self-organized criticality theory

IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES
Qiliang Liu, Fei Guo, Hongtao Tian, Ling Li, Xiaotao Ma, Mingxing Fu, Jianmang Zhang, Gang Zeng
{"title":"Landslide hazards in the Wudongde Reservoir (China): Analysis of frequency-magnitude characteristics based on self-organized criticality theory","authors":"Qiliang Liu,&nbsp;Fei Guo,&nbsp;Hongtao Tian,&nbsp;Ling Li,&nbsp;Xiaotao Ma,&nbsp;Mingxing Fu,&nbsp;Jianmang Zhang,&nbsp;Gang Zeng","doi":"10.1007/s12665-025-12509-5","DOIUrl":null,"url":null,"abstract":"<div><p>To characterize the magnitude-dependent distribution of landslide hazards in the Wudongde Reservoir area, the principle of maximum complexity is employed to analyze the physical mechanisms governing power-law distributions of landslides. A frequency-magnitude distribution curve is derived using a power-law function, with a focus on investigating the statistical characteristics of landslide frequency-magnitude distributions and their deviation effects. Results indicate that when the geometric mean value is constrained and the system complexity reaches its maximum, the power-law distribution represents the most probable probabilistic model for landslide frequency-magnitude relationships. The bank landslides in Wudongde Reservoir exhibit self-organized criticality (SOC) characteristics, with their frequency-magnitude distribution curve comprising two distinct components: a power-law segment and a deviating segment. While the power-law function adequately describes the former, the double Pareto and inverse Gamma functions are found to better capture both the power-law behavior and deviation effects. Among these, the inverse Gamma function demonstrates superior goodness-of-fit, likely due to its ability to model tail behavior in complex systems. Notably, the deviation effect in the frequency-magnitude distribution is not attributed to single factors (e.g., geological genesis mechanisms, slide mass thickness, landslide branching patterns, or left/right bank positions) but rather arises from the synergistic interaction of multiple geological factors.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"84 17","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Earth Sciences","FirstCategoryId":"93","ListUrlMain":"https://link.springer.com/article/10.1007/s12665-025-12509-5","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

To characterize the magnitude-dependent distribution of landslide hazards in the Wudongde Reservoir area, the principle of maximum complexity is employed to analyze the physical mechanisms governing power-law distributions of landslides. A frequency-magnitude distribution curve is derived using a power-law function, with a focus on investigating the statistical characteristics of landslide frequency-magnitude distributions and their deviation effects. Results indicate that when the geometric mean value is constrained and the system complexity reaches its maximum, the power-law distribution represents the most probable probabilistic model for landslide frequency-magnitude relationships. The bank landslides in Wudongde Reservoir exhibit self-organized criticality (SOC) characteristics, with their frequency-magnitude distribution curve comprising two distinct components: a power-law segment and a deviating segment. While the power-law function adequately describes the former, the double Pareto and inverse Gamma functions are found to better capture both the power-law behavior and deviation effects. Among these, the inverse Gamma function demonstrates superior goodness-of-fit, likely due to its ability to model tail behavior in complex systems. Notably, the deviation effect in the frequency-magnitude distribution is not attributed to single factors (e.g., geological genesis mechanisms, slide mass thickness, landslide branching patterns, or left/right bank positions) but rather arises from the synergistic interaction of multiple geological factors.

Abstract Image

Abstract Image

武东德水库滑坡灾害:基于自组织临界理论的频率-震级特征分析
为了刻画乌东德库区滑坡灾害的震级分布特征,采用最大复杂性原理分析了影响滑坡幂律分布的物理机制。利用幂律函数推导了滑坡频率-震级分布曲线,重点研究了滑坡频率-震级分布的统计特征及其偏差效应。结果表明,当几何均值受到约束且系统复杂度达到最大时,幂律分布是滑坡频率-震级关系最可能的概率模型。乌东德水库岸坡滑坡表现出自组织临界(SOC)特征,其频率-震级分布曲线由幂律段和偏离段两部分组成。虽然幂律函数充分描述了前者,但发现双帕累托函数和逆伽马函数更好地捕捉了幂律行为和偏差效应。其中,逆伽马函数表现出优越的拟合优度,可能是由于它在复杂系统中模拟尾部行为的能力。值得注意的是,频率-震级分布的偏差效应不是单一因素(如地质成因机制、滑坡体厚度、滑坡分支模式或左右河岸位置)造成的,而是多种地质因素协同作用的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Environmental Earth Sciences
Environmental Earth Sciences 环境科学-地球科学综合
CiteScore
5.10
自引率
3.60%
发文量
494
审稿时长
8.3 months
期刊介绍: Environmental Earth Sciences is an international multidisciplinary journal concerned with all aspects of interaction between humans, natural resources, ecosystems, special climates or unique geographic zones, and the earth: Water and soil contamination caused by waste management and disposal practices Environmental problems associated with transportation by land, air, or water Geological processes that may impact biosystems or humans Man-made or naturally occurring geological or hydrological hazards Environmental problems associated with the recovery of materials from the earth Environmental problems caused by extraction of minerals, coal, and ores, as well as oil and gas, water and alternative energy sources Environmental impacts of exploration and recultivation – Environmental impacts of hazardous materials Management of environmental data and information in data banks and information systems Dissemination of knowledge on techniques, methods, approaches and experiences to improve and remediate the environment In pursuit of these topics, the geoscientific disciplines are invited to contribute their knowledge and experience. Major disciplines include: hydrogeology, hydrochemistry, geochemistry, geophysics, engineering geology, remediation science, natural resources management, environmental climatology and biota, environmental geography, soil science and geomicrobiology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信