Multi-failure numerical analysis of rainfall-triggered landslides at the basin-scale

IF 6.2 1区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
David Sebastian Calpa , Fabricio Fernández , Euripedes A. Vargas Jr. , Guilherme J.C. Gomes , Raquel Q. Velloso , Marcelo Miqueletto , Marcos Massao Futai
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Abstract

Climate change and rapidly growing urbanization demand advanced, physically based approaches for mapping landslide-prone regions. Yet, most existing models rely on simplified assumptions regarding subsurface water flow and slope stability analysis. This paper introduces a novel fully numerical framework (MFNA-3D) that advances basin-scale simulation of rainfall-induced slope failures through an innovative multi-failure algorithm based on Numerical Limit Analysis (NLA). The proposed method employs a one-way coupling strategy that links a three-dimensional solution of Richards equation for transient, variably saturated subsurface flow with a newly developed NLA-based stability model tailored for large-scale slope stability assessment. The NLA-based algorithm enables the efficient delineation of multiple and simultaneous failure zones with irregular geometries and the quantification of failure volumes, without requiring a priori assumptions about their shape or location. MFNA-3D improves the physical realism of basin-scale landslide simulations by capturing the effects of antecedent and extreme rainfall on pore-water pressure and stability evolution. The methodology was applied to a landslide-prone tropical basin in the state of Rio de Janeiro, Brazil, incorporating mesh refinement and parametric sensitivity analyses. Quantitative validation was conducted by comparing the Fs maps obtained from the proposed approach with those generated using the infinite slope method, against mapped landslide scars. Results confirm the model’s capability to reproduce complex landslide behavior at the basin scale. This study positions MFNA-3D as a scalable and physically grounded numerical tool for advanced landslide hazard mapping.
流域尺度降雨引发滑坡的多重破坏数值分析
气候变化和快速发展的城市化需要先进的、基于物理的方法来绘制滑坡易发地区的地图。然而,大多数现有模型依赖于对地下水流和边坡稳定性分析的简化假设。本文介绍了一种全新的全数值框架(MFNA-3D),通过一种基于数值极限分析(NLA)的创新多破坏算法,推进了降雨诱发斜坡破坏的流域尺度模拟。所提出的方法采用单向耦合策略,将瞬态变饱和地下流的Richards方程的三维解与新开发的用于大规模边坡稳定性评估的基于nla的稳定性模型联系起来。基于nla的算法能够有效地描述具有不规则几何形状的多个同时发生的故障区域,并对故障体积进行量化,而无需对其形状或位置进行先验假设。MFNA-3D通过捕捉前期和极端降雨对孔隙水压力和稳定性演化的影响,提高了盆地尺度滑坡模拟的物理真实感。该方法应用于巴西巴西里约热内卢州一个容易发生滑坡的热带盆地,结合了网格细化和参数敏感性分析。通过将该方法获得的Fs图与使用无限斜率法生成的Fs图进行比较,并针对已绘制的滑坡疤痕进行了定量验证。结果证实了该模型在流域尺度上模拟复杂滑坡行为的能力。这项研究将MFNA-3D定位为一种可扩展的、物理基础的数字工具,用于高级滑坡灾害测绘。
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来源期刊
Computers and Geotechnics
Computers and Geotechnics 地学-地球科学综合
CiteScore
9.10
自引率
15.10%
发文量
438
审稿时长
45 days
期刊介绍: The use of computers is firmly established in geotechnical engineering and continues to grow rapidly in both engineering practice and academe. The development of advanced numerical techniques and constitutive modeling, in conjunction with rapid developments in computer hardware, enables problems to be tackled that were unthinkable even a few years ago. Computers and Geotechnics provides an up-to-date reference for engineers and researchers engaged in computer aided analysis and research in geotechnical engineering. The journal is intended for an expeditious dissemination of advanced computer applications across a broad range of geotechnical topics. Contributions on advances in numerical algorithms, computer implementation of new constitutive models and probabilistic methods are especially encouraged.
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