小库仑-喜马拉雅地区滑坡灾害区划的多准则方法

IF 1.4 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY
Geological Journal Pub Date : 2024-10-23 DOI:10.1002/gj.5076
Rahul Kumar Verma, Rajesh Singh, Prateek Sharma, Ravi Kumar Umrao, T. N. Singh
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引用次数: 0

摘要

一个地区的社会经济繁荣与基础设施发展密切相关,特别是高速公路提供的连通性。保护一个地区的经济福利需要细致的规划和以最小的风险执行建设项目。滑坡灾害区划(LHZ)是评估特定区域发生滑坡可能性的重要工具。本研究深入研究了171.2 km2区域的LHZ,重点研究了斜坡倾斜和坡向、坡体物质、土地利用/土地覆盖(LULC)、与断层线的距离、道路和排水系统等关键因素。从博瓦利到阿尔莫拉,沿着国道(NH-109)划分了四个不同的区域。值得注意的是,中度危险区占面积的60.4%,其次是高危险区占24.4%,低危险区占11.9%,极高危险区占3.3%。为了提高研究的可靠性,根据不同的来源,包括现场研究和印度地质调查局(GSI)的滑坡清单数据,标记了63个先前确定的滑坡位置。在验证过程中,12次滑坡发生在高危险区,32次发生在高危险区,18次发生在中度危险区,只有1次发生在低危险区。受试者工作特征(ROC)曲线的质量很好,曲线下面积(AUC)为71.2%。总之,本研究强调了LHZ在评估和减轻NH-109走廊沿线滑坡风险中的重要性。研究结果为基础设施发展和风险管理方面的明智决策提供了宝贵见解,有助于可持续增长和保护该地区的生计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Multicriteria Approach for Landslide Hazard Zonation in the Lesser Kumaun Himalaya

The socioeconomic prosperity of a region is intricately tied to its infrastructure development, particularly the connectivity provided by highways. Preserving the economic well-being of an area demands meticulous planning and the execution of construction projects with minimal risk. Landslide hazard zonation (LHZ) is a crucial tool for assessing the likelihood of landslide occurrences in specific regions. This study delves into the LHZ of a 171.2 km2 area, focusing on critical causative factors such as slope inclination and aspect, slope mass material, Land Use/Land Cover (LULC), distance from fault lines, roads, and drainage systems. The classification resulted in four distinct zones along the National Highway (NH-109) stretch from Bhowali to Almora. Notably, the moderate-hazard zone encompasses 60.4% of the area, followed by the high-hazard zone at 24.4%, the low-hazard zone at 11.9%, and the very high-hazard zone at 3.3%. To enhance the reliability of the study, 63 previously identified landslide locations were marked based on diverse sources, including field studies and landslide inventory data from the Geological Survey of India (GSI). In the validation process, 12 past landslide occurrences were situated within the very high-hazard zone, 32 in the high-hazard zone, 18 in the moderate-hazard zone, and only one in the low-hazard zone. The receiver operating characteristic (ROC) curve yielded a commendable quality with a % area under the curve (AUC) of 71.2%. In summary, this research underscores the importance of LHZ in assessing and mitigating landslide risks along a stretch of the NH-109 corridor. The findings provide valuable insights for informed decision-making in infrastructure development and risk management, contributing to the sustainable growth and protection of the region's livelihood.

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来源期刊
Geological Journal
Geological Journal 地学-地球科学综合
CiteScore
4.20
自引率
11.10%
发文量
269
审稿时长
3 months
期刊介绍: In recent years there has been a growth of specialist journals within geological sciences. Nevertheless, there is an important role for a journal of an interdisciplinary kind. Traditionally, GEOLOGICAL JOURNAL has been such a journal and continues in its aim of promoting interest in all branches of the Geological Sciences, through publication of original research papers and review articles. The journal publishes Special Issues with a common theme or regional coverage e.g. Chinese Dinosaurs; Tectonics of the Eastern Mediterranean, Triassic basins of the Central and North Atlantic Borderlands). These are extensively cited. The Journal has a particular interest in publishing papers on regional case studies from any global locality which have conclusions of general interest. Such papers may emphasize aspects across the full spectrum of geological sciences.
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