预计亚洲高山地区的山体滑坡危险将加剧

IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Earths Future Pub Date : 2024-10-03 DOI:10.1029/2023EF004325
Thomas A. Stanley, Rachel B. Soobitsky, Pukar M. Amatya, Dalia B. Kirschbaum
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引用次数: 0

摘要

亚洲高山地区一直是众所周知的山体滑坡风险热点地区,研究表明,在未来几十年内,该地区的山体滑坡风险可能会增加。极端降水可能会变得更加频繁,与全球气温的升高形成非线性反应。然而,这些变化在地理上是各不相同的。本文绘制了山体滑坡危害的可能变化图,该图由降水量和温度下标得出的山体滑坡危害指标(LHI)显示。为了捕捉斜坡对极端降水的非线性响应,我们在亚洲高山地区的滑坡数据库中训练了一个简单的机器学习模型,以开发区域性的滑坡危险指数。该模型被应用于无缝预报系统和地球系统研究大型集合的 30 个成员的统计降尺度数据,以得出共同社会经济路径 2-4.5 和 5-8.5 下的一系列可能结果。山体滑坡危险指数显示,亚洲高山地区大部分地区的山体滑坡危险将会增加。在喜马拉雅山中部等已经很危险的地区,绝对增加幅度最大,但青藏高原的相对变化最大。即使在 2100 年山体滑坡危害下降的地区,在本世纪中叶之前,山体滑坡危害也会增加。不过,整个亚洲高山地区滑坡发生的季节性周期不会发生大的变化。尽管这些预测仍存在很大的不确定性,但总体变化方向似乎是可靠的。这些发现凸显了持续分析的重要性,为亚洲高山地区的利益相关者制定减少灾害风险战略提供了依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Landslide Hazard Is Projected to Increase Across High Mountain Asia

High Mountain Asia has long been known as a hotspot for landslide risk, and studies have suggested that landslide hazard is likely to increase in this region over the coming decades. Extreme precipitation may become more frequent, with a nonlinear response relative to increasing global temperatures. However, these changes are geographically varied. This article maps probable changes to landslide hazard, as shown by a landslide hazard indicator (LHI) derived from downscaled precipitation and temperature. In order to capture the nonlinear response of slopes to extreme precipitation, a simple machine-learning model was trained on a database of landslides across High Mountain Asia to develop a regional LHI. This model was applied to statistically downscaled data from the 30 members of the Seamless System for Prediction and Earth System Research large ensembles to produce a range of possible outcomes under the Shared Socioeconomic Pathways 2-4.5 and 5-8.5. The LHI reveals that landslide hazard will increase in most parts of High Mountain Asia. Absolute increases will be highest in already hazardous areas such as the Central Himalaya, but relative change is greatest on the Tibetan Plateau. Even in regions where landslide hazard declines by year 2100, it will increase prior to the mid-century mark. However, the seasonal cycle of landslide occurrence will not change greatly across High Mountain Asia. Although substantial uncertainty remains in these projections, the overall direction of change seems reliable. These findings highlight the importance of continued analysis to inform disaster risk reduction strategies for stakeholders across High Mountain Asia.

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来源期刊
Earths Future
Earths Future ENVIRONMENTAL SCIENCESGEOSCIENCES, MULTIDI-GEOSCIENCES, MULTIDISCIPLINARY
CiteScore
11.00
自引率
7.30%
发文量
260
审稿时长
16 weeks
期刊介绍: Earth’s Future: A transdisciplinary open access journal, Earth’s Future focuses on the state of the Earth and the prediction of the planet’s future. By publishing peer-reviewed articles as well as editorials, essays, reviews, and commentaries, this journal will be the preeminent scholarly resource on the Anthropocene. It will also help assess the risks and opportunities associated with environmental changes and challenges.
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