Development of a spatial projection map of glacial retreat based on vulnerability maps in the Central Cordillera, Peru

IF 2.7 4区 环境科学与生态学 Q2 WATER RESOURCES Journal of Water and Climate Change Pub Date : 2024-05-21 DOI:10.2166/wcc.2024.151
Alonso Arias, Nicolás Núñez, Pedro Rau, Patrick Venail
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Abstract

Increase in average global temperature over the last few decades has caused an accelerated retreat of tropical glaciers. Andean populations live in strict dependence on the water services provided by mountains and glaciers. The present study aims to generate a glacier melt projection map in the Peruvian Central Cordillera based on vulnerability maps over the 1990–2021 period. Seven satellite images were selected to determine the changes in glacier coverage based on normalized indexes. Subsequently, seven parametric maps consisting of terrain and climate characteristics were assimilated into a vulnerability analysis based on the frequency index and the Shannon entropy index model, allowing one to identify areas most susceptible to glacial retreat. The results show that the most important criteria for the southern and northern glacial study areas are surface temperature, elevation, precipitation, aspect, orientation, and slope. The validation results revealed the most accurate set of parameters from the vulnerability map in terms of projecting melting areas and were used to produce a spatial projection map for the period 2021–2055. From 2021, a glacier loss in the range of 84–98% would be reached by 2050s.
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根据秘鲁中科迪勒拉山系的脆弱性地图绘制冰川退缩空间投影图
过去几十年来,全球平均气温的上升导致热带冰川加速退缩。安第斯地区的居民严重依赖山脉和冰川提供的水源。本研究旨在根据 1990-2021 年期间的脆弱性地图,绘制秘鲁中科迪勒拉山系的冰川融化预测图。研究人员选择了七幅卫星图像,根据归一化指数确定冰川覆盖范围的变化。随后,根据频率指数和香农熵指数模型,将由地形和气候特征组成的七张参数地图同化到脆弱性分析中,从而确定最易受冰川退缩影响的地区。结果表明,南部和北部冰川研究地区最重要的标准是地表温度、海拔高度、降水量、地势、方位和坡度。验证结果表明,脆弱性地图中的一组参数在预测冰川融化区域方面最为准确,并被用于绘制 2021-2055 年期间的空间预测图。从 2021 年开始,到 2050 年代,冰川损失将达到 84-98% 的范围。
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来源期刊
CiteScore
4.80
自引率
10.70%
发文量
168
审稿时长
>12 weeks
期刊介绍: Journal of Water and Climate Change publishes refereed research and practitioner papers on all aspects of water science, technology, management and innovation in response to climate change, with emphasis on reduction of energy usage.
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