利用遥感数据分析干旱和半干旱地区高山冰川冰雪覆盖层的快速消失

IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Journal of Arid Environments Pub Date : 2024-03-27 DOI:10.1016/j.jaridenv.2024.105153
Soroush Motiee, Homayoun Motiee, Azadeh Ahmadi
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引用次数: 0

摘要

本文研究了气候变化对伊朗北部山区冰川地区积雪覆盖和冰川的影响。由于缺乏冰川测量站,准确评估过去二十年积雪覆盖面积的变化对水利专家来说是一项挑战。这项研究利用了谷歌地球引擎(GEE)系统中 Terra 卫星上 MODIS 传感器提供的遥感数据,时间跨度为 2000 年至 2020 年。利用ERA5数据对地球表面附近的年气温变化进行了研究,结果表明过去三十年平均气温显著上升了1.5 °C。Mann-Kendall 检验证实了温度上升的统计意义,显著值为 3.5,P 值为 0.002。在 MODIS 数据验证方面,采用了总体准确度和 Kappa 系数两种方法,准确度分别为 93% 和 85%。虽然过去 20 年的年降雪量和积雪量保持相对稳定,但研究结果表明,由于气温升高,温暖月份(夏季)的积雪量呈下降趋势。研究结果显示,积雪覆盖率与年平均气温之间的负相关系数为-0.8。结果表明,与二十年前的空间范围相比,夏季积雪覆盖面积减少了 30%。随着保护性积雪的减少,快速融雪对该地区的永久冰川构成了重大威胁,使这些冰川在未来面临完全融化的风险。这些冰川的消失将对环境造成严重后果,包括影响当地的供水、河流流量和生态系统。
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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Analysis of rapid snow and ice cover loss in mountain glaciers of arid and semi-arid regions using remote sensing data

This article investigates the effects of climate change on snow cover and glacier in mountainous glacial areas in northern region of Iran. Due to the lack of glacier measuring stations, accurately assessing changes in snow cover over the past two decades is a challenge for water experts. This research instead utilized remote sensing data from the MODIS sensor on the Terra satellite in Google Earth Engine (GEE) system covering the period from 2000 to 2020. The annual temperature changes near the Earth's surface, using ERA5 data, showed a significant increase of 1.5 °C in average temperature over the past thirty years. The Mann-Kendall test confirms the statistical significance of the temperature rise, with a significance value of 3.5 and a p-value of 0.002. For MODIS data validation, two methods of overall accuracy and the Kappa coefficient were used with 93% and 85% of accuracy. While the annual snowfall and volume have remained relatively stable over the past 20 years, the findings indicate a decreasing trend of snow cover during warmer months (summer) due to rising air temperatures. The findings show a strong negative correlation coefficient of −0.8 between snow cover and annual average temperature. The results indicate a 30% decrease in summer snow cover compared to the spatial extent of two decades ago. The rapid snowmelt poses a significant threat to permanent glaciers in the region as the protective snow cover diminishes, putting these glaciers at risk of completely melting in the future. The loss of these glaciers will have severe consequences for the environment, including impacts on local water supplies, river flows, and the ecosystem.

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来源期刊
Journal of Arid Environments
Journal of Arid Environments 环境科学-环境科学
CiteScore
5.70
自引率
3.70%
发文量
144
审稿时长
55 days
期刊介绍: The Journal of Arid Environments is an international journal publishing original scientific and technical research articles on physical, biological and cultural aspects of arid, semi-arid, and desert environments. As a forum of multi-disciplinary and interdisciplinary dialogue it addresses research on all aspects of arid environments and their past, present and future use.
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