德国气候变化条件下岩崩概率的降低

IF 4.2 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
K. Nissen, M. Wilde, Thomas M. Kreuzer, A. Wohlers, B. Damm, U. Ulbrich
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引用次数: 0

摘要

摘要气候变化对德国低山区落石的影响采用两种不同的方法进行了研究。第一种方法使用逻辑回归模型来描述降水、冻融循环和裂隙水对岩崩概率的综合影响。将该模式应用于气象观测,分析了过去60年的气候变化信号。通过将统计模式应用于23个区域气候情景模拟的多模式集合的输出,探讨了到本世纪末气候变化的可能影响。人们发现,在过去的几十年里,每年出现高于平均水平的落石概率的天数基本上在减少。然而,只有少数地点具有统计显著性。在德国和邻近地区的代表性浓度路径(RCP)气候情景8.5 (RCP8.5)模拟中,与20世纪最后30年和21世纪最后30年相比,可以看到一个强劲的、统计上显著的减少,局部下降到- 10%以下。决定岩崩概率减少的最重要因素是在未来气候条件下冻融循环次数的减少。对于第二种方法,从再分析数据中确定了与岩崩概率增加相关的四种大尺度气象模式。所有四种模式的频率都显示出一个季节性循环,在一年中寒冷的一半时间(冬季和春季)达到最大值。可分配给这些模式的天数趋势是由气象再分析数据和气候模拟确定的。在再分析中没有发现统计学上显著的趋势。对于未来的情景模拟,所有气候模式都显示,促进岩崩的天气情况的数量在统计上显著减少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A decrease in rockfall probability under climate change conditions in Germany
Abstract. The effect of climate change on rockfalls in the German low mountain regions is investigated following two different approaches. The first approach uses a logistic regression model that describes the combined effect of precipitation, freeze–thaw cycles, and fissure water on rockfall probability. The climate change signal for the past 6 decades is analysed by applying the model to meteorological observations. The possible effect of climate change until the end of the century is explored by applying the statistical model to the output of a multi-model ensemble of 23 regional climate scenario simulations. It is found that the number of days per year exhibiting an above-average probability for rockfalls has mostly been decreasing during the last few decades. Statistical significance is, however, present at only a few sites. A robust and statistically significant decrease can be seen in the Representative Concentration Pathway (RCP) climate scenario 8.5 (RCP8.5) simulations for Germany and neighbouring regions, locally falling below −10 % when comparing the last 30 years of the 20th century to the last 30 years of the 21st century. The most important factor determining the projected decrease in rockfall probability is a reduction in the number of freeze–thaw cycles expected under future climate conditions. For the second approach four large-scale meteorological patterns that are associated with enhanced rockfall probability are identified from reanalysis data. The frequency of all four patterns exhibits a seasonal cycle that maximises in the cold half of the year (winter and spring). Trends in the number of days that can be assigned to these patterns are determined both in meteorological reanalysis data and in climate simulations. In the reanalysis no statistically significant trend is found. For the future scenario simulations all climate models show a statistically significant decrease in the number of rockfall-promoting weather situations.
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来源期刊
Natural Hazards and Earth System Sciences
Natural Hazards and Earth System Sciences 地学-地球科学综合
CiteScore
7.60
自引率
6.50%
发文量
192
审稿时长
3.8 months
期刊介绍: Natural Hazards and Earth System Sciences (NHESS) is an interdisciplinary and international journal dedicated to the public discussion and open-access publication of high-quality studies and original research on natural hazards and their consequences. Embracing a holistic Earth system science approach, NHESS serves a wide and diverse community of research scientists, practitioners, and decision makers concerned with detection of natural hazards, monitoring and modelling, vulnerability and risk assessment, and the design and implementation of mitigation and adaptation strategies, including economical, societal, and educational aspects.
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