Regional Aspects of Observed Temperature and Precipitation Trends in the Western Mediterranean: Insights From a Timescale Decomposition Analysis

IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES
D. A. Campos, M. E. Olmo, P. Cos, Á. G. Muñoz, F. J. Doblas-Reyes
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Abstract

The observed warming in the Western Mediterranean (WMed) region over recent decades is projected to continue, outpacing the global average, making the region a prominent climate change hotspot. Even within this relatively small area, the combination of natural climate variability and anthropogenic climate change creates significant spatial variation in extreme climate events. This study analyzes mean seasonal temperature and precipitation trends in the WMed using ECMWF Reanalysis v5 (ERA5) data from 1951 to 2020 taking into consideration the climatic heterogeneity of the region. A non-hierarchical K-Means clustering method was applied to delineate nine climatically homogeneous regions within the WMed. A timescale decomposition analysis was then conducted to disentangle long-term, decadal, and interannual variability components of seasonal data. Results indicate that long-term trends explain most of the total observed variance in temperature (∼65%), whereas interannual natural variability dominates observed precipitation (∼60%). These patterns vary seasonally, with the strongest warming trends along the Mediterranean coast of the Iberian Peninsula and northern Africa in summer and the most significant drying trends in the southwestern Mediterranean during both summer and winter. The influence of different modes of climate variability in the observed trends is assessed and appears to contribute to winter drying, but no evidence was found of its influence on warming trends. This study lays a foundation for future climate change detection and attribution efforts in the WMed, emphasizing the need for sub-regional analysis due to the region's pronounced heterogeneity.

Abstract Image

西地中海观测到的温度和降水趋势的区域方面:来自时间尺度分解分析的见解
近几十年来,西地中海(WMed)地区观测到的变暖预计将继续,超过全球平均水平,使该地区成为一个突出的气候变化热点。即使在这个相对较小的区域内,自然气候变率和人为气候变化的结合也造成了极端气候事件的显著空间差异。本文利用ECMWF Reanalysis v5 (ERA5)资料分析了1951 - 2020年WMed的平均季节温度和降水趋势,并考虑了该地区的气候异质性。采用非分层k均值聚类方法对WMed内的9个气候均质的区域进行了划分。然后进行时间尺度分解分析,以解开季节数据的长期、年代际和年际变率成分。结果表明,长期趋势解释了观测到的大部分温度变化(~ 65%),而年际自然变率在观测到的降水中占主导地位(~ 60%)。这些模式随季节变化,夏季伊比利亚半岛和北非地中海沿岸的变暖趋势最强,夏季和冬季地中海西南部的干燥趋势最显著。评估了不同气候变率模态对观测到的趋势的影响,这些影响似乎有助于冬季干燥,但没有发现其对变暖趋势的影响的证据。该研究为未来WMed的气候变化检测和归因工作奠定了基础,强调了由于区域明显的异质性,需要进行次区域分析。
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来源期刊
Journal of Geophysical Research: Atmospheres
Journal of Geophysical Research: Atmospheres Earth and Planetary Sciences-Geophysics
CiteScore
7.30
自引率
11.40%
发文量
684
期刊介绍: JGR: Atmospheres publishes articles that advance and improve understanding of atmospheric properties and processes, including the interaction of the atmosphere with other components of the Earth system.
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