以大气环流、土壤湿度和海面温度为不确定性驱动因素,预测伊比利亚夏季变暖的故事情节

IF 4.5 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Atmospheric Research Pub Date : 2024-09-11 DOI:10.1016/j.atmosres.2024.107677
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引用次数: 0

摘要

本研究利用气候模式相互比较项目第六阶段气候模式模拟构建的故事情节,探讨了伊比利亚未来夏季变暖的不确定性。与以往侧重于大气环流的远程驱动因素和全球远程联系的故事情节方法不同,我们使用了直接影响夏季气温的区域因素:山脊活动、土壤湿度和地中海海面温度。这些驱动因素解释了在各种气候模式中观测到的变异的很大一部分,其中山脊活动和土壤湿度对伊比利亚变暖的影响最大。在高辐射强迫情景下(SSP5-8.5),基于这两个驱动因素的伊比利亚变暖故事情节在 21 世纪末为 7 至 9 ℃。导致升温幅度最大的故事情节的特点是伊比利亚上空的土壤条件变干,反气旋活动增加。对于简单的极热指标,我们也发现了类似的结论,尽管这种方法在处理更复杂的热浪指标时会遇到困难。我们还建议对故事情节法进行新的修改,通过使用整个 21 世纪的不同时间间隔来增加气候响应的数据样本。这种修改可以应用更复杂的统计模型,探索非线性关系,并识别影响区域气候预测的其他驱动因素。
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Storylines of projected summer warming in Iberia using atmospheric circulation, soil moisture and sea surface temperature as drivers of uncertainty

This study explores the uncertainty of future summer warming over Iberia using storylines constructed from climate model simulations of the Climate Model Intercomparison Project Phase 6. Unlike prior storyline approaches focusing on remote drivers and global teleconnections of atmospheric circulation, we use regional factors that directly influence summer temperatures: ridging activity, soil moisture and Mediterranean sea surface temperature. These drivers explain a substantial portion of the observed variability across climate models, with ridging activity and soil moisture showing the strongest influence on Iberian warming. Under a high radiative forcing scenario (SSP5–8.5), the storylines of Iberian warming based on these two drivers range between 7 and 9 °C for the end of the 21st century. The storyline leading to the largest warming is characterised by a drying out of the soil conditions and an increase in the anticyclonic activity over Iberia. We find similar conclusions for simple extreme heat indicators, though the approach struggles with more complex heatwave metrics. We also propose a novel modification of the storyline approach to increase the data sample of climate responses by using different time intervals throughout the 21st century. This modification would allow the application of more complex statistical models, the exploration of non-linear relationships and the identification of other drivers shaping the regional climate projections.

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来源期刊
Atmospheric Research
Atmospheric Research 地学-气象与大气科学
CiteScore
9.40
自引率
10.90%
发文量
460
审稿时长
47 days
期刊介绍: The journal publishes scientific papers (research papers, review articles, letters and notes) dealing with the part of the atmosphere where meteorological events occur. Attention is given to all processes extending from the earth surface to the tropopause, but special emphasis continues to be devoted to the physics of clouds, mesoscale meteorology and air pollution, i.e. atmospheric aerosols; microphysical processes; cloud dynamics and thermodynamics; numerical simulation, climatology, climate change and weather modification.
期刊最新文献
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