在理想的当前和未来气候下,热带外气旋强度与降水的关系

V. Sinclair, J. Catto
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引用次数: 0

摘要

摘要热带外气旋(ETCs)是中纬度地区降水的主要原因,有大量证据表明,未来与ETCs相关的降水将增加。然而,对于这将如何影响碳排放体系的动力强度,以及不同类型的碳排放体系是否会受到不同的影响,人们知之甚少。我们量化了当前和理想未来气候中最大涡度与ETC相关降水之间的线性关系,并确定了这种关系如何取决于ETC的结构和特征。使用最先进的全球模型OpenIFS进行了三次为期10年的水行星模拟,它们的特定海面温度(SST)分布不同。进行了控制仿真、均匀升温仿真和极性放大仿真。利用特征跟踪软件TRACK对ETC进行客观识别,并将k-means聚类方法应用于ETC降水场,将ETC分成具有相似降水结构的聚类。在所有实验中,最大涡度越强的ETCs降水越多。对于所有气旋,我们发现在均匀增温和极性放大模拟中,最大气旋涡度与ETC降水之间的线性关系斜率大于控制模拟。我们假设,如果温暖气候下降水的增加通过非绝热加热和位涡度异常反馈到ETCs的动力强度上,降水和涡度将以相似的速率增加,因此降水和涡度之间的线性回归线的斜率将保持相似。我们的结果表明,要么没有反馈,要么由于非绝热加热引起的涡度增加被Eady增长率的降低所掩盖,这在均匀增温和极性放大模拟中都发生了。k-means聚类确定了所有实验中存在的四种不同的、物理上现实的ETCs类型,这意味着与ETCs相关的平均降水模式在未来不太可能发生变化。ETC最大涡度与降水的相关性最强的是与暖锋相关降水最多的ETC。降水最多的冷锋ETCs是最大涡度最强的风暴,降水与最大涡度之间也存在较强的相关性,但相关性较弱,相关系数小于暖锋ETCs。并不是所有ETC类型在降水和最大涡度之间都表现出很强的依赖性。位于降水较弱的高纬度地区的ETCs由于缺乏水汽而表现出较小的相关性,而降水主要位于ETCs中心的ETCs线性回归斜率最弱,这可能是由于缺乏上层强迫所致。这些结果强调,尽管气旋强度变化不大,但降水增加很大,表明未来与气旋有关的洪水可能增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The relationship between extra-tropical cyclone intensity and precipitation in idealised current and future climates
Abstract. Extra-tropical cyclones (ETCs) are the main cause of precipitation in the mid-latitudes, and there is substantial evidence that ETC-related precipitation will increase in the future. However, little is known about how this will impact on the dynamical strength of ETCs, and whether the impact will differ for different types of ETCs. We quantify the linear relationship between maximum vorticity and ETC-related precipitation in the current and idealised future climates and determine how this relationship depends on the structure and characteristics of the ETC. Three 10-year-long aqua-planet simulations are performed with a state-of-the-art global model, OpenIFS, that differ in their specified sea surface temperature (SST) distributions. A control simulation, a uniform warming simulation, and a polar amplification simulation are performed. ETCs are objectively identified using the feature-tracking software TRACK, and k-means clustering is applied to the ETC precipitation field to group the ETCs into clusters with similar precipitation structures. In all experiments, ETCs with stronger maximum vorticity are associated with more precipitation. For all cyclones considered together, we find that the slope of the linear relationship between maximum cyclone vorticity and ETC precipitation is larger in the uniform warming and polar amplification simulations than in the control simulation. We hypothesise that if an increase in precipitation in warmer climates were to feed back, via diabatic heating and potential vorticity anomalies, onto the dynamical intensity of the ETCs, precipitation and vorticity would increase at similar rates, and hence the slope of the linear regression line between precipitation and vorticity would remain similar. Our results indicate either that there is no feedback or that the increase in vorticity due to diabatic heating is masked by the decrease in the Eady growth rate which occurs in both the uniform warming and polar amplification simulations compared to the control. The k-means clustering identifies four distinct and physically realistic types of ETCs which are present in all experiments meaning that the average precipitation patterns associated with ETCs are unlikely to change in the future. The strongest dependency between ETC maximum vorticity and precipitation occurs for ETCs that have the most precipitation associated with the warm front. ETCs with the heaviest precipitation along the cold front, which are the most intense storms in terms of maximum vorticity, also exhibit a strong dependency between precipitation and maximum vorticity, but this dependency is weaker and has a smaller correlation coefficient than the warm-front ETCs. Not all ETC types exhibit a strong dependency between precipitation and maximum vorticity. ETCs located at high latitudes with weak precipitation show little dependency due to the lack of moisture, whereas ETCs with the precipitation located mainly in the centre of the ETCs have the weakest linear regression slope, which is likely due to the lack of upper-level forcing. These results stress that despite small changes in the strength of the cyclones, the precipitation increases are large, indicating potential future increases in flooding associated with cyclones.
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