Poleward migration of tropical cyclones over the western North Pacific in the CMIP6-HighResMIP models constrained by observations

IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES npj Climate and Atmospheric Science Pub Date : 2024-07-04 DOI:10.1038/s41612-024-00704-3
Zhuoying Li, Wen Zhou
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Abstract

Tropical cyclones (TCs) have experienced poleward migration in recent years, but whether this exists in future projections with high-resolution climate models remains unclear. This study investigates the poleward migration of TCs over the western North Pacific (WNP) using CMIP6-HighResMIP models. We first assess the model performance in TC genesis frequency and latitude, which differ greatly from the observations, especially in winter and spring due to misinterpretation of extratropical storms. In this study, we put forward a revised constrained detection method based on the sea surface temperature (SST) and the atmospheric conditions to resolve this bias. Results indicate that the revised detection method has good performance in capturing the annual cycle of TC genesis frequency and latitude. Future projections constrained by this method show that the latitude of TC genesis and lifetime maximum intensity (LMI) both undergo a poleward shift, with the former being more significant. Spatial changes in the dynamic potential genesis index and large-scale environment could explain this shift. The regional changes of Hadley circulation and the role of global warming and internal variability are also discussed.

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在 CMIP6-HighResMIP 模型中受观测数据制约的北太平洋西部热带气旋向极 端移动情况
近年来,热带气旋(TCs)出现了向极地迁移的现象,但在高分辨率气候模式的未来预测中是否存在这种现象仍不清楚。本研究利用 CMIP6-HighResMIP 模式研究了热带气旋在北太平洋西部(WNP)上空的向极移动。我们首先评估了模式在热带气旋成因频率和纬度方面的表现,这与观测结果有很大差异,尤其是在冬季和春季,原因是对热带风暴的误读。在本研究中,我们提出了一种基于海面温度和大气条件的修正约束探测方法来解决这一偏差。结果表明,修订后的探测方法在捕捉热带气旋生成频率和纬度的年周期方面具有良好的性能。以这种方法为约束的未来预测表明,热带气旋成因纬度和生命周期最大强度(LMI)都会发生极向移动,前者更为显著。动态潜在成因指数和大尺度环境的空间变化可以解释这种转变。此外,还讨论了哈德利环流的区域变化以及全球变暖和内部变率的作用。
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来源期刊
npj Climate and Atmospheric Science
npj Climate and Atmospheric Science Earth and Planetary Sciences-Atmospheric Science
CiteScore
8.80
自引率
3.30%
发文量
87
审稿时长
21 weeks
期刊介绍: npj Climate and Atmospheric Science is an open-access journal encompassing the relevant physical, chemical, and biological aspects of atmospheric and climate science. The journal places particular emphasis on regional studies that unveil new insights into specific localities, including examinations of local atmospheric composition, such as aerosols. The range of topics covered by the journal includes climate dynamics, climate variability, weather and climate prediction, climate change, ocean dynamics, weather extremes, air pollution, atmospheric chemistry (including aerosols), the hydrological cycle, and atmosphere–ocean and atmosphere–land interactions. The journal welcomes studies employing a diverse array of methods, including numerical and statistical modeling, the development and application of in situ observational techniques, remote sensing, and the development or evaluation of new reanalyses.
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