通过外热带气旋生命周期自动检测方法,为南大西洋风暴轨迹提供新视角

IF 3.5 3区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES
Danilo Couto de Souza, Pedro Leite da Silva Dias, Carolina Barnez Gramcianinov, Matheus Bonjour Laviola da Silva, Ricardo de Camargo
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引用次数: 0

摘要

本研究采用一种新颖的气旋生命周期探测方法 CycloPhaser,对南大西洋(SAt)气旋气候学提出了新的见解。利用气旋中心的最小相对涡度序列及其导数,该程序可有效识别气旋生命周期的不同阶段。利用ERA5数据集,通过分析850 hPa的相对涡度获得气旋轨迹。研究通过对 28,458 个系统的分析,确定了六种主要的气旋生命周期模式。最主要的气旋类型约占分析系统的 60%,表现出四个阶段:萌芽、加强、成熟和衰减。报告提供了每个发展阶段和整个生命周期的详细统计数据,在证实以往研究成果的同时,还提供了有价值的比较和新的见解。研究还确定了 SAt 的主要成因区域,并绘制了路径密度图,揭示了气旋发展周期的不同偏好。这项研究的主要成果是证明了自动分类程序能够以较低的计算成本迅速对气旋的生命周期进行分析,从而有助于高效率地对气旋行为进行全面研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

New perspectives on South Atlantic storm track through an automatic method for detecting extratropical cyclones' lifecycle

New perspectives on South Atlantic storm track through an automatic method for detecting extratropical cyclones' lifecycle

This study introduces new insights into the climatology of South Atlantic (SAt) cyclones by employing a novel cyclone life cycle detection method, the CycloPhaser. Utilizing the minimum relative vorticity series and its derivative at the cyclone centre, the program effectively identifies distinct phases in the cyclone life cycle. Cyclone tracks are obtained through the analysis of relative vorticity at 850 hPa, using the ERA5 dataset. The study identified six main cyclone life cycle patterns from the analysis of 28,458 systems. The predominant cyclone type, accounting for approximately 60% of the analysed systems, exhibited a four-phase configuration: incipient, intensification, mature and decay. Detailed statistics for each developmental phase and the overall life cycle are presented, offering valuable comparisons and new insights while corroborating previous research findings. Key genesis regions in the SAt are identified, along with track density maps that reveal distinct preferences in cyclone developmental cycle. The main outcome of this study is the demonstration that the automated classification procedure enables the analysis of cyclones' life cycles to be conducted promptly and with low computing costs, facilitating the comprehensive study of cyclone behaviour with high efficiency.

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来源期刊
International Journal of Climatology
International Journal of Climatology 地学-气象与大气科学
CiteScore
7.50
自引率
7.70%
发文量
417
审稿时长
4 months
期刊介绍: The International Journal of Climatology aims to span the well established but rapidly growing field of climatology, through the publication of research papers, short communications, major reviews of progress and reviews of new books and reports in the area of climate science. The Journal’s main role is to stimulate and report research in climatology, from the expansive fields of the atmospheric, biophysical, engineering and social sciences. Coverage includes: Climate system science; Local to global scale climate observations and modelling; Seasonal to interannual climate prediction; Climatic variability and climate change; Synoptic, dynamic and urban climatology, hydroclimatology, human bioclimatology, ecoclimatology, dendroclimatology, palaeoclimatology, marine climatology and atmosphere-ocean interactions; Application of climatological knowledge to environmental assessment and management and economic production; Climate and society interactions
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