干旱气象 ›› 2025, Vol. 43 ›› Issue (5): 759-769.DOI: 10.11755/j.issn.1006-7639-2025-05-0759

• 论文 • 上一篇    下一篇

基于倾斜旋转T模态主成分分析的沙颍河流域短时强降水环流分型研究

武威1,2(), 徐丽娜1,3(), 单铁良1,2   

  1. 1.中国气象局·河南省农业气象保障与应用技术重点实验室,河南 郑州 450003
    2.河南省漯河市气象局,河南 漯河 462300
    3.河南省平顶山市气象局,河南 平顶山 467000
  • 收稿日期:2025-06-10 修回日期:2025-09-02 出版日期:2025-10-31 发布日期:2025-11-09
  • 通讯作者: 徐丽娜(1985—),女,河南郑州人,主要从事灾害性天气预报方法与技术研究。E-mail: 309503340@qq.com
  • 作者简介:武威(1987—),男,河南漯河人,高级工程师,主要从事短期、短时临近天气预报。E-mail: ww-0824@163.com
  • 基金资助:
    河南省气象局面上项目(KM202242);河南省气象局青年项目(KQ202433)

Classification of short-term heavy rainfall circulation patterns in the Shaying River Basin using obliquely rotated T-mode principal component analysis

WU Wei1,2(), XU Lina1,3(), SHAN Tieliang1,2   

  1. 1. CMA/Henan Key Laboratory of Agrometeorological Support and Applied Technique, Zhengzhou 450003, China
    2. Luohe Meteorological Bureau of Henan Province, Luohe 462300, Henan, China
    3. Pingdingshan Meteorological Bureau of Henan Province, Pingdingshan 467000, Henan, China
  • Received:2025-06-10 Revised:2025-09-02 Online:2025-10-31 Published:2025-11-09

摘要:

开展短时强降水的天气学环流分型研究,有助于提高短时强降水的预报预警能力和气象防灾减灾水平。利用2005—2022年5—9月逐时降水资料和ERA5再分析资料,基于倾斜旋转T模态主成分分析法,研究了沙颍河流域不同类型短时强降水的环流形势、降水特征及物理量差异。结果表明,沙颍河流域暖季短时强降水可分为槽前西南气流型、副高外围西南气流型、西北气流型、低涡切变型和台风低压型5类,其中槽前西南气流型占比最高,台风低压型最少。降水强度方面,槽前西南气流型分布较均匀,副高外围西南气流型局地性特征显著,西北气流型在西南部较强,低涡切变型在北中部较大,台风低压型在西部及北部高海拔地区较大。降水概率方面,低涡切变型在山区高于平原、北部高于南部,其余型与之相反。5月以槽前西南气流型为主,6月西北气流型最多,7月槽前西南气流型和低涡切变型占主导,8月西北气流型显著,9月则以副高外围西南气流型和槽前西南气流型为主。日变化特征显示,槽前西南气流型、副高外围西南气流型和低涡切变型呈双峰型分布,峰值频次与持续时间存在差异;西北气流型呈午后单峰型,台风低压型无明显日变化。单因子分析表明,副高外围西南气流型和台风低压型水汽条件充沛;副高外围西南气流型与西北气流型热力不稳定显著,分别表现为较高的对流有效位能和较大的850 hPa与500 hPa温差;低涡切变型和台风低压型低层辐合抬升明显;5类短时强降水的垂直风切变整体较弱。联合物理量高概率密度分析进一步表明,不同类型短时强降水倾向于发生在不同的物理量组合背景下,对应不同的降水机制。

关键词: 短时强降水, 环流分型, 主成分分析, 物理量差异, 概率密度

Abstract:

The synoptic classification of short-duration heavy rainfall (SDHR) circulation patterns is of great significance for improving forecasting and early warning capabilities, as well as enhancing meteorological disaster prevention and mitigation. Based on hourly precipitation data from May to September during 2005-2022 and ERA5 reanalysis data, this study employs the obliquely rotated T-mode principal component analysis to investigate the circulation patterns, precipitation characteristics, and environmental parameter differences associated with SDHR events in the Shaying River Basin. The results indicate that SDHR events during the warm season can be categorized into five circulation types: the pre-trough southwesterly flow pattern, the southwesterly flow pattern on the periphery of the subtropical high (STH), the northwesterly flow pattern, the low vortex shear pattern, and the typhoon low pressure pattern. Among them, the pre-trough southwesterly flow pattern occurs most frequently, while the typhoon low pressure pattern is the least. In terms of precipitation intensity, the pre-trough southwesterly flow pattern shows a relatively uniform distribution; the southwesterly flow pattern on the periphery of the STH exhibits strong local characteristics; the northwesterly flow pattern produces stronger precipitation in the southwest; the low vortex shear pattern features higher intensity in the northern and central parts; and the typhoon low pressure pattern shows maxima mainly in the western and northern high-altitude areas. Regarding precipitation probability, the low vortex shear pattern exhibits higher probabilities in mountainous areas and northern regions, whereas the other four types display opposite spatial tendencies. On the monthly scale, the pre-trough southwesterly flow pattern dominates in May, the northwesterly flow pattern prevails in June, both the pre-trough southwesterly flow pattern and low vortex shear pattern are dominant in July, the northwesterly flow pattern becomes most prominent in August, and both the southwesterly flow pattern on the periphery of the STH and pre-trough southwesterly flow pattern are predominant in September. The diurnal variations reveal that the pre-trough southwesterly flow pattern, the southwesterly flow pattern on the periphery of the STH, and the low vortex shear pattern exhibit bimodal structures with differences in peak frequency and duration; the northwesterly flow pattern shows a single afternoon peak, while the typhoon low pressure pattern has no obvious diurnal variation. Analysis of individual physical parameter indicates that the southwesterly flow pattern on the periphery of the STH and the typhoon low pressure pattern are characterized by abundant water vapor; both the southwesterly flow pattern on the periphery of the STH and the northwesterly flow pattern feature significant thermal instability, manifested as high convective available potential energy (CAPE) and a large 850-500 hPa temperature difference; the low vortex shear pattern and the typhoon low pressure pattern exhibit strong low-level convergence and upward motion; and all five circulation types are associated with weak vertical wind shear. Joint probability density analysis of environmental parameters further reveals that different SDHR types tend to develop under distinct combinations of thermodynamic and dynamic conditions, corresponding to different precipitation formation mechanisms.

Key words: short-duration heavy precipitation, circulation classification, principal component analysis, physical quantity differences, probability density

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