GSTDTAP  > 气候变化
DOI10.1029/2020GL089542
Define East Asian monsoon annual cycle via a self‐organizing map‐based approach
Lun Dai; Tat Fan Cheng; Mengqian Lu
2020-12-08
发表期刊Geophysical Research Letters
出版年2020
英文摘要

Methods to define the East Asian monsoon usually involve ad hoc and diverse criteria. This study adopts a simple and coherent approach based on self‐organizing map to systematically derive the monsoon annual cycle based on 850‐hPa wind fields. The derived onset dates in the warm season agree well with the literature despite lacking documentations for winter‐season stages. Linear regression suggests an inverse relationship between the length of the Spring (Meiyu) stage and that of the Pre‐Meiyu (Mid‐summer) stage, suggesting predictability of the Meiyu and Fall onsets. The Aleutian Low, the western North Pacific subtropical high and the upper‐level westerlies play important roles in the Spring, Pre‐Meiyu and Meiyu onsets. Observations reveal strong rain belt events form right after the monsoonal wind onsets in the warm season. The proposed approach to deriving monsoon stages and onsets would be useful for monsoon climate studies and operational monsoon diagnosis and forecasting.

领域气候变化
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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/308294
专题气候变化
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GB/T 7714
Lun Dai,Tat Fan Cheng,Mengqian Lu. Define East Asian monsoon annual cycle via a self‐organizing map‐based approach[J]. Geophysical Research Letters,2020.
APA Lun Dai,Tat Fan Cheng,&Mengqian Lu.(2020).Define East Asian monsoon annual cycle via a self‐organizing map‐based approach.Geophysical Research Letters.
MLA Lun Dai,et al."Define East Asian monsoon annual cycle via a self‐organizing map‐based approach".Geophysical Research Letters (2020).
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