Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1029/2020GL089542 |
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 |
URL | 查看原文 |
引用统计 | |
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 |
推荐引用方式 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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