基于非平稳广义极值模型的中国东北地区极端降水趋势

IF 4 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Geoscience Letters Pub Date : 2024-03-15 DOI:10.1186/s40562-024-00331-z
Fangxiu Meng, Kang Xie, Peng Liu, Huazhou Chen, Yao Wang, Haiyun Shi
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引用次数: 0

摘要

东北是中国的主要粮食生产基地。极端降水(EP)事件会严重影响农业生产和社会经济,但人们对东北地区极端降水事件的了解还很有限。本研究利用非平稳广义极值(GEV)模型,研究了 1959-2017 年间东北地区极端降水事件的趋势和潜在风险,尤其是初夏和盛夏(极端降水事件高发期)。然后,分别分析了初夏和盛夏东北地区EP与大尺度环流的关系。结果表明,东北地区初夏 EP 主要呈正趋势,而盛夏 EP 则呈负趋势。同时,所有回归期的 EP 在初夏都呈现明显的上升趋势,这与更频繁的 EP 事件相对应。然而,在盛夏,2 年回归期 EP 随位置参数的变化而减小,20 年、50 年和 100 年回归期 EP 随尺度参数的变化而略有增大。重现期为 2 年的 EP 多发生在辽宁省,而重现期为 100 年的 EP 则多发生在吉林省和黑龙江省。此外,初夏 EP 的增加主要受东北冷涡的影响,仲夏冷空气对 EP 的影响更强,这也清楚地解释了仲夏 EP 增加不明显的原因。总之,本研究的成果将有利于东北地区的防灾减灾工作。
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Extreme precipitation trends in Northeast China based on a non-stationary generalized extreme value model
Northeast China is the main food production base of China. Extreme precipitation (EP) events can seriously impact agricultural production and socioeconomics, but the understanding of EP in Northeast China is still limited. In this study, using the non-stationary generalized extreme value (GEV) model, we investigate the trend and potential risk of EP in Northeast China during 1959–2017, especially in early and mid-summer (periods of high frequency of EP). Then, the relationships between EP and large-scale circulation over Northeast China in early and mid-summer are analyzed separately. The EP in Northeast China mainly presents positive trends in early summer but negative trends in mid-summer. Meanwhile, the EP with all the return periods presents apparently increasing trends in early summer, corresponding to more frequent EP events. Nevertheless, in mid-summer, the EP with 2-year return period decreases with location parameter, and the EP with 20-year, 50-year, and 100-year return periods slightly increases with scale parameter. The EP with 2-year return period occurs frequently in Liaoning Province, while the EP with 100-year return period is more likely to occur in Jilin Province and Heilongjiang Province. Moreover, the increase of the EP in early summer is mainly influenced by the northeast cold vortex; the effect of cold air on the EP is stronger in mid-summer, giving a clear explanation why the EP in mid-summer does not increase significantly. Overall, the outcomes of this study would be beneficial for the disaster prevention and mitigation in Northeast China.
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来源期刊
Geoscience Letters
Geoscience Letters Earth and Planetary Sciences-General Earth and Planetary Sciences
CiteScore
4.90
自引率
2.50%
发文量
42
审稿时长
25 weeks
期刊介绍: Geoscience Letters is the official journal of the Asia Oceania Geosciences Society, and a fully open access journal published under the SpringerOpen brand. The journal publishes original, innovative and timely research letter articles and concise reviews on studies of the Earth and its environment, the planetary and space sciences. Contributions reflect the eight scientific sections of the AOGS: Atmospheric Sciences, Biogeosciences, Hydrological Sciences, Interdisciplinary Geosciences, Ocean Sciences, Planetary Sciences, Solar and Terrestrial Sciences, and Solid Earth Sciences. Geoscience Letters focuses on cutting-edge fundamental and applied research in the broad field of the geosciences, including the applications of geoscience research to societal problems. This journal is Open Access, providing rapid electronic publication of high-quality, peer-reviewed scientific contributions.
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