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  Network Analysis Measuring the Impact of Volcanic Eruptions

Sun, Y., Zhang, Y., Meng, J., & Fan, J. (2022). Network Analysis Measuring the Impact of Volcanic Eruptions. Atmosphere, 13(11):. doi:10.3390/atmos13111910.

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資料種別: 学術論文

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meng_atmosphere-13-01910.pdf (出版社版), 3MB
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meng_atmosphere-13-01910.pdf
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 作成者:
Sun, Yu1, 著者
Zhang, Yuelong1, 著者
Meng, Jun2, 著者              
Fan, Jingfang2, 著者              
所属:
1External Organizations, ou_persistent22              
2Potsdam Institute for Climate Impact Research, ou_persistent13              

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 要旨: Volcanoes can be extremely damaging to the environment, human society, and also impact climate change. During volcanic eruption, massive amounts of gases and dust particles are thrown into the atmosphere and propagated instantaneously by the stratospheric circulation, resulting in a huge impact on the interactive pattern of the atmosphere. Here, we develop a climate network-based framework to study the temporal evolution of lower stratospheric atmosphere conditions in relation to a volcanic eruption, the Hunga Tonga-Hunga Ha’apai (HTHH) volcano, which erupted on 20 December 2021. Various spatial-temporal topological features of the climate network are introduced to analyze the nature of the HTHH. We show that our framework has the potential to identify the dominant eruption events of the HTHH and reveal the impact of the HTHH eruption. We find that during the eruption periods of the HTHH, the correlation behaviors in the lower stratosphere became much stronger than during normal periods. Both the degree and clustering coefficients increased significantly during the dominant eruption periods, and could be used as indications for the eruption of HTHH. The underlying mechanism for the observed cooperative mode is related to the impact of a volcanic eruption on global mass circulations. The study on the network topology of the atmospheric structure during a volcanic eruption provides a fresh perspective to investigate the impact of volcanic eruptions. It can also reveal how the interactive patterns of the atmosphere respond to volcanic eruptions and improve our understanding regarding the global impacts of volcanic eruptions.

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言語: eng - 英語
 日付: 2022-11-162022-11-16
 出版の状態: Finally published
 ページ: 12
 出版情報: -
 目次: -
 査読: 査読あり
 識別子(DOI, ISBNなど): DOI: 10.3390/atmos13111910
MDB-ID: No data to archive
PIKDOMAIN: RD4 - Complexity Science
Organisational keyword: RD4 - Complexity Science
OATYPE: Gold Open Access
 学位: -

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出版物 1

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出版物名: Atmosphere
種別: 学術雑誌, SCI, Scopus, p3, oa
 著者・編者:
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出版社, 出版地: -
ページ: - 巻号: 13 (11) 通巻号: 1910 開始・終了ページ: - 識別子(ISBN, ISSN, DOIなど): CoNE: https://publications.pik-potsdam.de/cone/journals/resource/191024
Publisher: MDPI