Changes of upper ocean disturbance caused by tropical cyclones in the Western North Pacific main development region (1993–2021)

• Yujun Liu,

  Roles Conceptualization, Data curation, Methodology, Validation, Writing – original draft

  Affiliations School of Geographic Sciences, Xinyang Normal University, Xinyang, China, Henan Key Technology Engineering Research Center of Microwave Remote Sensing and Resource Environment Monitoring, Xinyang, China, Xinyang Key Laboratory of Climate Change & Environmental Evolution, Xinyang Normal University, Xinyang, China, North-south transitional zone typical vegetation phenology observation and research station of Henan Province, Xinyang Normal University, Xinyang, China

  https://orcid.org/0000-0003-3438-9870

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• Feiyan Chen,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation School of Geographic Sciences, Xinyang Normal University, Xinyang, China

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• Zhifei Ma,

  Roles Formal analysis, Funding acquisition, Project administration

  Affiliation School of Geographic Sciences, Xinyang Normal University, Xinyang, China

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• Yating Shao,

  Roles Formal analysis, Investigation, Writing – review & editing

  Affiliations College of Geoscience and Surveying Engineering, China University of Mining & Technology, Beijing, China, State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China

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• Junhui Yan

  Roles Methodology, Validation, Writing – review & editing

  * E-mail: yanjh2015@126.com

  Affiliations School of Geographic Sciences, Xinyang Normal University, Xinyang, China, Henan Key Technology Engineering Research Center of Microwave Remote Sensing and Resource Environment Monitoring, Xinyang, China, Xinyang Key Laboratory of Climate Change & Environmental Evolution, Xinyang Normal University, Xinyang, China

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