An intelligent method for Buoy meteorological data restoration using a Spatio-Temporal Dual-Attention Network with transformer and GAT

• Miaomiao Song,

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Supervision, Writing – review & editing

  Affiliations State Key Laboratory of Physical Oceanography, Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao, China, Laoshan Laboratory, Qingdao, China

  https://orcid.org/0000-0002-7026-5528

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• Jiuzhang Huang,

  Roles Data curation, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation State Key Laboratory of Physical Oceanography, Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao, China

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• Shizhe Chen,

  Roles Conceptualization, Formal analysis, Investigation, Methodology

  Affiliation Laoshan Laboratory, Qingdao, China

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• Xiao Fu ,

  Roles Conceptualization, Data curation, Funding acquisition, Resources

  * E-mail: dawn_fu@163.com

  Affiliations State Key Laboratory of Physical Oceanography, Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao, China, Laoshan Laboratory, Qingdao, China

  https://orcid.org/0009-0000-0542-170X

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• Shixuan Liu,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources

  Affiliations State Key Laboratory of Physical Oceanography, Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao, China, Laoshan Laboratory, Qingdao, China

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• Wenqing Li,

  Roles Data curation, Formal analysis, Software, Visualization

  Affiliations State Key Laboratory of Physical Oceanography, Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao, China, Laoshan Laboratory, Qingdao, China

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• Keke Zhang,

  Roles Data curation, Investigation, Methodology, Resources

  Affiliations State Key Laboratory of Physical Oceanography, Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao, China, Laoshan Laboratory, Qingdao, China

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• Wei Hu,

  Roles Data curation, Validation, Visualization

  Affiliation State Key Laboratory of Physical Oceanography, Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao, China

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• Xingkui Yan

  Roles Resources, Software, Validation, Visualization

  Affiliations State Key Laboratory of Physical Oceanography, Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao, China, Laoshan Laboratory, Qingdao, China

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