Combined use of principal component analysis/multiple linear regression analysis and artificial neural network to assess the impact of meteorological parameters on fluctuation of selected PM_2.5-bound elements

• Siwatt Pongpiachan,

  Roles Conceptualization, Data curation, Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation NIDA Center for Research & Development of Disaster Prevention & Management, School of Social and Environmental Development, National Institute of Development Administration (NIDA), Bangkok, Thailand

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• Qiyuan Wang ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition

  * E-mail: wangqy@ieecas.cn

  Affiliation State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi’an, China

  https://orcid.org/0000-0003-2529-6226

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• Ronbanchob Apiratikul,

  Roles Resources, Software

  Affiliation Faculty of Science, Suansunandha Rajabhat, Bangkok, Thailand

  https://orcid.org/0000-0002-5556-8184

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• Danai Tipmanee,

  Roles Data curation, Validation

  Affiliation Faculty of Technology and Environment, Prince of Songkla University, Phuket, Thailand

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• Li Li,

  Roles Investigation, Methodology

  Affiliation State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi’an, China

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• Li Xing,

  Roles Formal analysis, Investigation, Methodology

  Affiliation School of Geography and Tourism, Shaanxi Normal University, Xi’an, China

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• Xingli Mao,

  Roles Data curation, Formal analysis, Investigation, Methodology

  Affiliation School of Geography and Tourism, Shaanxi Normal University, Xi’an, China

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• Guohui Li,

  Roles Data curation, Formal analysis, Investigation, Methodology

  Affiliation State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi’an, China

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• Yongming Han,

  Roles Data curation, Formal analysis, Funding acquisition, Investigation

  Affiliation State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi’an, China

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• Junji Cao,

  Roles Funding acquisition, Supervision, Validation

  Affiliation State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi’an, China

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• Vanisa Surapipith,

  Roles Conceptualization, Data curation, Formal analysis

  Affiliation National Astronomical Research Institute of Thailand (Public Organization), Chiangmai, Thailand

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• Aekkapol Aekakkararungroj,

  Roles Resources, Software

  Affiliation Asian Disaster Preparedness Center (ADPC), Bangkok, Thailand

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• Saran Poshyachinda

  Roles Conceptualization, Supervision

  Affiliation National Astronomical Research Institute of Thailand (Public Organization), Chiangmai, Thailand

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