DynamicSeq2SeqXGB for PM_2.5 imputation in extremely sparse environmental monitoring networks

• Ruslan Safarov,

  Roles Conceptualization, Project administration, Writing – review & editing

  Affiliations Department of Chemistry, Faculty of Natural Sciences, L.N. Gumilyov Eurasian National University, Astana, Kazakhstan, Department of Chemistry and Chemical Technology, Kh. Dosmukhamedov Atyrau University, Atyrau, Kazakhstan

  https://orcid.org/0000-0003-2158-6330

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• Zhanat Shomanova ,

  Roles Data curation, Funding acquisition, Validation

  * E-mail: zshoman@yandex.ru (ZS); nosenko1980@yandex.ru (YN)

  Affiliation Higher School of Natural Science, Margulan University, Pavlodar, Kazakhstan

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• Yuriy Nossenko ,

  Roles Investigation, Methodology, Writing – original draft

  * E-mail: zshoman@yandex.ru (ZS); nosenko1980@yandex.ru (YN)

  Affiliation Higher School of Natural Science, Margulan University, Pavlodar, Kazakhstan

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• Eldar Kopishev,

  Roles Formal analysis, Resources

  Affiliation Department of Chemistry, Faculty of Natural Sciences, L.N. Gumilyov Eurasian National University, Astana, Kazakhstan

  https://orcid.org/0000-0002-7209-2341

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• Zhuldyz Bexeitova,

  Roles Investigation, Writing – original draft

  Affiliation Association of legal entities «Petrochemical Products Producers and Consumers Association (Petrochemical Association)», Astana, Kazakhstan

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• Emin Atasoy

  Roles Software, Supervision, Visualization

  Affiliation Department of Social Sciences Education, Faculty of Education, Bursa Uludağ University, Bursa, Turkey

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