PM_2.5 concentration assessment based on geographical and temporal weighted regression model and MCD19A2 from 2015 to 2020 in Xinjiang, China

• Weilin Quan ,

  Contributed equally to this work with: Weilin Quan, Nan Xia

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliations College of Geography and Remote Sensing Sciences, Xinjiang University, Urumqi, China, Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, China, Technology Innovation Center for Ecological Monitoring and Restoration of Desert-Oasis, MNR, Urumqi, China

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• Nan Xia ,

  Contributed equally to this work with: Weilin Quan, Nan Xia

  Roles Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: xn_gis@xju.edu.cn

  Affiliations College of Geography and Remote Sensing Sciences, Xinjiang University, Urumqi, China, Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, China, Technology Innovation Center for Ecological Monitoring and Restoration of Desert-Oasis, MNR, Urumqi, China

  https://orcid.org/0000-0002-9030-5400

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• Yitu Guo,

  Roles Data curation

  Affiliation College of Geography and Remote Sensing Sciences, Xinjiang University, Urumqi, China

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• Wenyue Hai,

  Roles Data curation

  Affiliations College of Geography and Remote Sensing Sciences, Xinjiang University, Urumqi, China, Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, China, Technology Innovation Center for Ecological Monitoring and Restoration of Desert-Oasis, MNR, Urumqi, China

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• Jimi Song,

  Roles Data curation

  Affiliations College of Geography and Remote Sensing Sciences, Xinjiang University, Urumqi, China, Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, China, Technology Innovation Center for Ecological Monitoring and Restoration of Desert-Oasis, MNR, Urumqi, China

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• Bowen Zhang

  Roles Data curation

  Affiliations College of Geography and Remote Sensing Sciences, Xinjiang University, Urumqi, China, Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, China, Technology Innovation Center for Ecological Monitoring and Restoration of Desert-Oasis, MNR, Urumqi, China

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