Urbanization, socioeconomic status, and exposure to PM_2.5, associated with township-based cerebrovascular disease (CBD) mortality

• Wen-Yu Lin ,

  Contributed equally to this work with: Wen-Yu Lin, Ping-Yi Lin

  Roles Data curation, Formal analysis, Investigation, Software, Visualization

  Affiliations Institute of Environmental and Occupational Health Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan, Resource Circulation Administration, Ministry of Environment, Taipei, Taiwan

  https://orcid.org/0000-0002-5274-6758

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• Ping-Yi Lin ,

  Contributed equally to this work with: Wen-Yu Lin, Ping-Yi Lin

  Roles Conceptualization, Data curation, Project administration, Resources, Writing – review & editing

  Affiliations Department of Nursing, Hungkuang University, Taichung, Taiwan, Department of Medical Research, China Medical University Hospital, Taichung, Taiwan

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• Chih-Da Wu,

  Roles Data curation, Formal analysis, Investigation, Software, Validation

  Affiliations Department of Geomatics, College of Engineering, National Cheng Kung University, Tainan, Taiwan, National Institute of Environmental Health Sciences, National Health Research Institutes, Miaoli, Taiwan, Innovation and Development Center of Sustainable Agriculture, National Chung Hsing University, Taichung, Taiwan, Research Center for Precision Environmental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan

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• Wen-Miin Liang,

  Roles Formal analysis, Methodology, Supervision, Writing – original draft

  Affiliation Department of Health Services Administration, China Medical University, Taichung, Taiwan

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• Hsien-Wen Kuo

  Roles Conceptualization, Data curation, Methodology, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: hwkuo@nycu.edu.tw, hwkuo1106@gmail.com

  Affiliations Institute of Environmental and Occupational Health Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan, School of Public Health, National Defense Medical Center, Taipei, Taiwan

  https://orcid.org/0000-0003-4184-4333

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