Identifying the patterns and sizes of the first lumpy skin disease outbreak clusters in Northern Thailand with a high degree of dairy farm aggregation using spatio-temporal models

• Wittawat Modethed,

  Roles Data curation, Investigation, Methodology, Resources, Software, Visualization, Writing – original draft

  Affiliation Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand

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• Tawatchai Singhla,

  Roles Methodology, Validation, Writing – original draft

  Affiliations Ruminant Clinic, Department of Food Animal Clinics, Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand, Research Center of Veterinary Biosciences and Veterinary Public Health, Chiang Mai University, Chiang Mai, Thailand

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• Kittikorn Boonsri,

  Roles Data curation, Validation, Visualization

  Affiliation Center of Veterinary Diagnosis and Technology Transfer, Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand

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• Kidsadagon Pringproa,

  Roles Data curation, Validation, Visualization

  Affiliations Research Center of Veterinary Biosciences and Veterinary Public Health, Chiang Mai University, Chiang Mai, Thailand, Department of Veterinary Biosciences and Veterinary Public Health, Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand

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• Nattawooti Sthitmatee,

  Roles Funding acquisition, Project administration, Validation, Writing – review & editing

  Affiliations Research Center of Veterinary Biosciences and Veterinary Public Health, Chiang Mai University, Chiang Mai, Thailand, Department of Veterinary Biosciences and Veterinary Public Health, Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand, Laboratory of Veterinary Vaccine and Biological Products, Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand

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• Paramintra Vinitchaikul,

  Roles Methodology, Resources, Validation

  Affiliations Ruminant Clinic, Department of Food Animal Clinics, Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand, Research Center of Veterinary Biosciences and Veterinary Public Health, Chiang Mai University, Chiang Mai, Thailand

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• Chalutwan Sansamur,

  Roles Methodology, Resources, Software

  Affiliation Akkhararatchakumari Veterinary College, Walailak University, Nakhon Si Thammarat, Thailand

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• Khwanchai Kreausukon,

  Roles Conceptualization, Methodology, Supervision, Validation, Visualization, Writing – review & editing

  Affiliations Ruminant Clinic, Department of Food Animal Clinics, Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand, Research Center of Veterinary Biosciences and Veterinary Public Health, Chiang Mai University, Chiang Mai, Thailand

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• Veerasak Punyapornwithaya

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: veerasak.p@cmu.ac.th

  Affiliations Research Center of Veterinary Biosciences and Veterinary Public Health, Chiang Mai University, Chiang Mai, Thailand, Department of Veterinary Biosciences and Veterinary Public Health, Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand

  https://orcid.org/0000-0001-9870-7773

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