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Spatial epidemiology of lumpy skin disease outbreaks in Thailand: proximity patterns, case concentrations,

Veerasak Punyapornwithaya1,2, Supitchaya Siriyakhun2, Orapun Arjkumpa3

  • 1Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand.

Frontiers in Veterinary Science
|August 7, 2026
PubMed
Abstract

Keywords:
Lumpy skin diseaseThailandkernel density estimationlumpy skin diseaseoutbreaksspatial epidemiologyspatio-temporal clusteringuniversal kriging

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