Spatial epidemiology of lumpy skin disease outbreaks in Thailand: proximity patterns, case concentrations, spatio-temporal clusters, and interpolated case distribution

IntroductionLumpy skin disease (LSD) is an emerging transboundary disease affecting cattle and buffaloes, causing substantial economic and animal health consequences. Understanding its spatial dynamics is essential for formulating effective control and prevention strategies. This study aimed to char...

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Автори:	Veerasak Punyapornwithaya, Supitchaya Siriyakhun, Orapun Arjkumpa, Noppawan Buamithup, Waraphon Phimpraphai, Wengui Li, Kusnul Yuli Maulana, Kenny Oriel Aranas Olana, Bolortuya Purevsuren, Karma Rinzin, Ronello Abila, Ashish Sutar, Terdsak Yano
Формат:	Artigo
Мова:	Inglês
Опубліковано:	Frontiers Media S.A. 2026-07-01
Серія:	Frontiers in Veterinary Science
Предмети:	Lumpy skin disease outbreaks lumpy skin disease spatial epidemiology kernel density estimation spatio-temporal clustering
Онлайн доступ:	https://www.frontiersin.org/articles/10.3389/fvets.2026.1867178/full
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