ArticleFrontiers in veterinary science2022
Spatio-temporal patterns of lumpy skin disease outbreaks in dairy farms in northeastern Thailand.
Article in Frontiers in veterinary science, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
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Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 25 citations in OpenAlex.
- A systematic review of epidemiological modelling in response to lumpy skin disease outbreaks.Frontiers in veterinary science · 2024Pooled it
- Lumpy Skin Disease: A Systematic Review of Mode of Transmission, Risk of Emergence and Risk Entry Pathway.Viruses · 2023Pooled it
- Spatial epidemiology of lumpy skin disease outbreaks in Thailand: proximity patterns, case concentrations, spatio-temporal clusters, and interpolated case distribution.Frontiers in veterinary science · 2026Article
- Spatiotemporal cluster analysis and predicting lumpy skin disease outbreaks in cattle in selected zones of Oromia region, Ethiopia from 2008-2022.Veterinary and animal science · 2025Article
- Spatial Risk Distribution of Lumpy Skin Disease in Thailand Based on Maximum-Entropy Modeling.Animals : an open access journal from MDPI · 2025Article
- Investigating Transboundary Spread Patterns and Cluster Characteristics of Lumpy Skin Disease (LSD) Outbreaks in Asia: Levering the Outbreak Data (2019-2023) to Support the LSD Prevention and Control Strategies.Transboundary and emerging diseases · 2025Article
- Geographical Distribution, Spatial Directional Trends, and Spatio-Temporal Clusters of the First Rapid and Widespread Lumpy Skin Disease Outbreaks in Thailand.Transboundary and emerging diseases · 2025Article
- The Current Epizootiological Situation of Three Major Viral Infections Affecting Cattle in Egypt.Viruses · 2024Review
- Geospatial Analysis of Lumpy Skin Disease Outbreaks among Cattle in Uttar Pradesh, India, 2021-2022.Pathogens (Basel, Switzerland) · 2024Article
- Impact of infectious diseases on wild bovidae populations in Thailand: insights from population modelling and disease dynamics.Journal of the Royal Society, Interface · 2024Article
- Analysis of environmental factors influencing lumpy skin disease outbreak seasonality and assessment of its spread risk in the Saratovskaya oblast of Russia.Veterinary world · 2024Article
- Analysis of factors associated with the first lumpy skin disease outbreaks in naïve cattle herds in different regions of Thailand.Frontiers in veterinary science · 2024Article
- An evaluation of financial losses due to lumpy skin disease outbreaks in dairy farms of northern Thailand.Frontiers in veterinary science · 2024Article
- Epidemiological Risk Factors and Modelling Approaches for Risk Assessment of Lumpy Skin Disease Virus Introduction and Spread: Methodological Review and Implications for Risk-Based Surveillance in Australia.Transboundary and emerging diseases · 2024Review
- Space-Time Clustering and Climatic Risk Factors for Lumpy Skin Disease of Cattle in Uttar Pradesh, India, 2022.Transboundary and emerging diseases · 2024Article
- Epidemiological Characteristics of the Lumpy Skin Disease Outbreak in Nawalpur, Nepal, 2022.Transboundary and emerging diseases · 2024Article
- Estimating the Transmission Kernel for Lumpy Skin Disease Virus from Data on Outbreaks in Thailand in 2021.Viruses · 2023Article
- Spatiotemporal Patterns of African Swine Fever in Wild Boar in the Russian Federation (2007-2022): Using Clustering Tools for Revealing High-Risk Areas.Animals : an open access journal from MDPI · 2023Article
- Modelling epidemic growth models for lumpy skin disease cases in Thailand using nationwide outbreak data, 2021-2022.Infectious Disease Modelling · 2023Article
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Corrections and comments
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In 2021-2022, there were numerous outbreaks of lumpy skin disease (LSD) affecting cattle farms across Thailand. This circumstance was the country's first encounter with an LSD outbreak. Thus, a better understanding of LSD epidemiology is necessary. The aim of this study was to determine the spatio-temporal patterns of the LSD outbreaks in dairy farming areas. Data from LSD outbreak investigations collected from dairy farms in Khon Kean province, northeastern Thailand, were analyzed using spatio-temporal models including space-time permutation, Poisson, and Bernoulli models. LSD outbreaks were found in 133 out of 152 dairy farms from May to July, 2021. The majority of dairy farms (
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