ArticleOne health (Amsterdam, Netherlands)2021
A climate-dependent spatial epidemiological model for the transmission risk of West Nile virus at local scale.
Article in One health (Amsterdam, Netherlands), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Mechanistic models for West Nile virus transmission: a systematic review of features, aims and parametrization.Proceedings. Biological sciences · 2024Pooled it
- An Explainable Machine Learning Framework for Predicting West Nile Virus and Uncovering Key Transmission Drivers.GeoHealth · 2026Article
- Dengue virus at the landscape scale in Cambodia: Linking climate and land use dynamics with Dengue ecology in Southeast Asia.Research square · 2026Article
- The evolution of public health statistical modeling approaches and how to advance their incorporation into modern arboviral surveillance.Journal of medical entomology · 2026Article
- The Future Abundance of Key Bird Species for Pathogen Transmission in the Netherlands.EcoHealth · 2025Article
- Patterns of West Nile virus vector co-occurrence and spatial overlap with human cases across Europe.One health (Amsterdam, Netherlands) · 2025Article
- Early warning system of the seasonal west nile virus infection risk in humans in northern greece, 2020-2024.Scientific reports · 2025Article
- Spatiotemporally Explicit Epidemic Model for West Nile Virus Outbreak in Germany: An Inversely Calibrated Approach.Journal of epidemiology and global health · 2024Article
- Empirical dynamic modelling and enhanced causal analysis of short-length Culex abundance timeseries with vector correlation metrics.Scientific reports · 2024Article
- An epidemiological model for mosquito host selection and temperature-dependent transmission of West Nile virus.Scientific reports · 2022Article
- Case Report: Neurologic Presentation of West Nile Virus: Difficult Diagnosis.Frontiers in public health · 2021Article
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3 authors.
Funding
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Abstract
In this study, initial elements of a modelling framework aimed to become a spatial forecasting model for the transmission risk of West Nile virus (WNV) are presented. The model describes the dynamics of a WNV epidemic in population health states of mosquitoes, birds and humans and was applied to the case of Greece for the period 2010-2019. Calibration was performed with the available epidemiological data from the Hellenic Centre for Disease Control and Prevention and the environmental data from the European Union's earth observation program, Copernicus. Numerical results of the model for each municipality were evaluated against observations. Specifically, the occurrence of WNV, the number of infected humans and the week of incidence predicted from the model were compared to the corresponding numbers from observations. The results suggest that dynamic downscaling of a climate-dependent epidemiological model is feasible down-to roughly 80km
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