ArticlePLoS neglected tropical diseases2021
Assessing the suitability for Aedes albopictus and dengue transmission risk in China with a delay differential equation model.
Article in PLoS neglected tropical diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Identifying Key Factors in Predicting Chikungunya and Zika Transmission Across French Polynesia and the French West Indies: A Data-Driven Probabilistic and Mathematical Modeling Approach.Bulletin of mathematical biology · 2026Article
- Aedes albopictus and Dengue Transmission Risk in France Over the 21st Century.Global change biology · 2026Article
- Aedes albopictus Is Rapidly Invading Its Climatic Niche in France: Wider Implications for Biting Nuisance and Arbovirus Control in Western Europe.Global change biology · 2025Article
- Role of vector phenotypic plasticity in disease transmission as illustrated by the spread of dengue virus by Aedes albopictus.Nature communications · 2024Article
- Using compartmental models and Particle Swarm Optimization to assess Dengue basic reproduction numberHeliyon · 2023Article
- Review of Importance of Weather and Environmental Variables in Agent-Based Arbovirus Models.International journal of environmental research and public health · 2022Review
- Densovirus Oil Suspension Significantly Improves the Efficacy and Duration of Larvicidal Activity againstViruses · 2022Article
- Assessing the Effect of Climate Variables on the Incidence of Dengue Cases in the Metropolitan Region of Panama City.International journal of environmental research and public health · 2021Article
- A cross-tabulated analysis for the influence of climate conditions on the incidence of dengue fever in Jeddah City, Saudi Arabia during 2006-2009.International journal of health sciencesArticle
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Authors and funding
10 authors.
Funding
Abstract
Dengue is considered non-endemic to mainland China. However, travellers frequently import the virus from overseas and local mosquito species can then spread the disease in the population. As a consequence, mainland China still experiences large dengue outbreaks. Temperature plays a key role in these outbreaks: it affects the development and survival of the vector and the replication rate of the virus. To better understand its implication in the transmission risk of dengue, we developed a delay differential equation model that explicitly simulates temperature-dependent development periods and tested it with collected field data for the Asian tiger mosquito, Aedes albopictus. The model predicts mosquito occurrence locations with a high accuracy (Cohen's κ of 0.78) and realistically replicates mosquito population dynamics. Analysing the infection dynamics during the 2014 dengue outbreak that occurred in Guangzhou showed that the outbreak could have lasted for another four weeks if mosquito control interventions had not been undertaken. Finally, we analyse the dengue transmission risk in mainland China. We find that southern China, including Guangzhou, can have more than seven months of dengue transmission per year while even Beijing, in the temperate north, can have dengue transmission during hot summer months. The results demonstrate the importance of using detailed vector and infection ecology, especially when vector-borne disease transmission risk is modelled over a broad range of climatic zones.
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