ArticleProceedings. Biological sciences2022
A novel statistical framework for exploring the population dynamics and seasonality of mosquito populations.
Article in Proceedings. Biological sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- An evaluation of longitudinal Anopheles stephensi egg viability and resistance to desiccation at different thermal conditions over time.Parasites & vectors · 2026Article
- Catch basin larvicide treatments impact adult mosquito West Nile virus vector species in metropolitan Milwaukee, WI, U.S.A.PloS one · 2026Article
- Malaria outbreak prediction at the sub-district level in Zambia using remote sensing satellite data.Malaria journal · 2025Article
- Modelling the effects of adult emergence on the surveillance and age distribution of medically important mosquitoes.PLoS computational biology · 2025Article
- Evaluating the role of observational uncertainty in climate impact assessments: Temperature-driven yellow fever risk in South America.PLOS climate · 2025Article
- Article
- TIMESS a power analysis tool to estimate the number of locations and repeated measurements for seasonally and clustered mosquito surveys.Annals of operations research · 2024Article
- Seasonal dynamics ofProceedings of the National Academy of Sciences of the United States of America · 2023Article
- Quantifying the direct and indirect protection provided by insecticide treated bed nets against malaria.Nature communications · 2023Article
- A novel statistical framework for exploring the population dynamics and seasonality of mosquito populations.Proceedings. Biological sciences · 2022Article
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Authors and funding
11 authors.
Funding
Abstract
Understanding the temporal dynamics of mosquito populations underlying vector-borne disease transmission is key to optimizing control strategies. Many questions remain surrounding the drivers of these dynamics and how they vary between species-questions rarely answerable from individual entomological studies (that typically focus on a single location or species). We develop a novel statistical framework enabling identification and classification of time series with similar temporal properties, and use this framework to systematically explore variation in population dynamics and seasonality in anopheline mosquito time series catch data spanning seven species, 40 years and 117 locations across mainland India. Our analyses reveal pronounced variation in dynamics across locations and between species in the extent of seasonality and timing of seasonal peaks. However, we show that these diverse dynamics can be clustered into four 'dynamical archetypes', each characterized by distinct temporal properties and associated with a largely unique set of environmental factors. Our results highlight that a range of environmental factors including rainfall, temperature, proximity to static water bodies and patterns of land use (particularly urbanicity) shape the dynamics and seasonality of mosquito populations, and provide a generically applicable framework to better identify and understand patterns of seasonal variation in vectors relevant to public health.
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