ArticlePloS one2022
Effects of land use and weather on the presence and abundance of mosquito-borne disease vectors in a urban and agricultural landscape in Eastern Ontario, Canada.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Relationships between water quality and mosquito presence and abundance: a systematic review and meta-analysis.Journal of medical entomology · 2024Pooled it
- Landscape Heterogeneity Predicts Mosquito Vector Diversity in a Semi-arid Urbanization.EcoHealth · 2026Article
- Modeling Phenological and Physiological Responses to Climate Warming in a Hypothetical Migratory Songbird-Mosquito System.Ecology and evolution · 2025Article
- Changes in the recent habitat suitability of Euro-Mediterranean Anopheles species due to land-use and climate.Parasites & vectors · 2025Article
- Managing Japanese Encephalitis Virus as a Veterinary Infectious Disease Through Animal Surveillance and One Health Control Strategies.Life (Basel, Switzerland) · 2025Review
- Spatial inference of Culex pipiens abundance and biting activity distribution in the Netherlands using citizen science.Parasites & vectors · 2025Article
- Unusually low infection rate ofFrontiers in veterinary science · 2025Article
- Spatial and temporal analysis of West Nile virus infection in mosquito and human populations based on arboviral detection testing data.Scientific reports · 2024Article
- High temperatures and low humidity promote the occurrence of microsporidians (Microsporidia) in mosquitoes (Culicidae).Parasites & vectors · 2024Article
- Modeling West Nile Virus transmission in birds and humans: Advantages of using a cellular automata approach.Infectious Disease Modelling · 2024Article
- Distribution of Culex pipiens life stages across urban green and grey spaces in Leiden, The Netherlands.Parasites & vectors · 2024Article
- Mosquito Control Strategies and Insecticide Resistance of the Malaria Vector in Urbanized Land Use Types in Suame Municipality, Ghana.Journal of tropical medicine · 2024Article
- Interactive effects of climate, land use and soil type onOne health (Amsterdam, Netherlands) · 2023Article
- Ecological Niche and Positive Clusters of Two West Nile Virus Vectors in Ontario, Canada.EcoHealth · 2023Article
- The influence of weather on the population dynamics of common mosquito vector species in the Canadian Prairies.Parasites & vectors · 2023Article
- Spatial and Temporal Diversity Variation in the Anopheles Communities in Malaria-Endemic Regions of Colombia.The American journal of tropical medicine and hygiene · 2023Article
- The utility of a Bayesian predictive model to forecast neuroinvasive West Nile virus disease in the United States of America, 2022.PloS one · 2023Article
- Climate Change Influences the Spread of African Swine Fever Virus.Veterinary sciences · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Weather and land use can significantly impact mosquito abundance and presence, and by consequence, mosquito-borne disease (MBD) dynamics. Knowledge of vector ecology and mosquito species response to these drivers will help us better predict risk from MBD. In this study, we evaluated and compared the independent and combined effects of weather and land use on mosquito species occurrence and abundance in Eastern Ontario, Canada. Data on occurrence and abundance (245,591 individuals) of 30 mosquito species were obtained from mosquito capture at 85 field sites in 2017 and 2018. Environmental variables were extracted from weather and land use datasets in a 1-km buffer around trapping sites. The relative importance of weather and land use on mosquito abundance (for common species) or occurrence (for all species) was evaluated using multivariate hierarchical statistical models. Models incorporating both weather and land use performed better than models that include weather only for approximately half of species (59% for occurrence model and 50% for abundance model). Mosquito occurrence was mainly associated with temperature whereas abundance was associated with precipitation and temperature combined. Land use was more often associated with abundance than occurrence. For most species, occurrence and abundance were positively associated with forest cover but for some there was a negative association. Occurrence and abundance of some species (47% for occurrence model and 88% for abundance model) were positively associated with wetlands, but negatively associated with urban (Culiseta melanura and Anopheles walkeri) and agriculture (An. quadrimaculatus, Cs. minnesotae and An. walkeri) environments. This study provides predictive relationships between weather, land use and mosquito occurrence and abundance for a wide range of species including those that are currently uncommon, yet known as arboviruses vectors. Elucidation of these relationships has the potential to contribute to better prediction of MBD risk, and thus more efficiently targeted prevention and control measures.
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