Mapping the Habitat Suitability of <i>Culex pipiens</i> in Europe Using Ensemble Bioclimatic Modelling

ABSTRACT Aim Anthropogenic pressure on natural ecosystems has profoundly influenced the dynamics of disease vectors, altering their distribution, phenology, and increasing the risk of vector‐borne diseases. This study aims to investigate the climatic and environmental determinants of Culex pipiens distribution in continental Europe, to inform and support surveillance and mitigation strategies for vector‐borne disease risk. Location Europe. Time Period 2008–2018. Major Taxa Studied Culex pipiens (Diptera: Culicidae). Methods We used an ensemble species distribution modelling approach, integrating high‐resolution occurrence data from entomological surveillance with a suite of bioclimatic, topographic and anthropogenic predictors. We acknowledged the potential sampling bias due to higher surveillance in more anthropised areas and addressed this limitation during both model calibration and validation. Results Imperviousness emerged as the most influential predictor of Cx . pipiens distribution, highlighting a strong association with human‐modified, low‐elevation areas. The ensemble modelling approach outperformed individual models in terms of predictive accuracy and spatial transferability. Main Conclusions These results emphasise the need to incorporate anthropogenic factors into disease vector distribution models to support evidence‐based surveillance and control strategies, while also offering updated, robust and spatially explicit predictions of the habitat suitability for Cx . pipiens in Europe. Overall, this study highlights the role of human modification of the natural environment in shaping Cx . pipiens distribution, extending previous knowledge on the role of urban areas.

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Publication Details

Journal
Journal of Biogeography
Published
2025-07-21
DOI
https://doi.org/10.1111/jbi.70019
Citations
2
Primary Topic
Species Distribution and Climate Change
Type
article
Field-Weighted Citation Impact
3.68
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article

Mapping the Habitat Suitability of Culex pipiens in Europe Using Ensemble Bioclimatic Modelling

Agnese Zardini, Moreno Di Marco, Beniamino Caputo, Piero Poletti et al.
2 citations
Journal of Biogeography
Species Distribution and Climate Change
3.68
article

Mapping the Habitat Suitability of Culex pipiens in Europe Using Ensemble Bioclimatic Modelling

Agnese Zardini, Moreno Di Marco, Beniamino Caputo, Piero Poletti, Lara Marcolin, Eleonora Longo
article en
2 citations

Abstract

ABSTRACT Aim Anthropogenic pressure on natural ecosystems has profoundly influenced the dynamics of disease vectors, altering their distribution, phenology, and increasing the risk of vector‐borne diseases. This study aims to investigate the climatic and environmental determinants of Culex pipiens distribution in continental Europe, to inform and support surveillance and mitigation strategies for vector‐borne disease risk. Location Europe. Time Period 2008–2018. Major Taxa Studied Culex pipiens (Diptera: Culicidae). Methods We used an ensemble species distribution modelling approach, integrating high‐resolution occurrence data from entomological surveillance with a suite of bioclimatic, topographic and anthropogenic predictors. We acknowledged the potential sampling bias due to higher surveillance in more anthropised areas and addressed this limitation during both model calibration and validation. Results Imperviousness emerged as the most influential predictor of Cx . pipiens distribution, highlighting a strong association with human‐modified, low‐elevation areas. The ensemble modelling approach outperformed individual models in terms of predictive accuracy and spatial transferability. Main Conclusions These results emphasise the need to incorporate anthropogenic factors into disease vector distribution models to support evidence‐based surveillance and control strategies, while also offering updated, robust and spatially explicit predictions of the habitat suitability for Cx . pipiens in Europe. Overall, this study highlights the role of human modification of the natural environment in shaping Cx . pipiens distribution, extending previous knowledge on the role of urban areas.

Journal of BiogeographyVol. 52(10)
University of Trento (IT), Fondazione Bruno Kessler (IT), Sapienza University of Rome (IT)
Openalex Percentile: Top 8%
Species Distribution and Climate Change
3.68
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