4.3 Article

Ensemble species distribution modeling of Culex tarsalis (Diptera: Culicidae) in the continental United States

Journal

JOURNAL OF MEDICAL ENTOMOLOGY
Volume 60, Issue 4, Pages 664-679

Publisher

OXFORD UNIV PRESS INC
DOI: 10.1093/jme/tjad027

Keywords

Culex tarsalis; machine learning; NDVI; google earth engine; West Nile virus

Ask authors/readers for more resources

West Nile virus (WNV) is a major mosquito-borne disease in the United States, and its distribution and vectors are crucial to understand. In this study, we used ensemble distribution modeling to estimate the habitat suitability for Culex tarsalis Coquillett, a primary WNV vector, across the contiguous United States. We found that the central plains region and much of the western US have high habitat suitability. Additionally, we identified important temperature and precipitation metrics in predicting the occurrence of Cx. tarsalis.
West Nile virus (WNV) is the primary mosquito-borne disease in the United States and has had case reports every year since its introduction in 1999. As such, it is critical that we characterize the distribution of WNV vectors. Estimates of Culex tarsalis Coquillett species distribution, a major WNV vector, are scarce. We used ensemble distribution modeling to estimate habitat suitability for this species across the contiguous United States by consolidating presence data from four publicly available mosquito trapping data servers. The central plains region and much of the western US were estimated to have high habitat suitability. We identified multiple metrics of temperature and precipitation to be important in predicting the occurrence of Cx. tarsalis in a given geographic area. Furthermore, we observed habitat suitability for Cx. tarsalis to be significantly higher in areas with a high incidence of West Nile neuroinvasive disease compared to areas with low WN disease incidence, suggesting that Cx. tarsalis is present in regions with a high incidence of disease.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.3
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available