Modelling distributions of Aedes aegypti and Aedes albopictus using climate, host density and interspecies competition.
Florida faces the challenge of repeated introduction and autochthonous transmission of arboviruses transmitted by Aedes aegypti and Aedes albopictus. Empirically-based predictive models of the spatial distribution of these species would aid surveillance and vector control efforts. To predict the occ...
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Public Library of Science (PLoS),
2021-03-01T00:00:00Z.
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| 001 | doaj_76b16f7962fe44dc938ecce38d1e7857 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Bingyi Yang |e author |
| 700 | 1 | 0 | |a Brooke A Borgert |e author |
| 700 | 1 | 0 | |a Barry W Alto |e author |
| 700 | 1 | 0 | |a Carl K Boohene |e author |
| 700 | 1 | 0 | |a Joe Brew |e author |
| 700 | 1 | 0 | |a Kelly Deutsch |e author |
| 700 | 1 | 0 | |a James T DeValerio |e author |
| 700 | 1 | 0 | |a Rhoel R Dinglasan |e author |
| 700 | 1 | 0 | |a Daniel Dixon |e author |
| 700 | 1 | 0 | |a Joseph M Faella |e author |
| 700 | 1 | 0 | |a Sandra L Fisher-Grainger |e author |
| 700 | 1 | 0 | |a Gregory E Glass |e author |
| 700 | 1 | 0 | |a Reginald Hayes |e author |
| 700 | 1 | 0 | |a David F Hoel |e author |
| 700 | 1 | 0 | |a Austin Horton |e author |
| 700 | 1 | 0 | |a Agne Janusauskaite |e author |
| 700 | 1 | 0 | |a Bill Kellner |e author |
| 700 | 1 | 0 | |a Moritz U G Kraemer |e author |
| 700 | 1 | 0 | |a Keira J Lucas |e author |
| 700 | 1 | 0 | |a Johana Medina |e author |
| 700 | 1 | 0 | |a Rachel Morreale |e author |
| 700 | 1 | 0 | |a William Petrie |e author |
| 700 | 1 | 0 | |a Robert C Reiner |e author |
| 700 | 1 | 0 | |a Michael T Riles |e author |
| 700 | 1 | 0 | |a Henrik Salje |e author |
| 700 | 1 | 0 | |a David L Smith |e author |
| 700 | 1 | 0 | |a John P Smith |e author |
| 700 | 1 | 0 | |a Amy Solis |e author |
| 700 | 1 | 0 | |a Jason Stuck |e author |
| 700 | 1 | 0 | |a Chalmers Vasquez |e author |
| 700 | 1 | 0 | |a Katie F Williams |e author |
| 700 | 1 | 0 | |a Rui-De Xue |e author |
| 700 | 1 | 0 | |a Derek A T Cummings |e author |
| 245 | 0 | 0 | |a Modelling distributions of Aedes aegypti and Aedes albopictus using climate, host density and interspecies competition. |
| 260 | |b Public Library of Science (PLoS), |c 2021-03-01T00:00:00Z. | ||
| 500 | |a 1935-2727 | ||
| 500 | |a 1935-2735 | ||
| 500 | |a 10.1371/journal.pntd.0009063 | ||
| 520 | |a Florida faces the challenge of repeated introduction and autochthonous transmission of arboviruses transmitted by Aedes aegypti and Aedes albopictus. Empirically-based predictive models of the spatial distribution of these species would aid surveillance and vector control efforts. To predict the occurrence and abundance of these species, we fit a mixed-effects zero-inflated negative binomial regression to a mosquito surveillance dataset with records from more than 200,000 trap days, representative of 53% of the land area and ranging from 2004 to 2018 in Florida. We found an asymmetrical competitive interaction between adult populations of Aedes aegypti and Aedes albopictus for the sampled sites. Wind speed was negatively associated with the occurrence and abundance of both vectors. Our model predictions show high accuracy (72.9% to 94.5%) in validation tests leaving out a random 10% subset of sites and data since 2017, suggesting a potential for predicting the distribution of the two Aedes vectors. | ||
| 546 | |a EN | ||
| 690 | |a Arctic medicine. Tropical medicine | ||
| 690 | |a RC955-962 | ||
| 690 | |a Public aspects of medicine | ||
| 690 | |a RA1-1270 | ||
| 655 | 7 | |a article |2 local | |
| 786 | 0 | |n PLoS Neglected Tropical Diseases, Vol 15, Iss 3, p e0009063 (2021) | |
| 787 | 0 | |n https://doi.org/10.1371/journal.pntd.0009063 | |
| 787 | 0 | |n https://doaj.org/toc/1935-2727 | |
| 787 | 0 | |n https://doaj.org/toc/1935-2735 | |
| 856 | 4 | 1 | |u https://doaj.org/article/76b16f7962fe44dc938ecce38d1e7857 |z Connect to this object online. |