Evidence map›Paper›PMID 33764975›Full record

ArticlePLoS neglected tropical diseases2021

Modelling distributions of Aedes aegypti and Aedes albopictus using climate, host density and interspecies competition.

Bingyi Yang, Brooke A Borgert, Barry W Alto, Carl K Boohene, Joe Brew, Kelly Deutsch, James T DeValerio, Rhoel R Dinglasan, Daniel Dixon, Joseph M Faella and 23 more

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

23 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Larval ecology ofCurrent research in parasitology & vector-borne diseases · 2026
    Article
  8. Article
  9. Article
  10. Article
  11. Observational
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

33 authors.

Bingyi YangDepartment of Biology, University of Florida, Gainesville, Florida, United States of America.
Brooke A BorgertDepartment of Biology, University of Florida, Gainesville, Florida, United States of America.ORCID 0000-0002-1429-7365
Barry W AltoDepartment of Entomology and Nematology, Florida Medical Entomology Laboratory, University of Florida, Vero Beach, Florida, United States of America.
Carl K BoohenePolk County Mosquito Control, Parks and Natural Resources Division, Florida, United States of America.
Joe BrewInstitut de Salut Global de Barcelona, Carrer del Rosselló, Barcelona, Catalonia, Spain.
Kelly DeutschOrange County Government, Florida, Orange County Mosquito Control Division, Florida, United States of America.
James T DeValerioUniversity of Florida Institute of Food and Agricultural Sciences, Bradford County Extension, Starke, Florida, United States of America.
Rhoel R DinglasanEmerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America.
Daniel DixonAnastasia Mosquito Control District, St. Augustine, Florida, United States of America.
Joseph M FaellaBrevard County Mosquito Control, Florida, United States of America.
Sandra L Fisher-GraingerHernando County Mosquito Control, Florida, United States of America.
Gregory E GlassEmerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America.
Reginald HayesPalm Beach County Mosquito Control, Florida, United States of America.
David F HoelLee County Mosquito Control District, Florida, United States of America.
Austin HortonGulf County Mosquito Control, Florida, United States of America.
Agne JanusauskaitePasco County Mosquito Control District, Florida, United States of America.
Bill KellnerCitrus County Mosquito Control District, Florida, United States of America.
Moritz U G KraemerHarvard Medical School, Boston, Massachusetts, United States of America.
Keira J LucasCollier Mosquito Control District, Naples, Florida, United States of America.
Johana MedinaMiami-Dade County Mosquito Control, Florida, United States of America.
Rachel MorrealeLee County Mosquito Control District, Florida, United States of America.
William PetrieMiami-Dade County Mosquito Control, Florida, United States of America.
Robert C ReinerInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.
Michael T RilesBeach Mosquito Control District, Florida, United States of America.
Henrik SaljeMathematical Modelling Unit, Institut Pasteur, Paris, France.
David L SmithInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.
John P SmithFlorida State University, Panama City, Florida, United States of America.
Amy SolisClarke: Aquatic and Mosquito Control Services and Products, St. Charles, Illinois, United States of America.
Jason StuckPinellas County Mosquito Control, Stormwater and Vegetation Division, Florida, United States of America.
Chalmers VasquezMiami-Dade County Mosquito Control, Florida, United States of America.
Katie F WilliamsManatee County Mosquito Control District, Florida, United States of America.
Rui-De XueBrevard County Mosquito Control, Florida, United States of America.
Derek A T CummingsDepartment of Biology, University of Florida, Gainesville, Florida, United States of America.ORCID 0000-0002-9437-1907

Funding

RESEARCH TRAINING IN PEDIATRIC EMERGENCY MEDICINET32HD040128 · NICHD · CHILDREN'S HOSPITAL BOSTON · PI Kenneth D. Mandl · 2001 to 2026
$5.0M
A Platform for Modeling the Global Impact of Climate Change on Infectious DiseaseR01LM010812 · NLM · BOSTON CHILDREN'S HOSPITAL · PI BROWNSTEIN, JOHN S. · 2010 to 2015
$2.5M
An Approach for Estimating Foodborne Illnesses and Assessing Risk FactorsR01LM011965 · NLM · BOSTON CHILDREN'S HOSPITAL · PI BROWNSTEIN, JOHN S., NSOESIE, ELAINE O. · 2015 to 2018
$1.4M
ACL HHS U01CK000510NCEZID CDC HHS U01 CK000510NICHD NIH HHS T32 HD040128NLM NIH HHS R01 LM010812NLM NIH HHS R01 LM011965
6 · The paper itself

Abstract

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.

Indexed as

Animal DistributionModels, BiologicalAedesAnimalsClimateCompetitive BehaviorEcosystemFemaleFloridaMaleMosquito VectorsPopulation DensitySpecies Specificity

Identifiers

PMID33764975
PMCPMC8051819

What OpenQuestion holds

Textmetadata
LicenceCC0
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.