Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection

Includes supplementary materials for the online appendix.

Detalles Bibliográficos
Autores: Padilla-Pozo, Álvaro, Bartumeus, Frederic, Montalvo, Tomás, Sanpera-Calbet, Isis, Valsecchi, Andrea, Palmer, John R. B.
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2024
País:España
Institución:Universitat Pompeu Fabra
Repositorio:Repositorio Digital de la UPF
OAI Identifier:oai:repositori.upf.edu:10230/69940
Acceso en línea:http://hdl.handle.net/10230/69940
http://dx.doi.org/10.1038/s41598-024-73416-6
Access Level:acceso abierto
Palabra clave:Mosquito-borne diseases
Vector control
Vector surveillance
Aedes albopictus
Citizen science
Social inequality
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spelling Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collectionPadilla-Pozo, ÁlvaroBartumeus, FredericMontalvo, TomásSanpera-Calbet, IsisValsecchi, AndreaPalmer, John R. B.Mosquito-borne diseasesVector controlVector surveillanceAedes albopictusCitizen scienceSocial inequalityIncludes supplementary materials for the online appendix.Climatic, ecological, and socioeconomic factors are facilitating the spread of mosquito-borne diseases, heightening the importance of vector surveillance and control. Citizen science is proving to be an effective tool to track mosquito populations, but methods are needed to detect and account for small scale sampling biases in citizen science surveillance. In this article we combine two types of traditional mosquito surveillance records with data from the Mosquito Alert citizen science system to explore the ways in which the socioeconomic characteristics of urban neighborhoods result in sampling biases in citizen scientists’ mosquito reports, while also shaping the spatial distribution of mosquito populations themselves. We use Barcelona, Spain, as an example, and focus on Aedes albopictus, an invasive vector species of concern worldwide. Our results suggest citizen scientists’ sampling effort is focused more in Barcelona’s lower and middle income census tracts than in its higher income ones, whereas Ae. albopictus populations are concentrated in the city’s upper-middle income tracts. High resolution estimates of the spatial distribution of Ae. albopictus risk can be improved by controlling for citizen scientists’ sampling effort, making it possible to provide better insights for efficiently targeting control efforts. Our methodology can be replicated in other cities faced with vector mosquitoes to improve public health responses to mosquito-borne diseases, which impose massive burdens on communities worldwide.This research received funding from the ”la Caixa” Foundation, under Grant HR19-00336, and from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation program (Grant agreement No. 853271).Springer202520252024info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/10230/69940http://dx.doi.org/10.1038/s41598-024-73416-6reponame:Repositorio Digital de la UPFinstname:Universitat Pompeu FabraInglésScientific Reports. 2024;14:22462info:eu-repo/grantAgreement/EC/H2020/853271© The Author(s) 2024. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.http://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:repositori.upf.edu:10230/699402026-06-12T07:21:37Z
dc.title.none.fl_str_mv Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection
title Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection
spellingShingle Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection
Padilla-Pozo, Álvaro
Mosquito-borne diseases
Vector control
Vector surveillance
Aedes albopictus
Citizen science
Social inequality
title_short Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection
title_full Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection
title_fullStr Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection
title_full_unstemmed Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection
title_sort Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection
dc.creator.none.fl_str_mv Padilla-Pozo, Álvaro
Bartumeus, Frederic
Montalvo, Tomás
Sanpera-Calbet, Isis
Valsecchi, Andrea
Palmer, John R. B.
author Padilla-Pozo, Álvaro
author_facet Padilla-Pozo, Álvaro
Bartumeus, Frederic
Montalvo, Tomás
Sanpera-Calbet, Isis
Valsecchi, Andrea
Palmer, John R. B.
author_role author
author2 Bartumeus, Frederic
Montalvo, Tomás
Sanpera-Calbet, Isis
Valsecchi, Andrea
Palmer, John R. B.
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Mosquito-borne diseases
Vector control
Vector surveillance
Aedes albopictus
Citizen science
Social inequality
topic Mosquito-borne diseases
Vector control
Vector surveillance
Aedes albopictus
Citizen science
Social inequality
description Includes supplementary materials for the online appendix.
publishDate 2024
dc.date.none.fl_str_mv 2024
2025
2025
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10230/69940
http://dx.doi.org/10.1038/s41598-024-73416-6
url http://hdl.handle.net/10230/69940
http://dx.doi.org/10.1038/s41598-024-73416-6
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Scientific Reports. 2024;14:22462
info:eu-repo/grantAgreement/EC/H2020/853271
dc.rights.none.fl_str_mv http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositorio Digital de la UPF
instname:Universitat Pompeu Fabra
instname_str Universitat Pompeu Fabra
reponame_str Repositorio Digital de la UPF
collection Repositorio Digital de la UPF
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,812455

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