Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection
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 sm...
| Autores: | , , , , , |
|---|---|
| Tipo de recurso: | artículo |
| Fecha de publicación: | 2024 |
| País: | España |
| Institución: | Universitat Autònoma de Barcelona |
| Repositorio: | Dipòsit Digital de Documents de la UAB |
| Idioma: | inglés |
| OAI Identifier: | oai:ddd.uab.cat:307779 |
| Acceso en línea: | https://ddd.uab.cat/record/307779 https://dx.doi.org/urn:doi: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 Urban ecology Environmental social sciences |
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Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collectionPadilla-Pozo, ÁlvaroBartumeus, Frederic|||0000-0001-6908-3797Montalvo Porro, Tomas|||0000-0002-9060-3205Sanpera-Calbet, Isis|||0000-0001-7004-4293Valsecchi, AndreaPalmer, John R. B.|||0000-0002-2648-7860Mosquito-borne diseasesVector controlVector surveillanceAedes albopictusCitizen scienceSocial inequalityUrban ecologyEnvironmental social sciencesClimatic, 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. 22024-01-0120242024-01-01Articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://ddd.uab.cat/record/307779https://dx.doi.org/urn:doi:10.1038/s41598-024-73416-6reponame:Dipòsit Digital de Documents de la UABinstname:Universitat Autònoma de BarcelonaIngléseng"la Caixa" Foundation https://doi.org/10.13039/100010434 HR19-00336European Commission https://doi.org/10.13039/501100000780 853271open accesshttp://purl.org/coar/access_right/c_abf2Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, la comunicació pública de l'obra i la creació d'obres derivades, fins i tot amb finalitats comercials, sempre i quan es reconegui l'autoria de l'obra original.https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:ddd.uab.cat:3077792026-06-06T12:50:31Z |
| 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 Urban ecology Environmental social sciences |
| 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|||0000-0001-6908-3797 Montalvo Porro, Tomas|||0000-0002-9060-3205 Sanpera-Calbet, Isis|||0000-0001-7004-4293 Valsecchi, Andrea Palmer, John R. B.|||0000-0002-2648-7860 |
| author |
Padilla-Pozo, Álvaro |
| author_facet |
Padilla-Pozo, Álvaro Bartumeus, Frederic|||0000-0001-6908-3797 Montalvo Porro, Tomas|||0000-0002-9060-3205 Sanpera-Calbet, Isis|||0000-0001-7004-4293 Valsecchi, Andrea Palmer, John R. B.|||0000-0002-2648-7860 |
| author_role |
author |
| author2 |
Bartumeus, Frederic|||0000-0001-6908-3797 Montalvo Porro, Tomas|||0000-0002-9060-3205 Sanpera-Calbet, Isis|||0000-0001-7004-4293 Valsecchi, Andrea Palmer, John R. B.|||0000-0002-2648-7860 |
| 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 Urban ecology Environmental social sciences |
| topic |
Mosquito-borne diseases Vector control Vector surveillance Aedes albopictus Citizen science Social inequality Urban ecology Environmental social sciences |
| description |
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. |
| publishDate |
2024 |
| dc.date.none.fl_str_mv |
2 2024-01-01 2024 2024-01-01 |
| dc.type.none.fl_str_mv |
Article http://purl.org/coar/resource_type/c_6501 VoR http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| dc.type.openaire.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| dc.identifier.none.fl_str_mv |
https://ddd.uab.cat/record/307779 https://dx.doi.org/urn:doi:10.1038/s41598-024-73416-6 |
| url |
https://ddd.uab.cat/record/307779 https://dx.doi.org/urn:doi:10.1038/s41598-024-73416-6 |
| dc.language.none.fl_str_mv |
Inglés eng |
| language_invalid_str_mv |
Inglés |
| language |
eng |
| dc.relation.none.fl_str_mv |
"la Caixa" Foundation https://doi.org/10.13039/100010434 HR19-00336 European Commission https://doi.org/10.13039/501100000780 853271 |
| dc.rights.none.fl_str_mv |
open access http://purl.org/coar/access_right/c_abf2 https://creativecommons.org/licenses/by/4.0/ |
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info:eu-repo/semantics/openAccess |
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open access http://purl.org/coar/access_right/c_abf2 https://creativecommons.org/licenses/by/4.0/ |
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openAccess |
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application/pdf |
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reponame:Dipòsit Digital de Documents de la UAB instname:Universitat Autònoma de Barcelona |
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Universitat Autònoma de Barcelona |
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Dipòsit Digital de Documents de la UAB |
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Dipòsit Digital de Documents de la UAB |
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