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Risk-Based Mapping Tools for Surveillance and Control of the Invasive Mosquito Aedes albopictus in Switzerland
Background: In Switzerland, Aedes albopictus is well established in Ticino, south of the Alps, where surveillance and control are implemented. The mosquito has also been observed in Swiss cities north of the Alps. Decision-making tools are urgently needed by the local authorities in order to optimiz...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8955472/ https://www.ncbi.nlm.nih.gov/pubmed/35328909 http://dx.doi.org/10.3390/ijerph19063220 |
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author | Ravasi, Damiana Mangili, Francesca Huber, David Azzimonti, Laura Engeler, Lukas Vermes, Nicola Del Rio, Giacomo Guidi, Valeria Tonolla, Mauro Flacio, Eleonora |
author_facet | Ravasi, Damiana Mangili, Francesca Huber, David Azzimonti, Laura Engeler, Lukas Vermes, Nicola Del Rio, Giacomo Guidi, Valeria Tonolla, Mauro Flacio, Eleonora |
author_sort | Ravasi, Damiana |
collection | PubMed |
description | Background: In Switzerland, Aedes albopictus is well established in Ticino, south of the Alps, where surveillance and control are implemented. The mosquito has also been observed in Swiss cities north of the Alps. Decision-making tools are urgently needed by the local authorities in order to optimize surveillance and control. Methods: A regularized logistic regression was used to link the long-term dataset of Ae. albopictus occurrence in Ticino with socioenvironmental predictors. The probability of establishment of Ae. albopictus was extrapolated to Switzerland and more finely to the cities of Basel and Zurich. Results: The model performed well, with an AUC of 0.86. Ten socio-environmental predictors were selected as informative, including the road-based distance in minutes of travel by car from the nearest cell established in the previous year. The risk maps showed high suitability for Ae. albopictus establishment in the Central Plateau, the area of Basel, and the lower Rhone Valley in the Canton of Valais. Conclusions: The areas identified as suitable for Ae. albopictus establishment are consistent with the actual current findings of tiger mosquito. Our approach provides a useful tool to prompt authorities’ intervention in the areas where there is higher risk of introduction and establishment of Ae. albopictus. |
format | Online Article Text |
id | pubmed-8955472 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89554722022-03-26 Risk-Based Mapping Tools for Surveillance and Control of the Invasive Mosquito Aedes albopictus in Switzerland Ravasi, Damiana Mangili, Francesca Huber, David Azzimonti, Laura Engeler, Lukas Vermes, Nicola Del Rio, Giacomo Guidi, Valeria Tonolla, Mauro Flacio, Eleonora Int J Environ Res Public Health Article Background: In Switzerland, Aedes albopictus is well established in Ticino, south of the Alps, where surveillance and control are implemented. The mosquito has also been observed in Swiss cities north of the Alps. Decision-making tools are urgently needed by the local authorities in order to optimize surveillance and control. Methods: A regularized logistic regression was used to link the long-term dataset of Ae. albopictus occurrence in Ticino with socioenvironmental predictors. The probability of establishment of Ae. albopictus was extrapolated to Switzerland and more finely to the cities of Basel and Zurich. Results: The model performed well, with an AUC of 0.86. Ten socio-environmental predictors were selected as informative, including the road-based distance in minutes of travel by car from the nearest cell established in the previous year. The risk maps showed high suitability for Ae. albopictus establishment in the Central Plateau, the area of Basel, and the lower Rhone Valley in the Canton of Valais. Conclusions: The areas identified as suitable for Ae. albopictus establishment are consistent with the actual current findings of tiger mosquito. Our approach provides a useful tool to prompt authorities’ intervention in the areas where there is higher risk of introduction and establishment of Ae. albopictus. MDPI 2022-03-09 /pmc/articles/PMC8955472/ /pubmed/35328909 http://dx.doi.org/10.3390/ijerph19063220 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ravasi, Damiana Mangili, Francesca Huber, David Azzimonti, Laura Engeler, Lukas Vermes, Nicola Del Rio, Giacomo Guidi, Valeria Tonolla, Mauro Flacio, Eleonora Risk-Based Mapping Tools for Surveillance and Control of the Invasive Mosquito Aedes albopictus in Switzerland |
title | Risk-Based Mapping Tools for Surveillance and Control of the Invasive Mosquito Aedes albopictus in Switzerland |
title_full | Risk-Based Mapping Tools for Surveillance and Control of the Invasive Mosquito Aedes albopictus in Switzerland |
title_fullStr | Risk-Based Mapping Tools for Surveillance and Control of the Invasive Mosquito Aedes albopictus in Switzerland |
title_full_unstemmed | Risk-Based Mapping Tools for Surveillance and Control of the Invasive Mosquito Aedes albopictus in Switzerland |
title_short | Risk-Based Mapping Tools for Surveillance and Control of the Invasive Mosquito Aedes albopictus in Switzerland |
title_sort | risk-based mapping tools for surveillance and control of the invasive mosquito aedes albopictus in switzerland |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8955472/ https://www.ncbi.nlm.nih.gov/pubmed/35328909 http://dx.doi.org/10.3390/ijerph19063220 |
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