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Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece
Mosquito-borne diseases’ impact on human health is among the most prominent of all communicable diseases. With limited pool of tools to contrast these diseases, public health focus remains preventing mosquito-human contacts. Applying a hierarchical spatio-temporal Bayesian model on West Nile virus (...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620416/ https://www.ncbi.nlm.nih.gov/pubmed/37914706 http://dx.doi.org/10.1038/s41598-023-45666-3 |
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author | Ferraccioli, Federico Riccetti, Nicola Fasano, Augusto Mourelatos, Spiros Kioutsioukis, Ioannis Stilianakis, Nikolaos I. |
author_facet | Ferraccioli, Federico Riccetti, Nicola Fasano, Augusto Mourelatos, Spiros Kioutsioukis, Ioannis Stilianakis, Nikolaos I. |
author_sort | Ferraccioli, Federico |
collection | PubMed |
description | Mosquito-borne diseases’ impact on human health is among the most prominent of all communicable diseases. With limited pool of tools to contrast these diseases, public health focus remains preventing mosquito-human contacts. Applying a hierarchical spatio-temporal Bayesian model on West Nile virus (WNV) surveillance data from Greece, we aimed to investigate the impact of climatic and environmental factors on Culex mosquitoes’ population. Our spatio-temporal analysis confirmed climatic factors as major drivers of WNV-transmitting-Culex mosquitoes population dynamics, with temperature and long periods of moderate-to-warm climate having the strongest positive effect on mosquito abundance. Conversely, rainfall, high humidity, and wind showed a negative impact. The results suggest the presence of statistically significant differences in the effect of regional and seasonal characteristics, highlighting the complex interplay between climatic, geographical and environmental factors in the dynamics of mosquito populations. This study may represent a relevant tool to inform public health policymakers in planning preventive measures. |
format | Online Article Text |
id | pubmed-10620416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106204162023-11-03 Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece Ferraccioli, Federico Riccetti, Nicola Fasano, Augusto Mourelatos, Spiros Kioutsioukis, Ioannis Stilianakis, Nikolaos I. Sci Rep Article Mosquito-borne diseases’ impact on human health is among the most prominent of all communicable diseases. With limited pool of tools to contrast these diseases, public health focus remains preventing mosquito-human contacts. Applying a hierarchical spatio-temporal Bayesian model on West Nile virus (WNV) surveillance data from Greece, we aimed to investigate the impact of climatic and environmental factors on Culex mosquitoes’ population. Our spatio-temporal analysis confirmed climatic factors as major drivers of WNV-transmitting-Culex mosquitoes population dynamics, with temperature and long periods of moderate-to-warm climate having the strongest positive effect on mosquito abundance. Conversely, rainfall, high humidity, and wind showed a negative impact. The results suggest the presence of statistically significant differences in the effect of regional and seasonal characteristics, highlighting the complex interplay between climatic, geographical and environmental factors in the dynamics of mosquito populations. This study may represent a relevant tool to inform public health policymakers in planning preventive measures. Nature Publishing Group UK 2023-11-01 /pmc/articles/PMC10620416/ /pubmed/37914706 http://dx.doi.org/10.1038/s41598-023-45666-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ferraccioli, Federico Riccetti, Nicola Fasano, Augusto Mourelatos, Spiros Kioutsioukis, Ioannis Stilianakis, Nikolaos I. Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece |
title | Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece |
title_full | Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece |
title_fullStr | Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece |
title_full_unstemmed | Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece |
title_short | Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece |
title_sort | effects of climatic and environmental factors on mosquito population inferred from west nile virus surveillance in greece |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620416/ https://www.ncbi.nlm.nih.gov/pubmed/37914706 http://dx.doi.org/10.1038/s41598-023-45666-3 |
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