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Spatio-Temporal Identification of Areas Suitable for West Nile Disease in the Mediterranean Basin and Central Europe
West Nile virus (WNV) is a mosquito-transmitted Flavivirus belonging to the Japanese encephalitis antigenic complex of the Flaviviridae family. Its spread in the Mediterranean basin and the Balkans poses a significant risk to human health and forces public health officials to constantly monitor the...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4696814/ https://www.ncbi.nlm.nih.gov/pubmed/26717483 http://dx.doi.org/10.1371/journal.pone.0146024 |
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author | Conte, Annamaria Candeloro, Luca Ippoliti, Carla Monaco, Federica De Massis, Fabrizio Bruno, Rossana Di Sabatino, Daria Danzetta, Maria Luisa Benjelloun, Abdennasser Belkadi, Bouchra El Harrak, Mehdi Declich, Silvia Rizzo, Caterina Hammami, Salah Ben Hassine, Thameur Calistri, Paolo Savini, Giovanni |
author_facet | Conte, Annamaria Candeloro, Luca Ippoliti, Carla Monaco, Federica De Massis, Fabrizio Bruno, Rossana Di Sabatino, Daria Danzetta, Maria Luisa Benjelloun, Abdennasser Belkadi, Bouchra El Harrak, Mehdi Declich, Silvia Rizzo, Caterina Hammami, Salah Ben Hassine, Thameur Calistri, Paolo Savini, Giovanni |
author_sort | Conte, Annamaria |
collection | PubMed |
description | West Nile virus (WNV) is a mosquito-transmitted Flavivirus belonging to the Japanese encephalitis antigenic complex of the Flaviviridae family. Its spread in the Mediterranean basin and the Balkans poses a significant risk to human health and forces public health officials to constantly monitor the virus transmission to ensure prompt application of preventive measures. In this context, predictive tools indicating the areas and periods at major risk of WNV transmission are of paramount importance. Spatial analysis approaches, which use environmental and climatic variables to find suitable habitats for WNV spread, can enhance predictive techniques. Using the Mahalanobis Distance statistic, areas ecologically most suitable for sustaining WNV transmission were identified in the Mediterranean basin and Central Europe. About 270 human and equine clinical cases notified in Italy, Greece, Portugal, Morocco, and Tunisia, between 2008 and 2012, have been considered. The environmental variables included in the model were altitude, slope, night time Land Surface Temperature, Normalized Difference Vegetation Index, Enhanced Vegetation Index, and daily temperature range. Seasonality of mosquito population has been modelled and included in the analyses to produce monthly maps of suitable areas for West Nile Disease. Between May and July, the most suitable areas are located in Tunisia, Libya, Egypt, and North Cyprus. Summer/Autumn months, particularly between August and October, characterize the suitability in Italy, France, Spain, the Balkan countries, Morocco, North Tunisia, the Mediterranean coast of Africa, and the Middle East. The persistence of suitable conditions in December is confined to the coastal areas of Morocco, Tunisia, Libya, Egypt, and Israel. |
format | Online Article Text |
id | pubmed-4696814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-46968142016-01-13 Spatio-Temporal Identification of Areas Suitable for West Nile Disease in the Mediterranean Basin and Central Europe Conte, Annamaria Candeloro, Luca Ippoliti, Carla Monaco, Federica De Massis, Fabrizio Bruno, Rossana Di Sabatino, Daria Danzetta, Maria Luisa Benjelloun, Abdennasser Belkadi, Bouchra El Harrak, Mehdi Declich, Silvia Rizzo, Caterina Hammami, Salah Ben Hassine, Thameur Calistri, Paolo Savini, Giovanni PLoS One Research Article West Nile virus (WNV) is a mosquito-transmitted Flavivirus belonging to the Japanese encephalitis antigenic complex of the Flaviviridae family. Its spread in the Mediterranean basin and the Balkans poses a significant risk to human health and forces public health officials to constantly monitor the virus transmission to ensure prompt application of preventive measures. In this context, predictive tools indicating the areas and periods at major risk of WNV transmission are of paramount importance. Spatial analysis approaches, which use environmental and climatic variables to find suitable habitats for WNV spread, can enhance predictive techniques. Using the Mahalanobis Distance statistic, areas ecologically most suitable for sustaining WNV transmission were identified in the Mediterranean basin and Central Europe. About 270 human and equine clinical cases notified in Italy, Greece, Portugal, Morocco, and Tunisia, between 2008 and 2012, have been considered. The environmental variables included in the model were altitude, slope, night time Land Surface Temperature, Normalized Difference Vegetation Index, Enhanced Vegetation Index, and daily temperature range. Seasonality of mosquito population has been modelled and included in the analyses to produce monthly maps of suitable areas for West Nile Disease. Between May and July, the most suitable areas are located in Tunisia, Libya, Egypt, and North Cyprus. Summer/Autumn months, particularly between August and October, characterize the suitability in Italy, France, Spain, the Balkan countries, Morocco, North Tunisia, the Mediterranean coast of Africa, and the Middle East. The persistence of suitable conditions in December is confined to the coastal areas of Morocco, Tunisia, Libya, Egypt, and Israel. Public Library of Science 2015-12-30 /pmc/articles/PMC4696814/ /pubmed/26717483 http://dx.doi.org/10.1371/journal.pone.0146024 Text en © 2015 Conte et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Conte, Annamaria Candeloro, Luca Ippoliti, Carla Monaco, Federica De Massis, Fabrizio Bruno, Rossana Di Sabatino, Daria Danzetta, Maria Luisa Benjelloun, Abdennasser Belkadi, Bouchra El Harrak, Mehdi Declich, Silvia Rizzo, Caterina Hammami, Salah Ben Hassine, Thameur Calistri, Paolo Savini, Giovanni Spatio-Temporal Identification of Areas Suitable for West Nile Disease in the Mediterranean Basin and Central Europe |
title | Spatio-Temporal Identification of Areas Suitable for West Nile Disease in the Mediterranean Basin and Central Europe |
title_full | Spatio-Temporal Identification of Areas Suitable for West Nile Disease in the Mediterranean Basin and Central Europe |
title_fullStr | Spatio-Temporal Identification of Areas Suitable for West Nile Disease in the Mediterranean Basin and Central Europe |
title_full_unstemmed | Spatio-Temporal Identification of Areas Suitable for West Nile Disease in the Mediterranean Basin and Central Europe |
title_short | Spatio-Temporal Identification of Areas Suitable for West Nile Disease in the Mediterranean Basin and Central Europe |
title_sort | spatio-temporal identification of areas suitable for west nile disease in the mediterranean basin and central europe |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4696814/ https://www.ncbi.nlm.nih.gov/pubmed/26717483 http://dx.doi.org/10.1371/journal.pone.0146024 |
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