Cargando…

The rise of West Nile Virus in Southern and Southeastern Europe: A spatial–temporal analysis investigating the combined effects of climate, land use and economic changes

West Nile Virus (WNV) has recently emerged as a major public health concern in Europe; its recent expansion also coincided with some remarkable socio-economic and environmental changes, including an economic crisis and some of the warmest temperatures on record. Here we empirically investigate the d...

Descripción completa

Detalles Bibliográficos
Autores principales: Watts, Matthew J., Sarto i Monteys, Victor, Mortyn, P. Graham, Kotsila, Panagiota
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408625/
https://www.ncbi.nlm.nih.gov/pubmed/34485672
http://dx.doi.org/10.1016/j.onehlt.2021.100315
_version_ 1783746861743472640
author Watts, Matthew J.
Sarto i Monteys, Victor
Mortyn, P. Graham
Kotsila, Panagiota
author_facet Watts, Matthew J.
Sarto i Monteys, Victor
Mortyn, P. Graham
Kotsila, Panagiota
author_sort Watts, Matthew J.
collection PubMed
description West Nile Virus (WNV) has recently emerged as a major public health concern in Europe; its recent expansion also coincided with some remarkable socio-economic and environmental changes, including an economic crisis and some of the warmest temperatures on record. Here we empirically investigate the drivers of this phenomenon at a European wide scale by constructing and analyzing a unique spatial–temporal data-set, that includes data on climate, land-use, the economy, and government spending on environmental related sectors. Drivers and risk factors of WNV were identified by building a conceptual framework, and relationships were tested using a Generalized Additive Model (GAM), which could capture complex non-linear relationships and also account for spatial and temporal auto-correlation. Some of the key risk factors identified in our conceptual framework, such as a higher percentage of wetlands and arable land, climate factors (higher summer rainfall and higher summer temperatures) were positive predictors of WNV infections. Interestingly, winter temperatures of between 2 °C and 6 °C were among some of the strongest predictors of annual WNV infections; one possible explanation for this result is that successful overwintering of infected adult mosquitoes (likely Culex pipiens) is key to the intensity of outbreaks for a given year. Furthermore, lower surface water extent over the summer is also associated with more intense outbreaks, suggesting that drought, which is known to induce positive changes in WNV prevalence in mosquitoes, is also contributing to the upward trend in WNV cases in affected regions. Our indicators representing the economic crisis were also strong predictors of WNV infections, suggesting there is an association between austerity and cuts to key sectors, which could have benefited vector species and the virus during this crucial period. These results, taken in the context of recent winter warming due to climate change, and more frequent droughts, may offer an explanation of why the virus has become so prevalent in Europe.
format Online
Article
Text
id pubmed-8408625
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-84086252021-09-03 The rise of West Nile Virus in Southern and Southeastern Europe: A spatial–temporal analysis investigating the combined effects of climate, land use and economic changes Watts, Matthew J. Sarto i Monteys, Victor Mortyn, P. Graham Kotsila, Panagiota One Health Special issue on "Climate Change: A Health Emergency for humans, animals, and the environment". West Nile Virus (WNV) has recently emerged as a major public health concern in Europe; its recent expansion also coincided with some remarkable socio-economic and environmental changes, including an economic crisis and some of the warmest temperatures on record. Here we empirically investigate the drivers of this phenomenon at a European wide scale by constructing and analyzing a unique spatial–temporal data-set, that includes data on climate, land-use, the economy, and government spending on environmental related sectors. Drivers and risk factors of WNV were identified by building a conceptual framework, and relationships were tested using a Generalized Additive Model (GAM), which could capture complex non-linear relationships and also account for spatial and temporal auto-correlation. Some of the key risk factors identified in our conceptual framework, such as a higher percentage of wetlands and arable land, climate factors (higher summer rainfall and higher summer temperatures) were positive predictors of WNV infections. Interestingly, winter temperatures of between 2 °C and 6 °C were among some of the strongest predictors of annual WNV infections; one possible explanation for this result is that successful overwintering of infected adult mosquitoes (likely Culex pipiens) is key to the intensity of outbreaks for a given year. Furthermore, lower surface water extent over the summer is also associated with more intense outbreaks, suggesting that drought, which is known to induce positive changes in WNV prevalence in mosquitoes, is also contributing to the upward trend in WNV cases in affected regions. Our indicators representing the economic crisis were also strong predictors of WNV infections, suggesting there is an association between austerity and cuts to key sectors, which could have benefited vector species and the virus during this crucial period. These results, taken in the context of recent winter warming due to climate change, and more frequent droughts, may offer an explanation of why the virus has become so prevalent in Europe. Elsevier 2021-08-24 /pmc/articles/PMC8408625/ /pubmed/34485672 http://dx.doi.org/10.1016/j.onehlt.2021.100315 Text en © 2021 Published by Elsevier B.V. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Special issue on "Climate Change: A Health Emergency for humans, animals, and the environment".
Watts, Matthew J.
Sarto i Monteys, Victor
Mortyn, P. Graham
Kotsila, Panagiota
The rise of West Nile Virus in Southern and Southeastern Europe: A spatial–temporal analysis investigating the combined effects of climate, land use and economic changes
title The rise of West Nile Virus in Southern and Southeastern Europe: A spatial–temporal analysis investigating the combined effects of climate, land use and economic changes
title_full The rise of West Nile Virus in Southern and Southeastern Europe: A spatial–temporal analysis investigating the combined effects of climate, land use and economic changes
title_fullStr The rise of West Nile Virus in Southern and Southeastern Europe: A spatial–temporal analysis investigating the combined effects of climate, land use and economic changes
title_full_unstemmed The rise of West Nile Virus in Southern and Southeastern Europe: A spatial–temporal analysis investigating the combined effects of climate, land use and economic changes
title_short The rise of West Nile Virus in Southern and Southeastern Europe: A spatial–temporal analysis investigating the combined effects of climate, land use and economic changes
title_sort rise of west nile virus in southern and southeastern europe: a spatial–temporal analysis investigating the combined effects of climate, land use and economic changes
topic Special issue on "Climate Change: A Health Emergency for humans, animals, and the environment".
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408625/
https://www.ncbi.nlm.nih.gov/pubmed/34485672
http://dx.doi.org/10.1016/j.onehlt.2021.100315
work_keys_str_mv AT wattsmatthewj theriseofwestnilevirusinsouthernandsoutheasterneuropeaspatialtemporalanalysisinvestigatingthecombinedeffectsofclimatelanduseandeconomicchanges
AT sartoimonteysvictor theriseofwestnilevirusinsouthernandsoutheasterneuropeaspatialtemporalanalysisinvestigatingthecombinedeffectsofclimatelanduseandeconomicchanges
AT mortynpgraham theriseofwestnilevirusinsouthernandsoutheasterneuropeaspatialtemporalanalysisinvestigatingthecombinedeffectsofclimatelanduseandeconomicchanges
AT kotsilapanagiota theriseofwestnilevirusinsouthernandsoutheasterneuropeaspatialtemporalanalysisinvestigatingthecombinedeffectsofclimatelanduseandeconomicchanges
AT wattsmatthewj riseofwestnilevirusinsouthernandsoutheasterneuropeaspatialtemporalanalysisinvestigatingthecombinedeffectsofclimatelanduseandeconomicchanges
AT sartoimonteysvictor riseofwestnilevirusinsouthernandsoutheasterneuropeaspatialtemporalanalysisinvestigatingthecombinedeffectsofclimatelanduseandeconomicchanges
AT mortynpgraham riseofwestnilevirusinsouthernandsoutheasterneuropeaspatialtemporalanalysisinvestigatingthecombinedeffectsofclimatelanduseandeconomicchanges
AT kotsilapanagiota riseofwestnilevirusinsouthernandsoutheasterneuropeaspatialtemporalanalysisinvestigatingthecombinedeffectsofclimatelanduseandeconomicchanges