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Pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index

BACKGROUND: Although the linkage between climate change and plague transmission has been proposed in previous studies, the dominant approach has been to address the linkage with traditional statistical methods, while the possible non-linearity, non-stationarity and low frequency domain of the linkag...

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Autores principales: Yue, Ricci P. H., Lee, Harry F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5859406/
https://www.ncbi.nlm.nih.gov/pubmed/29554882
http://dx.doi.org/10.1186/s12879-018-3045-5
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author Yue, Ricci P. H.
Lee, Harry F.
author_facet Yue, Ricci P. H.
Lee, Harry F.
author_sort Yue, Ricci P. H.
collection PubMed
description BACKGROUND: Although the linkage between climate change and plague transmission has been proposed in previous studies, the dominant approach has been to address the linkage with traditional statistical methods, while the possible non-linearity, non-stationarity and low frequency domain of the linkage has not been fully considered. We seek to address the above issue by investigating plague transmission in pre-industrial Europe (AD1347–1760) at both continental and country levels. METHODS: We apply Granger Causality Analysis to identify the casual relationship between climatic variables and plague outbreaks. We then apply Wavelet Analysis to explore the non-linear and non-stationary association between climate change and plague outbreaks. RESULTS: Our results show that 5-year lagged temperature and aridity index are the significant determinants of plague outbreaks in pre-industrial Europe. At the multi-decadal time scale, there are more frequent plague outbreaks in a cold and arid climate. The synergy of temperature and aridity index, rather than their individual effect, is more imperative in driving plague outbreaks, which is valid at both the continental and country levels. CONCLUSIONS: Plague outbreaks come after cold and dry spells. The multi-decadal climate variability is imperative in driving the cycles of plague outbreaks in pre-industrial Europe. The lagged and multi-decadal effect of climate change on plague outbreaks may be attributable to the complexity of ecological, social, or climate systems, through which climate exerts its influence on plague dynamics. These findings may contribute to improve our understanding of the epidemiology of plague and other rodent-borne or flea-borne infectious diseases in human history. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12879-018-3045-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-58594062018-03-20 Pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index Yue, Ricci P. H. Lee, Harry F. BMC Infect Dis Research Article BACKGROUND: Although the linkage between climate change and plague transmission has been proposed in previous studies, the dominant approach has been to address the linkage with traditional statistical methods, while the possible non-linearity, non-stationarity and low frequency domain of the linkage has not been fully considered. We seek to address the above issue by investigating plague transmission in pre-industrial Europe (AD1347–1760) at both continental and country levels. METHODS: We apply Granger Causality Analysis to identify the casual relationship between climatic variables and plague outbreaks. We then apply Wavelet Analysis to explore the non-linear and non-stationary association between climate change and plague outbreaks. RESULTS: Our results show that 5-year lagged temperature and aridity index are the significant determinants of plague outbreaks in pre-industrial Europe. At the multi-decadal time scale, there are more frequent plague outbreaks in a cold and arid climate. The synergy of temperature and aridity index, rather than their individual effect, is more imperative in driving plague outbreaks, which is valid at both the continental and country levels. CONCLUSIONS: Plague outbreaks come after cold and dry spells. The multi-decadal climate variability is imperative in driving the cycles of plague outbreaks in pre-industrial Europe. The lagged and multi-decadal effect of climate change on plague outbreaks may be attributable to the complexity of ecological, social, or climate systems, through which climate exerts its influence on plague dynamics. These findings may contribute to improve our understanding of the epidemiology of plague and other rodent-borne or flea-borne infectious diseases in human history. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12879-018-3045-5) contains supplementary material, which is available to authorized users. BioMed Central 2018-03-20 /pmc/articles/PMC5859406/ /pubmed/29554882 http://dx.doi.org/10.1186/s12879-018-3045-5 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Yue, Ricci P. H.
Lee, Harry F.
Pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index
title Pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index
title_full Pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index
title_fullStr Pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index
title_full_unstemmed Pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index
title_short Pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index
title_sort pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5859406/
https://www.ncbi.nlm.nih.gov/pubmed/29554882
http://dx.doi.org/10.1186/s12879-018-3045-5
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