ArticleBMC infectious diseases2018
Pre-industrial plague transmission is mediated by the synergistic effect of temperature and aridity index.
Article in BMC infectious diseases, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Assessing plague risk across seven decades of environmental change in Inner Mongolia, China: An interpretable machine learning.iScience · 2026Article
- Plagued by the Past, Pressed by the Present: A One Health Perspective onBiomedicines · 2025Review
- Whole genome sequencing of Yersinia pestis isolates from Central Asian natural plague foci revealed the role of adaptation to different hosts and environmental conditions in shaping specific genotypes.PLoS neglected tropical diseases · 2025Article
- Relationship between climatic factors and the flea index of two plague hosts in Xilingol League, Inner Mongolia Autonomous Region.Biosafety and health · 2024Article
- Climate and socio-economic factors drive the spatio-temporal dynamics of HFRS in Northeastern China.One health (Amsterdam, Netherlands) · 2022Article
- Acceleration of plague outbreaks in the second pandemic.Proceedings of the National Academy of Sciences of the United States of America · 2020Article
- Climate drivers of plague epidemiology in British India, 1898-1949.Proceedings. Biological sciences · 2020Article
- Soil salinity and aridity specify plague foci in the United States of America.Scientific reports · 2020Article
- Diarrhea Patterns and Climate: A Spatiotemporal Bayesian Hierarchical Analysis of Diarrheal Disease in Afghanistan.The American journal of tropical medicine and hygiene · 2019Article
- Climate and society in long-term perspective: Opportunities and pitfalls in the use of historical datasets.Wiley interdisciplinary reviews. Climate changeReview
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Authors and funding
2 authors.
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Abstract
backgroundAlthough 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.
methodsWe 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.
resultsOur 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.
conclusionsPlague 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.
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