Liu, Keke; Hou, Xiang; Ren, Zhoupeng; Lowe, Rachel; Wang, Yiguan; Li, Ruiyun; Liu, Xiaobo; Sun, Jimin; Lu, Liang; Song, Xiupin; +10 more... Wu, Haixia; Wang, Jun; Yao, Wenwu; Zhang, Chutian; Sang, Shaowei; Gao, Yuan; Li, Jing; Li, Jianping; Xu, Lei; Liu, Qiyong; (2020) Climate factors and the East Asian summer monsoon may drive large outbreaks of dengue in China. Environmental Research, 183. p. 109190. ISSN 0013-9351 DOI: https://doi.org/10.1016/j.envres.2020.109190
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Abstract
OBJECTIVE: To investigate the relationship between climate variables, East Asian summer monsoon (EASM) and large outbreaks of dengue in China. METHODS: We constructed ecological niche models (ENMs) to analyse the influence of climate factors on dengue occurrence and predict dengue outbreak areas in China. Furthermore, we formulated a generalised additive model (GAM) to quantify the impact of the EASM on dengue occurrence in mainland China from 1980 to 2016. RESULTS: Mean Temperature of Coldest Quarter had a 62.6% contribution to dengue outbreaks. Southern China including Guangdong, Guangxi, Fujian and Yunnan provinces are more vulnerable to dengue emergence and resurgence. In addition, we found population density had a 68.7% contribution to dengue widely distribution in China using ENMs. Statistical analysis indicated a dome-shaped association between EASM and dengue outbreak using GAM, with the greatest impact in the South-East of China. Besides, there was a positive nonlinear association between monthly average temperature and dengue occurrence. CONCLUSION: We demonstrated the influence of climate factors and East Asian summer monsoon on dengue outbreaks, providing a framework for future studies on the association between climate change and vector-borne diseases.
Item Type | Article |
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Faculty and Department | Faculty of Epidemiology and Population Health > Dept of Infectious Disease Epidemiology & Dynamics (2023-) |
Research Centre |
Centre for Climate Change and Planetary Health Centre for the Mathematical Modelling of Infectious Diseases |
PubMed ID | 32311903 |
Elements ID | 145568 |