Department of Epidemiology, School of Public Health, Shandong University, 44 Wenhuaxi Road, Lixia District, Jinan 250012, Shandong Province, PR China; State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, WHO Collaborating Centre for Vector Surveillance and Management, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, PR China.
Weifang Center for Disease Control and Prevention, Weifang 261061, Shandong Province, PR China.
Sci Total Environ. 2020 Jun 15;721:137564. doi: 10.1016/j.scitotenv.2020.137564. Epub 2020 Feb 25.
Haemorrhagic fever with renal syndrome (HFRS) is climate sensitive. HFRS-weather associations have been investigated by previous studies, but few of them looked into the interaction of meteorological factors on HFRS in different climate zones.
We aim to explore the interactions and marginal effects of meteorological factors on HFRS in China.
HFRS surveillance data and meteorological data were collected from 254 cities during 2006-2016. A monthly time-series study design and generalized estimating equation models were adopted to estimate the interactions and marginal effects of meteorological factors on HFRS in different climate zones of China.
Monthly meteorological variables and the number of HFRS cases showed seasonal fluctuations and the patterns varied by climate zone. We found that maximum lagged effects of temperature on HFRS were 1-month in temperate zone, 2-month in warm temperate zone, 3-month in subtropical zone, respectively. There is an interaction effect between mean temperature and precipitation in temperate zone, while in warm temperate zone the interaction effect was found between mean temperature and relative humidity.
The interaction effects and marginal effects of meteorological factors on HFRS varied from region to region in China. Findings of this study may be helpful for better understanding the roles of meteorological variables in the transmission of HFRS in different climate zones, and provide implications for the development of weather-based HFRS early warning systems.
肾综合征出血热(HFRS)对气候敏感。先前的研究已经调查了 HFRS 与天气的关联,但很少有研究探讨不同气候带中气象因素对 HFRS 的相互作用。
本研究旨在探讨气象因素对中国 HFRS 的相互作用和边际效应。
收集了 2006 年至 2016 年间 254 个城市的 HFRS 监测数据和气象数据。采用月度时间序列研究设计和广义估计方程模型,估计中国不同气候带气象因素对 HFRS 的相互作用和边际效应。
月气象变量和 HFRS 病例数呈季节性波动,且波动模式因气候带而异。我们发现,温带地区气温对 HFRS 的最大滞后效应为 1 个月,暖温带为 2 个月,亚热带为 3 个月。温带地区平均温度与降水之间存在交互作用,而在暖温带地区,平均温度与相对湿度之间存在交互作用。
气象因素对 HFRS 的相互作用和边际效应在中国各地区存在差异。本研究的结果可能有助于更好地理解气象变量在不同气候带 HFRS 传播中的作用,并为开发基于天气的 HFRS 预警系统提供启示。