Spatio-temporal Differentiation in the Incidence of Influenza and Its Relationship with Air Pollution in China from 2004 to 2017.

IF 3.4 2区 地球科学 Q2 ENVIRONMENTAL SCIENCES Chinese Geographical Science Pub Date : 2021-01-01 Epub Date: 2021-09-22 DOI:10.1007/s11769-021-1228-2
Yang Song, Yu Zhang, Tingting Wang, Sitong Qian, Shijun Wang
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Abstract

The Healthy China Initiative is a major health strategy being pursued by the country. To prevent and control different types of diseases as well as their complex variants, research on the spatio-temporal differentiation among and mechanisms of influence of epidemic diseases is growing worldwide. This study analyzed monthly data on the incidence of influenza by using different methods, including Moran's I, the hotspot analysis model, concentration analysis, and correlation analysis, to determine the characteristics of spatio-temporal differentiation in the incidence of influenza across prefecture-level cities in China from 2004 to 2017, and to examine its relationship with air pollution. According to the results, the overall incidence of influenza in China exhibited a trend of increase from 2004 to 2017, with small peaks in 2009 and 2014. More cases of influenza were recorded in the first and fourth quarters of each year. Regions with higher incidences of influenza were concentrated in northwestern and northern China, and in the coastal areas of southeastern China. Over time, the distribution of regions with a higher incidence of influenza has shifted from the west to the east of the country. A significant relationship was observed between the incidence of influenza and factors related to air pollution. The contents of five air pollutants (PM2.5, PM10, SO2, NO2, and CO) were significantly positively correlated with the incidence of influenza, with a decreasing order of contribution to it of SO2 > CO > NO2 > PM2.5 > PM10. The content of O3 in the air was negatively correlated with the incidence of influenza. The influence of air pollution-related factors on the incidence of influenza in different regions and seasons showed minor differences. The large-scale empirical results provided here can supply a scientific basis for governmental disease control authorities to formulate strategies for regional prevention and control.

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2004-2017年中国流感发病率的时空分异及其与空气污染的关系。
健康中国行动是我国正在实施的一项重大卫生战略。为了预防和控制不同类型的疾病及其复杂变种,世界范围内对流行性疾病的时空分异及其影响机制的研究日益增多。本研究通过Moran's I、热点分析模型、浓度分析、相关分析等不同方法对流感发病月度数据进行分析,确定2004-2017年中国地级市流感发病的时空分异特征,并研究其与空气污染的关系。结果显示,2004年至2017年,中国流感发病率总体呈上升趋势,2009年和2014年出现小高峰。每年第一季度和第四季度的流感病例较多。流感高发地区主要集中在西北、华北和东南沿海地区。随着时间的推移,流感高发地区的分布已从我国西部向东部转移。流感发病率与空气污染相关因素之间存在明显关系。五种空气污染物(PM2.5、PM10、二氧化硫、二氧化氮和一氧化碳)的含量与流感发病率呈显著正相关,对流感发病率的影响程度依次为二氧化硫>一氧化碳>二氧化氮>PM2.5>PM10。空气中 O3 的含量与流感发病率呈负相关。在不同地区和季节,空气污染相关因素对流感发病率的影响差异较小。本文提供的大规模实证结果可为政府疾病控制部门制定区域防控策略提供科学依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Chinese Geographical Science
Chinese Geographical Science 环境科学-环境科学
CiteScore
6.10
自引率
5.90%
发文量
63
审稿时长
3.0 months
期刊介绍: Chinese Geographical Science is an international journal, sponsored by Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, and published by Science Press, Beijing, China. Chinese Geographical Science is devoted to leading scientific and technological innovation in geography, serving development in China, and promoting international scientific exchange. The journal mainly covers physical geography and its sub-disciplines, human geography and its sub-disciplines, cartography, remote sensing, and geographic information systems. It pays close attention to the major issues the world is concerned with, such as the man-land relationship, population, resources, environment, globalization and regional development.
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