Association of influenza virus isolation with environmental factors in mainland China based on remote sensing and GIS

Yuhuan Ren, Yalan Liu, Leiqiu Hu, Junchuan Fan, Xiaowen Li
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Abstract

Although influenza is a common disease with characteristics of seasonality, the determinants of each season's onset, magnitude, and duration are poorly understood. This paper focuses on the role of environmental factors in spread and epidemic of seasonal influenza and explores the environmental explanatory factors for different types of influenza in mainland China. It also introduces satellite remote sensing as an important data obtaining approach, and highlights the potential of using satellite images for monitoring dynamics of climate and landscapes related to the spread of seasonal influenza. Applying Geographic Information System (GIS) technique combining with traditional statistical analysis, the paper uses influenza virus isolation rate (VIR) as the measure of influenza activity and analyzed its association with environmental factors. The results show that the spread and epidemic of influenza is influenced by various environmental factors, among which the temperature and humidity are seemed to be the determinants. However, the impacts of the environmental factors to different types of virus are varied. Low temperature and humidity conditions arere associated with a higher activity of both influenza A and B. On the contrary, high temperature and humidity conditions are associated with a higher activity of influenza A, but are associated with only a moderate or low, less consistent increase in the activity of influenza B. Recognition of this association could lead to better understanding of the mechanisms of emergence of influence epidemics and provide scientific evidence for controlling influenza.
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基于遥感和GIS的中国大陆流感病毒分离与环境因素的关系
尽管流感是一种具有季节性特征的常见疾病,但人们对每个季节的发病、规模和持续时间的决定因素知之甚少。本文重点研究了环境因素在季节性流感传播和流行中的作用,探讨了中国大陆不同类型流感的环境解释因素。它还介绍了卫星遥感作为一种重要的数据获取方法,并强调了利用卫星图像监测与季节性流感传播有关的气候和景观动态的潜力。应用地理信息系统(GIS)技术,结合传统的统计分析方法,以流感病毒分离率(VIR)作为流感活动性的度量指标,分析其与环境因素的相关性。结果表明,流感的传播和流行受多种环境因素的影响,其中温度和湿度似乎是决定因素。然而,环境因素对不同类型病毒的影响是不同的。低温和低湿度条件与甲型和乙型流感的高活动性有关。相反,高温和高湿度条件与甲型流感的高活动性有关,但仅与中度或轻度流感相关。认识到这一关联可以更好地理解影响流行的出现机制,并为控制流感提供科学证据。
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