Effects of Absolute Humidity, Relative Humidity, Temperature, and Wind Speed on Influenza Activity in Toronto, Ontario, Canada

被引:71
|
作者
Peci, Adriana [1 ]
Winter, Anne-Luise [1 ]
Li, Ye [1 ,3 ]
Gnaneshan, Saravanamuttu [1 ]
Liu, Juan [1 ]
Mubareka, Samira [2 ,3 ]
Gubbay, Jonathan B. [1 ,3 ]
机构
[1] Publ Hlth Ontario, Toronto, ON, Canada
[2] Sunnybrook Res Inst, Toronto, ON, Canada
[3] Univ Toronto, Toronto, ON, Canada
关键词
absolute humidity; relative humidity; temperature; wind speed; environmental factors; influenza; SEASONAL INFLUENZA; TRANSMISSION; INFECTIONS; WEATHER;
D O I
10.1128/AEM.02426-18
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
The occurrence of influenza in different climates has been shown to be associated with multiple meteorological factors. The incidence of influenza has been reported to increase during rainy seasons in tropical climates and during the dry, cold months of winter in temperate climates. This study was designed to explore the role of absolute humidity (AH), relative humidity (RH), temperature, and wind speed (WS) on influenza activity in the Toronto, ON, Canada, area. Environmental data obtained from four meteorological stations in the Toronto area over the period from 1 January 2010 to 31 December 2015 were linked to patient influenza data obtained for the same locality and period. Data were analyzed using correlation, negative binomial regressions with linear predictors, and splines to capture the nonlinear relationship between exposure and outcomes. Our study found a negative association of both AH and temperature with influenza A and B virus infections. The effect of RH on influenza A and B viruses was controversial. Temperature fluctuation was associated with increased numbers of influenza B virus infections. Influenza virus was less likely to be detected from community patients than from patients tested as part of an institutional outbreak investigation. This could be more indicative of nosocomial transmission rather than climactic factors. The nonlinear nature of the relationship of influenza A virus with temperature and of influenza B virus with AH, RH, and temperature could explain the complexity and variation between influenza A and B virus infections. Predicting influenza activity is important for the timing of implementation of disease prevention and control measures as well as for resource allocation. IMPORTANCE This study examined the relationship between environmental factors and the occurrence of influenza in general. Since the seasonality of influenza A and B viruses is different in most temperate climates, we also examined each influenza virus separately. This study reports a negative association of both absolute humidity and temperature with influenza A and B viruses and tries to understand the controversial effect of RH on influenza A and B viruses. This study reports a nonlinear relation between influenza A and B viruses with temperature and influenza B virus with absolute and relative humidity. The nonlinear nature of these relations could explain the complexity and difference in seasonality between influenza A and B viruses, with the latter predominating later in the season. Separating community-based specimens from those obtained during outbreaks was also a novel approach in this research. These findings provide a further understanding of influenza virus transmission in temperate climates.
引用
收藏
页数:13
相关论文
共 50 条
  • [41] EFFECTS OF SOIL-TEMPERATURE, MOISTURE, AND RELATIVE-HUMIDITY ON ENTOMOPATHOGENIC NEMATODE PERSISTENCE
    KUNG, SP
    GAUGLER, R
    KAYA, HK
    JOURNAL OF INVERTEBRATE PATHOLOGY, 1991, 57 (02) : 242 - 249
  • [42] Effects of temperature, relative humidity, and illumination on the entomological parameters of Aedes albopictus: an experimental study
    Xiaoshuang Cai
    Jianguo Zhao
    Hui Deng
    Jianpeng Xiao
    Tao Liu
    Weilin Zeng
    Xing Li
    Jianxiong Hu
    Cunrui Huang
    Guanghu Zhu
    Wenjun Ma
    International Journal of Biometeorology, 2023, 67 : 687 - 694
  • [43] Effects of Relative Humidity and Temperature on the Drying Shrinkage of Roller-Compacted Concrete Pavements
    Pulecio-Diaz, Julian
    Sol-Sanchez, Miguel
    Moreno-Navarro, Fernando
    INFRASTRUCTURES, 2024, 9 (02)
  • [44] Service life of concrete structures considering the effects of temperature and relative humidity on chloride transport
    Ronaldo A. de Medeiros-Junior
    Maryangela G. de Lima
    Marcelo H. F. de Medeiros
    Environment, Development and Sustainability, 2015, 17 : 1103 - 1119
  • [45] Effects of the Temperature and Relative Humidity on the Compression Strength of Corrugated Cardboard Box
    Liu, Meihua
    Yang, Chuanmin
    Wang, Dongai
    Ji, Hongwei
    PROCEEDINGS OF THE 17TH IAPRI WORLD CONFERENCE ON PACKAGING, 2010, : 136 - 139
  • [46] Moisture uptake in nanocellulose: the effects of relative humidity, temperature and degree of crystallinity
    Mohit Garg
    Varvara Apostolopoulou-Kalkavoura
    Mathieu Linares
    Tahani Kaldéus
    Eva Malmström
    Lennart Bergström
    Igor Zozoulenko
    Cellulose, 2021, 28 : 9007 - 9021
  • [47] Moisture uptake in nanocellulose: the effects of relative humidity, temperature and degree of crystallinity
    Garg, Mohit
    Apostolopoulou-Kalkavoura, Varvara
    Linares, Mathieu
    Kaldeus, Tahani
    Malmstrom, Eva
    Bergstrom, Lennart
    Zozoulenko, Igor
    CELLULOSE, 2021, 28 (14) : 9007 - 9021
  • [48] Effects of temperature and relative humidity on mating and survival of sterile Drosophila suzukii
    Kruger, Alexandra P.
    Vieira, Julia G. A.
    Scheunemann, Tiago
    Nava, Dori E.
    Garcia, Flavio R. M.
    JOURNAL OF APPLIED ENTOMOLOGY, 2021, 145 (08) : 789 - 799
  • [49] Effects of Temperature, Relative Humidity and Washing Times on the Electrical Conductivity of Carbon-coated Filaments
    Ding, Xiaojun
    Xu, Yuhong
    Liao, Lifang
    Zou, Fengyuan
    ADVANCED MATERIALS AND PROCESSES, PTS 1-3, 2011, 311-313 : 2225 - 2229
  • [50] Effects of temperature and relative humidity on development, reproduction, and predation in Feltiella acarisuga (Vallot) (Diptera: Cecidomyiidae)
    Gillespie, DR
    Opit, G
    Roitberg, B
    BIOLOGICAL CONTROL, 2000, 17 (02) : 132 - 138