MODELLING THE EFFECTS OF OZONE CONCENTRATION AND PULSE VACCINATION ON SEASONAL INFLUENZA OUTBREAKS IN GANSU PROVINCE, CHINA

doi:10.3934/dcdsb.2021113

	MODELLING THE EFFECTS OF OZONE CONCENTRATION AND PULSE VACCINATION ON SEASONAL INFLUENZA OUTBREAKS IN GANSU PROVINCE, CHINA
	Jing, Shuang-Lin 1,2; Huo, Hai-Feng1 ; Xiang, Hong1
	2022-04
发表期刊	DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B
ISSN	1531-3492
卷号	27 期号:4 页码:1877-1911
摘要	Common air pollutants, such as ozone (O-3), sulfur dioxide (SO2) and nitrogen dioxide (NO2), can affect the spread of influenza. We propose a new non-autonomous impulsive differential equation model with the effects of ozone and vaccination in this paper. First, the basic reproduction number of the impulsive system is obtained, and the global asymptotic stability of the disease-free periodic solution is proved. Furthermore, the uniform persistence of the system is demonstrated. Second, the unknown parameters of the ozone dynamics model are obtained by fitting the ozone concentration data by the least square method and Bootstrap. The MCMC algorithm is used to fit influenza data in Gansu Province to identify the most suitable parameter values of the system. The basic reproduction number R-0 is estimated to be 1:2486 (95%CI : (1:2470; 1:2501)). Then, a sensitivity analysis is performed on the system parameters. We find that the average annual incidence of seasonal influenza in Gansu Province is 31.3374 per 100,000 people. Influenza cases started to surge in 2016, rising by a factor of one and a half between 2014 and 2016, further increasing in 2019 (54.6909 per 100,000 population). The average incidence rate during the post-upsurge period (2017-2019) is one and a half times more than in the pre-upsurge period (2014-2016). In particular, we find that the peak ozone concentration appears 5-8 months in Gansu Province. A moderate negative correlation is seen between influenza cases and monthly ozone concentration (Pearson correlation coefficient: r = -0.4427). Finally, our results show that increasing the vaccination rate and appropriately increasing the ozone concentration can effectively prevent and control the spread of influenza.
关键词	Ozone Pulse vaccination Parameter estimation Sensitivity analysis
DOI	10.3934/dcdsb.2021113
收录类别	SCIE
语种	英语
WOS研究方向	Mathematics
WOS类目	Mathematics, Applied
WOS记录号	WOS:000701912800001
出版者	AMER INST MATHEMATICAL SCIENCES-AIMS
来源库	WOS
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/155031
专题	学科建设与学位办公室理学院
通讯作者	Jing, Shuang-Lin; Huo, Hai-Feng
作者单位	1.Lanzhou Univ Technol, Dept Appl Math, Lanzhou 730050, Gansu, Peoples R China; 2.Harbin Engn Univ, Coll Math Sci, Harbin 150001, Heilongjiang, Peoples R China
第一作者单位	材料科学与工程学院
通讯作者单位	材料科学与工程学院
第一作者的第一单位	材料科学与工程学院
推荐引用方式 GB/T 7714	Jing, Shuang-Lin,Huo, Hai-Feng,Xiang, Hong. MODELLING THE EFFECTS OF OZONE CONCENTRATION AND PULSE VACCINATION ON SEASONAL INFLUENZA OUTBREAKS IN GANSU PROVINCE, CHINA[J]. DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B,2022,27(4):1877-1911.
APA	Jing, Shuang-Lin,Huo, Hai-Feng,&Xiang, Hong.(2022).MODELLING THE EFFECTS OF OZONE CONCENTRATION AND PULSE VACCINATION ON SEASONAL INFLUENZA OUTBREAKS IN GANSU PROVINCE, CHINA.DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B,27(4),1877-1911.
MLA	Jing, Shuang-Lin,et al."MODELLING THE EFFECTS OF OZONE CONCENTRATION AND PULSE VACCINATION ON SEASONAL INFLUENZA OUTBREAKS IN GANSU PROVINCE, CHINA".DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B 27.4(2022):1877-1911.