Estimation of the potential spread risk of COVID-19: Occurrence assessment along the Yangtze, Han, and Fu River basins in Hubei, China

被引:12
作者
Yang, Bo [1 ]
Li, Wei [1 ]
Wang, Jingquan [1 ]
Tian, Zixin [1 ]
Cheng, Xin [1 ,2 ]
Zhang, Yongli [1 ]
Qiu, Rui [3 ]
Hou, Shuhua [3 ]
Guo, Hongguang [1 ]
机构
[1] Sichuan Univ, Coll Architecture & Environm, MOE Key Lab Deep Earth Sci & Engn, Chengdu 610065, Peoples R China
[2] Yale Univ, Dept Chem & Environm Engn, New Haven, CT 06511 USA
[3] Sichuan Univ, Sch Business, Chengdu 610064, Peoples R China
关键词
COVID-19; Water environment; Risk assessment; QMRA; ACUTE RESPIRATORY SYNDROME; HEALTH-RISKS; CORONAVIRUS; WATER; TRANSMISSION;
D O I
10.1016/j.scitotenv.2020.141353
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Given that the novel coronavirus was detected in stool and urine from diagnosed patients, the potential risk of its transmission through the water environment might not be ignored. In the current study, to investigate the spread possibility of COVID-19 via the environmental media, three typical rivers (Yangtze, Han, and Fu River) and watershed cities in Hubei province of China were selected, and a more comprehensive risk assessment analysis method was built with a risk index proposed. Results showed that the risk index in the Yangtze River Basin is about 10(-12), compared to 10(-10) and 10(-8) in the Han and Fu River Basins, and the risk index is gradually reduced from Wuhan city to the surrounding cities. The safety radius and safety time period for the Yangtze, Han, and Fu River are 8 km/14 h, 20 km/30 h and 36 km/36 h, respectively. The linear relationship between the risk potential calculated by the QMRA model and the multiple linear regression proved that the built index model is statistically significant. By comparing the theoretical removal rates for the novel coronavirus, our study proposed an effective method to estimate the potential spread risk of COVID-19 in the typical river basins. (C) 2020 Elsevier B.V. All rights reserved.
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页数:6
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共 30 条
[21]   An Imperative Need for Research on the Role of Environmental Factors in Transmission of Novel Coronavirus (COVID-19) [J].
Qu, Guangbo ;
Li, Xiangdong ;
Hu, Ligang ;
Jiang, Guibin .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2020, 54 (07) :3730-3732
[22]   Importance of interactions between the water column and the sediment for microbial concentrations in streams [J].
Rehmann, Chris R. ;
Soupir, Michelle L. .
WATER RESEARCH, 2009, 43 (18) :4579-4589
[23]   Viral dispersal in the coastal zone: A method to quantify water quality risk [J].
Robins, Peter E. ;
Farkas, Kata ;
Cooper, David ;
Malham, Shelagh K. ;
Jones, Davey L. .
ENVIRONMENT INTERNATIONAL, 2019, 126 :430-442
[24]   Accumulation of enteric bacteriophage in fresh water sediments [J].
Skraber, Sylvain ;
Schijven, Jack ;
Italiaander, Ronald ;
Husman, Ana Maria de Roda .
JOURNAL OF WATER AND HEALTH, 2009, 7 (03) :372-379
[25]   An updated estimation of the risk of transmission of the novel coronavirus (2019-nCov) [J].
Tang, Biao ;
Bragazzi, Nicola Luigi ;
Li, Qian ;
Tang, Sanyi ;
Xiao, Yanni ;
Wu, Jianhong .
INFECTIOUS DISEASE MODELLING, 2020, 5 :248-255
[26]   Use of static Quantitative Microbial Risk Assessment to determine pathogen risks in an unconfined carbonate aquifer used for Managed Aquifer Recharge [J].
Toze, Simon ;
Bekele, Elise ;
Page, Declan ;
Sidhu, Jatinder ;
Shackleton, Mark .
WATER RESEARCH, 2010, 44 (04) :1038-1049
[27]   Salt intrusion and secondary flow in a shallow, well-mixed estuary [J].
Turrell, WR ;
Brown, J ;
Simpson, JH .
ESTUARINE COASTAL AND SHELF SCIENCE, 1996, 42 (02) :153-169
[28]   Environmental Engineers and Scientists Have Important Roles to Play in Stemming Outbreaks and Pandemics Caused by Enveloped Viruses [J].
Wigginton, Krista R. ;
Boehm, Alexandria B. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2020, 54 (07) :3736-3739
[29]   A human behavior integrated hierarchical model of airborne disease transmission in a large city [J].
Zhang, Nan ;
Huang, Hong ;
Su, Boni ;
Ma, Xun ;
Li, Yuguo .
BUILDING AND ENVIRONMENT, 2018, 127 :211-220
[30]   Viral load dynamics and disease severity in patients infected with SARS-CoV-2 in Zhejiang province, China, January-March 2020: retrospective cohort study [J].
Zheng, Shufa ;
Fan, Jian ;
Yu, Fei ;
Feng, Baihuan ;
Lou, Bin ;
Zou, Qianda ;
Xie, Guoliang ;
Lin, Sha ;
Wang, Ruonan ;
Yang, Xianzhi ;
Chen, Weizhen ;
Wang, Qi ;
Zhang, Dan ;
Liu, Yanchao ;
Gong, Renjie ;
Ma, Zhaohui ;
Lu, Siming ;
Xiao, Yanyan ;
Gu, Yaxi ;
Zhang, Jinming ;
Yao, Hangping ;
Xu, Kaijin ;
Lu, Xiaoyang ;
Wei, Guoqing ;
Zhou, Jianying ;
Fang, Qiang ;
Cai, Hongliu ;
Qiu, Yunqing ;
Sheng, Jifang ;
Chen, Yu ;
Liang, Tingbo .
BMJ-BRITISH MEDICAL JOURNAL, 2020, 369