Pengxiao Zhou, Zhong Li, Spencer Snowling and Jacob Barclay
{"title":"揭示COVID-19封锁对加拿大城市污水的影响","authors":"Pengxiao Zhou, Zhong Li, Spencer Snowling and Jacob Barclay","doi":"10.1039/D3EW00126A","DOIUrl":null,"url":null,"abstract":"<p >The COVID-19 pandemic and resulting lockdowns have had significant impacts on various aspects of society, including municipal sewage. This study investigates changes in Canadian municipal sewage during COVID-19 lockdowns by examining influent flow rates at two wastewater treatment plants in Ontario, Canada. A thorough comparison of weekly patterns and daily average flow rates before and during lockdowns was conducted. The observed influent flow rates were also compared with predicted no-lockdown scenario data, which were generated by random forest models. The results showed that weekly patterns of influent flow exhibited differences before and during lockdowns, with the disappearance of a lag between weekdays and weekends in the morning and a less pronounced trend of lower influent flow rates on Friday and Saturday nights. There is less variability of influent flow rate during lockdowns compared to before lockdowns. Additionally, both plants experienced a decrease in influent flow rates during the lockdowns, and a spike in influent flow rates after the easing of provincial emergency state. These findings suggest that lockdown measures had an impact on water usage patterns in the region, leading to a decrease in the volume of sewage produced. This knowledge is beneficial for wastewater simulations and can be used to improve wastewater management strategies and inform policy decisions during times of crisis in the future.</p>","PeriodicalId":75,"journal":{"name":"Environmental Science: Water Research & Technology","volume":" 9","pages":" 2213-2218"},"PeriodicalIF":3.1000,"publicationDate":"2023-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unraveling the impact of COVID-19 lockdowns on Canadian municipal sewage†\",\"authors\":\"Pengxiao Zhou, Zhong Li, Spencer Snowling and Jacob Barclay\",\"doi\":\"10.1039/D3EW00126A\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >The COVID-19 pandemic and resulting lockdowns have had significant impacts on various aspects of society, including municipal sewage. This study investigates changes in Canadian municipal sewage during COVID-19 lockdowns by examining influent flow rates at two wastewater treatment plants in Ontario, Canada. A thorough comparison of weekly patterns and daily average flow rates before and during lockdowns was conducted. The observed influent flow rates were also compared with predicted no-lockdown scenario data, which were generated by random forest models. The results showed that weekly patterns of influent flow exhibited differences before and during lockdowns, with the disappearance of a lag between weekdays and weekends in the morning and a less pronounced trend of lower influent flow rates on Friday and Saturday nights. There is less variability of influent flow rate during lockdowns compared to before lockdowns. Additionally, both plants experienced a decrease in influent flow rates during the lockdowns, and a spike in influent flow rates after the easing of provincial emergency state. These findings suggest that lockdown measures had an impact on water usage patterns in the region, leading to a decrease in the volume of sewage produced. This knowledge is beneficial for wastewater simulations and can be used to improve wastewater management strategies and inform policy decisions during times of crisis in the future.</p>\",\"PeriodicalId\":75,\"journal\":{\"name\":\"Environmental Science: Water Research & Technology\",\"volume\":\" 9\",\"pages\":\" 2213-2218\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2023-07-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Science: Water Research & Technology\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://pubs.rsc.org/en/content/articlelanding/2023/ew/d3ew00126a\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENGINEERING, ENVIRONMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Science: Water Research & Technology","FirstCategoryId":"93","ListUrlMain":"https://pubs.rsc.org/en/content/articlelanding/2023/ew/d3ew00126a","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
Unraveling the impact of COVID-19 lockdowns on Canadian municipal sewage†
The COVID-19 pandemic and resulting lockdowns have had significant impacts on various aspects of society, including municipal sewage. This study investigates changes in Canadian municipal sewage during COVID-19 lockdowns by examining influent flow rates at two wastewater treatment plants in Ontario, Canada. A thorough comparison of weekly patterns and daily average flow rates before and during lockdowns was conducted. The observed influent flow rates were also compared with predicted no-lockdown scenario data, which were generated by random forest models. The results showed that weekly patterns of influent flow exhibited differences before and during lockdowns, with the disappearance of a lag between weekdays and weekends in the morning and a less pronounced trend of lower influent flow rates on Friday and Saturday nights. There is less variability of influent flow rate during lockdowns compared to before lockdowns. Additionally, both plants experienced a decrease in influent flow rates during the lockdowns, and a spike in influent flow rates after the easing of provincial emergency state. These findings suggest that lockdown measures had an impact on water usage patterns in the region, leading to a decrease in the volume of sewage produced. This knowledge is beneficial for wastewater simulations and can be used to improve wastewater management strategies and inform policy decisions during times of crisis in the future.
期刊介绍:
Environmental Science: Water Research & Technology seeks to showcase high quality research about fundamental science, innovative technologies, and management practices that promote sustainable water.