Mahta Nazari, Ali Asgary, Reza Kerachian, Pouya Rezai, Satinder K. Brar
{"title":"使用基于主体的建模来管理牲畜养殖场洪水引发的抗菌污染释放的风险:来自2021年sumas草原洪水事件的见解。","authors":"Mahta Nazari, Ali Asgary, Reza Kerachian, Pouya Rezai, Satinder K. Brar","doi":"10.1007/s11356-025-36304-8","DOIUrl":null,"url":null,"abstract":"<div><p>The frequency of extreme weather events, such as flooding, wildfires and hurricanes, has increased due to global climate change. Recent reports and studies show potential for release and exposure risks associated with contaminants of emerging concern (CECs) during major extreme weather events. These events create conditions for releasing CECs into the environment, especially affecting surface and groundwater systems. Antibiotics are considered one of the largest categories of CECs, commonly used in livestock farms. Recent water quality measurements conducted in areas impacted by the November 2021 atmospheric river flooding in British Columbia revealed the release of this category of CECs into surface water bodies. This study employs the November 2021 Sumas Prairie Flooding as a case study and develops an agent-based modeling (ABM) tool for CECs release risk management using AnyLogic software. The model will aid in identifying mitigation, preparedness, response and recovery actions before, during and after flooding, ultimately minimizing the release and impacts of CECs. The findings indicate that implementing preventive measures, such as waterproof storage, elevated storage areas and sealed containers, can significantly decrease the amount of unprotected material likely to be released into the environment during a flood event by about 80%. This substantial reduction highlights the vital role of these measures in reducing environmental contamination following a flood.</p></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"32 17","pages":"11024 - 11039"},"PeriodicalIF":5.8000,"publicationDate":"2025-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Managing the risk of flood-induced release of antibacterial pollution from livestock farms using agent-based modeling: insights from the 2021 sumas prairie flood event\",\"authors\":\"Mahta Nazari, Ali Asgary, Reza Kerachian, Pouya Rezai, Satinder K. Brar\",\"doi\":\"10.1007/s11356-025-36304-8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The frequency of extreme weather events, such as flooding, wildfires and hurricanes, has increased due to global climate change. Recent reports and studies show potential for release and exposure risks associated with contaminants of emerging concern (CECs) during major extreme weather events. These events create conditions for releasing CECs into the environment, especially affecting surface and groundwater systems. Antibiotics are considered one of the largest categories of CECs, commonly used in livestock farms. Recent water quality measurements conducted in areas impacted by the November 2021 atmospheric river flooding in British Columbia revealed the release of this category of CECs into surface water bodies. This study employs the November 2021 Sumas Prairie Flooding as a case study and develops an agent-based modeling (ABM) tool for CECs release risk management using AnyLogic software. The model will aid in identifying mitigation, preparedness, response and recovery actions before, during and after flooding, ultimately minimizing the release and impacts of CECs. The findings indicate that implementing preventive measures, such as waterproof storage, elevated storage areas and sealed containers, can significantly decrease the amount of unprotected material likely to be released into the environment during a flood event by about 80%. This substantial reduction highlights the vital role of these measures in reducing environmental contamination following a flood.</p></div>\",\"PeriodicalId\":545,\"journal\":{\"name\":\"Environmental Science and Pollution Research\",\"volume\":\"32 17\",\"pages\":\"11024 - 11039\"},\"PeriodicalIF\":5.8000,\"publicationDate\":\"2025-04-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Science and Pollution Research\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s11356-025-36304-8\",\"RegionNum\":3,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"0\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Science and Pollution Research","FirstCategoryId":"93","ListUrlMain":"https://link.springer.com/article/10.1007/s11356-025-36304-8","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"0","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Managing the risk of flood-induced release of antibacterial pollution from livestock farms using agent-based modeling: insights from the 2021 sumas prairie flood event
The frequency of extreme weather events, such as flooding, wildfires and hurricanes, has increased due to global climate change. Recent reports and studies show potential for release and exposure risks associated with contaminants of emerging concern (CECs) during major extreme weather events. These events create conditions for releasing CECs into the environment, especially affecting surface and groundwater systems. Antibiotics are considered one of the largest categories of CECs, commonly used in livestock farms. Recent water quality measurements conducted in areas impacted by the November 2021 atmospheric river flooding in British Columbia revealed the release of this category of CECs into surface water bodies. This study employs the November 2021 Sumas Prairie Flooding as a case study and develops an agent-based modeling (ABM) tool for CECs release risk management using AnyLogic software. The model will aid in identifying mitigation, preparedness, response and recovery actions before, during and after flooding, ultimately minimizing the release and impacts of CECs. The findings indicate that implementing preventive measures, such as waterproof storage, elevated storage areas and sealed containers, can significantly decrease the amount of unprotected material likely to be released into the environment during a flood event by about 80%. This substantial reduction highlights the vital role of these measures in reducing environmental contamination following a flood.
期刊介绍:
Environmental Science and Pollution Research (ESPR) serves the international community in all areas of Environmental Science and related subjects with emphasis on chemical compounds. This includes:
- Terrestrial Biology and Ecology
- Aquatic Biology and Ecology
- Atmospheric Chemistry
- Environmental Microbiology/Biobased Energy Sources
- Phytoremediation and Ecosystem Restoration
- Environmental Analyses and Monitoring
- Assessment of Risks and Interactions of Pollutants in the Environment
- Conservation Biology and Sustainable Agriculture
- Impact of Chemicals/Pollutants on Human and Animal Health
It reports from a broad interdisciplinary outlook.