Christopher C. Oates, Khara Grieger, Ryan Emanuel, Natalie G. Nelson
{"title":"Surface waters in socially vulnerable areas are disproportionately under-monitored for nutrients in the US South Atlantic-Gulf region","authors":"Christopher C. Oates, Khara Grieger, Ryan Emanuel, Natalie G. Nelson","doi":"10.1038/s44221-025-00460-5","DOIUrl":null,"url":null,"abstract":"This study investigates whether active water quality monitoring stations are proportionately distributed across communities of varying social vulnerability. We specifically focus on nutrient monitoring of surface waters in the South Atlantic-Gulf region, a water-rich area with wide-ranging land uses and communities that span the social vulnerability spectrum. We used 2018–2022 data from the US Water Quality Portal to compare station locations to metrics from the US Centers for Disease Control Social Vulnerability Index (SVI) and hydrography from the US Geological Survey. Statistical analyses revealed a substantial imbalance in the distribution of active monitoring station placements, with more monitoring stations in lower vulnerability areas and fewer in high vulnerability areas, and patterns that vary by state. Stations were clustered in areas of similar SVI values; areas were less likely to be monitored if they were near tracts with differing SVI values. Water quality monitoring stations are crucial to ensure a timely response to any problem emerging across water resource networks. A study of nutrient monitoring of surface waters in the South Atlantic-Gulf region shows an inhomogeneous monitoring station distribution, with fewer stations in highly vulnerable areas.","PeriodicalId":74252,"journal":{"name":"Nature water","volume":"3 7","pages":"831-840"},"PeriodicalIF":24.1000,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature water","FirstCategoryId":"1085","ListUrlMain":"https://www.nature.com/articles/s44221-025-00460-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This study investigates whether active water quality monitoring stations are proportionately distributed across communities of varying social vulnerability. We specifically focus on nutrient monitoring of surface waters in the South Atlantic-Gulf region, a water-rich area with wide-ranging land uses and communities that span the social vulnerability spectrum. We used 2018–2022 data from the US Water Quality Portal to compare station locations to metrics from the US Centers for Disease Control Social Vulnerability Index (SVI) and hydrography from the US Geological Survey. Statistical analyses revealed a substantial imbalance in the distribution of active monitoring station placements, with more monitoring stations in lower vulnerability areas and fewer in high vulnerability areas, and patterns that vary by state. Stations were clustered in areas of similar SVI values; areas were less likely to be monitored if they were near tracts with differing SVI values. Water quality monitoring stations are crucial to ensure a timely response to any problem emerging across water resource networks. A study of nutrient monitoring of surface waters in the South Atlantic-Gulf region shows an inhomogeneous monitoring station distribution, with fewer stations in highly vulnerable areas.