Spatiotemporal trends of Escherichia coli levels and their influences vary among ponds in the coastal plain of Georgia

IF 2.2 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES
J. Andrew Widmer, Matthew Stocker, Jaclyn E. Smith, Alisa Coffin, Oliva Pisani, Timothy Strickland, Manan Sharma, Yakov Pachepsky, Laurel L. Dunn
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引用次数: 0

Abstract

Quantification of Escherichia coli in water is commonly used to understand a surface source's suitability for produce irrigation. Location, season, and physicochemical water quality impact the levels of E. coli in irrigation ponds. Water samples were collected periodically at three ponds in Southeast Georgia along a sampling grid from July 2021 through September 2023 and quantified for E. coli with simultaneous collection of relevant water physicochemical parameters. Mean relative differences (MRDs) were calculated for each collection point to determine differences in E. coli levels across sampling locations. E. coli levels varied significantly across sampling area (perimeter, surface, and subsurface) at each pond. The log most probable number E. coli 100 mL−1 (EC MRD) values ranged from −0.25 to 0.33 in Pond 1, −1.5 to 0.65 in Pond 2, and −1.25 to 0.65 in Pond 3. In Pond 1, EC MRD correlated positively with chlorophyll and turbidity, and negatively with dissolved organic matter, dissolved oxygen (DO), specific conductance, and pH MRDs. In Pond 2, the MRD of E. coli correlated with the MRDs of chlorophyll, DO, phycocyanin, pH, and temperature. In Pond 3, E. coli MRD correlated positively with nitrate MRD. This work showed MRD analysis may reveal stable patterns of E. coli and the physicochemical factors that impact these levels in ponds, though no universal covariates were identified that could estimate E. coli levels. These findings may provide context for water quality managers wishing to augment measurements of E. coli with other factors, or better represent variable E. coli levels with MRD.

Abstract Image

乔治亚州沿海平原池塘中大肠杆菌水平的时空变化趋势及其影响存在差异。
定量测定水中的大肠杆菌通常用于了解地表水源对农产品灌溉的适宜性。地点、季节和理化水质影响灌溉池塘中大肠杆菌的水平。从2021年7月到2023年9月,在乔治亚州东南部的三个池塘沿着采样网格定期采集水样,并同时收集相关的水物理化学参数,对大肠杆菌进行量化。计算每个采集点的平均相对差异(MRDs),以确定采样地点之间大肠杆菌水平的差异。每个池塘的大肠杆菌水平在采样区域(周边、表面和地下)有显著差异。对数最可能数大肠杆菌100 mL-1 (EC MRD)值在池1中为-0.25至0.33,池2为-1.5至0.65,池3为-1.25至0.65。在池塘1中,EC MRD与叶绿素和浊度呈正相关,与溶解有机质、溶解氧(DO)、比电导和pH MRD呈负相关。在池塘2中,大肠杆菌的MRD与叶绿素、DO、藻蓝蛋白、pH和温度的MRD相关。池塘3中大肠杆菌MRD与硝酸盐MRD呈正相关。这项工作表明,MRD分析可以揭示大肠杆菌的稳定模式和影响这些水平的理化因素,尽管没有确定可以估计大肠杆菌水平的通用协变量。这些发现可能为希望用其他因素增加大肠杆菌测量的水质管理人员提供背景,或者更好地用MRD表示可变的大肠杆菌水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of environmental quality
Journal of environmental quality 环境科学-环境科学
CiteScore
4.90
自引率
8.30%
发文量
123
审稿时长
3 months
期刊介绍: Articles in JEQ cover various aspects of anthropogenic impacts on the environment, including agricultural, terrestrial, atmospheric, and aquatic systems, with emphasis on the understanding of underlying processes. To be acceptable for consideration in JEQ, a manuscript must make a significant contribution to the advancement of knowledge or toward a better understanding of existing concepts. The study should define principles of broad applicability, be related to problems over a sizable geographic area, or be of potential interest to a representative number of scientists. Emphasis is given to the understanding of underlying processes rather than to monitoring. Contributions are accepted from all disciplines for consideration by the editorial board. Manuscripts may be volunteered, invited, or coordinated as a special section or symposium.
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