Relationships among microbial indicators of fecal pollution, microbial source tracking markers, and pathogens in Costa Rican coastal waters

被引:42
|
作者
Gonzalez-Fernandez, Adriana [1 ]
Symonds, Erin M. [2 ]
Gallard-Gongora, Javier F. [1 ]
Mull, Bonnie [3 ]
Lukasik, Jerzy O. [3 ]
Navarro, Pablo Rivera [4 ]
Aguilar, Andrei Badilla [4 ]
Peraud, Jayme [1 ]
Brown, Megan L. [5 ]
Alvarado, Darner Mora [4 ]
Breitbart, Mya [2 ]
Cairns, Maryann R. [5 ]
Harwood, Valerie J. [1 ]
机构
[1] Univ S Florida, Dept Integrat Biol, Tampa, FL 33620 USA
[2] Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USA
[3] North Cent Floida Inc, Biol Consulting Serv, Gainesville, FL 32609 USA
[4] Inst Costarricense Acueductos & Alcantarillados, Lab Nacl Aguas, Tres Rios, Cartago, Costa Rica
[5] Southern Methodist Univ, Dept Anthropol, Dallas, TX 75205 USA
基金
美国国家科学基金会;
关键词
Recreational water quality; HF183; Coliphage; Norovirus; Pepper mild mottle virus; MST; MILD MOTTLE VIRUS; REAL-TIME PCR; RISK-ASSESSMENT; GASTROINTESTINAL ILLNESS; BACTERIAL PATHOGENS; ESCHERICHIA-COLI; DIVERSE MICROBES; ENTERIC VIRUSES; CLIMATE-CHANGE; WASTE-WATER;
D O I
10.1016/j.watres.2020.116507
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Tropical coastal waters are understudied, despite their ecological and economic importance. They also reflect projected climate change scenarios for other climate zones, e.g., increased rainfall and water temperatures. We conducted an exploratory microbial water quality study at a tropical beach influenced by sewage-contaminated rivers, and tested the hypothesis that fecal microorganisms (fecal coliforms, enterococci, Clostridium perfringens, somatic and male-specific coliphages, pepper mild mottle virus (PMMoV), Bacteroides HF183, norovirus genogroup I (NoVGI), Salmonella, Cryptosporidium and Giardia) would vary by season and tidal stage. Most microorganisms' concentrations were greater in the rainy season; however, NoVGI was only detected in the dry season and Cryptosporidium was the only pathogen most frequently detected in rainy season. Fecal indicator bacteria (FIB) levels exceeded recreational water quality criteria standards in >85% of river samples and in <50% of ocean samples, regardless of the FIB or regulatory criterion. Chronic sewage contamination was demonstrated by detection of HF183 and PMMoV in 100% of river samples, and in >89% of ocean samples. Giardia, Cryptosporidium, Salmonella, and NoVGI were frequently detected in rivers (39%, 39%, 26%, and 39% of samples, respectively), but infrequently in ocean water, particularly during the dry season. Multivariate analysis showed that C. perfringens, somatic coliphage, male-specific coliphage, and PMMoV were the subset of indicators that maximized the correlation with pathogens in the rivers. In the ocean, the best subset of indicators was enterococci, male-specific coliphage, and PMMoV. We also executed redudancy analyses on environmental parameters and microorganim concentrations, and found that rainfall best predicted microbial concentrations. The seasonal interplay of rainfall and pathogen prevalence undoubtedly influences beach users' health risks. Relationships are likely to be complex, with some risk factors increasing and others decreasing each season. Future use of multivariate approaches to better understand linkages among environmental conditions, microbial predictors (fecal indicators and MST markers), and pathogens will improve prediction of high-risk scenarios at recreational beaches. (C) 2020 Elsevier Ltd. All rights reserved.
引用
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页数:15
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