Multivariate statistical analysis of surface water quality in the capibaribe river (Pernambuco state, Northeast Brazil): Contributions to water management

IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Jaqueline dos Santos Silva , Livia Caroline Alexandre de Araújo , Milena Danda Vasconcelos , Iago José Santos da Silva , Fabricio Motteran , Rosner Henrique Alves Rodrigues , Carina Lucena Mendes-Marques , Rayanna Barroso de Oliveira Alves , Hernande Pereira da Silva , Maria Paloma Barros , Sivoneide Maria da Silva , Guilherme Malafaia , Carlos Alonso Leite dos Santos , Henrique Douglas Melo Coutinho , Maria Betânia Melo de Oliveira
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Abstract

Assessing the quality of surface waters is essential for identifying changes in freshwater ecosystems and supporting the planning/proposing of measures to mitigate polluting sources. However, many studies involving the identification of pathogenic bacteria and/or their resistance profile to antimicrobial agents need a more holistic approach to conditioning or modulating factors. Thus, we apply different multivariate statistical techniques to the data set from the Capibaribe River's surface water, one of the most important in the Northeast of Brazil. Our data, taken together, suggest that the waters of the Capibaribe River have been suffering impacts associated with different human activities. Due to its flow crossing a large urban area, different sources are contributing to the contamination/pollution of its aquatic ecosystem, whose multivariate analysis allowed us to identify site-dependent characteristics that reflect the degree and type of human influence. The study of physical-chemical and chemical parameters reveals the influence of the high load of effluents (industrial and domestic) on the chemical and microbiological quality of the waters sampled at the SS4 site. On the other hand, the antimicrobial resistance profile of the isolates evaluated, especially at SS1, SS2, and SS3 sites, provides a comprehensive sample of the “resistome” present in the fecal content of thousands of people living in the region surrounding the Capibaribe River. The presence of enterobacteria in water indicates contamination of fecal origin. It represents a public health problem since the waters of the Capibaribe River can be a source of dissemination and persistence of bacteria resistant to humans and the environment. In conclusion, our study provides a more comprehensive understanding of the relationships between surface water, basic sanitation, antibiotic exposure, bacterial gene transfer, and human colonization, whether in the context of the region studied or other locations.
巴西东北部伯南布哥州capibaribe河地表水质量的多元统计分析:对水管理的贡献。
评估地表水的质量对于确定淡水生态系统的变化和支持规划/提出减轻污染源的措施至关重要。然而,许多涉及鉴定致病菌和/或其对抗微生物药物的耐药性的研究需要对调节或调节因素采取更全面的方法。因此,我们将不同的多元统计技术应用于巴西东北部最重要的河流之一卡巴里伯河的地表水数据集。我们的数据综合起来表明,卡布瓦里伯河的水域受到了与不同人类活动相关的影响。由于其流经一个大型城市地区,不同的来源对其水生生态系统造成污染/污染,其多变量分析使我们能够确定反映人类影响程度和类型的地点依赖特征。物理-化学和化学参数的研究揭示了高负荷的污水(工业和生活)对在SS4站点取样的水的化学和微生物质量的影响。另一方面,所评估的分离株的抗菌素耐药谱,特别是在SS1、SS2和SS3位点,提供了生活在卡巴里伯河周围地区数千人粪便中存在的“抗性组”的综合样本。水中肠杆菌的存在表明粪便来源的污染。这是一个公共卫生问题,因为卡巴巴里河的水可能是对人类和环境具有抗药性的细菌传播和持续存在的来源。总之,我们的研究为地表水、基本卫生设施、抗生素暴露、细菌基因转移和人类定植之间的关系提供了更全面的理解,无论是在研究区域还是其他地点。
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来源期刊
Marine environmental research
Marine environmental research 环境科学-毒理学
CiteScore
5.90
自引率
3.00%
发文量
217
审稿时长
46 days
期刊介绍: Marine Environmental Research publishes original research papers on chemical, physical, and biological interactions in the oceans and coastal waters. The journal serves as a forum for new information on biology, chemistry, and toxicology and syntheses that advance understanding of marine environmental processes. Submission of multidisciplinary studies is encouraged. Studies that utilize experimental approaches to clarify the roles of anthropogenic and natural causes of changes in marine ecosystems are especially welcome, as are those studies that represent new developments of a theoretical or conceptual aspect of marine science. All papers published in this journal are reviewed by qualified peers prior to acceptance and publication. Examples of topics considered to be appropriate for the journal include, but are not limited to, the following: – The extent, persistence, and consequences of change and the recovery from such change in natural marine systems – The biochemical, physiological, and ecological consequences of contaminants to marine organisms and ecosystems – The biogeochemistry of naturally occurring and anthropogenic substances – Models that describe and predict the above processes – Monitoring studies, to the extent that their results provide new information on functional processes – Methodological papers describing improved quantitative techniques for the marine sciences.
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