Assessment of the current trophic state and water quality of Lake Naivasha, Kenya using multivariate techniques

Q3 Environmental Science
Edwine Yongo, Simon W. Agembe, Julius O. Manyala, Eunice Mutethya
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引用次数: 4

Abstract

Lake Naivasha is a tropical freshwater body in Kenya, providing a source of livelihoods to the surrounding communities. The lake ecosystem, however, has become degraded over time because of increasing pollutant loads from multiple sources, including human settlements and agricultural and surface runoff in its basin. Thus, it is vital to study the lake's water quality to determine its current status to inform appropriate management measures. Accordingly, the present study analysed water quality parameters and the trophic state of Lake Naivasha on the basis of water samples collected at eight sampling sites during the dry and wet seasons from December 2019 to May 2020. The physico-chemical parameters were measured in situ, while nutrients were analysed in the laboratory. The results indicated high turbidity, total nitrogen (TN), ammonium-nitrogen (NH4+-N), nitrate-N (NO3-N) and total phosphorus (TP) levels during the wet season, and at the Malewa and Karati River mouths, while pH, electrical conductivity (EC) and chlorophyll-a values were relatively high during the dry season. The water temperature and dissolved oxygen (DO) concentration, however, did not vary between sampling sites or seasons. Cluster analysis (CA) classified the sites into three clusters based on water quality spatial and seasonal variations. Cluster 1 was comprised of the isolated region (Crescent), while clusters 2 and 3 mainly comprised sites sampled during wet and dry seasons, respectively. Similarly, principal component analysis (PCA) revealed spatial and seasonal physico-chemical variations, indicating nutrient parameters (TN, TP, NO3-N and NH4+-N), pH, Secchi depth and turbidity are the major variables influencing water quality variations. Furthermore, factor analysis (FA) identified nutrients, sediment and organic sources as the main lake pollution sources. The trophic state index (TSI = 60–72) indicated the lake varied from a eutrophic to hypertrophic state during the study period. The lake was found to be more eutrophic than reported in previous studies, indicating a progressive deterioration of its water quality. The overall results demonstrated some of the sampling sites in the lake are heavily contaminated with pollutants from various sources, attributable primarily to land use patterns and anthropogenic activities. The results of the present study are useful to inform decisions regarding management of the lake water quality.

使用多元技术评估肯尼亚奈瓦沙湖目前的营养状态和水质
奈瓦沙湖是肯尼亚的一个热带淡水湖,为周围社区提供了生计来源。然而,随着时间的推移,湖泊生态系统已经退化,因为来自多种来源的污染物负荷不断增加,包括人类住区以及流域内的农业和地表径流。因此,研究湖泊的水质以确定其现状,为采取适当的管理措施提供信息至关重要。因此,本研究基于2019年12月至2020年5月在旱季和雨季在八个采样点采集的水样,分析了奈瓦沙湖的水质参数和营养状态。物理化学参数在现场测量,营养成分在实验室分析。结果表明,在雨季以及马勒瓦河和卡拉提河河口,浊度、总氮(TN)、铵态氮(NH4+-N)、硝酸盐氮(NO3-N)和总磷(TP)水平较高,而在旱季,pH值、电导率(EC)和叶绿素a值相对较高。然而,水温和溶解氧(DO)浓度在采样地点或季节之间没有变化。聚类分析(CA)根据水质的空间和季节变化将这些地点分为三个聚类。集群1由孤立区域(新月)组成,而集群2和集群3主要包括分别在雨季和旱季采样的地点。同样,主成分分析(PCA)揭示了空间和季节的物理化学变化,表明营养参数(TN、TP、NO3-N和NH4+-N)、pH、Secchi深度和浊度是影响水质变化的主要变量。因子分析表明,营养物质、沉积物和有机物是湖泊的主要污染源。营养状态指数(TSI=60-72)表明,在研究期间,湖泊从富营养状态变为肥厚状态。该湖被发现比之前的研究报告更富营养化,表明其水质正在逐渐恶化。总体结果表明,湖泊中的一些采样点受到来自各种来源的污染物的严重污染,这主要归因于土地利用模式和人类活动。本研究的结果有助于为湖泊水质管理决策提供信息。
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
Lakes and Reservoirs: Research and Management
Lakes and Reservoirs: Research and Management Environmental Science-Water Science and Technology
CiteScore
2.40
自引率
0.00%
发文量
29
期刊介绍: Lakes & Reservoirs: Research and Management aims to promote environmentally sound management of natural and artificial lakes, consistent with sustainable development policies. This peer-reviewed Journal publishes international research on the management and conservation of lakes and reservoirs to facilitate the international exchange of results.
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