The Assessment of Phytoplankton Dynamics in Two Reservoirs in Southern Africa with Special Reference to Water Abstraction for Inter-Basin Transfers and Potable Water Production
Abstract:Toxic phytoplankton in the aquatic ecosystems are dynamic, affecting water quality. It remains unclear as to how possible toxic phytoplankton assemblages vary vertically and temporally in Swakoppoort and Von Bach dams, located in a dry subtropical desert region in central Namibia. The following variables were analyzed: pH, Secchi depths, turbidity, water temperature, total phosphorus, orthophosphate, chlorophyll-a, phytoplankton cells, and water depths. Cyanobacteria dominated the phytoplankton community in th… Show more
“…Water quality parameters considered for analysis included common major cations (NH 4 + ), anions (NO 3 − , NO 2 − ), and one system water quality parameter (pH). Although there were missing periods from the 2001-2021 dataset that was used in this study, due to challenges of not sampling caused by the expired license registration of the boat and a lack of human capacity as well as financial constraints, the study used a long-term data set analysis [17] that proved to be sufficient to provide insights into the water quality of the dam. The study employed the analysis of annual mean concentrations, which were then presented with Microsoft Excel 2016 surface graphs that showed the temporal and spatial distribution of the selected parameters.…”
Section: Data Analysis 231 Statistical Analysismentioning
confidence: 99%
“…Further unwanted effects of algal blooms include the generation of foul odor and a reduction in biodiversity [84,85]. The occurrence of potentially toxic cyanobacteria species in drinking water dams leads to the abstraction of poor raw water quality for inter-basin and potable water provision, and this could be more severe in subtropical dams located in climate regions characterized by low rainfalls and high evaporation, such as the Vaal Dam in South Africa and Swakoppoort Dam in Namibia [17].…”
Section: Overall Assessment Of Water Quality Statusmentioning
confidence: 99%
“…Freshwater resources are strategic socio-economic assets in semi-arid Southern African countries and water supply systems depend predominantly on dams. The concerning fact is that the most important dams used for water supply in Southern Africa, such as Lake Chivero in Zimbabwe, the Vaal and Hartbeespoort dams in South Africa, and the Von Bach Dam in Namibia, suffer from excessive nutrient enrichment, with some already in a chronic eutrophic state [13][14][15][16][17]. The declining water resource quality threatens current and future water supply availability.…”
This study employed different indices, namely the weighted arithmetic water quality index (WQI), Carlson Trophic State Index (TSI), van Ginkel TSI, and Trophic Level Index (TLI) to determine the water quality status of a man-made dam for the needs of sustainable water resource management in Southern Africa. The selection of indices for the study was based on the impacts of anthropogenic activities on the dam. The Roodeplaat Dam exhibited the spatial variation of physicochemical characteristics, indicative of influence by point-source pollution. Although the dam was classified as being eutro-hypertrophic, it was evident that water clarity was not a limiting factor but was P-limited, which was an indication of limiting conditions on primary production. Moreover, the WQI calculated for the dam with an average of 93.94 demonstrated very poor water quality that could be used for crop irrigation purposes only. As such, continued nutrient enrichment must be mitigated to sustain fitness for irrigation, at least. However, strategic goals should involve widening fitness for use. The selected indices were found to be effective for water resource management and could be applied to dams impacted by point-source pollution in Southern Africa. Thus, this study recommends the implementation of an integrated management approach, which needs to prioritize nutrient management to retain societal resource value.
“…Water quality parameters considered for analysis included common major cations (NH 4 + ), anions (NO 3 − , NO 2 − ), and one system water quality parameter (pH). Although there were missing periods from the 2001-2021 dataset that was used in this study, due to challenges of not sampling caused by the expired license registration of the boat and a lack of human capacity as well as financial constraints, the study used a long-term data set analysis [17] that proved to be sufficient to provide insights into the water quality of the dam. The study employed the analysis of annual mean concentrations, which were then presented with Microsoft Excel 2016 surface graphs that showed the temporal and spatial distribution of the selected parameters.…”
Section: Data Analysis 231 Statistical Analysismentioning
confidence: 99%
“…Further unwanted effects of algal blooms include the generation of foul odor and a reduction in biodiversity [84,85]. The occurrence of potentially toxic cyanobacteria species in drinking water dams leads to the abstraction of poor raw water quality for inter-basin and potable water provision, and this could be more severe in subtropical dams located in climate regions characterized by low rainfalls and high evaporation, such as the Vaal Dam in South Africa and Swakoppoort Dam in Namibia [17].…”
Section: Overall Assessment Of Water Quality Statusmentioning
confidence: 99%
“…Freshwater resources are strategic socio-economic assets in semi-arid Southern African countries and water supply systems depend predominantly on dams. The concerning fact is that the most important dams used for water supply in Southern Africa, such as Lake Chivero in Zimbabwe, the Vaal and Hartbeespoort dams in South Africa, and the Von Bach Dam in Namibia, suffer from excessive nutrient enrichment, with some already in a chronic eutrophic state [13][14][15][16][17]. The declining water resource quality threatens current and future water supply availability.…”
This study employed different indices, namely the weighted arithmetic water quality index (WQI), Carlson Trophic State Index (TSI), van Ginkel TSI, and Trophic Level Index (TLI) to determine the water quality status of a man-made dam for the needs of sustainable water resource management in Southern Africa. The selection of indices for the study was based on the impacts of anthropogenic activities on the dam. The Roodeplaat Dam exhibited the spatial variation of physicochemical characteristics, indicative of influence by point-source pollution. Although the dam was classified as being eutro-hypertrophic, it was evident that water clarity was not a limiting factor but was P-limited, which was an indication of limiting conditions on primary production. Moreover, the WQI calculated for the dam with an average of 93.94 demonstrated very poor water quality that could be used for crop irrigation purposes only. As such, continued nutrient enrichment must be mitigated to sustain fitness for irrigation, at least. However, strategic goals should involve widening fitness for use. The selected indices were found to be effective for water resource management and could be applied to dams impacted by point-source pollution in Southern Africa. Thus, this study recommends the implementation of an integrated management approach, which needs to prioritize nutrient management to retain societal resource value.
“…Recent studies on South Africa’s urban Molopo River depicted anthropogenic Cu, Cr, Zn, and Pb sediment contamination with potentially deleterious ecological impacts on the benthic algal and macrofauna communities (Mohajane and Manjoro 2022 ). Additionally, the diatom-based biomonitoring tools (e.g., the “South African Diatom Index (SADI)” and the “Benthic Diatom Index (BDI)”) have been used to detect and quantify the magnitude of natural and anthropogenic impacts on stream ecosystems (Lang et al 2013 ; Harding and Taylor 2014 ; Sirunda et al 2021 ).…”
This review elucidated the recent advances in integrating microalgal communities in monitoring metal pollution in aquatic ecosystems of sub-Saharan Africa (SSA). It also highlighted the potential of incorporating microalgae as bioindicators in emerging technologies, identified research gaps, and suggested directions for further research in biomonitoring of metal pollution. Reputable online scholarly databases were used to identify research articles published between January 2000 and June 2023 for synthesis. Results indicated that microalgae were integrated either individually or combined with other bioindicators, mainly macroinvertebrates, macrophytes, and fish, alongside physicochemical monitoring. There was a significantly low level of integration (< 1%) of microalgae for biomonitoring aquatic metal pollution in SSA compared to other geographical regions. Microalgal communities were employed to assess compliance (76%), in diagnosis (38%), and as early-warning systems (38%) of aquatic ecological health status. About 14% of biomonitoring studies integrated microalgal eDNA, while other technologies, such as remote sensing, artificial intelligence, and biosensors, are yet to be significantly incorporated. Nevertheless, there is potential for the aforementioned emerging technologies for monitoring aquatic metal pollution in SSA. Future monitoring in the region should also consider the standardisation and synchronisation of integrative biomonitoring and embrace the “Citizen Science” concept at national and regional scales.
Graphical abstract
“…Reports have also shown that dams such as those at Vaal and Hartbeespoort are dominated by toxic cyanobacteria such as Dolichospermum and Microcystis sp. [4]. Toxic blooms present a threat to the South African population, since water derived from the impacted reservoirs is mainly used for drinking [3] and irrigation purposes [5].…”
In this study, a gluteraldehyde-crosslinked chitosan (ChGLA) hydrogel and a glutaraldehyde-crosslinked chitosan–multiwalled carbon nanotubes composite (ChMWCNT) were synthesized to be used as substrates in the solid-phase adsorption toxin tracking (SPATT) sampling of microcystins (MCs) in irrigation water. The synthesized samplers were tested for their efficiency by deploying them in four farm dams and two canals for 48 h in January 2022 and in July 2022. Grab samples were collected during deployment and retrieval of the samplers for comparison. Sequential extraction using 100% methanol was used to extract MCs from the samplers, followed by enzyme-linked immunosorbent assay (ELISA) analysis for total MCs and liquid chromatography–mass spectrometry (LC-MS) for individual MC congeners (MC-LR, -RR, and -YR). The mean levels of dissolved total MCs detected by the samplers were as follows: ChMWCNT 0.754 (±1.085) µg g−1, ChGLA 0.420 (±0.546) µg g−1; and these were comparable to the Diaion® HP-20 resin: 0.602 (±0.627) µg g−1 of material. The mean level of MCs detected in the grab samples was 0.868 (±1.358) ug L−1. Significantly higher levels of MCs were detected in July compared to the January sampling by the two newly developed samplers. With regards to the detection of MC-LR, -RR, and -YR, no statistical differences were reported among the three samplers (ChGLA, ChMWCNT, and Diaion® HP-20) for five of the six sampling points (one-way ANOVA at a 0.05 level of significance). The levels of detection of MCs by the substrates were in the order MC-YR > -LR > -RR. Strong positive correlations between the grab samples and the ChGLA and ChMWCNT samplers suggested better suitability of the two chitosan-based sorbents for monitoring MCs in the study area compared to the Diaion® HP-20 resin. Overall, the two new sorbents showed potential for use in SPATT to monitor the presence of MCs in the agricultural waters tested, and they could represent economical and environmentally friendly options compared to the synthetic aromatic resins.
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