Application of multivariate statistics and toxicity indices to evaluate the water quality suitability for fish of three rivers in the Kruger National Park, South Africa
The water quality of the Olifants, Letaba and Luvuvhu rivers within the Kruger National Park was assessed for their suitability to sustain fish populations. Since water quality assessments result in huge datasets, principal component analysis and an aquatic toxicity index (ATI) were employed to redu...
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Published in | African journal of aquatic science Vol. 40; no. 3; pp. 247 - 259 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Grahamstown
Taylor & Francis
03.07.2015
Taylor & Francis Ltd |
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Abstract | The water quality of the Olifants, Letaba and Luvuvhu rivers within the Kruger National Park was assessed for their suitability to sustain fish populations. Since water quality assessments result in huge datasets, principal component analysis and an aquatic toxicity index (ATI) were employed to reduce these to more manageable indices. Water quality changed over time, with metal concentrations decreasing, and high flows resulted in increased concentrations of suspended metals. The ATI indicated that metals had no major effect on lowering index values in any of the rivers, and that these values were affected by turbidity in both the Olifants and Letaba rivers, whilst nutrients such as ammonium and orthophosphates negatively affected index scores in the Luvuvhu River. Water quality has improved from the 1990s to 2011. |
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AbstractList | The water quality of the Olifants, Letaba and Luvuvhu rivers within the Kruger National Park was assessed for their suitability to sustain fish populations. Since water quality assessments result in huge datasets, principal component analysis and an aquatic toxicity index (ATI) were employed to reduce these to more manageable indices. Water quality changed over time, with metal concentrations decreasing, and high flows resulted in increased concentrations of suspended metals. The ATI indicated that metals had no major effect on lowering index values in any of the rivers, and that these values were affected by turbidity in both the Olifants and Letaba rivers, whilst nutrients such as ammonium and orthophosphates negatively affected index scores in the Luvuvhu River. Water quality has improved from the 1990s to 2011. |
Author | Gerber, R Smit, NJ Wepener, V |
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Cites_doi | 10.4102/koedoe.v38i2.312 10.4314/wsa.v28i4.4917 10.4102/koedoe.v35i2.400 10.1080/10641260091129198 10.4314/wsa.v35i5.49193 10.1007/BF00031919 10.4102/koedoe.v42i1.225 10.4102/koedoe.v37i2.334 10.4102/koedoe.v41i2.251 10.1007/s10641-006-9139-8 10.4102/koedoe.v43i2.196 |
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SubjectTerms | ammonium compounds aquatic toxicity index data collection Environmental protection fish Freshwater Letaba River Luvuvhu River metals multivariate analysis National parks nutrients Olifants River orthophosphates principal component analysis Rivers Statistics Toxicity turbidity water quality water quality assessment |
Title | Application of multivariate statistics and toxicity indices to evaluate the water quality suitability for fish of three rivers in the Kruger National Park, South Africa |
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