| Literature DB >> 29439534 |
John Ogony Odiyo1, Rachel Makungo2.
Abstract
Due to inaccessibility of potable water, rural communities drill boreholes within their homesteads despite vulnerability to groundwater contamination and associated health risks. This study assessed the quality of groundwater, identified potential sources of contamination and potential human health risks in Siloam Village, South Africa. Statistical difference between similar water quality parameters at different sites was determined at a significance level (α) of 0.05. Water quality parameters with serious potential health effects on human beings were correlated with selected water quality parameters to understand the nature of correlation and possible sources of contamination. Fluorides and nitrates had excessively high concentrations associated with tooth damage and pronounced skeletal fluorosis, and methaemoglobinaemia in infants and mucous membrane irritation in adults, respectively. There were statistically significant differences between means of most water quality parameters. Contrasting correlation of fluoride with calcium and pH indicated the need to further identify local sources and fluoride control mechanisms. Correlation of nitrate with chloride mostly indicated that faecal contamination is the potential source of high nitrates in groundwater. This requires further verification. Presence of total coliforms and E. coli in most boreholes indicated potential presence of faecal contamination. The need to educate borehole owners' on possible strategies to minimise groundwater pollution was identified.Entities:
Keywords: ANOVA; faecal contamination; fluorides; groundwater quality; health risks; nitrates
Mesh:
Substances:
Year: 2018 PMID: 29439534 PMCID: PMC5858386 DOI: 10.3390/ijerph15020317
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Location of the study area.
Descriptive statistics for physical water quality parameters and non-metals.
| Parameter | Descriptive Statistic | August 2013 | September 2013 | October 2013 | November 2013 | December 2013 | January 2014 | TWQR |
|---|---|---|---|---|---|---|---|---|
| pH | Min | 7.14 | 7.27 | 7.22 | 7.00 | 7.26 | 6.83 | 6–9 |
| Max | 8.88 | 8.86 | ||||||
| Mean | 7.68 | 7.87 | 7.75 | 7.83 | 7.88 | 7.86 | ||
| STDEV | 0.53 | 0.54 | 0.69 | 0.83 | 0.64 | 0.89 | ||
| Turbidity (NTU) | Min | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 1 |
| Max | 0.89 | 0.55 | 0.47 | 0.69 | ||||
| Mean | 0.17 | 0.18 | 0.09 | 0.19 | ||||
| STDEV | 7.77 | 0.27 | 0.23 | 0.15 | 0.26 | 3.97 | ||
| EC (mS/m) | Min | 34.90 | 36.60 | 43.80 | 36.10 | 23.68 | 30.10 | 70 |
| Max | ||||||||
| Mean | 81.96 | 90.83 | 86.02 | 84.68 | 85.63 | 90.33 | ||
| STDEV | 38.10 | 43.07 | 40.94 | 33.95 | 43.77 | 42.27 | ||
| Fluoride (mg/L) | Min | 0.00 | 1 | |||||
| Max | ||||||||
| Mean | ||||||||
| STDEV | 2.41 | 1.64 | 1.59 | 1.92 | 2.01 | 1.64 | ||
| Chloride (mg/L) | Min | 5.73 | 0.00 | 0.00 | 0.00 | 24.89 | 0.00 | 100 |
| Max | ||||||||
| Mean | 83.40 | 99.61 | 87.84 | |||||
| STDEV | 332.66 | 69.43 | 83.88 | 67.23 | 95.93 | 145.55 | ||
| Min | 0.22 | 6.77 | 10.10 | 2.66 | 6.10 | 7.92 | ||
| Sulphate (mg/L) | Max | 188.36 | 64.18 | 174.58 | 200 | |||
| Mean | 34.45 | 24.07 | 80.20 | 43.75 | 44.99 | 70.12 | ||
| STDEV | 53.14 | 20.33 | 140.29 | 95.30 | 54.39 | 126.57 | ||
| Nitrate (mg/L) | Min | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6 |
| Max | ||||||||
| Mean | ||||||||
| STDEV | 48.36 | 129.86 | 25.76 | 64.61 | 193.17 | 175.59 |
Note: Values in bold exceeded TWQR.
Descriptive statistics for metals.
| Parameter | Descriptive Statistic | August 2013 | September 2013 | October 2013 | November 2013 | December 2013 | January 2014 | TWQR |
|---|---|---|---|---|---|---|---|---|
| Magnesium (mg/L) | Min | 0.33 | 0.33 | 5.46 | 0.09 | 0.54 | 1.08 | 30 |
| Max | 10.86 | 11.19 | 11.26 | 11.22 | 10.57 | 11.27 | ||
| Mean | 7.98 | 8.35 | 9.29 | 8.32 | 8.34 | 8.14 | ||
| STDEV | 3.64 | 3.82 | 2.07 | 3.61 | 3.20 | 3.96 | ||
| Manganese (mg/L) | Min | 0.01 | 0.01 | 0.00 | 0.01 | 0.01 | 0.01 | 0.05 |
| Max | 0.04 | |||||||
| Mean | 0.02 | 0.09 | 0.02 | 0.04 | 0.06 | 0.05 | ||
| STDEV | 0.01 | 0.17 | 0.04 | 0.05 | 0.09 | 0.07 | ||
| Potassium (mg/L) | Min | 0.30 | 0.38 | 0.45 | 0.34 | 0.00 | 0.76 | 50 |
| Max | 4.67 | 5.84 | 3.94 | 7.70 | 8.67 | 7.30 | ||
| Mean | 2.01 | 2.12 | 1.78 | 2.89 | 2.36 | 2.77 | ||
| STDEV | 1.48 | 1.95 | 1.27 | 2.70 | 2.96 | 2.04 | ||
| Copper (mg/L) | Min | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.01 | 1 |
| Max | 0.02 | 0.02 | 0.09 | 0.04 | 0.01 | 0.21 | ||
| Mean | 0.01 | 0.00 | 0.02 | 0.02 | 0.01 | 0.03 | ||
| STDEV | 0.01 | 0.01 | 0.03 | 0.01 | 0.00 | 0.07 | ||
| Zinc (mg/L) | Min | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 3 |
| Max | 0.05 | 0.30 | 0.84 | 0.37 | 1.00 | 0.88 | ||
| Mean | 0.01 | 0.06 | 0.16 | 0.08 | 0.15 | 0.22 | ||
| STDEV | 0.01 | 0.09 | 0.33 | 0.12 | 0.33 | 0.30 | ||
| Calcium (mg/L) | Min | 0.03 | 0.00 | 0.05 | 0.07 | 0.00 | 0.02 | 32 |
| Max | 4.12 | 1.89 | 5.25 | 4.67 | 3.26 | 5.59 | ||
| Mean | 0.78 | 0.38 | 1.40 | 1.44 | 0.77 | 1.35 | ||
| STDEV | 1.20 | 0.67 | 2.01 | 1.59 | 1.17 | 1.94 | ||
| Iron (mg/L) | Min | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.1 |
| Max | 0.00 | 0.01 | 0.00 | 0.06 | ||||
| Mean | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.02 | ||
| STDEV | 0.00 | 0.00 | 0.00 | 0.02 | 0.05 | 0.06 |
Note: Values in bold exceeded TWQR.
Statistical significance based on single factor ANOVA.
| Parameter | Statistical Significance | |
|---|---|---|
| pH | 6.69444 × 10−12 | Yes |
| EC | 4.1007 × 10−19 | Yes |
| Turbidity | 3.03 × 10−2 | Yes |
| Fluoride | 7.98306 × 10−15 | Yes |
| Chloride | 0.5255362 | No |
| Sulphate | 6.17901 × 10−10 | Yes |
| Nitrate | 1.28 × 10−4 | Yes |
| Manganese | 6.46 × 10−3 | Yes |
| Potassium | 1.94 × 10−7 | Yes |
| Copper | 0.2159 | No |
| Zinc | 0.1658 | No |
| Iron | 1.05 × 10−2 | Yes |
Correlation of fluoride with calcium and pH.
| Site | Calcuim | pH | Fluoride Ranges |
|---|---|---|---|
| BH1 | 0.14 | 0.68 | 4.38–6.74 |
| BH2 | −0.31 | −0.75 | 5.03–6.40 |
| BH3 | −0.94 | −0.94 | 1.70–4.76 |
| BH4 | 0.06 | 0.77 | 1.34–1.66 |
| BH5 | −0.55 | −0.31 | 1.17–1.57 |
| BH6 | 0.12 | −0.15 | 1.46–1.55 |
| BH7 | −0.29 | −0.04 | 5.40–5.78 |
| BH8 | −0.30 | 0.04 | 4.81–5.89 |
| BH9 | −0.39 | 0.11 | 2.69–4.81 |
| BH10 | −0.96 | −0.70 | 0.00–2.79 |
| BH11 | 0.63 | 0.34 | 4.20–5.77 |
Figure 2Variations of fluoride concentrations.
Correlation of nitrate with chloride and potassium.
| Site | Chloride | Potassium | Distance between Pit Latrines and Boreholes |
|---|---|---|---|
| BH1 | −0.17 | 0.64 | 35 |
| BH2 | −0.61 | 0.01 | 40 |
| BH3 | 0.46 | −0.68 | 24, 38, 46 * |
| BH4 | 0.99 | −0.02 | 24 |
| BH5 | −0.06 | 0.01 | 18 |
| BH6 | 0.67 | −0.18 | 47 |
| BH7 | 0.99 | 0.48 | 34 |
| BH8 | 0.84 | −0.31 | 27 |
| BH9 | −0.36 | −0.30 | 45 |
| BH10 | −0.35 | −0.42 | 30 |
| BH11 | 0.84 | −0.31 | 23.3 |
* Borehole surrounded by 3 pit latrines.
Microbial water quality indicators.
| Site | Sampling Date | Total Coliform | Heterotrophic Bacteria | Faecal Coliform | |
|---|---|---|---|---|---|
| TWQR | 0–5 | 0–100 | 0 | 0 | |
| BH12 | 14 September 2009 | 211 | NM | 0 | NM |
| 16 October 2009 | 0 | NM | 71 | NM | |
| 9 March 2010 | 121 | 365 | 120 | 22 | |
| 7 April 2010 | 219 | 370 | 130 | 34 | |
| BH13 | 14 September 2009 | 54 | NM | 0 | NM |
| 16 October 2009 | 0 | NM | 0 | NM | |
| 9 March 2010 | 68 | 249 | 21 | 50 | |
| 7 April 2010 | 50 | 403 | 11 | 44 |
NM = not measured.