<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet type="text/xsl" href="static/style.xsl"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-09-25T13:25:40Z</responseDate><request verb="GetRecord" identifier="oai:univendspace.univen.ac.za:11602/1830" metadataPrefix="dim">https://univendspace.univen.ac.za/server/oai/request</request><GetRecord><record><header><identifier>oai:univendspace.univen.ac.za:11602/1830</identifier><datestamp>2024-09-10T14:39:05Z</datestamp><setSpec>com_11602_1930</setSpec><setSpec>com_11602_1915</setSpec><setSpec>com_11602_1897</setSpec><setSpec>com_11602_737</setSpec><setSpec>col_11602_2152</setSpec><setSpec>col_11602_738</setSpec></header><metadata><dim:dim xmlns:dim="http://www.dspace.org/xmlns/dspace/dim" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:doc="http://www.lyncode.com/xoai" xsi:schemaLocation="http://www.dspace.org/xmlns/dspace/dim http://www.dspace.org/schema/dim.xsd">
   <dim:field mdschema="dc" element="contributor" qualifier="advisor">Edokpayi, J. N.</dim:field>
   <dim:field mdschema="dc" element="contributor" qualifier="advisor">Enitan, A. M.</dim:field>
   <dim:field mdschema="dc" element="contributor" qualifier="author">Mutileni, N</dim:field>
   <dim:field mdschema="dc" element="date">2021</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="accessioned">2021-12-13T06:58:08Z</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="available">2021-12-13T06:58:08Z</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="issued">2021-11</dim:field>
   <dim:field mdschema="dc" element="identifier" qualifier="citation">Mutileni, N. (2021)  Assessment of health risk association with groundwater from Collins Chabane and Makhado Municipality of Vhembe District. University of Venda, South Africa.&amp;lt;http://hdl.handle.net/11602/1830&amp;gt;.</dim:field>
   <dim:field mdschema="dc" element="identifier" qualifier="uri">http://hdl.handle.net/11602/1830</dim:field>
   <dim:field mdschema="dc" element="identifier" qualifier="vancouvercitation" lang="en_ZA">Mutileni N. Assessment of health risk association with groundwater from Collins Chabane and Makhado Municipality of Vhembe District. []. , 2021 [cited yyyy month dd]. Available from: http://hdl.handle.net/11602/1830</dim:field>
   <dim:field mdschema="dc" element="identifier" qualifier="apacitation" lang="en_ZA">Mutileni, N. (2021). &amp;lt;i&amp;gt;Assessment of health risk association with groundwater from Collins Chabane and Makhado Municipality of Vhembe District&amp;lt;/i&amp;gt;. (). . Retrieved from http://hdl.handle.net/11602/1830</dim:field>
   <dim:field mdschema="dc" element="identifier" qualifier="chicagocitation" lang="en_ZA">Mutileni, N. &amp;lt;i&amp;gt;&amp;quot;Assessment of health risk association with groundwater from Collins Chabane and Makhado Municipality of Vhembe District.&amp;quot;&amp;lt;/i&amp;gt; ., , 2021. http://hdl.handle.net/11602/1830</dim:field>
   <dim:field mdschema="dc" element="identifier" qualifier="ris" lang="en_ZA">&#xd;
TY  - Dissertation&#xd;
AU  - Mutileni, N&#xd;
AB  - Water is essential to life, but many people lack access to clean and safe drinking water, and many&#xd;
die of preventable waterborne diseases. The study conducted assessed groundwater vulnerability to&#xd;
Physico-chemical and microbial contamination across the Collins Chabane and Makhado&#xd;
Municipality. A three-set of samples (for metals, non-metals and microbial analysis) were randomly&#xd;
collected from twenty (20) primary schools, fifteen (15) private boreholes, and three (3) communal&#xd;
boreholes of Vhembe district, Limpopo province, South Africa. The physicochemical water quality&#xd;
parameters (pH, EC, and TDS) were measured using the YSI Professional Plus meter . At the same&#xd;
time, turbidity and salinity were measured using an Orbeco-Hellige portable turbidimeter and&#xd;
Extech multimeter, respectively. The physicochemical parameters measure in the field comply with&#xd;
the recommended standard set by South African Nation Standard SANS (2015) apart from the pH&#xd;
value detected in one sample collected in the wet season. Nitrate concentration (2.03–1532 mg/L)&#xd;
was obtained in high values in the most sample in the wet season. Some boreholes can have a&#xd;
noticeable taste due to chloride concentration (14.12–690 mg/L).&#xd;
The following metals Cd, Pb, Hg, As, Al, Mn, Fe, Co, Ni, Cu, Cr and Zn, Ca, K, Mg, and Na were&#xd;
analysed using an Inductively coupled plasma Mass spectrometer. The analytical results for major&#xd;
cations i.e., Ca, Mg, K and Na range between 14.20 – 349 mg/L, 11.40 – 309 mg/L, 0.49–12.80&#xd;
mg/L, and 13.60 – 97.80 mg/L, respectively. The high concentration of Ca and Mg recorded in&#xd;
some of the sites exceeded the recommended limit set by DWAF (1996) and WHO (2015). The&#xd;
analytical results of heavy metal indicated that Ni (16.35 – 308.53 μg/L), Cr (27.46 – 72.84 μg/L),&#xd;
and Al (0.14 – 0.76 mg/L) were above the standard limits of SANS 241 (2015) in some of the sites.&#xd;
The membrane filtration method was employed to determine faecal indicator organisms. The results&#xd;
obtained for E. coli ranged between 0.0 – 76 cfu/100 ml in the dry season, while numerous values&#xd;
were detected for total coliform in both dry and wet season. All borehole failed to comply with&#xd;
SANS 241 and WHO standard limit in terms of total coliform while, 42.11% of borehole failed to&#xd;
comply with SANS 241 in terms of E. coli.&#xd;
Groundwater geochemistry was evaluated through Gibb’s diagram and Piper plot. The most&#xd;
dominant water type across all groundwater sample was Mg-HCO3 (40.79%, n=76) and Mg-Cl&#xd;
water type (38.16%, n=76) throughout the study period. Twenty one parameters (pH, EC, Cl-, NO3-&#xd;
, F-, SO4-2, HCO3-, Ca, Mg, K Na, Total Hardness as CaCO3, Cr, Mn, Co, Ni, Cu, Zn, Hg, Pb and&#xd;
Fe) were taken into consideration for the computation of water quality index (WQI). The WQI&#xd;
values of the selected school, household, and communal samples (50-103 and 25-101, 26-485 and&#xd;
21-442, and 35-57 and 50-56, respectively) fell between the excellent to poor, excellent to&#xd;
unsuitable and excellent to good water based on the physico-chemical parameters used during dry&#xd;
and wet season, respectively. Some household samples had poor (21.43%), and unsuitable water&#xd;
(10.71%) during the assessment period. Nitrate was the principal element with enormously high&#xd;
concentrations that violated the WHO and SANS 241 permissible limit for drinking purpose which&#xd;
caused high levels of WQI. The source of contamination could be anthropogenic activities.&#xd;
Human health risk associated with the water quality parameters assessed was calculated using noncarcinogenic&#xd;
effects using hazard quotient toxicity potential (HQing), cumulative hazard index (HI)&#xd;
and daily human exposure dose (Ding) of drinking water through ingestion pathway. The computed&#xd;
non-carcinogenic effects (HQing) and HI for children and adult were ≥1 throughout the assessment.&#xd;
The main contributors to non-carcinogenic health risks in this investigation were Cr, Hg, and As.&#xd;
The carcinogenic risk assessment evaluated from selected heavy metals (Cr, Cd, Hg, Pb and As)&#xd;
exceeded the suggested potential risk limits apart from As and Hg for Adult in Dry season. Cr and&#xd;
Pb were above the carcinogenic indices of 1E-04 and 1E-06 throughout the season. Hence, these&#xd;
parameters can pose potential risk to both age group. Therefore, preventive measure should be&#xd;
implemented to prevent long term cumulative exposure risk. Quantitative microbial risk assessment&#xd;
(QMRA) was carried out to determine the risks of infection and illness due to consumption of&#xd;
groundwater. The estimation of QMRA indices values suggest that school boreholes had higher&#xd;
risk of infection than household and communal sites. Highest risk of infection has been detected&#xd;
during the month of November (wet season) in 2019. Only 30% school boreholes had an extremely&#xd;
high annual risk (90.52-100% probability) of E. coli infections to children. High probability values&#xd;
(90.5-100% probability) for annual risk of infection in all age group has been observed in 35.90%&#xd;
school samples throughout the assessment. Only 10.26% of school samples had annual risk of&#xd;
illness probability value of 35% in all age group. The annual risk of E. coli infections and illness&#xd;
was high in household site with 100% and 35% for all age group respectively. Meanwhile, 80.94&#xd;
and 28.33% were the highest maximum values assessed for infection and illness in communal site.&#xd;
The estimation of QMRA indices suggest groundwater from the investigated study being a hazard.&#xd;
The methods of analysis in this study, suggested possible contamination of groundwater by&#xd;
anthropogenic activities such as small-scale agricultural activities, faecal contamination (pit latrines&#xd;
and septic storage), domestic waste on land, waste from concentrated livestock and natural&#xd;
processes such as microbial interference, weathering and dissolution. Preventive and mitigation&#xd;
measures to minimise such risks are indispensable.&#xd;
DA  - 2021-11&#xd;
DB  - ResearchSpace&#xd;
DP  - Univen&#xd;
KW  - Water Quality Index&#xd;
KW  - Health Risk Assessment&#xd;
KW  - Hydrogeochemistry&#xd;
KW  - Correlation&#xd;
KW  - Quantitative Microbial Risk Assessment&#xd;
LK  - https://univendspace.univen.ac.za&#xd;
PY  - 2021&#xd;
T1  - Assessment of health risk association with groundwater from Collins Chabane and Makhado Municipality of Vhembe District&#xd;
TI  - Assessment of health risk association with groundwater from Collins Chabane and Makhado Municipality of Vhembe District&#xd;
UR  - http://hdl.handle.net/11602/1830&#xd;
ER  - &#xd;
</dim:field>
   <dim:field mdschema="dc" element="description" lang="en_ZA">MESHWR</dim:field>
   <dim:field mdschema="dc" element="description">Department of Hydrology and Water Resources</dim:field>
   <dim:field mdschema="dc" element="description" qualifier="abstract" lang="en_ZA">Water is essential to life, but many people lack access to clean and safe drinking water, and many&#xd;
die of preventable waterborne diseases. The study conducted assessed groundwater vulnerability to&#xd;
Physico-chemical and microbial contamination across the Collins Chabane and Makhado&#xd;
Municipality. A three-set of samples (for metals, non-metals and microbial analysis) were randomly&#xd;
collected from twenty (20) primary schools, fifteen (15) private boreholes, and three (3) communal&#xd;
boreholes of Vhembe district, Limpopo province, South Africa. The physicochemical water quality&#xd;
parameters (pH, EC, and TDS) were measured using the YSI Professional Plus meter . At the same&#xd;
time, turbidity and salinity were measured using an Orbeco-Hellige portable turbidimeter and&#xd;
Extech multimeter, respectively. The physicochemical parameters measure in the field comply with&#xd;
the recommended standard set by South African Nation Standard SANS (2015) apart from the pH&#xd;
value detected in one sample collected in the wet season. Nitrate concentration (2.03–1532 mg/L)&#xd;
was obtained in high values in the most sample in the wet season. Some boreholes can have a&#xd;
noticeable taste due to chloride concentration (14.12–690 mg/L).&#xd;
The following metals Cd, Pb, Hg, As, Al, Mn, Fe, Co, Ni, Cu, Cr and Zn, Ca, K, Mg, and Na were&#xd;
analysed using an Inductively coupled plasma Mass spectrometer. The analytical results for major&#xd;
cations i.e., Ca, Mg, K and Na range between 14.20 – 349 mg/L, 11.40 – 309 mg/L, 0.49–12.80&#xd;
mg/L, and 13.60 – 97.80 mg/L, respectively. The high concentration of Ca and Mg recorded in&#xd;
some of the sites exceeded the recommended limit set by DWAF (1996) and WHO (2015). The&#xd;
analytical results of heavy metal indicated that Ni (16.35 – 308.53 μg/L), Cr (27.46 – 72.84 μg/L),&#xd;
and Al (0.14 – 0.76 mg/L) were above the standard limits of SANS 241 (2015) in some of the sites.&#xd;
The membrane filtration method was employed to determine faecal indicator organisms. The results&#xd;
obtained for E. coli ranged between 0.0 – 76 cfu/100 ml in the dry season, while numerous values&#xd;
were detected for total coliform in both dry and wet season. All borehole failed to comply with&#xd;
SANS 241 and WHO standard limit in terms of total coliform while, 42.11% of borehole failed to&#xd;
comply with SANS 241 in terms of E. coli.&#xd;
Groundwater geochemistry was evaluated through Gibb’s diagram and Piper plot. The most&#xd;
dominant water type across all groundwater sample was Mg-HCO3 (40.79%, n=76) and Mg-Cl&#xd;
water type (38.16%, n=76) throughout the study period. Twenty one parameters (pH, EC, Cl-, NO3-&#xd;
, F-, SO4-2, HCO3-, Ca, Mg, K Na, Total Hardness as CaCO3, Cr, Mn, Co, Ni, Cu, Zn, Hg, Pb and&#xd;
Fe) were taken into consideration for the computation of water quality index (WQI). The WQI&#xd;
values of the selected school, household, and communal samples (50-103 and 25-101, 26-485 and&#xd;
21-442, and 35-57 and 50-56, respectively) fell between the excellent to poor, excellent to&#xd;
unsuitable and excellent to good water based on the physico-chemical parameters used during dry&#xd;
and wet season, respectively. Some household samples had poor (21.43%), and unsuitable water&#xd;
(10.71%) during the assessment period. Nitrate was the principal element with enormously high&#xd;
concentrations that violated the WHO and SANS 241 permissible limit for drinking purpose which&#xd;
caused high levels of WQI. The source of contamination could be anthropogenic activities.&#xd;
Human health risk associated with the water quality parameters assessed was calculated using noncarcinogenic&#xd;
effects using hazard quotient toxicity potential (HQing), cumulative hazard index (HI)&#xd;
and daily human exposure dose (Ding) of drinking water through ingestion pathway. The computed&#xd;
non-carcinogenic effects (HQing) and HI for children and adult were ≥1 throughout the assessment.&#xd;
The main contributors to non-carcinogenic health risks in this investigation were Cr, Hg, and As.&#xd;
The carcinogenic risk assessment evaluated from selected heavy metals (Cr, Cd, Hg, Pb and As)&#xd;
exceeded the suggested potential risk limits apart from As and Hg for Adult in Dry season. Cr and&#xd;
Pb were above the carcinogenic indices of 1E-04 and 1E-06 throughout the season. Hence, these&#xd;
parameters can pose potential risk to both age group. Therefore, preventive measure should be&#xd;
implemented to prevent long term cumulative exposure risk. Quantitative microbial risk assessment&#xd;
(QMRA) was carried out to determine the risks of infection and illness due to consumption of&#xd;
groundwater. The estimation of QMRA indices values suggest that school boreholes had higher&#xd;
risk of infection than household and communal sites. Highest risk of infection has been detected&#xd;
during the month of November (wet season) in 2019. Only 30% school boreholes had an extremely&#xd;
high annual risk (90.52-100% probability) of E. coli infections to children. High probability values&#xd;
(90.5-100% probability) for annual risk of infection in all age group has been observed in 35.90%&#xd;
school samples throughout the assessment. Only 10.26% of school samples had annual risk of&#xd;
illness probability value of 35% in all age group. The annual risk of E. coli infections and illness&#xd;
was high in household site with 100% and 35% for all age group respectively. Meanwhile, 80.94&#xd;
and 28.33% were the highest maximum values assessed for infection and illness in communal site.&#xd;
The estimation of QMRA indices suggest groundwater from the investigated study being a hazard.&#xd;
The methods of analysis in this study, suggested possible contamination of groundwater by&#xd;
anthropogenic activities such as small-scale agricultural activities, faecal contamination (pit latrines&#xd;
and septic storage), domestic waste on land, waste from concentrated livestock and natural&#xd;
processes such as microbial interference, weathering and dissolution. Preventive and mitigation&#xd;
measures to minimise such risks are indispensable.</dim:field>
   <dim:field mdschema="dc" element="description" qualifier="sponsorship" lang="en_ZA">NRF</dim:field>
   <dim:field mdschema="dc" element="format" qualifier="extent">1 online resource (xiv, 156 leaves) : color illustrations, color maps</dim:field>
   <dim:field mdschema="dc" element="language" qualifier="iso" lang="en_ZA">en</dim:field>
   <dim:field mdschema="dc" element="rights">University of Venda</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en_ZA">Water Quality Index</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en_ZA">UCTD</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en_ZA">Health Risk Assessment</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en_ZA">Hydrogeochemistry</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en_ZA">Correlation</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en_ZA">Quantitative Microbial Risk Assessment</dim:field>
   <dim:field mdschema="dc" element="subject" qualifier="ddc">551.490968257</dim:field>
   <dim:field mdschema="dc" element="subject" qualifier="lcsh">Groundwater -- South Africa -- Limpopo</dim:field>
   <dim:field mdschema="dc" element="subject" qualifier="lcsh">Water -- South Africa -- Limpopo</dim:field>
   <dim:field mdschema="dc" element="subject" qualifier="lcsh">Hydrogeology -- South Africa -- Limpopo</dim:field>
   <dim:field mdschema="dc" element="subject" qualifier="lcsh">Groundwater Health aspects -- South Africa -- Limpopo</dim:field>
   <dim:field mdschema="dc" element="subject" qualifier="lcsh">Groundwater -- Pollution -- South Africa -- Limpopo</dim:field>
   <dim:field mdschema="dc" element="subject" qualifier="lcsh">Groundwater -- Quality</dim:field>
   <dim:field mdschema="dc" element="title" lang="en_ZA">Assessment of health risk association with groundwater from Collins Chabane and Makhado Municipality of Vhembe District</dim:field>
   <dim:field mdschema="dc" element="type" lang="en_ZA">Dissertation</dim:field>
   <dim:field mdschema="others" element="access-status">open.access</dim:field>
</dim:dim></metadata></record></GetRecord></OAI-PMH>