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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1771
Analysis of Groundwater Quality in Al Zoroub and Al Buraimi, Oman
Using Remote Sensing and GIS Technology
Zayid Khalifa1, Saif Rashid Alkaabi2, Tauseef Ahmad Ansari3, Musthafa Ibrahim4
Student1, University of Buraimi, Oman.
Student2, University of Buraimi, Oman.
Assistant Professor3, University of Buraimi, Oman.
Lecturer4, University of Buraimi, Oman.
-----------------------------------------------------------------------------***------------------------------------------------------------------------------
Abstract:
In Oman, groundwater is the most significant source of water. As a result, the Sultanate of Oman has placed a high
value on water resources in terms of their sources, efficiency, and ways to rationalize consumption. The study deals with
groundwater quality analysis in Al Zoroub and in Al Buraimi city. In this research, the groundwater samples were collected
from 20 groundwater monitoring wells. The spatiotemporal maps of various groundwater quality parameters were generated
to detect the changes in the groundwater quality from the year 2018 to 2021 in Al Zoroub and Al Buraimi city. The results
found that the pH value varies in the range of 7.30 to 8.52, Total Hardness (TH) 126.17 to 250.98 (mg/lit), Total Dissolved
Solids (TDS) 195.87 to 460.17 (mg/lit) and Fluoride (F) 0.03 to 0.67 (mg/lit). The results show a slight increase in the
groundwater quality parameter values but in permissible limits. The slight increase in the values in some of the areas may be
due to urbanization and industrialization and over withdrawal of groundwater for agriculture, domestic water supply in the
regions. Hence, the study suggests the authorities should develop a comprehensive water resources management strategies,
industrial, urban developments and in the agricultural areas.
Key words: Groundwater quality, land use/ land cover, water level, spatiotemporal, urbanisation etc.
Introduction:
Water quality is important not only for human beings but also for animals and vegetation habitat. Groundwater is the main
source of water in Oman (MRMEWR). Many factors such as lithology, soil, land use, domestic and industry waste and human
activities lead to contamination of the groundwater. Therefore, groundwater quality is a matter of serious concern, it is
necessary to keep physical and chemical parameters within its permissible limit. The increase in built-up area and population
causing withdrawal of groundwater at various locations in Oman would lead to scarcity of water. Due to rapid increase in
population and urbanization, and associated anthropogenic activities, in these regions, their groundwater resources are likely
to be polluted by various sources (Khattak et al. 2012; Kata et al. 2014; Li et al. 2014; Mohammed et al. 2017). Moreover, the
use of pesticides in agriculture, disposal of domestic and industry waste and dissolving of soil or rocks salts and minerals are
linked to contamination of aquifers (Al-Shidi, 2014; Ammar et al. 2021). Many environmental causes, such as weathering and
dissolving of soil or rocks salts and minerals, as well as human activity, have direct and indirect effects on groundwater quality
resulting in pollution. Water quality parameters act as an indicator of contamination of groundwater. This technology provides
a platform to build spatial information into a well- organized database and thus facilitates systematic handling of data to
generate hydro-chemical information in a user desired format. (Kantharaja et al., 2012). In this study, the ground water quality
data of the last 4 years was collected from 20 wells situated in Al Zoroub and in Al Buraimi. Here, Bicarbonate Alkalinity,
Calcium (Ca++), Chloride (Cl), Magnesium (Mg++), Total Alkalinity, Total hardness (CaCO3), Total Dissolved solid, pH value,
Fluoride (F), Sodium (Na) etc values are analysed in Geographical Information System (GIS) environment.
Study area:
This study is carried out in Al Zoroub and Al Buraimi city. The total 20 groundwater monitoring wells are situated in area as
shown in Figure 1. Al-Zoroub is located near Khotom Ashiklla, south of Mahdah District, southeast of Al-Buraimi. The
coordinates of the area are 395000N and 268000E (Figure 1).
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1772
Figure 1: Location of the groundwater monitoring wells
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1773
Methodology adopted:
Groundwater samples were collected from 20 wells situated in Al Zoroub and Al Buraimi city. These samples have physical
and chemical parameter like Bicarbonate Alkalinity, Calcium (Ca++), Chloride (Cl-), Magnesium (Mg++), Total Alkalinity, Total
hardness (CaCO3), Total Dissolved solid (TDS), pH value, Fluoride (F), Sodium (Na) etc. In the first stage, the study area was
finalised to collect the groundwater quality samples by selecting the 20 wells in the Al Zouroub and Al Buraimi area. The
satellite image was captured from Google earth to locate the wells. Thereafter, image was georeferenced in the Arc GIS
software and wells demarcated on the satellited image. The value of all parameters was attributed with respective wells. In the
last stage, the (IDW) method of interpolation is applied to generate the thematic map in Arc GIS software. All thematic maps
and graphs were generated which shows the trends of groundwater quality parameters with arial extent in the Al Zoroub and
Al Buraimi region (Figure 2).
Figure 2: Methodology adopted for the study
Results and Discussion:
The spatial and temporal map of the groundwater quality parameters has been generated for the pH value, Total Hardness
(CaCO3), Total Dissolved Solids (TDS), Fluoride (F) from the year 2018 to 2021 for Al Zoroub and Al Buraimi area. Also, the
graph of temporal variation of 10 groundwater quality parameters is generated from 2018 to 2021. The pH value in 2018 and
2019 was in the range of 7.32 to 8.32 while it is slightly increased in the year 2021 from 7.94 to 8.51 on pH scale as shown in
Figure 3.
Selection of the study
area
(Al Zoroub
and Al Buraimi)
Collection of
groundwater sample
values
Georeferencing of
satellite image captured
from Google earth pro
Locating of
observation wells
Assigning values
in attribute table
of all wells
Generation of thematic map of all
groundwater quality parameters at
various arial extent
Inverse Distance
Weighted Method
applied
Generation of graph from 2018 to 20121
showing temporal variation of groundwater
quality parameters
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1774
Figure 3. pH value over the study area from 2018 to 2021.
The value of total hardness was in the range of 126 to 234 mg/lit in the year 2018 but in the year 2021 it has increased up to
460 mg/lit at higher side as shown in Figure 4.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1775
Figure 4. The value of total hardness over the study area from 2018 to 2021.
The value of total dissolved solids was in the range of 195 to 405 mg/lit in the year 2018 but it is increased up to 430 to 460
mg/lit in the year 2021 in the area as shown in Figure 5.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1776
Figure 5. The value of total dissolved over the study area from 2018 to 2021
The value of fluoride was in the range of 0.03 to 0.32 in the year 2018 and changed in the range of 0.06 to o.67 mg/lit as
shown in Figure 6.
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1777
Figure 6. The value of fluoride over the study area from 2018 to 2021.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1778
The Table 1 shows the comparison of the results from the year 2018 to 2021 in the study area.
Table 1 The comparison of the results from the year 2018 to 2021.
Sr.No. Water quality
Parameters
Values in year
2018
Values in year
2021
Desirable Limits per Oman Standard (OS
8/2012) (mg/lit)
Lowest
value
(mg/lit)
Highest
value
(mg/lit)
Lowest
value
(mg/lit)
Highest
value
(mg/lit)
1 pH (in scale) 7.30 8.32 7.94 8.52 6.5-8 (natural water) 6.5 – 8.5 (desalinated
water) on pH scale
2 Total Hardness
(TH)
126.17 223.66 236.59 250.98 500 (mg/lit) (Maximum)
3 Total Dissolved
Solids (TDS)
195.87 405.55 181.59 460.17 1000 (mg/lit) (Maximum)
4 Fluoride (F) 0.03 0.32 0.06 0.67 1.5 (mg/lit) (Maximum)
Groundwater quality of different parameters in all wells:
The values of Bicarbonate Alkainity, Calcium (Ca++), Chloride (Cl-), Maganesiume (Mg++), Total Alkalinity, Total hardness
(CaCO3), TDS, pH value, Fluoride (F ), Sodium (Na) in the wells of code UB1, UB2, UB3, UB4, UB5, UB6, UB7, UB8, UB10, UB11,
UB12, UB13, UB15, UB16, UB17, UB19, UB20,UB21, UB22, UB23 are given in the graph.
Conclusion:
The overall results shows that the values are increasing very slowly. The reason may be over withdrawal of water from ground
in the study area. Also, the population, and urban development has increased in the region. It may be also concluded that, due
to the disposal of domestic and industrial waste may increase the values of these quality parameters. Hence the pH value, Total
Hardness (CaCO3), Total Dissolved Solids (TDS), Fluoride (F) from the year 2018 to 2021 has increased. It may be inferred
that the stage has come where the Government of Oman must take decisions for further improving the groundwater quality to
ensure quality under control in future.
Recommendations for future:
4 1. The various groundwater pollution sources must be identified all over the area.
5 2. Before disposal of industrial waste, quality parameters must be monitored.
6 3. Groundwater withdrawal must be restricted up to certain limit.
References:
Al-Shidi, Fahad Khalifa Rashid, "STUDY THE QUALITY OF GROUNDWATER OF AL-ZOROUP AREA IN MAHDAH STATE, THE
SULTANATE OF OMAN" (2014). eses. 12.
h>ps://scholarworks.uaeu.ac.ae/all_theses/12
Ammar Abulibdeh, Talal Al-Awadhi, Noura Al Nasiri, Ali Al-Buloshi, Montasser Abdelghani (2021) Spatiotemporal mapping of
groundwater salinity in Al-Batinah, Oman, Groundwater for Sustainable Development, Volume 12, 100551, ISSN 2352-
801X.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1779
Kantharaja D.C., T. K. Lakkundi, M. Basavanna, S. Manjappa (2012) Spatial analysis of fluoride concentration in groundwaters
of Shivani watershed area, Karnataka state, South India, through geospatial information system, Environ Earth Sci,
65:67–76. DOI 10.1007/s12665-011-1065-1
Kata M, Mohan R, Krishna K (2014) Hydrogeochemistry and quality assessment of groundwater around chromite-mineralized
areas in India. Environ Earth Sci 74(8):6591. doi:10.1007/s12665-014- 3479-z
Khattak MA, Ahmed N, Qazi MA, Izhar A, Ilyas S, Chaudhary MN, Khan MSA, Iqbal N, Waheed T (2012) Evaluation of ground
water quality for irrigation and drinking purposes of the areas adjacent to Hudiara Industrial Drain, Lahore, Pakistan.
Pak J Agric Sci 49(4):549–556.
Li R, Merchant JW, Chen X (2014) A geospatial approach for assessing groundwater vulnerability to nitrate contamination in
agricultural settings. Water Air Soil Pollut 225:2214. doi:10. 1007/s11270-014-2214-4
Mohammed Saif Al-Kalbani, Martin F. Price, Mushtaque Ahmed, Asma Abahussain, Timothy O’Higgins (2017) Environmental
quality assessment of groundwater resources in Al Jabal Al Akhdar, Sultanate of Oman. Appl Water Sci, 7:3539–3552 DOI
10.1007/s13201-017-0621-6
MRMEWR (Ministry of Regional Municipalities, Environment and Water Resources), Aflaj and Their Importance Report,
Muscat, Oman, 2000.

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Analysis of Groundwater Quality in Al Zoroub and Al Buraimi, Oman Using Remote Sensing and GIS Technology

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1771 Analysis of Groundwater Quality in Al Zoroub and Al Buraimi, Oman Using Remote Sensing and GIS Technology Zayid Khalifa1, Saif Rashid Alkaabi2, Tauseef Ahmad Ansari3, Musthafa Ibrahim4 Student1, University of Buraimi, Oman. Student2, University of Buraimi, Oman. Assistant Professor3, University of Buraimi, Oman. Lecturer4, University of Buraimi, Oman. -----------------------------------------------------------------------------***------------------------------------------------------------------------------ Abstract: In Oman, groundwater is the most significant source of water. As a result, the Sultanate of Oman has placed a high value on water resources in terms of their sources, efficiency, and ways to rationalize consumption. The study deals with groundwater quality analysis in Al Zoroub and in Al Buraimi city. In this research, the groundwater samples were collected from 20 groundwater monitoring wells. The spatiotemporal maps of various groundwater quality parameters were generated to detect the changes in the groundwater quality from the year 2018 to 2021 in Al Zoroub and Al Buraimi city. The results found that the pH value varies in the range of 7.30 to 8.52, Total Hardness (TH) 126.17 to 250.98 (mg/lit), Total Dissolved Solids (TDS) 195.87 to 460.17 (mg/lit) and Fluoride (F) 0.03 to 0.67 (mg/lit). The results show a slight increase in the groundwater quality parameter values but in permissible limits. The slight increase in the values in some of the areas may be due to urbanization and industrialization and over withdrawal of groundwater for agriculture, domestic water supply in the regions. Hence, the study suggests the authorities should develop a comprehensive water resources management strategies, industrial, urban developments and in the agricultural areas. Key words: Groundwater quality, land use/ land cover, water level, spatiotemporal, urbanisation etc. Introduction: Water quality is important not only for human beings but also for animals and vegetation habitat. Groundwater is the main source of water in Oman (MRMEWR). Many factors such as lithology, soil, land use, domestic and industry waste and human activities lead to contamination of the groundwater. Therefore, groundwater quality is a matter of serious concern, it is necessary to keep physical and chemical parameters within its permissible limit. The increase in built-up area and population causing withdrawal of groundwater at various locations in Oman would lead to scarcity of water. Due to rapid increase in population and urbanization, and associated anthropogenic activities, in these regions, their groundwater resources are likely to be polluted by various sources (Khattak et al. 2012; Kata et al. 2014; Li et al. 2014; Mohammed et al. 2017). Moreover, the use of pesticides in agriculture, disposal of domestic and industry waste and dissolving of soil or rocks salts and minerals are linked to contamination of aquifers (Al-Shidi, 2014; Ammar et al. 2021). Many environmental causes, such as weathering and dissolving of soil or rocks salts and minerals, as well as human activity, have direct and indirect effects on groundwater quality resulting in pollution. Water quality parameters act as an indicator of contamination of groundwater. This technology provides a platform to build spatial information into a well- organized database and thus facilitates systematic handling of data to generate hydro-chemical information in a user desired format. (Kantharaja et al., 2012). In this study, the ground water quality data of the last 4 years was collected from 20 wells situated in Al Zoroub and in Al Buraimi. Here, Bicarbonate Alkalinity, Calcium (Ca++), Chloride (Cl), Magnesium (Mg++), Total Alkalinity, Total hardness (CaCO3), Total Dissolved solid, pH value, Fluoride (F), Sodium (Na) etc values are analysed in Geographical Information System (GIS) environment. Study area: This study is carried out in Al Zoroub and Al Buraimi city. The total 20 groundwater monitoring wells are situated in area as shown in Figure 1. Al-Zoroub is located near Khotom Ashiklla, south of Mahdah District, southeast of Al-Buraimi. The coordinates of the area are 395000N and 268000E (Figure 1).
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1772 Figure 1: Location of the groundwater monitoring wells
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1773 Methodology adopted: Groundwater samples were collected from 20 wells situated in Al Zoroub and Al Buraimi city. These samples have physical and chemical parameter like Bicarbonate Alkalinity, Calcium (Ca++), Chloride (Cl-), Magnesium (Mg++), Total Alkalinity, Total hardness (CaCO3), Total Dissolved solid (TDS), pH value, Fluoride (F), Sodium (Na) etc. In the first stage, the study area was finalised to collect the groundwater quality samples by selecting the 20 wells in the Al Zouroub and Al Buraimi area. The satellite image was captured from Google earth to locate the wells. Thereafter, image was georeferenced in the Arc GIS software and wells demarcated on the satellited image. The value of all parameters was attributed with respective wells. In the last stage, the (IDW) method of interpolation is applied to generate the thematic map in Arc GIS software. All thematic maps and graphs were generated which shows the trends of groundwater quality parameters with arial extent in the Al Zoroub and Al Buraimi region (Figure 2). Figure 2: Methodology adopted for the study Results and Discussion: The spatial and temporal map of the groundwater quality parameters has been generated for the pH value, Total Hardness (CaCO3), Total Dissolved Solids (TDS), Fluoride (F) from the year 2018 to 2021 for Al Zoroub and Al Buraimi area. Also, the graph of temporal variation of 10 groundwater quality parameters is generated from 2018 to 2021. The pH value in 2018 and 2019 was in the range of 7.32 to 8.32 while it is slightly increased in the year 2021 from 7.94 to 8.51 on pH scale as shown in Figure 3. Selection of the study area (Al Zoroub and Al Buraimi) Collection of groundwater sample values Georeferencing of satellite image captured from Google earth pro Locating of observation wells Assigning values in attribute table of all wells Generation of thematic map of all groundwater quality parameters at various arial extent Inverse Distance Weighted Method applied Generation of graph from 2018 to 20121 showing temporal variation of groundwater quality parameters
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1774 Figure 3. pH value over the study area from 2018 to 2021. The value of total hardness was in the range of 126 to 234 mg/lit in the year 2018 but in the year 2021 it has increased up to 460 mg/lit at higher side as shown in Figure 4.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1775 Figure 4. The value of total hardness over the study area from 2018 to 2021. The value of total dissolved solids was in the range of 195 to 405 mg/lit in the year 2018 but it is increased up to 430 to 460 mg/lit in the year 2021 in the area as shown in Figure 5.
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1776 Figure 5. The value of total dissolved over the study area from 2018 to 2021 The value of fluoride was in the range of 0.03 to 0.32 in the year 2018 and changed in the range of 0.06 to o.67 mg/lit as shown in Figure 6.
  • 7. © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1777 Figure 6. The value of fluoride over the study area from 2018 to 2021. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072
  • 8. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1778 The Table 1 shows the comparison of the results from the year 2018 to 2021 in the study area. Table 1 The comparison of the results from the year 2018 to 2021. Sr.No. Water quality Parameters Values in year 2018 Values in year 2021 Desirable Limits per Oman Standard (OS 8/2012) (mg/lit) Lowest value (mg/lit) Highest value (mg/lit) Lowest value (mg/lit) Highest value (mg/lit) 1 pH (in scale) 7.30 8.32 7.94 8.52 6.5-8 (natural water) 6.5 – 8.5 (desalinated water) on pH scale 2 Total Hardness (TH) 126.17 223.66 236.59 250.98 500 (mg/lit) (Maximum) 3 Total Dissolved Solids (TDS) 195.87 405.55 181.59 460.17 1000 (mg/lit) (Maximum) 4 Fluoride (F) 0.03 0.32 0.06 0.67 1.5 (mg/lit) (Maximum) Groundwater quality of different parameters in all wells: The values of Bicarbonate Alkainity, Calcium (Ca++), Chloride (Cl-), Maganesiume (Mg++), Total Alkalinity, Total hardness (CaCO3), TDS, pH value, Fluoride (F ), Sodium (Na) in the wells of code UB1, UB2, UB3, UB4, UB5, UB6, UB7, UB8, UB10, UB11, UB12, UB13, UB15, UB16, UB17, UB19, UB20,UB21, UB22, UB23 are given in the graph. Conclusion: The overall results shows that the values are increasing very slowly. The reason may be over withdrawal of water from ground in the study area. Also, the population, and urban development has increased in the region. It may be also concluded that, due to the disposal of domestic and industrial waste may increase the values of these quality parameters. Hence the pH value, Total Hardness (CaCO3), Total Dissolved Solids (TDS), Fluoride (F) from the year 2018 to 2021 has increased. It may be inferred that the stage has come where the Government of Oman must take decisions for further improving the groundwater quality to ensure quality under control in future. Recommendations for future: 4 1. The various groundwater pollution sources must be identified all over the area. 5 2. Before disposal of industrial waste, quality parameters must be monitored. 6 3. Groundwater withdrawal must be restricted up to certain limit. References: Al-Shidi, Fahad Khalifa Rashid, "STUDY THE QUALITY OF GROUNDWATER OF AL-ZOROUP AREA IN MAHDAH STATE, THE SULTANATE OF OMAN" (2014). eses. 12. h>ps://scholarworks.uaeu.ac.ae/all_theses/12 Ammar Abulibdeh, Talal Al-Awadhi, Noura Al Nasiri, Ali Al-Buloshi, Montasser Abdelghani (2021) Spatiotemporal mapping of groundwater salinity in Al-Batinah, Oman, Groundwater for Sustainable Development, Volume 12, 100551, ISSN 2352- 801X.
  • 9. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 08 | Aug 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1779 Kantharaja D.C., T. K. Lakkundi, M. Basavanna, S. Manjappa (2012) Spatial analysis of fluoride concentration in groundwaters of Shivani watershed area, Karnataka state, South India, through geospatial information system, Environ Earth Sci, 65:67–76. DOI 10.1007/s12665-011-1065-1 Kata M, Mohan R, Krishna K (2014) Hydrogeochemistry and quality assessment of groundwater around chromite-mineralized areas in India. Environ Earth Sci 74(8):6591. doi:10.1007/s12665-014- 3479-z Khattak MA, Ahmed N, Qazi MA, Izhar A, Ilyas S, Chaudhary MN, Khan MSA, Iqbal N, Waheed T (2012) Evaluation of ground water quality for irrigation and drinking purposes of the areas adjacent to Hudiara Industrial Drain, Lahore, Pakistan. Pak J Agric Sci 49(4):549–556. Li R, Merchant JW, Chen X (2014) A geospatial approach for assessing groundwater vulnerability to nitrate contamination in agricultural settings. Water Air Soil Pollut 225:2214. doi:10. 1007/s11270-014-2214-4 Mohammed Saif Al-Kalbani, Martin F. Price, Mushtaque Ahmed, Asma Abahussain, Timothy O’Higgins (2017) Environmental quality assessment of groundwater resources in Al Jabal Al Akhdar, Sultanate of Oman. Appl Water Sci, 7:3539–3552 DOI 10.1007/s13201-017-0621-6 MRMEWR (Ministry of Regional Municipalities, Environment and Water Resources), Aflaj and Their Importance Report, Muscat, Oman, 2000.