Original Papers

Integrated statistical, hydrogeochemical and geospatial assessment of seasonal monsoon variations in groundwater quality of Landhi-Korangi area, Karachi, Sindh, Pakistan

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Published: 30 September 2026
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This study evaluates the groundwater quality in the Landhi-Korangi areas of Karachi, Pakistan, using an integrated approach combining statistical analysis, hydro-geochemical analysis, and geospatial techniques. Groundwater samples shows higher concentrations of parameters (TDS, Cl-, and SO42−) in pre-monsoon samples and higher concentrations of parameters (Na2+, hardness, TDS, and SO42−) in post-monsoon samples, both exceeding the WHO drinking water limits. Multivariate statistical techniques (PCA and correlation analysis) clearly reveal that groundwater chemistry is dominated by water-rock interaction involving dissolution of carbonate rocks and major ions (TDS, Ca2+, Mg2+, Cl−), with minor contributions from anthropogenic sources (industrial and sewage), while monsoonal recharge is dominated by dilution. Principal component analysis shows that pre-monsoon (81.97%) and post-monsoon (84.24%) variability is dominated by salinity and mineralization. Spatial analysis shows that, during the post-monsoon period, higher concentrations were observed in central and northwestern areas. In the post-monsoon period, these higher concentrations were shifted towards the central and eastern parts. Additionally, nitrate and sulfate levels were significantly elevated in the southeastern region. The hydrogeochemical analyses performed using the Piper, Gibbs, and Schoeller diagrams indicate that the groundwater in the Landhi-Korangi aquifer is dominated by the Na-Cl/SO4 type throughout the pre-monsoon and post-monsoon periods, suggesting salinization controlled by water-rock interaction and evaporation. Integrated spatial mapping and hydro-geochemical plots are used to evaluate the changes in groundwater interaction, hotspots, facies, ion distribution, and contamination.

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Abbas, M., Abbas, A., Seehar, T.H., et al. (2025). Assessment and future projections of groundwater depletion and seawater intrusion in the coastal aquifers of Karachi. Journal of Hydrology: Regional Studies, 62, 102962. https://doi.org/10.1016/j.ejrh.2025.102962 DOI: https://doi.org/10.1016/j.ejrh.2025.102962
Ahmad, I., Hasan, H., Jilani, M.M., et al. (2023). Mapping potential groundwater accumulation zones for Karachi city using GIS and AHP techniques. Environmental monitoring and assessment, 195(3), 381. https://doi.org/10.1007/s10661-023-10971-x DOI: https://doi.org/10.1007/s10661-023-10971-x
Ahmed, T., Ahmad, M.N., Sarwar, B.A., et al. (2023). Pre & post drinking water quality assessment from the filtration plants of various sectors in dha phase-ii, islamabad, pakistan. FUUAST Journal of Biology, 13(2), 75-86.
Ahmed, T., Sarwar, B.A., Sultana, R., et al. (2023). Application of Heavy Metal Pollution Index (HPI) for Assesment of Drinking Water Quality in Islamabad. https://doi.org/10.21203/rs.3.rs-2915961/v1 DOI: https://doi.org/10.21203/rs.3.rs-2915961/v1
Ahmed, T., Nayab, T., Nayyer, N., et al. (2024). A systematic approach for sustainable drinking water quality assessment using basic techniques in Islamabad, Pakistan. Journal of Natural & Applied Sciences Pakistan, 6(1), 1703-1714
Ahmed, T., Ahmad, M.N., Akhtar, S., et al. (2024). A Comprehensive Analysis Using The Heavy Metal Pollution Index (Hpi) For Assessing Drinking Water Quality In Islamabad. Journal Clean WAS (JCleanWAS), 8(2), 50-55. https://doi.org/10.26480/jcleanwas.02.2024.50.55 DOI: https://doi.org/10.26480/jcleanwas.02.2024.50.55
American Public Health Association. (1926). Standard methods for the examination of water and wastewater (Vol. 6). American Public Health Association.
Arslan, H. (2013). Application of multivariate statistical techniques in the assessment of groundwater quality in seawater intrusion area in Bafra Plain, Turkey. Environmental monitoring and assessment, 185(3), 2439-2452. https://doi.org/10.1007/s10661-012-2722-x DOI: https://doi.org/10.1007/s10661-012-2722-x
Athauda, S., Wang, Y., Hao, Z., et al. (2024). Geochemical assessment of the evolution of groundwater under the impact of seawater intrusion in the Mannar district of Sri Lanka. Water, 16(8), 1137. https://doi.org/10.3390/w16081137 DOI: https://doi.org/10.3390/w16081137
Atmanspacher, H., Martin, M. (2019). Correlations and how to interpret them. Information, 10(9), 272. https://doi.org/10.3390/info10090272 DOI: https://doi.org/10.3390/info10090272
Badeenezhad, A., Soleimani, H., Shahsavani, S., et al. (2023). Comprehensive health risk analysis of heavy metal pollution using water quality indices and Monte Carlo simulation in R software. Scientific Reports, 13(1), 15817. https://doi.org/10.1038/s41598-023-43161-3 DOI: https://doi.org/10.1038/s41598-023-43161-3
Baig, J.A., Kazi, T.G., Arain, M.B. et al. (2009). Evaluation of arsenic and other physico-chemical parameters of surface and groundwater of Jamshoro, Pakistan. Journal of hazardous materials, 166(2-3), 662-669. https://doi.org/10.1016/j.jhazmat.2008.11.069 DOI: https://doi.org/10.1016/j.jhazmat.2008.11.069
Berhe, B.A., Çelik, M., Dokuz, U. (2015). Investigation of irrigation water quality of surface and groundwater in the Kütahya plain, Turkey. Bulletin of the Mineral Research and Exploration, 150(150), 145-162. https://doi.org/10.19111/bmre.95431 DOI: https://doi.org/10.19111/bmre.95431
Bouchaou, L., Michelot, J.L., Qurtobi, M. et al. (2009). Origin and residence time of groundwater in the Tadla basin (Morocco) using multiple isotopic and geochemical tools. Journal of hydrology, 379(3-4), 323-338. https://doi.org/10.1016/j.jhydrol.2009.10.019 DOI: https://doi.org/10.1016/j.jhydrol.2009.10.019
Custodio, E. (2010). Coastal aquifers of Europe: an overview. Hydrogeology Journal, 18(1), 269-280. https://doi.org/10.1007/s10040-009-0496-1 DOI: https://doi.org/10.1007/s10040-009-0496-1
Darwesh, N., Allam, M., Meng, Q. et al. (2019). Using Piper trilinear diagrams and principal component analysis to determine variation in hydrochemical faces and understand the evolution of groundwater in Sidi Slimane Region, Morocco. Egyptian Journal of Aquatic Biology and Fisheries, 23(5 (Special Issue)), 17-30. https://doi.org/10.21608/EJABF.2019.63248 DOI: https://doi.org/10.21608/ejabf.2019.63248
Daud, M.K., Nafees, M., Ali, S. et al. (2017). Drinking water quality status and contamination in Pakistan. BioMed research international, 2017(1), 7908183. https://doi.org/10.1155/2017/7908183 DOI: https://doi.org/10.1155/2017/7908183
Dohare, D., Deshpande, S., Kotiya, A. (2014). Analysis of groundwater quality parameters: A review. Research Journal of Engineering Sciences ISSN, 2278, 9472.
EL Osta, M., Masoud, M., Niyazi, B. et al. (2025). Utilizing machine learning algorithms to improve predictions of groundwater quality indices for irrigation in an arid environment of Saudi Arabia. Environmental Earth Sciences, 84(13), 1-29. https://doi.org/10.1007/s12665-025-12388-w DOI: https://doi.org/10.1007/s12665-025-12388-w
Fosu, S., Nuamah-Amonoo, F.M., Sunkari, E.D., et al. (2025). Hydrogeochemical controls on groundwater salinization in a coastal aquifer, SE Ghana: Implications for seawater mixing and anthropogenic influences. Scientific African, 28, e02688. https://doi.org/10.1016/j.sciaf.2025.e02688 DOI: https://doi.org/10.1016/j.sciaf.2025.e02688
Franzese, M., Iuliano, A. (2018). Correlation analysis. In Encyclopedia of bioinformatics and computational biology: ABC of bioinformatics (Vol. 1, pp. 706-721). Elsevier. https://doi.org/10.1016/B978-0-12-809633-8.20358-0 DOI: https://doi.org/10.1016/B978-0-12-809633-8.20358-0
Gibbs, R.J. (1970). Mechanisms controlling world water chemistry. Science, 170(3962), 1088-1090. https://doi.org/10.1126/science.170.3962.108 DOI: https://doi.org/10.1126/science.170.3962.1088
Gogtay, N.J., Thatte, U.M. (2017). Principles of correlation analysis. Journal of the Association of Physicians of India, 65(3), 78-81.
Guenouche, F.Z., Mesbahi-Salhi, A., Zegait, R., et al. (2024). Assessing water quality in North-East Algeria: a comprehensive study using water quality index (WQI) and PCA. Water Practice & Technology, 19(4), 1232-1248. https://doi.org/10.2166/wpt.2024.073 DOI: https://doi.org/10.2166/wpt.2024.073
Hajji, S., Allouche, N., Bouri, S., et al. (2021). Assessment of seawater intrusion in coastal aquifers using multivariate statistical analyses and hydrochemical facies evolution-based model. International Journal of Environmental Research and Public Health, 19(1), 155. https://doi.org/10.3390/ijerph19010155 DOI: https://doi.org/10.3390/ijerph19010155
Hamid, G., Mallick, K.A., Bilal, M., et al. (2012). Geomorphology of Karachi with a brief note on its Vegetation. Int. J. Biol. Biotechnol, 9, 123-137.
Hannan, M., Lu, C., Waqas, M., et al. (2025). Regional heterogeneity in groundwater response driven by land-use transitions across Pakistan. Journal of Hydrology: Regional Studies, 62, 102958. https://doi.org/10.1016/j.ejrh.2025.102958 DOI: https://doi.org/10.1016/j.ejrh.2025.102958
Hao, P. (2019). Spatial analysis. The Wiley Blackwell Encyclopedia of Urban and Regional Studies, 1-7. https://doi.org/10.1002/9781118568446.eurs0306 DOI: https://doi.org/10.1002/9781118568446.eurs0306
Haque, S.J., Onodera, S.I., Shimizu, Y. (2013). An overview of the effects of urbanization on the quantity and quality of groundwater in South Asian megacities. Limnology, 14(2), 135-145. https://doi.org/10.1007/s10201-012-0392-6 DOI: https://doi.org/10.1007/s10201-012-0392-6
Hartanto, P., Alam, B.Y.C.S., Lubis, R.F., & Hendarmawan, H. (2021). The origin and quality of the groundwater of the Rawadanau basin in Serang Banten, Indonesia. Rudarsko-geološko-naftni zbornik, 36(2), 11-24. https://doi.org/10.17794/rgn.2021.2.2 DOI: https://doi.org/10.17794/rgn.2021.2.2
Hashmi, S., Kanwal, H., Ghazal, L., Arsalan, M. (2023). Spatial Distribution Analysis and Mapping of Groundwater Quality of Malir and Landhi Town, Karachi. Pakistan Journal of Scientific & Industrial Research Series A: Physical Sciences, 66(2). DOI: https://doi.org/10.52763/PJSIR.PHYS.SCI.66.2.2023.169.179
Hussein, H., El Maghraby, M.M., Abu Salem, H.S. (2024). Application of water quality index and statistical-hydrochemical techniques in groundwater assessment of the Quaternary aquifer, southwest Nile Delta of Egypt. Applied Water Science, 14(6), 143. https://doi.org/10.1007/s13201-024-02189-0 DOI: https://doi.org/10.1007/s13201-024-02189-0
Ibrahim, A., Ismail, A., Juahir, H., et al. (2023). Water quality modelling using principal component analysis and artificial neural network. Marine Pollution Bulletin, 187, 114493. https://doi.org/10.1016/j.marpolbul.2022.114493 DOI: https://doi.org/10.1016/j.marpolbul.2022.114493
Ismail, E., Snousy, M.G., Alexakis, D.E., et al. (2023). Diagnosis of groundwater quality in North Assiut Province, Egypt, for drinking and irrigation uses by applying multivariate statistics and hydrochemical methods. Water, 15(15), 2812. https://doi.org/10.3390/w15152812 DOI: https://doi.org/10.3390/w15152812
Javed, T., Sarwar, T., Ullah, I., et al. (2019). Evaluation of groundwater quality in district Karak Khyber Pakhtunkhwa, Pakistan. Water Science, 33(1), 1-9. https://doi.org/10.1080/11104929.2019.1626630 DOI: https://doi.org/10.1080/11104929.2019.1626630
Javid, K., Akram, M., Mumtaz, M., et al. (2019). Modeling and mapping of climatic classification of Pakistan by using remote sensing climate compound index (2000 to 2018). Applied Water Science, 9(7), 1-9. https://doi.org/10.1007/s13201-019-1028-3 DOI: https://doi.org/10.1007/s13201-019-1028-3
Jolliffe, I.T., Cadima, J. (2016). Principal component analysis: a review and recent developments. Philosophical transactions of the royal society A: Mathematical, Physical and Engineering Sciences, 374(2065), 20150202. https://doi.org/10.1098/rsta.2015.0202 DOI: https://doi.org/10.1098/rsta.2015.0202
Karim, M.R., Arham, M.A., et al. (2024). GIS based geostatistical modelling and trends analysis of groundwater quality for suitable uses in Dhaka division. Scientific Reports, 14(1), 17449. https://doi.org/10.1038/s41598-024-66567-z DOI: https://doi.org/10.1038/s41598-024-66567-z
Khan, A., Haider, S.W. Ground Water Quality Assessment of Landhi Industrial Area, Karachi, Pakistan. https://doi.org/10.5281/zenodo.10791173
Khan, A., Khan, A., Arif, S. (2022). Pre-monsoon Assessment of Ground Water Using Water Quality Index (WQI) of Shah Faisal Town, Malir River Basin, Karachi. https://doi.org/10.5281/zenodo.7052143
Khan, A., EghbalBakhtiari, A., Fengjiao, C., et al. (2017). Groundwater assessment of coastal aquifers in Karachi: impact of seawater intrusion. Int J Ground Sediment Water, 6, 248.
Khan, M. (2019). Impact of urbanization on water resources of Pakistan: a review. NUST Journal of Engineering Sciences 12(1): 1-8. https://doi.org/10.24949/njes.v12i1.230 DOI: https://doi.org/10.24949/njes.v12i1.230
Khan, M.K., Ayoub, W., Saied, S., et al. (2019). Statistical and geospatial assessment of groundwater quality in the megacity of karachi. Journal of Water Resource and Protection, 11(3), 311-332. https://doi.org/10.4236/jwarp.2019.113018 DOI: https://doi.org/10.4236/jwarp.2019.113018
Khan, M., Khan, W. (2020). Socioeconomic and recharge effect on spatial changes in the groundwater chemistry of Punjab, Pakistan: a multivariate statistical approach. SN Applied Sciences, 2(8), 1465. https://doi.org/10.1007/s42452-020-03255-3 DOI: https://doi.org/10.1007/s42452-020-03255-3
Khwaja, M.A., Aslam, A. (2018). Comparative assessment of Pakistan national drinking water quality standards with selected Asian countries and World Health Organization.
Kouzana, L., Benassi, R. (2010). Geophysical and hydrochemical study of the seawater intrusion in Mediterranean semi arid zones. Case of the Korba coastal aquifer (Cap-Bon, Tunisia). Journal of African Earth Sciences, 58(2), 242-254. https://doi.org/10.1016/j.jafrearsci.2010.03.005 DOI: https://doi.org/10.1016/j.jafrearsci.2010.03.005
Laoufi, A., Guettaia, S., Boudjema, A., et al. (2025). Seasonal groundwater quality analysis in a drought prone agricultural region using GIS and IWQI for nitrate contamination insights. Scientific Reports, 15(1), 22948. https://doi.org/10.1038/s41598-025-06884-z DOI: https://doi.org/10.1038/s41598-025-06884-z
Mahmood, S.N., Naeem, S. (2011). Studies on physico-chemical nature of groundwater of Korangi/Landhi (Karachi). Journal of The Chemical Society of Pakistan, 19(4), 38.
Manikandan, E., Rajmohan, N., Anbazhagan, S. (2020). Monsoon impact on groundwater chemistry and geochemical processes in the shallow hard rock aquifer. Catena, 195, 104766. https://doi.org/10.1016/j.catena.2020.104766 DOI: https://doi.org/10.1016/j.catena.2020.104766
Marandi, A., Shand, P. (2018). Groundwater chemistry and the Gibbs Diagram. Applied Geochemistry, 97, 209-212. https://doi.org/10.1016/j.apgeochem.2018.07.009 DOI: https://doi.org/10.1016/j.apgeochem.2018.07.009
Mashiatullah, A., Qureshi, R.M., Qureshi, N.A., et al. (2002). Groundwater salinity in coastal aquifer of Karachi, Pakistan. Science Vision, 7, 195-209.
Mashiatullah, A., Qureshi, R.M., Javed, T., et al. (2009). Isotopic investigation of saline water intrusion and related impacts on potable water quality in the coastal aquifer of Karachi, Pakistan. Origin of salinity and impacts on fresh groundwater resources: Optimisation of isotopic techniques, 81.
Meem, F.F., Rabbeny, A.K.S., Musa, T.B., et al., (2025). Groundwater salinity dynamics and seasonal water quality trends in coastal Bangladesh: a case study from Khulna. Applied Water Science, 15(11), 1-24. https://doi.org/10.1007/s13201-025-02595-y DOI: https://doi.org/10.1007/s13201-025-02595-y
Mukherjee, A. (2018). Overview of the groundwater of South Asia. In Groundwater of South Asia (pp. 3-20). Singapore: Springer Singapore. https://doi.org/10.1007/978-981-10-3889-1_1 DOI: https://doi.org/10.1007/978-981-10-3889-1_1
Nabeela, F., Azizullah, A., Bibi, R., et al. (2014). Microbial contamination of drinking water in Pakistan-a review. Environmental Science and Pollution Research, 21(24), 13929-13942. https://doi.org/10.1007/s11356-014-3348-z DOI: https://doi.org/10.1007/s11356-014-3348-z
Nasir, M.I., Abbasi, H.N., Zubair, A., et al. (2020). Seasonal Assessment of Water Quality by Statistical Analysis in the Coastal Area of Sindh, Pakistan. Pakistan Journal of Scientific & Industrial Research Series A: Physical Sciences, 63(2), 130-138. DOI: https://doi.org/10.52763/PJSIR.PHYS.SCI.63.2.2020.130.138
Naseem, S., Bano, S. (2025). Impact of Seawater Intrusion on Coastal Aquifers of Karachi, Pakistan: Impact of Seawater Intrusion on Coastal Aquifers of Karachi, Pakistan. International Journal of Economic and Environmental Geology, 16(2), 26-35. https://doi.org/10.46660/ijeeg.v16i2.543 DOI: https://doi.org/10.46660/ijeeg.v16i2.543
Nergis, Y., Sharif, M., Jamil, A., et al. (2025). Groundwater Dynamics in Karachi: Comparative Analysis of More than Two Decades of Extraction, Quality Changes, and Seawater Interruption in Water-Table.
Negm, A.M., Armanuos, A.M. (2016). GIS-based spatial distribution of groundwater quality in the Western Nile Delta, Egypt. In The Nile Delta (pp. 89-119). Cham: Springer International Publishing. https://doi.org/10.1007/698_2016_66 DOI: https://doi.org/10.1007/698_2016_66
Panjwani, S.K., Khuhawar, M.Y., Murtaza, G., et al. (2024). Water quality assessment of groundwater resources in rural areas of Karachi, Pakistan. Int J Adv Appl Sci, 13(4), 1065-1074. https://doi.org/10.11591/ijaas.v13.i4.pp1065-1074 DOI: https://doi.org/10.11591/ijaas.v13.i4.pp1065-1074
Patel PS, Pandya DM, Shah M. 2023. A holistic review on the assessment of groundwater quality using multivariate statistical techniques. Environmental Science and Pollution Research, 30(36), 85046-85070. https://doi.org/10.1007/s11356-023-27605-x DOI: https://doi.org/10.1007/s11356-023-27605-x
Ouarani, M., Ait Brahim, Y., Mulla, D., et al. (2023). A comprehensive overview of groundwater salinization and recharge processes in a semi-arid coastal aquifer (Essaouira, Morocco). Journal of Hydrology: Regional Studies, 49, 101501. https://doi.org/10.1016/j.ejrh.2023.101501 DOI: https://doi.org/10.1016/j.ejrh.2023.101501
Qureshi, A.S., McCornick, P.G., Sarwar, A., et al. (2010). Challenges and prospects of sustainable groundwater management in the Indus Basin, Pakistan. Water resources management, 24(8), 1551-1569. https://doi.org/10.1007/s11269-009-9513-3 DOI: https://doi.org/10.1007/s11269-009-9513-3
Rasheed, H., Altaf, F., Anwaar, K., et al. (2021). Drinking water quality in Pakistan: Current status and challenges. Pakistan Council of research in water resources (PCRWR), Islamabad. All rights reserved by PCRWR. The authors encourage fair use of this material for non-commercial purposes with proper citation, 141.
Ravenscroft, Peter & Lytton, L. (2022). Seeing the Invisible: A Strategic Report on Groundwater Quality http://hdl.handle.net/10986/37197. DOI: https://doi.org/10.1596/37197
Rafi, S., Niaz, O., Naseem, S., et al., (2019). Natural and anthropogenic sources of groundwater salinization in parts of karachi, pakistan: Natural and anthropogenic sources of groundwater salinization in parts of karachi, pakistan. International Journal of Economic and Environmental Geology, 10(1), 22-28. https://doi.org/10.46660/ijeeg.v10i1.305 DOI: https://doi.org/10.46660/ijeeg.v10i1.305
Rehman, A., Islam, F., Tariq. A., et al. (2024). Groundwater potential zone mapping using GIS and Remote Sensing based models for sustainable groundwater management. Geocarto International, 39(1), 2306275. https://doi.org/10.1080/10106049.2024.2306275 DOI: https://doi.org/10.1080/10106049.2024.2306275
Sadaf, R., Rajper, K.H., Ahmed, A., et al. 2023. Hydro Geochemical Characterization of Groundwater in Alluvial Plains of Lyari and Malir Rivers in Gulshan-e-Iqbal, Karachi. Pakistan Journal of Scientific & Industrial Research Series A: Physical Sciences, 66(1). DOI: https://doi.org/10.52763/PJSIR.PHYS.SCI.66.1.2023.81.94
Sappa, G., Ergul, S., Ferranti, F., et al. (2015). Effects of seasonal change and seawater intrusion on water quality for drinking and irrigation purposes, in coastal aquifers of Dar es Salaam, Tanzania. Journal of African Earth Sciences, 105, 64-84. https://doi.org/10.1016/j.jafrearsci.2015.02.007 DOI: https://doi.org/10.1016/j.jafrearsci.2015.02.007
Scott, E.R., Crone, E.E. (2021). Using the right tool for the job: the difference between unsupervised and supervised analyses of multivariate ecological data. Oecologia, 196(1), 13-25. https://doi.org/10.1007/s00442-020-04848-w DOI: https://doi.org/10.1007/s00442-020-04848-w
Shahab, A., Shihua, Q., Rashid, A., et al. (2016). Evaluation of water quality for drinking and agricultural suitability in the lower Indus plain in Sindh province, Pakistan. Polish Journal of Environmental Studies, 25(6). https://doi.org/10.15244/pjoes/63777 DOI: https://doi.org/10.15244/pjoes/63777
Shakoor, M.B., Niazi, N.K., Bibi, I., et al. (2015). Unraveling health risk and speciation of arsenic from groundwater in rural areas of Punjab, Pakistan. International journal of environmental research and public health, 12(10), 12371-12390. https://doi.org/10.3390/ijerph121012371 DOI: https://doi.org/10.3390/ijerph121012371
Shehzadi, R., Rafique, H.M., Abbas, I., et al. (2015). Assessment of drinking water quality of Tehsil Alipur, Pakistan. Desalination and Water Treatment, 55(8), 2253-2264. https://doi.org/10.1080/19443994.2014.934735 DOI: https://doi.org/10.1080/19443994.2014.934735
Shuja, S., Jaffar, M. (1998). Drinking water quality guideline values, chemical and physical aspects. Proceedings of the National Workshop on Quality of Drinking Water.
Singh, G., Wani, O.A., Egbueri, J.C., et al. (2023). Seasonal variation of the quality of groundwater resources for human consumption and industrial purposes in the central plain zone of Punjab, India. Environmental Monitoring and Assessment, 195(12), 1454. https://doi.org/10.1007/s10661-023-12039-2 DOI: https://doi.org/10.1007/s10661-023-12039-2
Slimene, I.B., Moussa, A.B., Geyer, S., et al. (2025). Geospatial mapping and multivariate statistical analysis for assessing groundwater quality in Bou Arada-El Aroussa plain, Northwestern Tunisia. Acque Sotterranee-Italian Journal of Groundwater, 14(1). https://doi.org/10.7343/as-2025-816 DOI: https://doi.org/10.7343/as-2025-816
Sohail, M.T., Hussan, A., Ehsan, M., et al. 2022. Groundwater budgeting of Nari and Gaj formations and groundwater mapping of Karachi, Pakistan. Applied water science, 12(12), 267. https://doi.org/10.1007/s13201-022-01795-0 DOI: https://doi.org/10.1007/s13201-022-01795-0
Stevenazzi, S., Masetti, M., Beretta, G.P. (2017). La valutazione della vulnerabilità degli acquiferi: dai metodi a zonazione omogenea ai metodi statistici nell’area di pianura lombarda. “Groundwater vulnerability assessment: from overlay methods to statistical methods in the Lombardy Plain area” Acque Sotterranee, 6(2), 1-11. https://doi.org/10.7343/as-2017-276 DOI: https://doi.org/10.7343/as-2017-276
Talib, M.A., Tang, Z., Shahab, A., et al., (2019). Hydrogeochemical characterization and suitability assessment of groundwater: a case study in Central Sindh, Pakistan. International journal of environmental research and public health, 16(5), 886. https://doi.org/10.3390/ijerph16050886 DOI: https://doi.org/10.3390/ijerph16050886
Tirmizi, O., Khan, S.D., Mirzaee, S., et al. (2023). Hazard potential in Southern Pakistan: A study on the subsidence and neotectonics of Karachi and surrounding areas. Remote Sensing, 15(5), 1290. https://doi.org/10.3390/rs15051290 DOI: https://doi.org/10.3390/rs15051290
Teng, W.C., Fong, K.L., Shenkar, D., et al. (2016). Piper diagram-A novel visualisation tool for process design. Chemical Engineering Research and Design, 112, 132-145. https://doi.org/10.1016/j.cherd.2016.06.002 DOI: https://doi.org/10.1016/j.cherd.2016.06.002
Telahigue, F., Mejri, H., Mansouri, B., et al. (2020). Assessing seawater intrusion in arid and semi-arid Mediterranean coastal aquifers using geochemical approaches. Physics and Chemistry of the Earth, Parts A/B/C, 115, 102811. https://doi.org/10.1016/j.pce.2019.10281 DOI: https://doi.org/10.1016/j.pce.2019.102811
Van Steenbergen, F., Oliemans, W. (2002). A review of policies in groundwater management in Pakistan 1950–2000. Water policy, 4(4), 323-344. https://doi.org/10.1016/S1366-7017(02)00006-5 DOI: https://doi.org/10.1016/S1366-7017(02)00006-5
World Health Organization (2004). Guidelines for drinking-water quality (Vol. 1). World health organization.
Yan, W., Li, J., Bai, X. (2016). Comprehensive assessment and visualized monitoring of urban drinking water quality. Chemometrics and intelligent laboratory systems, 155, 26-35. https://doi.org/10.1016/j.chemolab.2016.03.026 DOI: https://doi.org/10.1016/j.chemolab.2016.03.026
Zaineb, S., Bashir, M. (2024). Assessing Eight Years of Monsoon Rainfall Patterns in Karachi, Pakistan: Study of the Intense Rainfall Events. https://journal.50sea.com/index.php/IJIST/article/view/767 DOI: https://doi.org/10.33411/ijist/202462621631
Zeinalzadeh, K., Rezaei, E. (2017). Determining spatial and temporal changes of surface water quality using principal component analysis. Journal of Hydrology: Regional Studies, 13, 1-10. https://doi.org/10.1016/j.ejrh.2017.07.002 DOI: https://doi.org/10.1016/j.ejrh.2017.07.002
Zubair, A., Hussain, A., Farooq, M.A., et al. (2010). Impact of storm water on groundwater quality below retention/detention basins. Environmental monitoring and assessment, 162(1), 427-437. https://doi.org/10.1007/s10661-009-0807-y DOI: https://doi.org/10.1007/s10661-009-0807-y

How to Cite



Integrated statistical, hydrogeochemical and geospatial assessment of seasonal monsoon variations in groundwater quality of Landhi-Korangi area, Karachi, Sindh, Pakistan. (2026). Acque Sotterranee - Italian Journal of Groundwater, 15(3). https://doi.org/10.7343/as-2026-999