Python Based Estimation of Groundwater Quality Along Hudaira Drain
Keywords:
Ground water, Canadian Council of Ministers of the Environment Water Quality Index CCME (WQI), Geochemical process, Geographical Information System (GIS), Piper diagramAbstract
During periods of restricted access to fresh surface water, enterprises depend on underground water reserves to meet their growing demands. Groundwater is crucial for fulfilling the growing demands of families, agriculture, and industry. The degradation of groundwater quality has resulted from a combination of natural phenomena and human intervention, leading to the introduction of novel contaminants into the ecosystem. The current study utilized geospatial technology to investigate the geochemical properties and Water Quality Index (WQI) of groundwater along the Hudaira drain in the Lahore area of Pakistan. A total of thirty-six groundwater samples were taken at regular intervals of half and one kilometer along the Hudaira drain. The samples underwent analysis for twenty physio-chemical and metal parameters. The groundwater at the sites under investigation was classified into three categories: adequate (5.55%), acceptable (63.9%), and poor (30.6%), according to the WQI. The trilinear piper diagram was used to assess the salinity of water samples. Samples were segregated into two groups: the first group mainly consisted of calcium bicarbonate, whereas the second group contained calcium sodium bicarbonate salts in groundwater. The Gibbs diagram is employed to illustrate the prevailing influence of rock-water interactions in all groundwater samples. Elevated levels of salt lead to salinity issues and diminished agricultural output. This study demonstrated the harmful effect of drained water on groundwater in the Hudaira region, primarily through the processes of percolation and infiltration. Moreover, it can be inferred that the groundwater near the Hudaira drain is not fit for human consumption. Nevertheless, prolonged irrigation may give rise to issues associated with the accumulation of salt.
References
A. Kansal, N. A. Siddiqui, and A. Gautam, “Assessment of heavy metals and their interrelationships with some physicochemical parameters in eco-efficient rivers of Himalayan region,” Environ. Monit. Assess., vol. 185, no. 3, pp. 2553–2563, 2013, doi: 10.1007/s10661-012-2730-x.
S. S. D. Foster and P. J. Chilton, “Groundwater: The processes and global significance of aquifer degradation,” Philos. Trans. R. Soc. B Biol. Sci., vol. 358, no. 1440, pp. 1957–1972, 2003, doi: 10.1098/rstb.2003.1380.
H. Annapoorna and M. R. Janardhana, “Assessment of Groundwater Quality for Drinking Purpose in Rural Areas Surrounding a Defunct Copper Mine,” Aquat. Procedia, vol. 4, pp. 685–692, 2015, doi: 10.1016/j.aqpro.2015.02.088.
A. Javaid, S. R. Ahmad, and A. Qadir, “Health risk surveillance of arsenic in wastewater, groundwater, and agricultural land along Hudaira drain, Pakistan using GIS techniques,” Polish J. Environ. Stud., vol. 28, no. 2, pp. 681–692, 2019, doi: 10.15244/pjoes/81067.
R. T. Nickson, J. M. McArthur, B. Shrestha, T. O. Kyaw-Myint, and D. Lowry, “Arsenic and other drinking water quality issues, Muzaffargarh District, Pakistan,” Appl. Geochemistry, vol. 20, no. 1, pp. 55–68, 2005, doi: 10.1016/j.apgeochem.2004.06.004.
M. Jibreel et al., “Evaluation of drinking water quality at various public places in Lahore City Pakistan,” 2018.
N. Khatri and S. Tyagi, “Influences of natural and anthropogenic factors on surface and groundwater quality in rural and urban areas,” Front. Life Sci., vol. 8, no. 1, pp. 23–39, 2015, doi: 10.1080/21553769.2014.933716.
S. M. A. Adelana, T. A. Abiye, D. C. W. Nkhuwa, C. Tindimugaya, and M. S. Oga, “Urban groundwater management and protection in sub-saharan Africa,” Applied Groundwater Studies in Africa. Taylor & Francis, pp. 231–260, 2008. doi: 10.1201/9780203889497.pt3.
C. D. Butler, C. F. Corvalan, and H. S. Koren, “Human health, well-being, and global ecological scenarios,” Ecosystems, vol. 8, no. 2, pp. 153–162, 2005, doi: 10.1007/s10021-004-0076-0.
S. Selvam, G. Manimaran, P. Sivasubramanian, N. Balasubramanian, and T. Seshunarayana, “GIS-based Evaluation of Water Quality Index of groundwater resources around Tuticorin coastal city, south India,” Environ. Earth Sci., vol. 71, no. 6, pp. 2847–2867, 2014, doi: 10.1007/s12665-013-2662-y.
C. Thivya et al., “A study on the significance of lithology in groundwater quality of Madurai district, Tamil Nadu (India),” Environ. Dev. Sustain., vol. 15, no. 5, pp. 1365–1387, 2013, doi: 10.1007/s10668-013-9439-z.
P. Kibet, L. Lalit, and K. Richard, “Understanding water and land use within Tana and Athi River Basins in Kenya : opportunities for improvement,” Sustain. Water Resour. Manag., vol. 0, no. 0, p. 0, Sep. 2018, doi: 10.1007/s40899-018-0274-0.
S. Majeed, S. Rashid, A. Qadir, C. Mackay, and F. Hayat, “Spatial patterns of pollutants in water of metropolitan drain in Lahore, Pakistan, using multivariate statistical techniques,” Environ. Monit. Assess., vol. 190, no. 3, p. 128, 2018, doi: 10.1007/s10661-018-6504-y.
L. Limage, “ EFA Global Monitoring Report 2011: The Hidden Crisis; Armed Conflict and Education by EFA Global Monitoring Report team at UNESCO, Kevin Watkins, director of publication. Paris: UNESCO, 2011. 416 pp. ISBN 978-92-3-104191-4. ,” Comp. Educ. Rev., vol. 56, no. 1, pp. 180–183, 2012, doi: 10.1086/664429.
M. Baqar et al., “Occurrence, ecological risk assessment, and spatio-temporal variation of polychlorinated biphenyls (PCBs) in water and sediments along River Ravi and its northern tributaries, Pakistan,” Environ. Sci. Pollut. Res., vol. 24, no. 36, pp. 27913–27930, 2017, doi: 10.1007/s11356-017-0182-0.
J. Bellvert et al., “Airborne thermal imagery to detect the seasonal evolution of crop water status in peach, nectarine and Saturn peach orchards,” Remote Sens., vol. 8, no. 1, p. 39, Jan. 2016, doi: 10.3390/rs8010039.
N. Iqbal, F. Hossain, H. Lee, and G. Akhter, “Integrated groundwater resource management in Indus Basin using satellite gravimetry and physical modeling tools,” Environ. Monit. Assess., vol. 189, no. 3, p. 128, Mar. 2017, doi: 10.1007/s10661-017-5846-1.
A. T. Batayneh, “Toxic (aluminum, beryllium, boron, chromium and zinc) in groundwater: Health risk assessment,” Int. J. Environ. Sci. Technol., vol. 9, no. 1, pp. 153–162, 2012, doi: 10.1007/s13762-011-0009-3.
S. Krishna kumar, A. Logeshkumaran, N. S. Magesh, P. S. Godson, and N. Chandrasekar, “Hydro-geochemistry and application of water quality index (WQI) for groundwater quality assessment, Anna Nagar, part of Chennai City, Tamil Nadu, India,” Appl. Water Sci., vol. 5, no. 4, pp. 335–343, 2015, doi: 10.1007/s13201-014-0196-4.
S. R. Sundaraiah. R, L. K. D. Laxman Kumar. D, V. Bhoopathi, S. G. Sakram. G, S. E. Srinivas. E, and S. Sudarshan, “Assessing Groundwater Quality and its Suitability for Drinking and Irrigation Purposes in Kalwakurthy Area, Mahabubnagar District, Andhra Pradesh, India,” Int. J. Sci. Res., vol. 3, no. 3, pp. 30–33, 2012, doi: 10.15373/22778179/march2014/10.
I. Akoteyon and O. Soladoye, “Groundwater Quality Assessment in Eti-Osa, Lagos-Nigeria using Multivariate Analysis,” J. Appl. Sci. Environ. Manag., vol. 15, no. 1, 2011, doi: 10.4314/jasem.v15i1.65687.
G. Venkatesan and M. S. Senthil, “Groundwater quality mapping using geographic information system in Trichy district, Tamilnadu, India,” Water Sci. Technol. Water Supply, vol. 18, no. 6, pp. 2118–2132, 2018, doi: 10.2166/ws.2018.041.
S. Selvam, F. A. Dar, N. S. Magesh, C. Singaraja, S. Venkatramanan, and S. Y. Chung, “Application of remote sensing and GIS for delineating groundwater recharge potential zones of Kovilpatti Municipality, Tamil Nadu using IF technique,” Earth Sci. Informatics, vol. 9, no. 2, pp. 137–150, Jun. 2016, doi: 10.1007/s12145-015-0242-2.
W. Yousaf et al., “Erosion potential assessment of watersheds through GIS-based hypsometric analysis: a case study of Kurram Tangi Dam,” Arab. J. Geosci., vol. 11, no. 22, p. 711, 2018, doi: 10.1007/s12517-018-4059-4.
A. K. Saraf and P. R. Choudhury, “Integrated remote sensing and gis for groundwater exploration and identification of artificial recharge sites,” Int. J. Remote Sens., vol. 19, no. 10, pp. 1825–1841, 1998, doi: 10.1080/014311698215018.
A. Tiwari, P. Singh, and M. Mahato, “GIS-Based Evaluation of Water Quality Index of Groundwater Resources in West Bokaro coalfield, India,” Curr. World Environ., vol. 9, no. 3, pp. 843–850, 2014, doi: 10.12944/cwe.9.3.35.
N. S. Nathan, R. Saravanane, and T. Sundararajan, “Application of ANN and MLR Models on Groundwater Quality Using CWQI at Lawspet, Puducherry in India,” J. Geosci. Environ. Prot., vol. 05, no. 03, pp. 99–124, 2017, doi: 10.4236/gep.2017.53008.
F. Babaei Semirom, A. H. Hassan, A. Torabia, A. R. Karbass, and F. Hosseinzadeh Lotf, “Water quality index development using fuzzy logic: A case study of the Karoon River of Iran,” African J. Biotechnol., vol. 10, no. 50, pp. 10125–10133, 2011, doi: 10.5897/ajb11.1608.
B. Nazari, A. Liaghat, M. R. Akbari, and M. Keshavarz, “Irrigation water management in Iran: Implications for water use efficiency improvement,” Agric. Water Manag., vol. 208, pp. 7–18, Sep. 2018, doi: 10.1016/j.agwat.2018.06.003.
A. A. Khan, R. Paterson, and H. Khan, “Modification and application of the Canadian Council of Ministers of the Environment Water Quality Index (CCME WQI) for the communication of drinking water quality data in Newfoundland and Labrador,” Water Qual. Res. J. Canada, vol. 39, no. 3, pp. 285–293, 2004, doi: 10.2166/wqrj.2004.039.
A. Malik, S. Jadoon, M. I. Latif, and M. Arooj, “Assessment of Heavy Metals in Fodder Crops Leaves Being Raised with Hudiara Drain Water (Punjab-Pakistan),” Int. J. Adv. Eng. Res. Sci., vol. 4, no. 5, pp. 93–102, 2017, doi: 10.22161/ijaers.4.5.16.
S. Haydar, H. Haider, O. Nadeem, G. Hussain, I. Jalees, and A. Qadeer, “Effect of Hudiara drain on the quality of groundwater in the housing schemes of Lahore,” J. Fac. Eng. Technol., vol. 21, no. 2, pp. 119–134, 2014.
A. Hamid, M. Zeb, A. Mehmood, S. Akhtar, and S. Saif, “Assessment of wastewater quality of drains for irrigation,” 2013.
S. Kanwal and S. Roshaan Ali, “Lahore’s Groundwater Depletion-A Review of the Aquifer Susceptibility to Degradation and its Consequences Climate Change View project UNESCO Sponsored Project-Strategic Strengthening of Flood Warning and Management Capacity of Pakistan-Phase II (Extending,” 2015.
M. Yamin and N. Ahmad, “Influence of Hudiara Drain Water Irrigation on Trace Elements Load In Soil And Uptake By Vegetables,” J. Appl. Sci. Environ. Manag., vol. 11, no. 2, 2010, doi: 10.4314/jasem.v11i2.55029.
S. R. Kashif, M. Akram, M. Yaseen, and S. Ali, “Studies on heavy metals status and their uptake by vegetables in adjoining areas of Hudiara drain in Lahore,” Soil Env., vol. 28, no. 1, pp. 7–12, 2009.
M. A. Khattak et al., “Evaluation of ground water quality for irrigation and drinking purposes of the areas adjacent to Hudiara Industrial Drain, Lahore, Pakistan,” Pakistan J. Agric. Sci., vol. 49, no. 4, pp. 549–556, 2012.
R. Khan and D. C. Jhariya, “Groundwater quality assessment for drinking purpose in Raipur city, Chhattisgarh using water quality index and geographic information system,” J. Geol. Soc. India, vol. 90, no. 1, pp. 69–76, 2017, doi: 10.1007/s12594-017-0665-0.
N. S. Magesh, N. Chandrasekar, and J. P. Soundranayagam, “Delineation of groundwater potential zones in Theni district, Tamil Nadu, using remote sensing, GIS and MIF techniques,” Geosci. Front., vol. 3, no. 2, pp. 189–196, 2012, doi: 10.1016/j.gsf.2011.10.007.
C. Sadashivaiah, C. R. Ramakrishnaiah, and G. Ranganna, “Hydrochemical analysis and evaluation of groundwater quality in Tumkur Taluk, Karnataka State, India,” Int. J. Environ. Res. Public Health, vol. 5, no. 3, pp. 158–164, 2008, doi: 10.3390/ijerph5030158.
S. Adnan and J. Iqbal, “Spatial analysis of the groundwater quality in the Peshawar district, Pakistan,” Procedia Eng., vol. 70, pp. 14–22, 2014, doi: 10.1016/j.proeng.2014.02.003.
S. Mukate, D. Panaskar, V. Wagh, A. Muley, C. Jangam, and R. Pawar, “Impact of anthropogenic inputs on water quality in Chincholi industrial area of Solapur, Maharashtra, India,” Groundw. Sustain. Dev., vol. 7, pp. 359–371, 2018, doi: 10.1016/j.gsd.2017.11.001.
M. Vasanthavigar et al., “Application of water quality index for groundwater quality assessment: Thirumanimuttar sub-basin, Tamilnadu, India,” Environ. Monit. Assess., vol. 171, no. 1–4, pp. 595–609, 2010, doi: 10.1007/s10661-009-1302-1.
N. Subba Rao, “Seasonal variation of groundwater quality in a part of Guntur District, Andhra Pradesh, India,” Environ. Geol., vol. 49, no. 3, pp. 413–429, 2006, doi: 10.1007/s00254-005-0089-9.
R. Khosravi et al., “Use of geographic information system and water quality index to assess groundwater quality for drinking purpose in Birjand city, Iran,” Desalin. Water Treat., vol. 67, pp. 74–83, 2017, doi: 10.5004/dwt.2017.20458.
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