Investigation of Total Hardness Parameter Removal in Şamran Karst Spring Water with Fixed Bed Adsorption Column System (Gürpınar, Van)
Year 2025,
Volume: 30 Issue: 2, 663 - 682, 31.08.2025
Muhammed Fatih Doğrar
,
Erkan Dişli
Abstract
In this study, a column adsorption method was applied under laboratory conditions to remove the total hardness (TH) of water obtained from the Şamran Karst Spring (Gürpınar, Van). According to the total hardness classification of Sawyer and McCarthy, the Şamran Spring is classified as "very hard water" with TH values measured between 374.12 mg CaCO₃/L and 614.40 mg CaCO₃/L. Quartz sand was used as the adsorbent material in the column experiments. The experimental data obtained from the column adsorption studies were evaluated using three different mathematical models (Adams-Bohart, Yoon-Nelson, and Thomas), and the results indicated that the adsorption process best fit the Adams-Bohart model with a correlation coefficient (R²) of 0.97. The structural characteristics of the adsorbent before and after adsorption were examined using FTIR and SEM analyses, thereby revealing the typical surface properties of the adsorbent. Among the experiments conducted, the highest TH removal was achieved using a column packed with quartz sand of 1-2 mm particle size, resulting in a removal efficiency of 18.68%.
References
-
Açışlı, Ö. (2019). Doum palm meyve kabuklarından aktif karbon üretimi ve karakterizasyonu. Avrupa Bilim ve Teknoloji Dergisi, (16), 544-551. https://doi.org/10.31590/ejosat.574830
-
Ahn, M. K., Chilakala, R., Han, C., & Thenepalli, T. (2018). Removal of hardness from water samples by a carbonation process with a closed pressure reactor. Water, 10(1), 54. https://doi.org/10.3390/w10010054
-
Akram, S., & Rehman, F. (2018). Hardness in drinking-water, its sources, its effects on humans and its household treatment. Journal of Chemistry &Applications, 4(1), 1-4.
-
Aksu, Z., & Gönen, F. (2004). Biosorption of phenol by immobilized activated sludge in a continuous packed bed: prediction of breakthrough curves. Process Biochemistry, 39(5), 599-613. https://doi.org/10.1016/S0032-9592(03)00132-8
-
Ali, J. K., Ghaleb, H., Arangadi, A. F., Le, T. P. P., Moraetis, D., Pavlopoulos, K., & Alhseinat, E. (2023). Comprehensive assessment of the capacity of sand and sandstone from aquifer vadose zone for the removal of heavy metals and dissolved organics. Environmental Technology & Innovation, 29, 102993, https://doi.org/10.1016/j.eti.2022.102993
-
Amran, T., Mohd, T., Bohairah, T. A., & Jaafar, M. Z. (2022). Characterization of quartz sand as an adsorbent for anionic surfactant adsorption with presences of alkaline and polymer. Chemical Engineering Transactions, 95, 283-288. https://doi.org/10.3303/CET2295048
-
Aydın, H., Ekmekçi, M., Tezcan, L., Dişli, E., Aksoy, N., Yalçın, M. P., & Özcan, G. (2009). Gürpınar karst su kaynaklarının potansiyelinin belirlenmesi ve sürdürülebilir yönetim açısından değerlendirilmesi. Tübitak-Çaydağ, Proje No: 106Y040, 200 s.
-
Bibiano-Cruz, L., Garfias, J., Salas-García, J., Martel, R., & Llanos, H. (2016). Batch and column test analyses for hardness removal using natural and homoionic clinoptilolite: breakthrough experiments and modeling. Sustainable Water Resources Management, 2(2), 183-197. https://doi.org/10.1007/s40899-016-0050-y
-
Bindhu, B. K., Shaji, H., Kuruvila, K. J., Nazerine, M., & Shaji, S. (2021). Removal of total hardness using lowcost adsorbents. In IOP Conference Series: Materials Science and Engineering (Vol. 1114, No. 1, p. 012089). IOP Publishing. https://doi.org/10.1088/1757-899X/1114/1/012089
-
Bohart, G. S., & Adams, E. Q. (1920). Some aspects of the behavior of charcoal with respect to chlorine. Journal of the American Chemical Society, 42(3), 523-544. https://doi.org/10.1021/ja01448a018
-
Boysan, F., & Şengörür, B. (2009). Su sertliğinin insan sağlığı için önemi. SAÜ Fen Bilimleri Dergisi, 13(1), 7-10.
-
Calero, M., Hernáinz, F., Blázquez, G., Tenorio, G., & Martín-Lara, M. A. (2009). Study of Cr (III) biosorption in a fixed-bed column. Journal of Hazardous Materials, 171(1-3), 886-893. https://doi.org/10.1016/j.jhazmat.2009.06.082
-
Caraballo, M. A., Macías, F., Nieto, J. M., & Ayora, C. (2016). Long term fluctuations of groundwater mine pollution in a sulfide mining district with dry Mediterranean climate: implications for water resources management and remediation. Science of the Total Environment, 539, 427-435. https://doi.org/10.1016/j.scitotenv.2015.08.156
-
Chen, S., Yue, Q., Gao, B., Li, Q., Xu, X., & Fu, K. (2012). Adsorption of hexavalent chromium from aqueous solution by modified corn stalk: a fixed-bed column study. Bioresource Technology, 113, 114-120. https://doi.org/10.1016/j.biortech.2011.11.110
-
Choudhary, R., Koppala, S., & Swamiappan, S. (2015). Bioactivity studies of calcium magnesium silicate prepared from eggshell waste by sol–gel combustion synthesis. Journal of Asian Ceramic Societies, 3(2), 173-177. https://doi.org/10.1016/j.jascer.2015.01.002
-
Dişli, E. (2017). Hydrochemical characteristics of surface and groundwater and suitability for drinking and agricultural use in the Upper Tigris River Basin, Diyarbakır–Batman, Turkey. Environmental Earth Sciences, 76(14), 500. https://doi.org/10.1007/s12665-017-6820-5
-
Dişli, E. (2018). Murgul Bakır Madeni-Damar Atık Barajı (Artvin) alanındaki yeraltı ve yüzey suyu kaynaklarının hidrojeolojik özellikleri ve boya deneyi. Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, 33(1), 163-178. https://doi.org/10.21605/cukurovaummfd.420703
-
Dişli, E., & Gülyüz, N. (2020). Hydrogeochemical investigation of an epithermal mineralization bearing basin using multivariate statistical techniques and isotopic evidence of groundwater: Kestanelik Sub-Basin, Lapseki, Turkey. Geochemistry, 80(4), 125661. https://doi.org/10.1016/j.chemer.2020.125661
-
Disli, E., Ozturk, D., & Aladağ, E. (2021). Utilizing mining dam bottom sludge as a novel adsorbent for AuO removal from wastewaters: Batch and column studies. Journal of Molecular Liquids, 338, 116644. https://doi.org/10.1016/j.molliq.2021.116644
-
Dişli, E., & Ayaş, Z. Ş. (2024). Erçek Gölü (Van) kapalı havzası arazi kullanım/arazi örtüsü değişiklerinin uzaktan algılama yöntemi kullanılarak belirlenmesi. Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 29(2), 514-529. https://doi.org/10.53433/yyufbed.1440273
-
Doğrar, M. F. (2022). Gürpınar (Van) ilçesinde bulunan şamran karts kaynak suyunda sertlik parametresinin incelenmesi ve sertlik giderim yöntemlerinin değerlendirilmesi. (Yüksek Lisans), Van Yüzüncü Yıl Üniversitesi, Fen Bilimleri Enstitüsü, Van, Türkiye.
-
Elghniji, K., Virlan, C., Elaloui, E., & Pui, A. (2018). Synthesis, characterization of SiO2 supported-industrial phosphoric acid catalyst for hydrolysis of NaBH4 solution. Phosphorus, Sulfur, and Silicon and the Related Elements, 193(12), 806-821. https://doi.org/10.1080/10426507.2018.1515946
-
Eshtawi, T., Evers, M., & Tischbein, B. (2016). Quantifying the impact of urban area expansion on groundwater recharge and surface runoff. Hydrological Sciences Journal, 61(5), 826-843. https://doi.org/10.1080/02626667.2014.1000916
-
Fang, X. Y., Wang, T. J., Wu, H. X., & Jin, Y. (2008). Surface chemical modification of nanosized oxide particles with a titanate coupling reagent in isopropanol. Industrial & Engineering Chemistry Research, 47(5), 1513-1517. https://doi.org/10.1021/ie0710824
-
Farrag, A. E. H. A, Moghny, A., Gad, A. M., Saleem, S. S., Fathy, M., & Ahmed, M. A. (2016). Removing of hardness salts from groundwater by thermogenic synthesis zeolite. SDRP Journal of Earth Sciences & Environmental Studies, 1(3), 109-119. https://doi.org/10.15436/JESES.1.3.5
-
Faust, S. D., & Aly, O. M. (1983). Adsorption processes for water treatment. Butterworth Publishers.
-
Fendorf, S., Herbel, M. J., Tufano, K. J., & Kocar, B. D. (2007). Biogeochemical processes controlling the cycling of arsenic in soils and sediments. In A. Violante, P. M. Huang & G. M. Gadd (Eds.), Biophysico-chemical processes of heavy metals and metalloids in soil environments (pp.313-338). Wiley. https://doi.org/10.1002/9780470175484.ch8
-
Foo, K. Y., & Hameed, B. H. (2010). Insights into the modeling of adsorption isotherm systems. Chemical Engineering Journal, 156(1), 2-10. https://doi.org/10.1016/j.cej.2009.09.013
-
Fountouli, T. V., Chrysikopoulos, C. V., & Tsanis, I. K. (2019). Effect of salinity on formaldehyde interaction with quartz sand and kaolinite colloid particles: batch and column experiments. Environmental Earth Sciences, 78(5), 152. https://doi.org/10.1007/s12665-019-8147-x
-
Hailu, Y., Tilahun, E., Brhane, A., Resky, H., & Sahu, O. (2019). Ion exchanges process for calcium, magnesium and total hardness from ground water with natural zeolite. Groundwater for Sustainable Development, 8, 457-467. https://doi.org/10.1016/j.gsd.2019.01.009
-
Halpegama, J. U., Heenkenda, K. Y., Wu, Z., Nanayakkara, K. G. N., Rajapakse, R. M. G, Bandara, A., Herath, A. C., Chen, X., & Weerasooriya, R. (2021). Concurrent removal of hardness and fluoride in water by monopolar electrocoagulation. Journal of Environmental Chemical Engineering, 9(5), 106105. https://doi.org/10.1016/j.jece.2021.106105
-
Han, R., Wang, Y., Zhao, X., Wang, Y., Xie, F., Cheng, J., & Tang, M. (2009). Adsorption of methylene blue by phoenix tree leaf powder in a fixed-bed column: experiments and prediction of breakthrough curves. Desalination, 245(1-3), 284-297. https://doi.org/10.1016/j.desal.2008.07.013
-
Hanbali, M., Holail, H., & Hammud, H. (2014). Remediation of lead by pretreated red algae: adsorption isotherm, kinetic, column modeling and simulation studies. Green Chemistry Letters and Reviews, 7(4), 342-358. https://doi.org/10.1080/17518253.2014.955062
-
Hem, J. D. (1985). Study and interpretation of the chemical characteristics of natural water (3rd ed). US Geological Survey Water-Supply Paper.
-
Jenkins, R. (1999). X-ray fluorescence spectrometry. Wiley.
-
Jodhani, K.H., Gupta, N., Dadia , S., Patel, H., Patel, D., Jamjareegulgarn, P., Singh,. S.K., & Rathnayake, U. (2025). Sustainable groundwater management through water quality index and geochemical insights in Valsad India. Scientific Reports, 15, 8769. https://doi.org/10.1038/s41598-025-92053-1
-
Kaewmee, P., Hungwe, D., & Takahashi, F. (2021). Adsorptive reduction of water hardness by a highly porous and regenerative geopolymer fabricated from coal fly ash waste with low-temperature calcination. Environmental Science and Pollution Research, 28(39), 54594-54607. https://doi.org/10.1007/s11356-021-14478-1
-
Kannan, D., & Mani, N. (2015). Removal of hardness (Ca2+, Mg2+) and alkalinity from ground water by low cost activated carbon using Eicchornia Crassipes plant. International Journal of Institutional Pharmacy and Life Sciences, 5(1), 2249-6807.
-
Keskin, S., Çakır, M., Gülyüz, N., Açıkgöz, E., & Dişli, E. (2024). The importance of potential treatment aspects of hydrogeological and hydromineral resources in Van region for health tourism. (pp. 67-88). Duvar Yayınları.
-
Kiruba, S., & Ganesan, S. (2015). FTIR and Micro-Raman spectroscopic studies of archaeological potteries recently excavated in Poompuhar, Tamilnadu, India. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 145, 594-597. https://doi.org/10.1016/j.saa.2015.03.055
-
Kobya, M., Demirbas, E., Senturk, E., & Ince, M. (2005). Adsorption of heavy metal ions from aqueous solutions by activated carbon prepared from apricot stone. Bioresource Technology, 96(13), 1518-1521. https://doi.org/10.1016/j.biortech.2004.12.005
-
Kozisek, F. (2020). Regulations for calcium, magnesium or hardness in drinking water in the European Union member states. Regulatory Toxicology and Pharmacology, 112, 104589. https://doi.org/10.1016/j.yrtph.2020.104589
-
Li, C., Liu, C., Cao, Z., Shan, M., & Bing, Y. (2023). Effect and mechanism of induced crystallization softening treatment on water quality in drinking water distribution system with high hardness water source. Journal of Environmental Chemical Engineering, 11(5), 110474. https://doi.org/10.1016/j.jece.2023.110474
-
Liu, F., Wang, S., Wang, L., Shi, L., Song, X., Yeh, T. C. J., & Zhen, P. (2019). Coupling hydrochemistry and stable isotopes to identify the major factors affecting groundwater geochemical evolution in the Heilongdong Spring Basin, North China. Journal of Geochemical Exploration, 205, 106352. https://doi.org/10.1016/j.gexplo.2019.106352
-
Liu, W., Singh, R. P., Jothivel, S., & Fu, D. (2020). Evaluation of groundwater hardness removal using activated clinoptilolite. Environmental Science and Pollution Research, 27(15), 17541-17549. https://doi.org/10.1007/s11356-019-06193-9
-
Madhusudhan, M. S., Surendra, H. J., Rajendra, H. J., Chinmay, V., & Udaygowda, U. S. (2023). Removal of hardness using natural and synthetic water treatment system for safe and sustainable water supply in the Indian context. Sustainable Water Resources Management, 9(6), 179. https://doi.org/10.1007/s40899-023-00954-8
-
Meng, C. (2024). Analysis of the chemical characteristics and causes of high total hardness of groundwater in Jianghan Plain, China. Environmental Geochemistry and Health, 46(4), 134. https://doi.org/10.1007/s10653-024-01896-6
-
Mubarak, M. F., Mohamed, A. M. G., Keshawy, M., Abd elMoghny, T., & Shehata, N. (2022). Adsorption of heavy metals and hardness ions from groundwater onto modified zeolite: Batch and column studies. Alexandria Engineering Journal, 61(6), 4189-4207. https://doi.org/10.1016/j.aej.2021.09.041
-
Mulak, W., Balaž, P., & Chojnacka, M. (2002). Chemical and morphological changes of millerite by mechanical activation. International Journal of Mineral Processing, 66(1-4), 233-240. https://doi.org/10.1016/S0301-7516(02)00067-4
-
Naghsh, M., & Shams, K. (2017). Synthesis of a kaolin-based geopolymer using a novel fusion method and its application in effective water softening. Applied Clay Science, 146, 238-245. https://doi.org/10.1016/j.clay.2017.06.008
-
Öztürk, M., & Dişli, E. (2022). Hydrochemical and environmental isotopes characteristic of groundwater and controlling factors for waters’ chemical composition in the iron–copper mine area of Elazığ, SE Turkey. Environmental Chemistry, 19(6), 350-374.
-
Payus, C. M., Refdin, M. A., Zahari, N. Z., Rimba, A. B., Geetha, M., Saroj, C., ... & Oliver, P. A. (2021). Durian husk wastes as low-cost adsorbent for physical pollutants removal: Groundwater supply. Materials Today: Proceedings, 42, 80-87. https://doi.org/10.1016/j.matpr.2020.10.006
-
Pilli, S. R., Goud, V. V., & Mohanty, K. (2012). Biosorption of Cr (VI) on immobilized Hydrilla verticillata in a continuous up-flow packed bed: prediction of kinetic parameters and breakthrough curves. Desalination and Water Treatment, 50(1-3), 115-124. https://doi.org/10.1080/19443994.2012.708555
-
Pradhan, R. M., Behera, A. K., Kumar, S., Kumar, P., & Biswal, T. K. (2022). Recharge and geochemical evolution of groundwater in fractured basement aquifers (NW India): Insights from environmental isotopes (δ18O, δ2H, and 3H) and hydrogeochemical studies. Water, 14(3), 315. https://doi.org/10.3390/w14030315
-
Qaidi, S. M., Atrushi, D. S., Mohammed, A. S., Ahmed, H. U., Faraj, R. H., Emad, W., ... & Najm, H. M. (2022). Ultra-high performance geopolymer concrete: A review. Construction and Building Materials, 346, 128495. https://doi.org/10.1016/j.conbuildmat.2022.128495
-
Ragunath, H. M. (1987). Groundwater. Wiley Eastern Ltd.
-
Ramasamy, V., Rajkumar, P., & Ponnusamy, V. (2009). Depth wise analysis of recently excavated Vellar river sediments through FTIR and XRD studies. Indian Journal of Physics, 83(9), 1295-1308. https://doi.org/10.1007/s12648-009-0110-3
-
Sarin, V., Singh, T. S., & Pant, K. K. (2006). Thermodynamic and breakthrough column studies for the selective sorption of chromium from industrial effluent on activated eucalyptus bark. Bioresource Technology, 97(16), 1986-1993. https://doi.org/10.1016/j.biortech.2005.10.001
-
Sawyer, C.N., & McCarty, P. L. (1967). Chemistry for Sanitary Engineers. McGraw-Hill, New York.
-
Shang, Y., You, B., & Shang, L. (2016). China’s environmental strategy towards reducing deep groundwater exploitation. https://doi.org/10.1007/s12665-016-6110-7
-
Silverstein, R. M., Webster, F. X., & Kiemle, D. J. (2014). Spectrometric identification of organic compounds (8th ed.). Wiley.
-
Singh, A. K., Gupta, L. K., & Singh, V. K. (2015). A review of low-cost alternative of water treatment in rural area. 10th all India People’s Technology Congress at Kolkata. https://doi.org/10.13140/2.1.3970.1287
-
Sun, C., Chen, W., & Shen, Y. (2021). The seasonal and spatial distribution of hydrochemical characteristics of groundwater and its controlling factors in the eastern Loess Plateau. Earth Science Informatics, 14(4), 2293-2308. https://doi.org/10.1007/s12145-021-00696-1
-
Thomas, H. C. (1944). Heterogeneous ion exchange in a flowing system. Journal of the American Chemical Society, 66(10), 1664-1666. https://doi.org/10.1021/ja01238a017
-
Verma, K. K., Singh, M., & Verma, C. L. (2018). Fluoride in water: A risk assessment perspective. Asian Journal of Botany, 1, 1-8.
-
Verma, A., Yadav, B. K., & Singh, N. B. (2021). Hydrochemical exploration and assessment of groundwater quality in part of the Ganga-Gomti fluvial plain in northern India. Groundwater for Sustainable Development, 13, 100560. https://doi.org/10.1016/j.gsd.2021.100560
-
Waangsir, F. W., Arnawa, G. P., Sadukh, J. J., & Suluh, D. G. (2023). The use of various filtaritaion media in lowering the level of water hardness. Jurnal Penelitian Pendidikan IPA, 9(3), 1182–1186. https://doi.org/10.29303/jppipa.v9i3.3086
-
Wang, W., Cong, J., Deng, J., Weng, X., Lin, Y., Huang, Y., & Peng, T. (2018). Developing effective separation of feldspar and quartz while recycling tailwater by HF pretreatment. Minerals, 8(4), 149. https://doi.org/10.3390/min8040149
-
Wang, T., Cao, W., Wang, Y., Qu, C., Xu, Y., & Li, H. (2023). Surface modification of quartz sand: A review of its progress and its effect on heavy metal adsorption. Ecotoxicology and Environmental Safety, 262, 115179. https://doi.org/10.1016/j.ecoenv.2023.115179
-
Wei, L., Hu, H., Chen, Q., & Tan, J. (2009). Effects of mechanical activation on the HCl leaching behavior of plagioclase, ilmenite and their mixtures. Hydrometallurgy, 99(1-2), 39-44. https://doi.org/10.1016/j.hydromet.2009.06.003
-
Wei, B., Luo, X., Song, X., Guo, H., Dai, L., Zhang, H., & Wang, G. (2020). Quartz sand filter media with special wettability for continuous and efficient oil/water separation and dye adsorption. Processes, 8(9), 1083. https://doi.org/10.3390/pr8091083
-
Widodo, C., Worokinkkin, S. P. D. A., Aridito, M. N., Nurusman, H. A., & Widyawidura, W. (2020). Utilization of bio-sand filter technology to reduce the hardness of groundwater in Bangunjiwo Village, Yogyakarta. IOP Conf. Series: Earth and Environmental Science, 477, 012009. https://doi.org/10.1088/1755-1315/477/1/012009
-
World Health Organization. (2011). Guidelines for drinking-water quality (4th ed.).
-
Yan, Y., An, Q., Xiao, Z., Zheng, W., & Zhai, S. (2017). Flexible core-shell/bead-like alginate@ PEI with exceptional adsorption capacity, recycling performance toward batch and column sorption of Cr (VI). Chemical Engineering Journal, 313, 475-486. https://doi.org/10.1016/j.cej.2016.12.099
-
Yang, N., Zhou, P., Wang, G., Zhang, B., Shi, Z., Liao, F., ... & Gu, X. (2021). Hydrochemical and isotopic interpretation of interactions between surface water and groundwater in Delingha, Northwest China. Journal of Hydrology, 598, 126243. https://doi.org/10.1016/j.jhydrol.2021.126243
-
Yang, J., Tao, Y., Gao, Y., Wang, L., & Kang, B. (2022). Experimental study on the water–rock interaction mechanism in a groundwater heat pump reinjection process. Journal of Water and Climate Change, 13(3), 1516-1533. https://doi.org/10.2166/wcc.2022.393
-
Yoon, Y. H., & Nelson, J. H. (1984). Application of gas adsorption kinetics I. A theoretical model for respirator cartridge service life. American Industrial Hygiene Association Journal, 45(8), 509-516. https://doi.org/10.1080/15298668491400197
-
Yue, C., Liu, J., Zhang, H., Dai, L., Wei, B., & Chang, Q. (2018). Increasing the hydrophobicity of filter medium particles for oily water treatment using coupling agents. Heliyon, 4(9).
-
Zereffa, E. A. & Bekalo, T. B. (2017). Clay ceramic filter for water treatment. Materials Science and Applied Chemistry, 34, 69-74. https://doi.org/10.1515/msac-2017-0011
-
Zhang, Y. H., Jin, F., Shen, Z. T., Wang, F., Lynch, R., & Al-Tabbaa, A. (2019). Adsorption of methyl tert-butyl ether (MTBE) onto ZSM-5 zeolite: Fixed-bed column tests, breakthrough curve modelling and regeneration. Chemosphere, 220, 422-431. https://doi.org/10.1016/j.chemosphere.2018.12.170
-
Zhang, P., Lu, S., Li, J., Wang, J., Zhang, J., Chen, G., ... & Yin, Y. (2023). Microscopic characteristics of pore-fracture system in lacustrine shale from Dongying Sag, Bohai Bay Basin, China: Evidence from scanning electron microscopy. Marine and Petroleum Geology, 150, 106156. https://doi.org/10.1016/j.marpetgeo.2023.106156
-
Zuo, Q., Zhang, Y., Zheng, H., Zhang, P., Yang, H., Yu, J., ... & Mai, J. (2019). A facile method to modify activated carbon fibers for drinking water purification. Chemical Engineering Journal, 365, 175-182. https://doi.org/10.1016/j.cej.2019.02.047
Şamran Karst Kaynağında Toplam Sertlik Parametresi Gideriminin Kolon Sistemi ile İncelenmesi (Gürpınar, Van)
Year 2025,
Volume: 30 Issue: 2, 663 - 682, 31.08.2025
Muhammed Fatih Doğrar
,
Erkan Dişli
Abstract
Bu çalışmada, Şamran Karst Kaynağı’ndan (Gürpınar, Van) temin edilen suyun toplam sertliğini (TH) gidermek amacıyla laboratuvar ortamında kolon adsorpsiyon yöntemi uygulanmıştır. Sawyer ve McCarthy’nin toplam sertlik sınıflandırmasına göre, Şamran Kaynağı 374.12 mg CaCO₃/L ile 614.40 mg CaCO₃/L arasında ölçülen TH değerleriyle “çok sert sular” sınıfında yer almaktadır. Kolon deneylerinde adsorban malzeme olarak kuvars kumu kullanılmıştır. Elde edilen kolon adsorpsiyon verileri, üç farklı matematiksel model (Adams-Bohart, Yoon-Nelson ve Thomas) kullanılarak değerlendirilmiş; sonuçlar, adsorpsiyon sürecinin 0.97 korelasyon katsayısı (R²) ile en iyi Adams-Bohart modeline uyduğunu göstermiştir. Kullanılan adsorbanın adsorpsiyon öncesi ve sonrası yapısal özellikleri FTIR ve SEM analizleriyle incelenmiş; bu sayede adsorbanın karakteristik yüzey özellikleri ortaya konulmuştur. Yapılan deneyler sonucunda, kolon adsorpsiyon yöntemiyle en yüksek TH giderimi, 1-2 mm tane boyutuna sahip kuvars kumu kullanılarak hazırlanan kolonla sağlanmış ve bu yöntemde %18.68 oranında giderim verimi elde edilmiştir.
References
-
Açışlı, Ö. (2019). Doum palm meyve kabuklarından aktif karbon üretimi ve karakterizasyonu. Avrupa Bilim ve Teknoloji Dergisi, (16), 544-551. https://doi.org/10.31590/ejosat.574830
-
Ahn, M. K., Chilakala, R., Han, C., & Thenepalli, T. (2018). Removal of hardness from water samples by a carbonation process with a closed pressure reactor. Water, 10(1), 54. https://doi.org/10.3390/w10010054
-
Akram, S., & Rehman, F. (2018). Hardness in drinking-water, its sources, its effects on humans and its household treatment. Journal of Chemistry &Applications, 4(1), 1-4.
-
Aksu, Z., & Gönen, F. (2004). Biosorption of phenol by immobilized activated sludge in a continuous packed bed: prediction of breakthrough curves. Process Biochemistry, 39(5), 599-613. https://doi.org/10.1016/S0032-9592(03)00132-8
-
Ali, J. K., Ghaleb, H., Arangadi, A. F., Le, T. P. P., Moraetis, D., Pavlopoulos, K., & Alhseinat, E. (2023). Comprehensive assessment of the capacity of sand and sandstone from aquifer vadose zone for the removal of heavy metals and dissolved organics. Environmental Technology & Innovation, 29, 102993, https://doi.org/10.1016/j.eti.2022.102993
-
Amran, T., Mohd, T., Bohairah, T. A., & Jaafar, M. Z. (2022). Characterization of quartz sand as an adsorbent for anionic surfactant adsorption with presences of alkaline and polymer. Chemical Engineering Transactions, 95, 283-288. https://doi.org/10.3303/CET2295048
-
Aydın, H., Ekmekçi, M., Tezcan, L., Dişli, E., Aksoy, N., Yalçın, M. P., & Özcan, G. (2009). Gürpınar karst su kaynaklarının potansiyelinin belirlenmesi ve sürdürülebilir yönetim açısından değerlendirilmesi. Tübitak-Çaydağ, Proje No: 106Y040, 200 s.
-
Bibiano-Cruz, L., Garfias, J., Salas-García, J., Martel, R., & Llanos, H. (2016). Batch and column test analyses for hardness removal using natural and homoionic clinoptilolite: breakthrough experiments and modeling. Sustainable Water Resources Management, 2(2), 183-197. https://doi.org/10.1007/s40899-016-0050-y
-
Bindhu, B. K., Shaji, H., Kuruvila, K. J., Nazerine, M., & Shaji, S. (2021). Removal of total hardness using lowcost adsorbents. In IOP Conference Series: Materials Science and Engineering (Vol. 1114, No. 1, p. 012089). IOP Publishing. https://doi.org/10.1088/1757-899X/1114/1/012089
-
Bohart, G. S., & Adams, E. Q. (1920). Some aspects of the behavior of charcoal with respect to chlorine. Journal of the American Chemical Society, 42(3), 523-544. https://doi.org/10.1021/ja01448a018
-
Boysan, F., & Şengörür, B. (2009). Su sertliğinin insan sağlığı için önemi. SAÜ Fen Bilimleri Dergisi, 13(1), 7-10.
-
Calero, M., Hernáinz, F., Blázquez, G., Tenorio, G., & Martín-Lara, M. A. (2009). Study of Cr (III) biosorption in a fixed-bed column. Journal of Hazardous Materials, 171(1-3), 886-893. https://doi.org/10.1016/j.jhazmat.2009.06.082
-
Caraballo, M. A., Macías, F., Nieto, J. M., & Ayora, C. (2016). Long term fluctuations of groundwater mine pollution in a sulfide mining district with dry Mediterranean climate: implications for water resources management and remediation. Science of the Total Environment, 539, 427-435. https://doi.org/10.1016/j.scitotenv.2015.08.156
-
Chen, S., Yue, Q., Gao, B., Li, Q., Xu, X., & Fu, K. (2012). Adsorption of hexavalent chromium from aqueous solution by modified corn stalk: a fixed-bed column study. Bioresource Technology, 113, 114-120. https://doi.org/10.1016/j.biortech.2011.11.110
-
Choudhary, R., Koppala, S., & Swamiappan, S. (2015). Bioactivity studies of calcium magnesium silicate prepared from eggshell waste by sol–gel combustion synthesis. Journal of Asian Ceramic Societies, 3(2), 173-177. https://doi.org/10.1016/j.jascer.2015.01.002
-
Dişli, E. (2017). Hydrochemical characteristics of surface and groundwater and suitability for drinking and agricultural use in the Upper Tigris River Basin, Diyarbakır–Batman, Turkey. Environmental Earth Sciences, 76(14), 500. https://doi.org/10.1007/s12665-017-6820-5
-
Dişli, E. (2018). Murgul Bakır Madeni-Damar Atık Barajı (Artvin) alanındaki yeraltı ve yüzey suyu kaynaklarının hidrojeolojik özellikleri ve boya deneyi. Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, 33(1), 163-178. https://doi.org/10.21605/cukurovaummfd.420703
-
Dişli, E., & Gülyüz, N. (2020). Hydrogeochemical investigation of an epithermal mineralization bearing basin using multivariate statistical techniques and isotopic evidence of groundwater: Kestanelik Sub-Basin, Lapseki, Turkey. Geochemistry, 80(4), 125661. https://doi.org/10.1016/j.chemer.2020.125661
-
Disli, E., Ozturk, D., & Aladağ, E. (2021). Utilizing mining dam bottom sludge as a novel adsorbent for AuO removal from wastewaters: Batch and column studies. Journal of Molecular Liquids, 338, 116644. https://doi.org/10.1016/j.molliq.2021.116644
-
Dişli, E., & Ayaş, Z. Ş. (2024). Erçek Gölü (Van) kapalı havzası arazi kullanım/arazi örtüsü değişiklerinin uzaktan algılama yöntemi kullanılarak belirlenmesi. Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 29(2), 514-529. https://doi.org/10.53433/yyufbed.1440273
-
Doğrar, M. F. (2022). Gürpınar (Van) ilçesinde bulunan şamran karts kaynak suyunda sertlik parametresinin incelenmesi ve sertlik giderim yöntemlerinin değerlendirilmesi. (Yüksek Lisans), Van Yüzüncü Yıl Üniversitesi, Fen Bilimleri Enstitüsü, Van, Türkiye.
-
Elghniji, K., Virlan, C., Elaloui, E., & Pui, A. (2018). Synthesis, characterization of SiO2 supported-industrial phosphoric acid catalyst for hydrolysis of NaBH4 solution. Phosphorus, Sulfur, and Silicon and the Related Elements, 193(12), 806-821. https://doi.org/10.1080/10426507.2018.1515946
-
Eshtawi, T., Evers, M., & Tischbein, B. (2016). Quantifying the impact of urban area expansion on groundwater recharge and surface runoff. Hydrological Sciences Journal, 61(5), 826-843. https://doi.org/10.1080/02626667.2014.1000916
-
Fang, X. Y., Wang, T. J., Wu, H. X., & Jin, Y. (2008). Surface chemical modification of nanosized oxide particles with a titanate coupling reagent in isopropanol. Industrial & Engineering Chemistry Research, 47(5), 1513-1517. https://doi.org/10.1021/ie0710824
-
Farrag, A. E. H. A, Moghny, A., Gad, A. M., Saleem, S. S., Fathy, M., & Ahmed, M. A. (2016). Removing of hardness salts from groundwater by thermogenic synthesis zeolite. SDRP Journal of Earth Sciences & Environmental Studies, 1(3), 109-119. https://doi.org/10.15436/JESES.1.3.5
-
Faust, S. D., & Aly, O. M. (1983). Adsorption processes for water treatment. Butterworth Publishers.
-
Fendorf, S., Herbel, M. J., Tufano, K. J., & Kocar, B. D. (2007). Biogeochemical processes controlling the cycling of arsenic in soils and sediments. In A. Violante, P. M. Huang & G. M. Gadd (Eds.), Biophysico-chemical processes of heavy metals and metalloids in soil environments (pp.313-338). Wiley. https://doi.org/10.1002/9780470175484.ch8
-
Foo, K. Y., & Hameed, B. H. (2010). Insights into the modeling of adsorption isotherm systems. Chemical Engineering Journal, 156(1), 2-10. https://doi.org/10.1016/j.cej.2009.09.013
-
Fountouli, T. V., Chrysikopoulos, C. V., & Tsanis, I. K. (2019). Effect of salinity on formaldehyde interaction with quartz sand and kaolinite colloid particles: batch and column experiments. Environmental Earth Sciences, 78(5), 152. https://doi.org/10.1007/s12665-019-8147-x
-
Hailu, Y., Tilahun, E., Brhane, A., Resky, H., & Sahu, O. (2019). Ion exchanges process for calcium, magnesium and total hardness from ground water with natural zeolite. Groundwater for Sustainable Development, 8, 457-467. https://doi.org/10.1016/j.gsd.2019.01.009
-
Halpegama, J. U., Heenkenda, K. Y., Wu, Z., Nanayakkara, K. G. N., Rajapakse, R. M. G, Bandara, A., Herath, A. C., Chen, X., & Weerasooriya, R. (2021). Concurrent removal of hardness and fluoride in water by monopolar electrocoagulation. Journal of Environmental Chemical Engineering, 9(5), 106105. https://doi.org/10.1016/j.jece.2021.106105
-
Han, R., Wang, Y., Zhao, X., Wang, Y., Xie, F., Cheng, J., & Tang, M. (2009). Adsorption of methylene blue by phoenix tree leaf powder in a fixed-bed column: experiments and prediction of breakthrough curves. Desalination, 245(1-3), 284-297. https://doi.org/10.1016/j.desal.2008.07.013
-
Hanbali, M., Holail, H., & Hammud, H. (2014). Remediation of lead by pretreated red algae: adsorption isotherm, kinetic, column modeling and simulation studies. Green Chemistry Letters and Reviews, 7(4), 342-358. https://doi.org/10.1080/17518253.2014.955062
-
Hem, J. D. (1985). Study and interpretation of the chemical characteristics of natural water (3rd ed). US Geological Survey Water-Supply Paper.
-
Jenkins, R. (1999). X-ray fluorescence spectrometry. Wiley.
-
Jodhani, K.H., Gupta, N., Dadia , S., Patel, H., Patel, D., Jamjareegulgarn, P., Singh,. S.K., & Rathnayake, U. (2025). Sustainable groundwater management through water quality index and geochemical insights in Valsad India. Scientific Reports, 15, 8769. https://doi.org/10.1038/s41598-025-92053-1
-
Kaewmee, P., Hungwe, D., & Takahashi, F. (2021). Adsorptive reduction of water hardness by a highly porous and regenerative geopolymer fabricated from coal fly ash waste with low-temperature calcination. Environmental Science and Pollution Research, 28(39), 54594-54607. https://doi.org/10.1007/s11356-021-14478-1
-
Kannan, D., & Mani, N. (2015). Removal of hardness (Ca2+, Mg2+) and alkalinity from ground water by low cost activated carbon using Eicchornia Crassipes plant. International Journal of Institutional Pharmacy and Life Sciences, 5(1), 2249-6807.
-
Keskin, S., Çakır, M., Gülyüz, N., Açıkgöz, E., & Dişli, E. (2024). The importance of potential treatment aspects of hydrogeological and hydromineral resources in Van region for health tourism. (pp. 67-88). Duvar Yayınları.
-
Kiruba, S., & Ganesan, S. (2015). FTIR and Micro-Raman spectroscopic studies of archaeological potteries recently excavated in Poompuhar, Tamilnadu, India. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 145, 594-597. https://doi.org/10.1016/j.saa.2015.03.055
-
Kobya, M., Demirbas, E., Senturk, E., & Ince, M. (2005). Adsorption of heavy metal ions from aqueous solutions by activated carbon prepared from apricot stone. Bioresource Technology, 96(13), 1518-1521. https://doi.org/10.1016/j.biortech.2004.12.005
-
Kozisek, F. (2020). Regulations for calcium, magnesium or hardness in drinking water in the European Union member states. Regulatory Toxicology and Pharmacology, 112, 104589. https://doi.org/10.1016/j.yrtph.2020.104589
-
Li, C., Liu, C., Cao, Z., Shan, M., & Bing, Y. (2023). Effect and mechanism of induced crystallization softening treatment on water quality in drinking water distribution system with high hardness water source. Journal of Environmental Chemical Engineering, 11(5), 110474. https://doi.org/10.1016/j.jece.2023.110474
-
Liu, F., Wang, S., Wang, L., Shi, L., Song, X., Yeh, T. C. J., & Zhen, P. (2019). Coupling hydrochemistry and stable isotopes to identify the major factors affecting groundwater geochemical evolution in the Heilongdong Spring Basin, North China. Journal of Geochemical Exploration, 205, 106352. https://doi.org/10.1016/j.gexplo.2019.106352
-
Liu, W., Singh, R. P., Jothivel, S., & Fu, D. (2020). Evaluation of groundwater hardness removal using activated clinoptilolite. Environmental Science and Pollution Research, 27(15), 17541-17549. https://doi.org/10.1007/s11356-019-06193-9
-
Madhusudhan, M. S., Surendra, H. J., Rajendra, H. J., Chinmay, V., & Udaygowda, U. S. (2023). Removal of hardness using natural and synthetic water treatment system for safe and sustainable water supply in the Indian context. Sustainable Water Resources Management, 9(6), 179. https://doi.org/10.1007/s40899-023-00954-8
-
Meng, C. (2024). Analysis of the chemical characteristics and causes of high total hardness of groundwater in Jianghan Plain, China. Environmental Geochemistry and Health, 46(4), 134. https://doi.org/10.1007/s10653-024-01896-6
-
Mubarak, M. F., Mohamed, A. M. G., Keshawy, M., Abd elMoghny, T., & Shehata, N. (2022). Adsorption of heavy metals and hardness ions from groundwater onto modified zeolite: Batch and column studies. Alexandria Engineering Journal, 61(6), 4189-4207. https://doi.org/10.1016/j.aej.2021.09.041
-
Mulak, W., Balaž, P., & Chojnacka, M. (2002). Chemical and morphological changes of millerite by mechanical activation. International Journal of Mineral Processing, 66(1-4), 233-240. https://doi.org/10.1016/S0301-7516(02)00067-4
-
Naghsh, M., & Shams, K. (2017). Synthesis of a kaolin-based geopolymer using a novel fusion method and its application in effective water softening. Applied Clay Science, 146, 238-245. https://doi.org/10.1016/j.clay.2017.06.008
-
Öztürk, M., & Dişli, E. (2022). Hydrochemical and environmental isotopes characteristic of groundwater and controlling factors for waters’ chemical composition in the iron–copper mine area of Elazığ, SE Turkey. Environmental Chemistry, 19(6), 350-374.
-
Payus, C. M., Refdin, M. A., Zahari, N. Z., Rimba, A. B., Geetha, M., Saroj, C., ... & Oliver, P. A. (2021). Durian husk wastes as low-cost adsorbent for physical pollutants removal: Groundwater supply. Materials Today: Proceedings, 42, 80-87. https://doi.org/10.1016/j.matpr.2020.10.006
-
Pilli, S. R., Goud, V. V., & Mohanty, K. (2012). Biosorption of Cr (VI) on immobilized Hydrilla verticillata in a continuous up-flow packed bed: prediction of kinetic parameters and breakthrough curves. Desalination and Water Treatment, 50(1-3), 115-124. https://doi.org/10.1080/19443994.2012.708555
-
Pradhan, R. M., Behera, A. K., Kumar, S., Kumar, P., & Biswal, T. K. (2022). Recharge and geochemical evolution of groundwater in fractured basement aquifers (NW India): Insights from environmental isotopes (δ18O, δ2H, and 3H) and hydrogeochemical studies. Water, 14(3), 315. https://doi.org/10.3390/w14030315
-
Qaidi, S. M., Atrushi, D. S., Mohammed, A. S., Ahmed, H. U., Faraj, R. H., Emad, W., ... & Najm, H. M. (2022). Ultra-high performance geopolymer concrete: A review. Construction and Building Materials, 346, 128495. https://doi.org/10.1016/j.conbuildmat.2022.128495
-
Ragunath, H. M. (1987). Groundwater. Wiley Eastern Ltd.
-
Ramasamy, V., Rajkumar, P., & Ponnusamy, V. (2009). Depth wise analysis of recently excavated Vellar river sediments through FTIR and XRD studies. Indian Journal of Physics, 83(9), 1295-1308. https://doi.org/10.1007/s12648-009-0110-3
-
Sarin, V., Singh, T. S., & Pant, K. K. (2006). Thermodynamic and breakthrough column studies for the selective sorption of chromium from industrial effluent on activated eucalyptus bark. Bioresource Technology, 97(16), 1986-1993. https://doi.org/10.1016/j.biortech.2005.10.001
-
Sawyer, C.N., & McCarty, P. L. (1967). Chemistry for Sanitary Engineers. McGraw-Hill, New York.
-
Shang, Y., You, B., & Shang, L. (2016). China’s environmental strategy towards reducing deep groundwater exploitation. https://doi.org/10.1007/s12665-016-6110-7
-
Silverstein, R. M., Webster, F. X., & Kiemle, D. J. (2014). Spectrometric identification of organic compounds (8th ed.). Wiley.
-
Singh, A. K., Gupta, L. K., & Singh, V. K. (2015). A review of low-cost alternative of water treatment in rural area. 10th all India People’s Technology Congress at Kolkata. https://doi.org/10.13140/2.1.3970.1287
-
Sun, C., Chen, W., & Shen, Y. (2021). The seasonal and spatial distribution of hydrochemical characteristics of groundwater and its controlling factors in the eastern Loess Plateau. Earth Science Informatics, 14(4), 2293-2308. https://doi.org/10.1007/s12145-021-00696-1
-
Thomas, H. C. (1944). Heterogeneous ion exchange in a flowing system. Journal of the American Chemical Society, 66(10), 1664-1666. https://doi.org/10.1021/ja01238a017
-
Verma, K. K., Singh, M., & Verma, C. L. (2018). Fluoride in water: A risk assessment perspective. Asian Journal of Botany, 1, 1-8.
-
Verma, A., Yadav, B. K., & Singh, N. B. (2021). Hydrochemical exploration and assessment of groundwater quality in part of the Ganga-Gomti fluvial plain in northern India. Groundwater for Sustainable Development, 13, 100560. https://doi.org/10.1016/j.gsd.2021.100560
-
Waangsir, F. W., Arnawa, G. P., Sadukh, J. J., & Suluh, D. G. (2023). The use of various filtaritaion media in lowering the level of water hardness. Jurnal Penelitian Pendidikan IPA, 9(3), 1182–1186. https://doi.org/10.29303/jppipa.v9i3.3086
-
Wang, W., Cong, J., Deng, J., Weng, X., Lin, Y., Huang, Y., & Peng, T. (2018). Developing effective separation of feldspar and quartz while recycling tailwater by HF pretreatment. Minerals, 8(4), 149. https://doi.org/10.3390/min8040149
-
Wang, T., Cao, W., Wang, Y., Qu, C., Xu, Y., & Li, H. (2023). Surface modification of quartz sand: A review of its progress and its effect on heavy metal adsorption. Ecotoxicology and Environmental Safety, 262, 115179. https://doi.org/10.1016/j.ecoenv.2023.115179
-
Wei, L., Hu, H., Chen, Q., & Tan, J. (2009). Effects of mechanical activation on the HCl leaching behavior of plagioclase, ilmenite and their mixtures. Hydrometallurgy, 99(1-2), 39-44. https://doi.org/10.1016/j.hydromet.2009.06.003
-
Wei, B., Luo, X., Song, X., Guo, H., Dai, L., Zhang, H., & Wang, G. (2020). Quartz sand filter media with special wettability for continuous and efficient oil/water separation and dye adsorption. Processes, 8(9), 1083. https://doi.org/10.3390/pr8091083
-
Widodo, C., Worokinkkin, S. P. D. A., Aridito, M. N., Nurusman, H. A., & Widyawidura, W. (2020). Utilization of bio-sand filter technology to reduce the hardness of groundwater in Bangunjiwo Village, Yogyakarta. IOP Conf. Series: Earth and Environmental Science, 477, 012009. https://doi.org/10.1088/1755-1315/477/1/012009
-
World Health Organization. (2011). Guidelines for drinking-water quality (4th ed.).
-
Yan, Y., An, Q., Xiao, Z., Zheng, W., & Zhai, S. (2017). Flexible core-shell/bead-like alginate@ PEI with exceptional adsorption capacity, recycling performance toward batch and column sorption of Cr (VI). Chemical Engineering Journal, 313, 475-486. https://doi.org/10.1016/j.cej.2016.12.099
-
Yang, N., Zhou, P., Wang, G., Zhang, B., Shi, Z., Liao, F., ... & Gu, X. (2021). Hydrochemical and isotopic interpretation of interactions between surface water and groundwater in Delingha, Northwest China. Journal of Hydrology, 598, 126243. https://doi.org/10.1016/j.jhydrol.2021.126243
-
Yang, J., Tao, Y., Gao, Y., Wang, L., & Kang, B. (2022). Experimental study on the water–rock interaction mechanism in a groundwater heat pump reinjection process. Journal of Water and Climate Change, 13(3), 1516-1533. https://doi.org/10.2166/wcc.2022.393
-
Yoon, Y. H., & Nelson, J. H. (1984). Application of gas adsorption kinetics I. A theoretical model for respirator cartridge service life. American Industrial Hygiene Association Journal, 45(8), 509-516. https://doi.org/10.1080/15298668491400197
-
Yue, C., Liu, J., Zhang, H., Dai, L., Wei, B., & Chang, Q. (2018). Increasing the hydrophobicity of filter medium particles for oily water treatment using coupling agents. Heliyon, 4(9).
-
Zereffa, E. A. & Bekalo, T. B. (2017). Clay ceramic filter for water treatment. Materials Science and Applied Chemistry, 34, 69-74. https://doi.org/10.1515/msac-2017-0011
-
Zhang, Y. H., Jin, F., Shen, Z. T., Wang, F., Lynch, R., & Al-Tabbaa, A. (2019). Adsorption of methyl tert-butyl ether (MTBE) onto ZSM-5 zeolite: Fixed-bed column tests, breakthrough curve modelling and regeneration. Chemosphere, 220, 422-431. https://doi.org/10.1016/j.chemosphere.2018.12.170
-
Zhang, P., Lu, S., Li, J., Wang, J., Zhang, J., Chen, G., ... & Yin, Y. (2023). Microscopic characteristics of pore-fracture system in lacustrine shale from Dongying Sag, Bohai Bay Basin, China: Evidence from scanning electron microscopy. Marine and Petroleum Geology, 150, 106156. https://doi.org/10.1016/j.marpetgeo.2023.106156
-
Zuo, Q., Zhang, Y., Zheng, H., Zhang, P., Yang, H., Yu, J., ... & Mai, J. (2019). A facile method to modify activated carbon fibers for drinking water purification. Chemical Engineering Journal, 365, 175-182. https://doi.org/10.1016/j.cej.2019.02.047