The Effect of Land Use Changes on Water Quality (Case Study: Zayandeh-Rud Basin, Isfahan, Iran)

Document Type : Original Research Paper

Authors

1 Environmental Pollution, University of Kurdistan, Sanandaj, Iran

2 Environmental Engineering, University of Melbourne, Melbourne, Australia

3 Department of Environmental Sciences, Waste and Wastewater Research Center, Isfahan (Khorasgan) Branch, Islamic Azad Universit, Isfahan, Iran

Abstract

The present study aims at investigating land use changes (as one of the effective human factors on water systems) as well as its relation with water quality at spatial scales of the entire basin, sub-basin and defined buffers (10 and 15 km) in Zayandeh-Rud Basin, Isfahan, Iran. By means of supervised classification method along with maximum likelihood algorithm, it classifies the land use map into five categories, including agriculture, bare lands, urban areas, vegetation, and water. The research collects data for 11 water quality parameters in seven sampling stations of Zayandeh-Rud Basin in 2002, 2009, and 2015 from Isfahan Water and Sewerage Organization. Correlation analysis is then conducted to investigate the effect of land use changes on water quality at different spatial scales. Land use analysis in the entire basin shows that despite an increase in urban and agricultural lands from 2002 to 2015, bare lands, vegetation, and water covers have had a decreasing trend. Moreover, various land uses at different scales show some correlation with water quality parameters. The strongest correlations in this study belong to sub-basin scale. Therefore, it is recommended to use this spatial scale to investigate the relation between land use and water quality parameters

Keywords


Alavipanah, S.K. (2016). Fundamentals of modern remote sensing and interpretation of satellite images and aerial photos. Tehran University Press., 800 p.  
Al-hadithi, M. (2012). Application of water quality index to assess suitability of groundwater quality for drinking purposes in Ratmao-Pathri Rao watershed, Haridwar District, India. American Journal of Scientific and Industrial Research., 3(6); 395-402.
Blocksom, K.A., Kurtenbach, J.P. and Klemm, D.J. (2002). Development and evaluation of the lake macroinvertebrate integrity index (LMII) for New Jersey lakes and reservoirs. Environmental Monitoring and Assessment., 77, 311-333.
Camara, M., Jamil, N.R. and Abdullah, A.F. (2019). Impact of land uses on water quality in Malaysia: a review. Ecological Processes., 8(10); 1-10.
Chaudhry, F.N. and Malik, M.F. (2017). Factors affecting water pollution: a review. Journal of Ecosystem and Ecography., 7(225); 1-3.
Church, P.E. and Granato, G.E. (2006). Bias in ground-water data caused by well-bore flow in long-screen wells. Ground Water., 34(2); 262-273.
Ding, J., Jiang, Y., Fu, L., Liu, Q., Peng, Q. and Kang, M. (2015). Impacts of land use on surface water quality in a subtropical river basin: A case study of the dong jiang river basin, southeastern China. Water., 7, 4427-4445.
Giri, S. and Qiu, Z. (2016). Understanding the relationship of land uses and water quality in twenty first century: a review. Journal of Environmental Management., 173, 41-48.
Gyawali, S., Techato, K. and Monprapusson, S. (2015). Assessing the impact of land use on water quality across multiple spatial scales in U-tapao River basin, Thailand. Journal of Institute of Science and Technology., 20(2); 54-60.
Kim, S.H., Choi, L.G., Yun, S.T. and Kim, S.O. (2017). Compositional data analysis and geochemical modeling of CO2-water-rock interactions in three provinces of Korea. Environmental Geochemistry and Health., 1-24.
Lillesand, T.M., Kiefer, R.W. and Chipman, J.W. (2004). Remote sensing and image interpretation. 5th edition, Wiley and Sons, New York., 812 p.
Mahmoodzadeh, H. (2017). Application of artificial neural network in modeling and predicting land use changes in Sardroud city. Geography and Planning., 21(60); 221-237.
Maithani, S. (2009). A neural network based urban growth model of an indian city. Remote Sensing., 37, 363-376.
Nazarnejad, H., Irani, T. and Mir-Yaghubzadeh, M. (2019). Investigating the effects of land use change on water quality in Zarrineh-Rud basin, west Azerbaijan. Basin Engineering and Management., 11(1); 76-87.
Olias, M., Nieto, J.M., Sarmiento, A.M., Ceron, J.C. and Canovas, C.R. (2004). Seasonal water quality variations in a river affected by acid mine drainage: The odiel river (south west spain). Science of the Total Environment., 333(1-3); 267-281.
Oudi, G.H. (1994). Drinking water quality mashhad publications. Mohaghegh., 147 p.
Pir Ali Zafrehe'i, A.R. and Ebrahimi-Dorcheh, I. (2015). Water quality assessment of Zayandeh-Rud basin affected by drought period using biomarkers of BMWP, BMWP and ASPT. Aquatic Exploitation and Breeding., 4(4); 71-85.
Prasanna, M.V., Chidambaram, S., Hameed, A.S. and Srinivasamoorthy, K. (2010). Study of evaluation of groundwater in Gadilam basin using hydrogeochemical and isotope data. Environmental Monitoring and Assessment., 168, 63-90.
Rwanga, S.S. and Ndambuki, J.M. (2017). Accuracy assessment of land use/land cover classification using remote sensing and GIS. International Journal of Geosciences., 8, 611-622.
Sadat Mirahsani, M., Mahini, A.S., Safanian, A., Modarres, R., Jafari, R. and Mohammadi, J. (2017). Regional drought monitoring of Zayandeh-Rud basin due to time series changes in VCI index of Modis sensor and SPI index. Geography and Natural Hazards., 24, 1-22.
Sliva, L. and Williams, D.D. (2001). Buffer zone versus whole vcatchment approaches to studying land use impact on river water quality. Water Research., 35(14); 3462-3472.
Smart, R., White, C.C., Towenend, J. and Cresser, M.S. (2001). A model predicting chloride consentration in river water in a relatively unpolluted catchment in north-east Scotland. The Science of Total Environment., 26(1-3); 131-141.
Tahiru, A.A., Doke, D.A. and Baatuuwie, B.N. (2020). Effect of land use and land cover changes on water quality in the Nawuni Catchment of the White Volta Basin, Northern Region, Ghana. Applied Water Science., 10(198); 1-14.
Tewolde, M.G. and Cabral, P. (2011). Urban sprawl analysis and modeling in Asmara. Eritrea, Remote Sensing., 3, 2148-2165.
Wang Jing, M.L., Anua, S.M. and Mazlan, M. (2019). Concentrations of magnesium, calcium and potassium in drinking water; A Comparison between Tap Water and Bore Water. Journal of Energy and Safety Technology., 2(1); 1-8.
Zhou, T., Wu, J.G. and Peng, S.L. (2012). Assessing the effects of landscape pattern on river water quality at multiple scales: A case study of the Dongjiang river watershed, China. Ecological Indicators., 23, 166-175.