1. Aghazadeh N, Nojavan M, Mogaddam AA. Effects of road deicing salt (NaCl) and saline water on water quality in the Urmia area, northwest of Iran. Arab J Geosci. 2012;5(4):565–70.
2. Sajikumar N, Remya RS. Impact of land cover and land use change on runoff characteristics. J Environ Manage. 2015;161:460–8.
3. Jacobson CR. Identification and quantification of the hydrological impacts of imperviousness in urban catchments: a review. J Environ Manage. 2011;92:1438–48.
4. Hou L, Qi Q, Zhou Q, Lv J, Zong L, Chen Z, Jiang Y, Yang H, Jia Z, Mei S, et al. Shallow Groundwater Quality Assessment and Pollution Source Apportionment: Case Study in Wujiang District, Suzhou City. Water. 2024; 16(21):3139. https://doi.org/10.3390/w16213139.
5. Miller JD, Kim H, Kjeldsen TR, Packman J, Grebby S, Dearden R. Assessing the impact of urbanization on storm runoff in a peri-urban catchment using historical change in impervious cover. J Hydrol. 2014;515:59–70.
6. Sanchez AS, Cohim E, Kalid RA. A review on physicochemical and microbiological contamination of roof-harvested rainwater in urban areas. Sustain Water Qual Ecol. 2015;6:119–37.
7. Shaikh TA, Adjovu GE, Stephen H, Ahmad S. Impacts of urbanization on watershed hydrology and runoff water quality of a watershed: a review. In: World Environmental and Water Resources Congress 2023. Reston, VA: ASCE; 2023. p. 1271–83.
8. Motlagh A. Urban Stormwater and Groundwater Quality: Pathways, Risks, and Green Infrastructure Solutions. Environments. 2025; 12(11):446. https://doi.org/10.3390/environments 12110446.
9. Oswald CJ, Kelleher C, Ledford SH, Hopkins KG, Sytsma A, Tetzlaff D, et al. Integrating urban water fluxes and moving beyond impervious surface cover: a review. J Hydrol. 2023;618:129188.
10. Whittemore DO. Potential impacts of stormwater runoff on water quality in urban sand pits and adjacent groundwater. J Am Water Resour Assoc. 2012;48(3):584–602.
11. Bodus B, O'Malley K, Dieter G, Gunawardana C, McDonald W. Review of emerging contaminants in green stormwater infrastructure: antibiotic resistance genes, microplastics, tire wear particles, PFAS, and temperature. Sci Total Environ. 2024;906:167195.
12. Zhang Y, Sun T, Li F, Wang J, Oh K. Effect of deicing salts on ion concentrations in urban stormwater runoff. Procedia Environ Sci. 2013;18:567–71.
13. Lundy L, Revitt M, Ellis B. An impact assessment for urban stormwater use. Environ Sci Pollut Res. 2018;25(20):19259–70.
14. Uliasz-Misiak B, Winid B, Lewandowska-Śmierzchalska J, Matuła R. Impact of road transport on groundwater quality. Sci Total Environ. 2022;824:153804.
15. Yu Y, Chen L, Xiao Y, Chang CC, Zhi X, Shen Z. New framework for assessing urban stormwater management measures in the context of climate change. Sci Total Environ. 2022;813:151901.
16. Popp AL, Weatherl R, Moeck C, Hollender J, Schirmer M. Assessing hydrology, biogeochemistry, and organic micropollutants in an urban stream-aquifer system: an interdisciplinary data set. J Geophys Res Biogeosci. 2024;129:e2023JG007827.
17. Hama Aziz KH, Mustafa FS, Omer KM, Hama S, Hamarawf RF, Rahman KO. Heavy metal pollution in the aquatic environment: efficient and low-cost removal approaches to eliminate their toxicity: a review. RSC Adv. 2023;13:17595–610.
18. Feng J, Burke IT, Chen X, Stewart DI. Assessing metal contamination and speciation in sewage sludge: implications for soil application and environmental risk. Rev Environ Sci Biotechnol. 2023;22(4):1037–58.
19. German J, Vikström M, Svensson G, Gustafsson LG. Integrated stormwater strategies to reduce impact on receiving waters. In: Proceedings of the 10th International Conference on Urban Drainage; 2005 Aug 21–26; Copenhagen, Denmark.
20. Huang J, Tu Z, Du P, Lin J, Li Q. Uncertainties in stormwater runoff data collection from a small urban catchment, Southeast China. J Environ Sci. 2010;22(11):1703–9.
21. Aryal R, Vigneswaran S, Kandasamy J, Naidu R. Urban stormwater quality and treatment. Korean J Chem Eng. 2010;27(5):1343–59.
22. Lee H, Swamikannu X, Radulescu D, Kim S, Stenstrom MK. Design of stormwater monitoring programs. Water Res. 2007;41(18):4186–96.
23. Zubair A, Hussain A, Farooq MA, Abbasi HN. Impact of storm water on groundwater quality below retention/detention basins. Environ Monit Assess. 2010;162:427–37.
24. Wei Q, Zhu G, Wu P, Cui L, Zhang K, Zhou J, et al. Distributions of typical contaminant species in urban short-term storm runoff and their fates during rain events: a case of Xiamen City. J Environ Sci. 2010;22(4):533–9.
25. Voisin J, Cournoyer B, Vienney A, Mermillod-Blondin F. Aquifer recharge with stormwater runoff in urban areas: Influence of vadose zone thickness on nutrient and bacterial transfers from the surface of infiltration basins to groundwater. Sci Total Environ. 2018;637–638:1496–507.
26. Hosseinifard SJ, Aminiyan MM. Hydrochemical characterization of groundwater quality for drinking and agricultural purposes: a case study in Rafsanjan Plain, Iran. Water Qual Expo Health. 2015;7:531–44.
27. Anvigh RM, Silva JF, Macedo J. Designing sustainable drainage systems as a tool to deal with heavy rainfall—case study of Urmia City, Iran. Sustainability. 2024;16(17):7349.
28. Javan K, Movaghari A, Park JS. Projected changes in extreme precipitation indices over the Lake Urmia basin in Iran. J Water Clim Change. 2023;14(8):2564–82.
29. Statistical Center of Iran (SCI). Statistical reports of Urmia population. Tehran: Statistical Center of Iran; 2012.
30. Azerbaijan Regional Water Authority (ARWA). Evaluation of groundwater in Urmia plain. Urmia, Iran; 2015.
31. APHA. Standard methods for the examination of water and wastewater. 19th ed. Washington: American Public Health Association; 1995.
32. WHO. Guidelines for drinking-water quality. 4th ed. Geneva: World Health Organization; 2011.
33. Ellis JB, Revitt DM, Lundy L. An impact assessment methodology for urban surface runoff quality following best practice treatment. Sci Total Environ. 2012;416:172–9.
34. Blondin FM, Simon L, Maazouzi C, Foulquier A, Delolme C, Marmonier P. Dynamics of dissolved organic carbon (DOC) through stormwater basins designed for groundwater recharge in urban area: Assessment of retention efficiency. Water Res. 2015;81:27–37.
35. Goonetilleke A, Thomas E, Ginn S, Gilbert D. Understanding the role of land use in urban stormwater quality management. J Environ Manage. 2005;74:31–42.
36. Hathaway JM, Hunt WF. Evaluation of first flush for indicator bacteria and total suspended solids in urban stormwater runoff. Water Air Soil Pollut. 2010;217(4):135–47.
37. Akan AO, Houghtalen RJ. Urban Hydrology, Hydraulics and Storm Water Quality. Hoboken: John Wiley & Sons; 2003.
38. Meshgi A, Schmitter P, Chui T, Babovic V. Development of a modular streamflow model to quantify runoff contributions from different land uses in tropical urban environments using Genetic Programming. J Hydrol. 2015;525:711–23.
39. Defo C, Yerima BPK, Noumsi IMK, Bemmo N. Assessment of heavy metals in soils and groundwater in an urban watershed of Yaoundé (Cameroon-West Africa). Environ Monit Assess. 2015;187:77.
40. Edet AE, Offiong OE. Evaluation of water quality pollution indices for heavy metal contamination monitoring. A study case from Akpabuyo–Odukpani area, Lower Cross River Basin (Southeastern Nigeria). GeoJournal. 2002;57:295–304.
41. Pazand, K., pazand, K. Geochemical Characterization of Surface Waters and Groundwater Resources in the Gharye-Alarab Basin, Southeastern Iran. Journal of Sciences, Islamic Republic of Iran, 2021; 32(3): 235-242. doi: 10.22059/jsciences.2021.319558.1007627
42. Piper AM. A graphic procedure in the geochemical interpretation of water analyses. Trans Am Geophys Union. 1944;25:914–23.
43. Qishlaqi A, Abdolahi M, Abbasnejad A. Hydrogeochemical evolution of groundwater resource in an arid region of southeast Iran (Ravar plain–Kerman province). J Sci Islam Repub Iran. 2018;29(3):253–69.
44. Schoeller H. Geochemistry of groundwater. In: Groundwater studies—an international guide for research and practice. Paris: UNESCO; 1977. p. 1–18.
45. He X, Liu Z, Qian J, Zhao W, Liu Y. Distribution of nitrate in different aquifers in the urban district of Zhanjiang, China. Bull Environ Contam Toxicol. 2016;97:279–85.
46. Oiste AM. Groundwater quality assessment in urban environment. Int J Environ Sci Technol. 2014;11:2095–102.