R. Barzegar, A.A. Moghaddam, S. Soltani, N. Baomid, E. Tziritis, J. Adamowski, A. Inam, Natural and anthropogenic origins of selected trace elements in the surface waters of Tabriz area, Iran, Environmental earth sciences, 78(8) (2019) 254.
 A. Qishlaqi, S. Kordian, A. Parsaie, Hydrochemical evaluation of river water quality—a case study, Applied Water Science, 7(5) (2017) 2337-2342.
 A. Parsaie, A.H. Haghiabi, Computational modeling of pollution transmission in rivers, Applied water science, 7)(3) (2017) 1213-1222
 A.H. Haghiabi, A.H. Nasrolahi, A. Parsaie, Water quality prediction using machine learning methods, Water Quality Research Journal, 53(1) (2018) 3-13.
 A. Parsaie, A.H. Haghiabi, Numerical modeling of effect of dead zones on concentration profile of pollution in rivers, Water Science and Technology: Water Supply, 17(3) (2016) 825-834.
 S.D.P. Division, World urbanization prospects: The 2001 revision, United Nations Publications, 2002.
 T.D. Fletcher, A. Deletic, V.G. Mitchell, B.E. Hatt, Reuse of urban runoff in Australia: a review of recent advances and remaining challenges, Journal of Environmental Quality, 37(5_Supplement) (2008) S-116-S-127.
 M. Scholz, Wetland systems to control urban runoff, Elsevier, (2015).
 C.C. Obropta, J.S. Kardos, Review of Urban Stormwater Quality Models: Deterministic, Stochastic, and Hybrid Approaches 1, JAWRA Journal of the American Water Resources Association, 43(6) (2007) 1508-1523.
 A. McFarland, L.M. Hauck, Relating agricultural land uses to in-stream stormwater quality, Journal of Environmental Quality, 28(3) (1999) 836-844.
 J.Y. Lee, H. Kim, Y. Kim, M.Y. Han, Characteristics of the event mean concentration (EMC) from rainfall runoff on an urban highway, Environmental Pollution, 159(4) (2011) 884-888.
 J. Xie, Z. Hu, T. Xu, H. Han, D. Yin, Water quality characteristics of rainfall runoff in Hefei City, China Environmental Science, 32(6) (2012) 1018-1025.
 C. Sakulthaew, S. Comfort, C. Chokejaroenrat, C. Harris, X. Li, A combined chemical and biological approach to transforming and mineralizing PAHs in runoff water, Chemosphere, 117 (2014) 1-9.
 E. Eriksson, A. Baun, P.S. Mikkelsen, A. Ledin, Chemical hazard identification and assessment tool for evaluation of stormwater priority pollutants, Water Science and Technology, 51(2) (2005) 47-55.
 F. Chen, Q. Zhou, Toxic effects of galaxolide and cadmium on Daphnia magna under polluting flow conditions containing soil-water interfaces from urban areas, China Environmental Science, 29(1) (2009) 58-62.
 A.D. Steinman, E.S. Isely, K. Thompson, Stormwater runoff to an impaired lake: impacts and solutions, Environmental monitoring and assessment, 187(9) (2015) 549.
 G.F. Birch, S.E. Taylor, Assessment of possible sediment toxicity of contaminated sediments in Port Jackson, Sydney, Australia, Hydrobiologia, 472 (1-3) (2002) 19-27.
 U.E.P. Agency, Results of the nationwide urban runoff program, Final Rep., 1 (1983).
 Z. Wu, M. He, C. Lin, Y. Fan, Distribution and speciation of four heavy metals (Cd, Cr, Mn and Ni) in the surficial sediments from estuary in daliao river and yingkou bay, Environmental Earth Sciences, 63(1) (2011) 163-175.
 B. Sarkar, Heavy metals in the environment, CRC Press, (2002).
 X. Yang, J. Duan, L. Wang, W. Li, J. Guan, S. Beecham, D. Mulcahy, Heavy metal pollution and health risk assessment in the Wei River in China, Environmental monitoring and assessment, 187(3) (2015) 111.
 Z. Shang, J. Ren, L. Tao, X. Wang, Assessment of heavy metals in surface sediments from Gansu section of Yellow River, China, Environmental monitoring and assessment, 187(3) (2015) 79.
 J.D. Sartor, G.B. Boyd, Water pollution aspects of street surface contaminants, US Government Printing Office (1972).
 L.L. Tiefenthaler, E.D. Stein, K.C. Schiff, Watershed and land use–based sources of trace metals in urban storm water, Environmental Toxicology and Chemistry: An International Journal, 27(2) (2008) 277-287.
 B. Helmreich, R. Hilliges, A. Schriewer, H. Horn, Runoff pollutants of a highly trafficked urban road–Correlation analysis and seasonal influences, Chemosphere, 80(9) (2010) 991-997.
 G. Ignatavicius, V. Valskys, I. Bulskaya, D. Paliulis, A. Zigmontiene, J. Satkunas, Heavy metal contamination in surface runoff sediments of the urban area of Vilnius, Lithuania, Estonian journal of earth sciences, 66(1) (2017) 13.
 U. Joshi, R. Balasubramanian, Characteristics and environmental mobility of trace elements in urban runoff, Chemosphere, 80(3) (2010) 310-318.
 L. Herngren, A. Goonetilleke, G.A. Ayoko, Understanding heavy metal and suspended solids relationships in urban stormwater using simulated rainfall, Journal of environmental management, 76(2) (2005) 149-158.
 A.P. Davis, M. Shokouhian, S. Ni, Loading estimates of lead, copper, cadmium, and zinc in urban runoff from specific sources, Chemosphere, 44(5) (2001) 997-1009.
 Y. Ma, P. Egodawatta, J. McGree, A. Liu, A. Goonetilleke, Human health risk assessment of heavy metals in urban stormwater, Science of the Total Environment, 557 (2016) 764-772.
 Z. He, M. Zhang, D. Calvert, P. Stoffella, X. Yang, S. Yu, Transport of heavy metals in surface runoff from vegetable and citrus fields, Soil Science Society of America Journal, 68(5) (2004) 1662-1669.
 B. Parsad, J. Bose, Evaluation of heavy metal pollution index for surface and spring water near a limestone mining area of the lower Himalyas, Environmental Geology, 41 (2001) 183-188.
 B. Backman, D. Bodiš, P. Lahermo, S. Rapant, T. Tarvainen, Application of a groundwater contamination index in Finland and Slovakia, Environmental Geology, 36(1-2) (1998) 55-64.
 A.M. Abdel-Satar, M.H. Ali, M.E. Goher, Indices of water quality and metal pollution of Nile River, Egypt, The Egyptian Journal of Aquatic Research, 43(1) (2017) 21-29.
 M.A.H. Bhuiyan, S.B. Dampare, M. Islam, S. Suzuki, Source apportionment and pollution evaluation of heavy metals in water and sediments of Buriganga River, Bangladesh, using multivariate analysis and pollution evaluation indices, Environmental monitoring and assessment, 187(1) (2015) 4075.
 C. Singaraja, S. Chidambaram, K. Srinivasamoorthy, P. Anandhan, S. Selvam, A study on assessment of credible sources of heavy metal pollution vulnerability in groundwater of Thoothukudi districts, Tamilnadu, India, Water Quality, Exposure and Health, 7(4) (2015) 459-467.
 M. Ghaderpoori, Heavy metals analysis and quality assessment in drinking water–Khorramabad city, Iran, Data in brief . 16 (2018).685-692
 A.K. Tiwari, M. De Maio, P.K. Singh, M.K. Mahato, Evaluation of surface water quality by using GIS and a heavy metal pollution index (HPI) model in a coal mining area, India, Bulletin of environmental contamination and toxicology, 95(3) (2015) 304-310.
 M. Saeedi, L.Y. Li, M. Salmanzadeh, Heavy metals and polycyclic aromatic hydrocarbons: pollution and ecological risk assessment in street dust of Tehran, Journal of hazardous materials, 227 (2012) 9-17.
 S. Faryadi, S. Taheri, Interconnections of urban green spaces and environmental quality of Tehran, (2009).
 M.G. Tali, M. Nezammahalleh, Urban flooding management using the natural drainage system case study: Tehran, capital of Iran, Floods: From Risk to Opportunity (IAHS Publ(. 357, (2013) 174-180.
 J. Creed, C. Brockhoff, T. Martin, Method 200.8: Determination of trace elements in waters and wastes by inductively coupled plasma-mass spectrometry, Environmental Monitoring Systems Laboratory, Office of Research and Development, US Environmental Protection Agency, Cincinnati, OH, Rev, 5 (1994).
 S. Mishra, A. Kumar, S. Yadav, M. Singhal, Assessment of heavy metal contamination in water of Kali River using principle component and cluster analysis, India, Sustainable Water Resources Management, 4(3) (2018) 573-581.
 S.V. Mohan, P. Nithila, S.J. Reddy, Estimation of heavy metals in drinking water and development of heavy metal pollution index, Journal of Environmental Science & Health Part A, 31(2) (1996) 283 - 289. National
 Iranian Water Quality Standard, Department of Environment, Assistance of human environment- Soil and Water office ,(2016). (in persian)
Iranian Standard No. 1053, Institute of Standards and Industrial Research of Iran Drinking Water – Physical and Chemical Specifications. 5th Revision,(2009) (in Persian)
 M. Huber, A. Welker, B. Helmreich, Critical review of heavy metal pollution of traffic area runoff: Occurrence, influencing factors, and partitioning, Science of the Total Environment, 541 (2016) 895-919.
 K.R. Flint, A.P. Davis, Pollutant mass flushing characterization of highway stormwater runoff from an ultra-urban area, Journal of Environmental Engineering, 133(6) (2007) 616-626.
 J. Nouri, K. Naghipour, Qualitative and quantitative study of heavy metals in runoff of highways of Tehran, Iranian Journal of Public Health, (2002) 1-8.
 C. Ukabiala, O. Nwinyi, A. Abayomi, B. Alo, Assessment of heavy metals in urban highway runoff from Ikorodu expressway Lagos, Nigeria, Journal of Environmental Chemistry and Ecotoxicology, 2(3) (2010) 34-37.
 R. Nabizadeh, A. Mahvi, G. Mardani, M. Yunesian, Study of heavy metals in urban runoff, International Journal of Environmental Science & Technology, 1(4) (2005) 325-333.
 D. Lee, Heavy Metals and Stormwater: An Investigation of Hobart, Tasmania, Australia, (2002).
 D. Kar, P. Sur, S. Mandai, T. Saha, R. Kole, Assessment of heavy metal pollution in surface water, International Journal of Environmental Science & Technology, 5(1) (2008) 119-124.
 F. Charters, T. Cochrane, A. O’Sullivan, Predicting event-based stormwater contaminant loads from individual urban surfaces, in: Zaprezentowano na 11th South Pacific Stormwater Conference, New Zealand, (2016).
 Z. Khoshnam, R. Sarikhani, A. Ghassemi Dehnavi, Z. Ahmadnejad, Evaluation of water quality using heavy metal index and multivariate statistical analysis in Lorestan province, Iran, Journal of Advances in Environmental Health Research, 5(1) (2017) 29-37.
 N.A. Alrabie, F. Mohamat-Yusuff, R. Hashim, Z. Zulkeflee, A. Arshad, M.N.A. Amal, Heavy Metals Concentrations in Stormwater and Tilapia Fish (Oreochromis Niloticus) in Kuala Lumpur Holding and Storage SMART Ponds, Pertanika Journal of Tropical Agricultural Science, 42(1) (2019).
 A. Pasieczna, I. Bojakowska, W. Nadłonek, The impact of anthropogenic factors on the occurrence of molybdenum in stream and river sediments of central Upper Silesia (Southern Poland), Ochrona Srodowiska i Zasobów Naturalnych, 28(4) (2017) 16-26.
 A. Zhitkovich, Chromium in drinking water: sources, metabolism, and cancer risks, Chemical research in toxicology, 24(10) (2011) 1617-1629.
 H. Zhao, X. Li, X. Wang, D. Tian, Grain size distribution of road-deposited sediment and its contribution to heavy metal pollution in urban runoff in Beijing, China, Journal of Hazardous Materials, 183 (2010).
 S.L. Lau, Y. Han, J.H. Kang, M. Kayhanian, M.K. Stenstrom, Characteristics of highway stormwater runoff in Los Angeles: metals and polycyclic aromatic hydrocarbons, Water Environment Research, 81(3) (2009) 308-318.
 C. Pagotto, M. Legret, P. Le Cloirec, Comparison of the hydraulic behaviour and the quality of highway runoff water according to the type of pavement, Water Research, 34(18) (2000) 4446-4454.
 G. Mardani, M. Sadeghi, M. Ahankoob, Soil Pollution along the surface runoff in southern Tehran, J. Water and Wastewater, 75 (2010) 108-113.
 J.D. Oinam, A. Ramanathan, G. Singh, Geochemical and statistical evaluation of groundwater in Imphal and Thoubal district of Manipur, India, Journal of Asian Earth Sciences, 48 (2012)136-149
 J. Miller, J.C. Miller, Statistics and chemometrics for analytical chemistry, Pearson education, (2018).
 M. Ashraf, M. Maah, I. Yusoff, Chemical speciation and potential mobility of heavy metals in the soil of former tin mining catchment, The Scientific World Journal, (2012).
 X. Lu, L. Wang, L.Y. Li, K. Lei, L. Huang, D. Kang, Multivariate statistical analysis of heavy metals in street dust of Baoji, NW China, Journal of hazardous materials, 173(1-3) (2010) 744-749.
 H. Kamani, M. Hoseini, G. Safari, A. Mahvi, H. Zarei, Factors affecting the concentrations of heavy metals in precipitation of Tehran using factor analysis method, Iranian Journal of Health and Environment, 8(4) (2016) 401-410.
 R. Pal, R. Dubey, S. Dubey, A. Singh, Assessment of heavy metal pollution through index analysis for Yamuna water in Agra region, India, Int. J. Curr. Microbiol. App. Sci, 6(12) (2017) 1491-1498.
 A. Seifi, H. Riahi, Evaluation of Heavy Metal Pollution Indices for Surface Water of the Sarcheshmeh Copper Mine using Multivariate Statistical Methods and GIS, Iranian Journal of Soil and Water Research, 50(1) (2019) 161-176.(in pesian)