Effects of rainfall characteristics on runoff quality parameters within an industrial sector in Tennessee, USA

Alamdari, 2021, Assessing the effects of climate change on urban watersheds: a review and call for future research, Environ. Rev., 30, 61, 10.1139/er-2021-0003 Alamdari, 2020, Evaluating the impact of climate change on water quality and quantity in an urban watershed using an ensemble approach, Estuaries and Coasts, 43, 56, 10.1007/s12237-019-00649-4 Alamdari, 2017, Assessing the effects of climate change on water quantity and quality in an urban watershed using a calibrated Stormwater model, Water J., 9, 464, 10.3390/w9070464 Alamdari, 2018, Assessing climate change impacts on the reliability of rainwater harvesting systems, Resources, Conservation and Recycling, 132, 178, 10.1016/j.resconrec.2017.12.013 Alamdari, 2019, Evaluating the impact of climate change on water quality and quantity in an urban watershed using an ensemble approach, Estuar. Coasts, 43, 56, 10.1007/s12237-019-00649-4 Alamdari, 2022, Evaluating the joint effects of climate and land use change on runoff and pollutant loading in a rapidly developing watershed, J. Clean. Prod., 330, 10.1016/j.jclepro.2021.129953 Aryal, 2010, Urban stormwater quality and treatment, Korean J. Chem. Eng., 27, 1343, 10.1007/s11814-010-0387-0 Banda, 2020, Development of water quality indices (WQIs): a review, Pol. J. Environ. Stud., 29, 2011, 10.15244/pjoes/110526 Barakat, 2016, Assessment of spatial and seasonal water quality variation of Oum Er Rbia River (Morocco) using multivariate statistical techniques, Int. Soil Water Conserv. Res., 4, 284, 10.1016/j.iswcr.2016.11.002 Barbosa, 2012, Key issues for sustainable urban stormwater management, Water Res., 46, 6787, 10.1016/j.watres.2012.05.029 Bilgin, 2018, Evaluation of surface water quality by using Canadian Council of Ministers of the environment water quality index (CCME WQI) method and discriminant analysis method: a case study Coruh River basin, Environ. Monit. Assess., 190, 10.1007/s10661-018-6927-5 Brodie, 2011, Relationships between rainfall intensity, duration and suspended particle washoff from an urban road surface, Hydrol. Res., 42, 239, 10.2166/nh.2011.117 Chai, 2012, Hydraulic performance of fully permeable highway shoulder for storm water runoff management, J. Environ. Eng., 138, 711e722, 10.1061/(ASCE)EE.1943-7870.0000523 Charters, 2021, The influence of urban surface type and characteristics on runoff water quality, Sci. Total Environ., 755, 10.1016/j.scitotenv.2020.142470 Chow, 2013, Storm runoff quality and pollutant loading from commercial, residential, and industrial cathments in the tropic, Environ. Monit. Assess. J., 10.1007/s10661-013-3175-6 Cude, 2001, Oregon water quality index a tool for evaluating water quality management effectiveness, JAWRA., 37, 125 Davis, 2001, Loading estimates of lead, copper, cadmium, and zinc in urban runoff from specific sources, Chemosphere, 44, 997e1009, 10.1016/S0045-6535(00)00561-0 Debels, 2005, Evaluation of water quality in the Chillán River (Central Chile) using physicochemical parameters and a modified water quality index, Environ. Monit. Assess., 110, 301, 10.1007/s10661-005-8064-1 Denny, 2022, Investigation of pollutant metals in road dust in a post-industrial city: case study from Detroit, Michigan, Front. Environ. Sci., 10, 10.3389/fenvs.2022.974237 Di Modugno, 2015, Build-up/wash-off monitoring and assessment for sustainable Management of First Flush in an urban area, Sustainability, 7, 5050, 10.3390/su7055050 Duke, 2006, Effectiveness of self-identified and self-reported environmental regulations for industry: the case of stormwater runoff in the US, J. Environ. Plan. Manag., 49, 385, 10.1080/09640560600598494 Duke, 1998, Compliance with storm water pollution prevention regulations by the metal finishing industry, J. Am. Water Resour. Assoc., 34, 1, 10.1111/j.1752-1688.1998.tb05956.x Duke, 1998, Pollutants in storm water runoff from metal plating facilities, Los Angeles, California, Waste Manag., 18, 25, 10.1016/S0956-053X(98)00009-9 Fengman, 2012, Pollution characteristics and discharge rules of SS and COD in road runoff[J], Chinese J. Environ. Eng., 6, 2974 Finkenbine, 2000, Stream health after urbanization, Am. Water Resour. Assoc., 36, 1149e1160, 10.1111/j.1752-1688.2000.tb05717.x Gao, 2022, Heavy metals in road-deposited sediment and runoff in urban and intercity expressways, Transport. Safty Environ., 10.1093/tse/tdab030 Giuffria, 2017, Costs of water quality goals under climate change in urbanizing watersheds: difficult run, Virginia, J. Water Resour. Plan. Manag., 143, 10.1061/(ASCE)WR.1943-5452.0000782 Gleaton, 2006 Gnecco, 2005, Storm water pollution in the urban environment of Genoa, Italy, Atmos. Res., 77, 60, 10.1016/j.atmosres.2004.10.017 Gnecco, 2005, Storm water pollution in the urban environment of Genoa, Italy, Atmos. Res., 77, 60, 10.1016/j.atmosres.2004.10.017 Gorgoglione, 2019, A framework for assessing modeling performance and effects of rainfall-catchment-drainage characteristics on nutrient urban runoff in poorly gauged watersheds, Sustainability, 11, 4933, 10.3390/su11184933 Gransee, 2012, Magnesium mobility in soils as a challenge for soil and plant analysis, magnesium fertilization and root uptake under adverse growth conditions, Plant Soil, 368, 5, 10.1007/s11104-012-1567-y Gupta, 2003, A comparison of water quality indices for coastal water, J. Environ. Sci. Heal - Part A Toxic/Hazard. Subst. Environ. Eng., 38, 2711 Han, 2006, Characteristics of highway stormwater runoff, Water Environ. Res., 78, 2377, 10.2175/106143006X95447 Han, 2006, Characteristics of highway stormwater runoff, Water Environ. Res., 78, 2377, 10.2175/106143006X95447 Herath, 2022, Studying the combined influence of microplastics’ intrinsic and extrinsic characteristics on their weathering behavior and heavy metal transport in storm runoff, Environ. Pollut., 308, 10.1016/j.envpol.2022.119628 Hornig, 2022, Dynamization of urban runoff pollution and quantity, Water J., 14, 418, 10.3390/w14030418 Horton, 1965, An index number system for rating water quality, J. Water Pollut. Control Fed., 37, 300 Hugh, 1916 Hurley, 2012, Adaptation and evaluation of the Canadian Council of Ministers of the environment water quality index (CCME WQI) for use as an effective tool to characterize drinking source water quality, Water Res., 46, 3544, 10.1016/j.watres.2012.03.061 Jani, 2020, Composition of nitrogen in urban residential stormwater runoff: concentrations, loads, and source characterization of nitrate and organic nitrogen, PLoS One, 15, 10.1371/journal.pone.0229715 Jeong, 2020, Heavy metal pollution by roaddeposited sediments and its contribution to total suspended solids in rainfall runoff from intensive industrial areas, Environ. Pollut., 10.1016/j.envpol.2020.115028 Joshi, 2010, Characteristics and environmental mobility of trace elements in urban runoff, Chemosphere., 80, 310, 10.1016/j.chemosphere.2010.03.059 Kayhanian, 2012, Permeability measurement and scan imaging to assess clogging of pervious concrete pavements in parking lots, J.Environ.Manage., 95, 114e123, 10.1016/j.jenvman.2011.09.021 Kleinman, 2006, Role of rainfall intensity and hydrology in nutrient transport via surface runoff, J. Environ. Qual., 35, 1248, 10.2134/jeq2006.0015 Koch, 2014, Nitrogen removal by stormwater management structures: a data synthesis, J. Am. Water Resour. Assoc., 50, 1594, 10.1111/jawr.12223 Kumar, 2009, NSF-water quality index: does it represent the experts’ opinion?, Pract. Period Hazardous, Toxic, Radioact. Waste Manag., 13, 75, 10.1061/(ASCE)1090-025X(2009)13:1(75) Lee, 2005, Utility of Stormwater monitoring, Water Environ. Res., 77, 219, 10.2175/106143005X41799 Lee, 2007, Design of stormwater monitoring programs, Water Res. J., 41, 4186, 10.1016/j.watres.2007.05.016 Lee, 2020, Residential urban stormwater runoff: a comprehensive profile of microbiome and antibiotic resistance, Sci. Total Environ., 723, 10.1016/j.scitotenv.2020.138033 Li, 2008, Relationship between antecedent dry period and highway pollutant: conceptual models of buildup and removal processes, Water Environ. Res. J., 80, 740, 10.2175/106143008X296451 Li, 2007, Effect of antecedent dry weather period on urban storm runoff pollution load environmental science, Engineering, 28, 2287 Li, 2019, Research on pollution characteristics of Expressway runoff in Guizhou, China, IOP Conf. Ser.: Earth Environ. Sci., 371, 032017, 10.1088/1742-6596/1345/3/032017 Lien, 2018, Knowledge and self-reported practices of infection control among various occupational groups in a rural and an urban hospital in Vietnam, Sci. Rep., 8, 6, 10.1038/s41598-018-23462-8 Line, 1997, Water quality of first flush runoff from 20 industrial sites, Water Environ. Res., 69, 305, 10.2175/106143097X125489 Liu, 2013, Influence of rainfall and catchment characteristics on urban stormwater quality, Sci. Total Environ. J., 444, 255, 10.1016/j.scitotenv.2012.11.053 Lumb, 2006, Application of CCME water quality index to monitor water quality: a case of the Mackenzie River basin, Canada, Environ. Monit. Assess., 113, 411, 10.1007/s10661-005-9092-6 Mohebbi, 2013, Assessment of water quality in groundwater resources of Iran using a modified drinking water quality index (DWQI), Ecol. Indic., 30, 28, 10.1016/j.ecolind.2013.02.008 Muller, 2020, The pollution conveyed by urban runoff: a review of sources, Sci. Total Environ., Alexandra Müller, 709 Nayeb Yazdi, 2019, Water quality characterization of storm and irrigation runoff from a container nursery, Sci. Total Environ. Nie, 2011, Assessing impacts of Landuse and Landcover changes on hydrology for the upper San Pedro watershed, J. Hydrol., 407, 105e114 Park, 2015, Reliability analysis for evaluation of factors affecting pollutant load reduction in urban stormwater BMP systems, Environ. Model. Softw., 74, 130, 10.1016/j.envsoft.2015.08.010 Pesce, 2000, Use of water quality indices to verify the Córdoba City (Argentina) on Suquía River, Water Res., 34, 2915, 10.1016/S0043-1354(00)00036-1 Qiu, 2021, Synergistic effect of drought and rainfall events of different patterns on watershed systems, Sci. Rep., 11, 18957, 10.1038/s41598-021-97574-z Rabee, 2017, Application of CCME water quality index to assess the suitability of water for protection of aquatic life in Al- Radwaniyah-2 drainage in Baghdad region, J. Al-Nahrain Univ. Sci., 17, 137, 10.22401/JNUS.17.2.18 Rickwood, 2009, Development and sensitivity analysis of a global drinking water quality index, Environ. Monit. Assess., 156, 73, 10.1007/s10661-008-0464-6 Rosseland, 1990, Environmental effects of aluminium, Environ. Geochem. Health, 12, 17, 10.1007/BF01734045 Salehi, 2020, An investigation of stormwater quality variation within an industry sector using the self-reported data collected under the stormwater monitoring program, Water J., 12 Salehi, 2020, An investigation of stormwater quality variation within an industry sector using the self-reported data collected under the stormwater monitoring program, Water., 12, 1, 10.3390/w12113185 Selbig Shah, 2017, Evaluation of water quality index for river Sabarmati, Gujarat, India, Appl Water Sci, 7, 1349, 10.1007/s13201-015-0318-7 Shinya, 2000, Characterization of heavy metals and polycyclic aromatic hydrocarbons in urban highway runoff, Water Sci. Technol., 42, 201, 10.2166/wst.2000.0570 Song, 2019, Characteristics of Stormwater quality in Singapore catchments in 9 different types of land use, Water, 11, 1089, 10.3390/w11051089 Stamou, 2009, Design of secondary settling tanks using CFD model, Policy., 135 Zakizadeh, 2022, Efficient Urban Runoff Quantity and Quality Modelling Using SWMM Model and Field Data in an Urban Watershed of Tehran Metropolis, Sustainability, 14, 1086, 10.3390/su14031086 2004 Taylor, 2007, Nonstructural urban stormwater quality measures: building a knowledge base to improve their use, Environ. Manag., 39, 663, 10.1007/s00267-005-0398-5 Taylor, 2007, Education campaigns to reduce stormwater pollution in commercial areas: do they work?, J. Environ. Manag., 84, 323, 10.1016/j.jenvman.2006.06.002 TDEC Terrado, 2010, Surface-water-quality indices for the analysis of data generated by automated sampling networks, TrAC - Trend. Anal. Chem., 29, 40, 10.1016/j.trac.2009.10.001 Tiefenthaler, 2002 Uddin, 2021, A review of water quality index models and their use for assessing surface water quality, Ecol. Indic., 122, 10.1016/j.ecolind.2020.107218 Ullah, 2020, Information asymmetry, input markets, adoption of innovations and agricultural land use in Khyber Pakhtunkhwa, Pakistan, Land Use Policy, 90, 10.1016/j.landusepol.2019.104261 USEPA Vaze, 2002, Experimental study of pollutant accumulation on an urban road surface, Urban Water, 4, 379, 10.1016/S1462-0758(02)00027-4 Więcław, 2016, Morphological variation of Platanthera chlorantha (Orchidaceae) in forest sites of NW Poland, Acta Biol., 23, 139, 10.18276/ab.2016.23-12 Xue, 2009, Effect of antecedent dry period on water quality of urban storm runoff pollution, 30, 3522 Yan, 2016, Improvement of CCME WQI using grey relational method, J. Hydrol., 543, 316, 10.1016/j.jhydrol.2016.10.007 Yang, 2018, Nutrients in urban Stormwater runoff: current state of the science and potential mitigation options, Curr. Pollut. Rep., 4, 112, 10.1007/s40726-018-0087-7 Yang, 2017, Sources and mechanisms of nitrate and orthophosphate transport in urban stormwater runoff from residential catchments, Water Res., 112, 176, 10.1016/j.watres.2017.01.039 Yang, 2021, The effects of surface pollution on urban river water quality under rainfall events in Wuqing district, Tianjin, China, J. Clean. Prod., 293, 10.1016/j.jclepro.2021.126136 Yuan, 2017, An investigation of the relationships between rainfall conditions and pollutant wash-off from the paved road, Water, 9, 232, 10.3390/w9040232 Zhang, 2013, The temporal changes in road stormwater runoff quality and the implications to first flush control in Chongqing, China, Environ. Monit. Assess. J., 185, 9763, 10.1007/s10661-013-3289-x Zivkovich, 2018, Predicting nonpoint stormwater runoff quality from land use, PLoS One, 13, 1, 10.1371/journal.pone.0196782