Abstract
Pollutants transported in urban stormwater runoff induce pervasive water quality degradation in receiving waters. To accurately characterize stormwater quality and treatment system performance across the range of possible contaminant characteristics, comprehensive multi-residue analytical methods are necessary. Here, we developed a solid-phase extraction (SPE) and high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS) method to quantify representative stormwater-derived organic contaminants across multiple chemical classes, including vehicle-related chemicals, corrosion inhibitors, industrial chemicals, pesticides, pharmaceuticals and personal care products, and antioxidants. Extraction conditions, isotope-labeled internal standards, and LC-MS/MS parameters were optimized to enhance recovery, minimize matrix effects, and maximize selectivity and sensitivity. The developed method was sensitive (method quantification limits < 10 ng/L for > 80% of selected analytes) and accurate (mean relative recoveries in the range of 70–130%, with relative standard deviations < 25% for 77% of the analytes) for most of the analytes. The method was used to analyze samples collected from nine urban watersheds during a storm event; 62% of the 39 analytes were detected at least once at concentrations up to 540 ng/L (1,3-diphenylguanidine). Spatial trends in detection and concentration were observed for vehicle-related and industrial chemicals that correlated with vehicle traffic. Total concentrations of pesticides suggested that residential uses could be more important sources than agriculture. This study illustrates the pervasive occurrence of a wide variety of stormwater-derived chemicals in urban receiving waters and highlights the need to better understand their environmental fate and ecological implications.
Similar content being viewed by others
References
Lee H, Swamikannu X, Radulescu D, Kim S, Stenstrom MK. Design of stormwater monitoring programs. Water Res. 2007;41:4186–96.
Charters FJ, Cochrane TA, O’Sullivan AD. Untreated runoff quality from roof and road surfaces in a low intensity rainfall climate. Sci Total Environ. 2016;550:265–72.
Du B, Lofton JM, Peter KT, Gipe AD, James CA, McIntyre JK, et al. Development of suspect and non-target screening methods for detection of organic contaminants in highway runoff and fish tissue with high-resolution time-of-flight mass spectrometry. Environ Sci Process Impacts. 2017;19:1185–96.
Feist BE, Buhle ER, Baldwin DH, Spromberg JA, Damm SE, Davis JW, et al. Roads to ruin: conservation threats to a sentinel species across an urban gradient. Ecol Appl. 2017;27(8):2382–96.
McIntyre JK, Lundin JI, Cameron JR, Chow MI, Davis JW, Incardona JP, et al. Interspecies variation in the susceptibility of adult Pacific salmon to toxic urban stormwater runoff. Environ Pollut. 2018;238:196–203.
Young A, Kochenkov V, McIntyre JK, Stark JD, Coffin AB. Urban stormwater runoff negatively impacts lateral line development in larval zebrafish and salmon embryos. Sci Rep. 2018;8(1):2830.
McIntyre JK, Edmunds RC, Redig MG, Mudrock EM, Davis JW, Incardona JP, et al. Confirmation of stormwater bioretention treatment effectiveness using molecular indicators of cardiovascular toxicity in developing fish. Environ Sci Technol. 2016;50(3):1561–9.
Kapelewska J, Kotowska U, Karpińska J, Kowalczuk D, Arciszewska A, Świrydo A. Occurrence, removal, mass loading and environmental risk assessment of emerging organic contaminants in leachates, groundwaters and wastewaters. Microchem J. 2018;137:292–301.
Gore AC, Chappell VA, Fenton SE, Flaws JA, Nadal A, Prins GS, et al. EDC-2: the Endocrine Society’s second scientific statement on endocrine disrupting chemicals. Endocr Rev. 2015;36:1–150.
Gill RJ, Ramos-Rodriguez O, Raine NE. Combined pesticide exposure severely affects individual and colony-level traits in bees. Nature. 2013;491:105–8.
Whitehorn PR, O’Connor S, Wackers F, Goulson D. Neonicotinoid pesticide reduces bumble bee colony growth and queen production. Science. 2012;336(6079):351–2.
Dijk TCV, MAv S, JPVD S. Macro-invertebrate decline in surface water polluted with imidacloprid. PLoS One. 2013;9(2):e89837.
Kayhanian M, Stransky C, Bay S, Lau SL, Stenstrom MK. Toxicity of urban highway runoff with respect to storm duration. Sci Total Environ. 2008;389(2–3):386–406.
LeFevre GH, Hozalski RM, Novak PJ. The role of biodegradation in limiting the accumulation of petroleum hydrocarbons in raingarden soils. Water Res. 2012;46(20):6753–62.
Davis AP, Shokouhian M, Sharma H, Minami C, Winogradoff D. Water quality improvement through bioretention: lead, copper, and zinc removal. Water Environ Res. 2003;75(1):73–82.
Langeveld JG, Liefting HJ, Boogaard FC. Uncertainties of stormwater characteristics and removal rates of stormwater treatment facilities: implications for stormwater handling. Water Res. 2012;46:6868–80.
Göbel P, Dierkes C, Coldewey WG. Storm water runoff concentration matrix for urban areas. J Contam Hydrol. 2007;91:26–42.
Zgheib S, Moilleron R, Chebbo G. Priority pollutants in urban stormwater: part 1-case of separate storm sewers. Water Res. 2012;46:6683–92.
Peter KT, Tian Z, Wu C, Lin P, White S, Du B, et al. Using high-resolution mass spectrometry to identify organic contaminants linked to urban stormwater mortality syndrome in coho salmon. Environ Sci Technol. 2018;52:10317–27.
Kumata H, Yamada J, Masuda K, Takada H, Sato Y, Sakurai T, et al. Benzothiazolamines as tire-derived molecular markers: sorptive behavior in street runoff and application to source apportioning. Environ Sci Technol. 2002;36:702–8.
Wittmer IK, Bader HP, Scheidegger R, Singer H, Lück A, Hanke I, et al. Significance of urban and agricultural land use for biocide and pesticide dynamics in surface waters. Water Res. 2010;44:2850–62.
Voss FD, Embrey SS, Ebbert JC, Davis DA, Framm AM, Perry GH. Pesticides detected in urban streams during rainstorms and relations to retail sales of pesticides in King County. Washington USGS Fact Sheet. 1999; 97–9.
Burkhardt M, Zuleeg S, Vonbank R, Bester K, Carmeliet J, Boller M, et al. Leaching of biocides from façades under natural weather conditions. Environ Sci Technol. 2012;46:5497–503.
Ensminger MP, Budd R, Kelley KC, Goh KS. Pesticide occurrence and aquatic benchmark exceedances in urban surface waters and sediments in three urban areas of California, USA, 2008–2011. Environ Monit Assess. 2012;185(5):3697–710.
Walters E, McClellan K, Halden RU. Occurrence and loss over three years of 72 pharmaceuticals and personal care products from biosolids-soil mixtures in outdoor mesocosms. Water Res. 2010;44:6011–20.
Oppenheimer J, Eaton A, Badruzzaman M, Haghani AW, Jacangelo JG. Occurrence and suitability of sucralose as an indicator compound of wastewater loading to surface waters in urbanized regions. Water Res. 2011;45(13):4019–27.
Burant A, Selbig W, Furlong ET, Higgins CP. Trace organic contaminants in urban runoff: associations with urban land-use. Environ Pollut. 2018;242:2068–77.
Pal A, He Y, Jekel M, Reinhard M, Gin KY. Emerging contaminants of public health significance as water quality indicator compounds in the urban water cycle. Environ Int. 2014;71:46–62.
Martinez Bueno MJ, Agüra A, Gomez MJ, Hernando MD, Garcia-Reyes JF, Fernandez-Alba AR. Application of liquid chromatography/quadrupole-linear ion trap mass spectrometry and time-of-flight mass spectrometry to the determination of pharmaceuticals and related contaminants in wastewater. Anal Chem. 2007;79(24):9372–84.
Gracia-Lor E, Sancho JV, Hernández F. Multi-class determination of around 50 pharmaceuticals, including 26 antibiotics, in environmental and wastewater samples by ultra-high performance liquid chromatography-tandem mass spectrometry. J Chromatogr A. 2011;1218:2264–75.
LeFevre GH, Paus KH, Natarajan P, Gulliver JS, Novak PJ, Hozalski RM. Review of dissolved pollutants in urban storm water and their removal and fate in bioretention cells. J Environ Eng. 2014;141:04014050.
Masoner JR, Kolpin DW, Cozzarelli IM, Barber LB, Burden DS, Foreman WT, et al. Urban stormwater: an overlooked pathway of extensive mixed contaminants to surface and groundwaters in the United States. Environ Sci Technol. 2019;53(17):10070–10081. https://doi.org/10.1021/acs.est.9b02867.
Backe WJ, Field JA. Is SPE necessary for environmental analysis? A quantitative comparison of matrix effects from large-volume injection and solid-phase extraction based methods. Environ Sci Technol. 2012;46:6750–8.
Busetti F, Backe WJ, Bendixen N, Maier U, Place B, Giger W, et al. Trace analysis of environmental matrices by large-volume injection and liquid chromatography-mass spectrometry. Anal Bioanal Chem. 2012;402:175–86.
Hewavitharana AK. Matrix matching in liquid chromatography–mass spectrometry with stable isotope labelled internal standards—is it necessary? J Chromatogr A. 2011;1218:359–61.
Marín JM, Gracia-Lor E, Sancho JV, López FJ, Hernández F. Application of ultra-high-pressure liquid chromatography-tandem mass spectrometry to the determination of multi-class pesticides in environmental and wastewater samples. Study of matrix effects. J Chromatogr A. 2009;1216:1410–20.
Chang H, Shen X, Shao B, Wu F. Sensitive analysis of steroid estrogens and bisphenol A in small volumes of water using isotope-dilution ultra-performance liquid chromatography-tandem mass spectrometry. Environ Pollut. 2018;235:881–8.
Lu Z, Peart TE, Cook CJ, De Silva AO. Simultaneous determination of substituted diphenylamine antioxidants and benzotriazole ultra violet stabilizers in blood plasma and fish homogenates by ultra high performance liquid chromatography-electrospray tandem mass spectrometry. J Chromatogr A. 2016;1461:51–8.
Kim JW, Ramaswamy BR, Chang KH, Isobe T, Tanabe S. Multiresidue analytical method for the determination of antimicrobials, preservatives, benzotriazole UV stabilizers, flame retardants and plasticizers in fish using ultra high performance liquid chromatography coupled with tandem mass spectrometry. J Chromatogr A. 2011;1218(22):3511–20.
Petrie B, Youdan J, Barden R, Kasprzyk-Hordern B. Multi-residue analysis of 90 emerging contaminants in liquid and solid environmental matrices by ultra-high-performance liquid chromatography tandem mass spectrometry. J Chromatogr A. 2016;1431:64–78.
Fang S, Chen X, Zhao S, Zhang Y, Jiang W, Yang L, et al. Trophic magnification and isomer fractionation of perfluoroalkyl substances in the food web of Taihu Lake. China Environ Sci Technol. 2014;48(4):2173–82.
Fortmann L, Rosenberg A. Fate of ϵ-caprolactam in the aquatic environment. Chemosphere. 1984;13(1):53–65.
Wang M, Wang SZ, Li YH, Zhang ZQ. Status and development tendency on treatment technology for caprolactam wastewater. Energy and Mechanical Engineering. 2016:651–6.
Martín J, Buchberger W, Santos JL, Alonso E, Aparicio I. High-performance liquid chromatography quadrupole time-of-flight mass spectrometry method for the analysis of antidiabetic drugs in aqueous environmental samples. J Chromatogr B. 2012;895–896:94–101.
Oertel R, Baldauf J, Rossmann J. Development and validation of a hydrophilic interaction liquid chromatography-tandem mass spectrometry method for the quantification of the antidiabetic drug metformin and six others pharmaceuticals in wastewater. J Chromatogr A. 2018;1556:73–80.
Kosma CI, Lambropoulou DA, Albanis TA. Comprehensive study of the antidiabetic drug metformin and its transformation product guanylurea in Greek wastewaters. Water Res. 2015;70:436–48.
Wu X, Zhu B, Lu L, Huang W, Pang D. Optimization of a solid phase extraction and hydrophilic interaction liquid chromatography-tandem mass spectrometry method for the determination of metformin in dietary supplements and herbal medicines. Food Chem. 2012;133:482–8.
Mansoori BA, Volmer DA, Boyd RK. “Wrong-way-round” electrospray ionization of amino acids. Rapid Commun Mass Spectrom. 1997;11(10):1120–30.
Tso J, Aga DS. Wrong-way-round ionization of sulfonamides and tetracyclines enables simultaneous analysis with free and conjugated estrogens by liquid chromatography tandem mass spectrometry. Anal Chem. 2011;83(1):269–77.
He K, Timm A, Blaney L. Simultaneous determination of UV-filters and estrogens in aquatic invertebrates by modified quick, easy, cheap, effective, rugged, and safe extraction and liquid chromatography tandem mass spectrometry. J Chromatogr A. 2017;1509:91–101.
European Commission DG-SANCO. Guidance document on quality control and validation procedures for pesticide residues analysis in food and feed No. SANCO/12571/2013. 2014.
Kloepfer A, Jekel M, Reemtsma T. Occurrence, sources, and fate of benzothiazoles in municipal wastewater treatment plants. Environ Sci Technol. 2005;39(10):3792–8.
Liu R, Ruan T, Wang T, Song S, Guo F, Jiang G. Determination of nine benzotriazole UV stabilizers in environmental water samples by automated on-line solid phase extraction coupled with high-performance liquid chromatography-tandem mass spectrometry. Talanta. 2014;120(1):158–66.
Dsikowitzky L, Schwarzbauer J. Hexa(methoxymethyl)-melamine: an emerging contaminant in German rivers. Water Environ Res. 2015;87(5):461–9.
Wolska L, Rawa-Adkonis M, Namieśnik J. Determining PAHs and PCBs in aqueous samples: finding and evaluating sources of error. Anal Bioanal Chem. 2005;382:1389–97.
Reemtsma T, Miehe U, Duennbier U, Jekel M. Polar pollutants in municipal wastewater and the water cycle: occurrence and removal of benzotriazoles. Water Res. 2010;44:596–604.
Farré ML, Pérez S, Kantiani L, Barceló D. Fate and toxicity of emerging pollutants, their metabolites and transformation products in the aquatic environment. Trends Anal Chem. 2008;27(11):991–1007.
Pan S, Sun Y, Zhang G, Li J, Xi Q, Chakraborty P. Assessment of 2-(4-morpholinyl)benzothiazole (24MoBT) and N-cyclohexyl-2-benzothiazolamine (NCBA) as traffic tracers in metropolitan cities of China and India. Atmos Environ. 2012;56:246–9.
Takamura M, Yamauchi T, Tsubokawa N. Grafting and crosslinking reaction of carboxyl-terminated liquid rubber with silica nanoparticles and carbon black in the presence of Sc(OTf)3. React Funct Polym. 2008;68(6):1113–8.
Nilsson NH, Malmgren-Hansen B, Thomsen US. Mapping, Emissions and environmental and health assessment of chemical substances in artificial turf. Copenhagen: Danish Ministry of the Environment; 2008.
Unice KM, Bare JL, Kreider ML, Panko JM. Experimental methodology for assessing the environmental fate of organic chemicals in polymer matrices using column leaching studies and OECD 308 water/sediment systems: application to tire and road wear particles. Sci Total Environ. 2015;533:476–87.
Schwarzbauer J, Ricking M. Non-target screening analysis of river water as compound-related base for monitoring measures. Environ Sci Pollut Res. 2017;17(4):934–47.
Seitz W, Winzenbacher R. A survey on trace organic chemicals in a German water protection area and the proposal of relevant indicators for anthropogenic influences. Environ Monit Assess. 2017;189(6):244.
Frans LM. Pesticides detected in urban streams in King County, Washington, 1998-2003. Scientific investigations report. 2004–5194.
Bollmann UE, Tang C, Eriksson E, Jönsson K, Vollertsen J, Bester K. Biocides in urban wastewater treatment plant influent at dry and wet weather: concentrations, mass flows and possible sources. Water Res. 2014;60:64–74.
United States Environmental Protection Agency USEPA. Imidacloprid: human health draft risk assessment for registration review. 2017a. https://www.regulations.gov/document?D=EPA-HQ-OPP-2008-0844-1235.
United States Environmental Protection Agency USEPA. Aquatic life benchmarks and ecological risk assessments for registered pesticides. 2017b. https://www.epa.gov/pesticide-science-and-assessingpesticide-risks/aquatic-life-benchmarks-and-ecological-risk.
Batikian CM, Lu A, Watanabe K, Pitt J, Gersberg RM. Temporal pattern in levels of the neonicotinoid insecticide, imidacloprid, in an urban stream. Chemosphere. 2019;223:83–90.
Sui Q, Huang J, Deng S, Yu G, Fan Q. Occurrence and removal of pharmaceuticals, caffeine and DEET in wastewater treatment plants of Beijing. China Water Res. 2010;44:417–26.
Acknowledgments
The research group at the Center for Urban Waters and the University of Washington (Tacoma and Seattle campuses) is greatly appreciated for helping with the experiments, data analysis, and manuscript writing. We thank Agilent for their excellent technical advice.
Funding
This work was partially supported by the Environmental Protection Agency (EPA grant no. 01J18101) and the University of Washington (Tacoma/Seattle). Fan Hou received scholarship support from the Chinese Scholarship Council for her visit to the Department of Civil and Environmental Engineering (UW-Seattle) as a joint Ph.D. student.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
This article does not contain any studies with human or animal subjects.
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
ESM 1
(PDF 1893 kb).
Rights and permissions
About this article
Cite this article
Hou, F., Tian, Z., Peter, K.T. et al. Quantification of organic contaminants in urban stormwater by isotope dilution and liquid chromatography-tandem mass spectrometry. Anal Bioanal Chem 411, 7791–7806 (2019). https://doi.org/10.1007/s00216-019-02177-3
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00216-019-02177-3