Highway runoff quality models for the protection of environmentally sensitive areas
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Roadside and urban ditches may receive a toxic mix of runoff that includes heavy metals, PAHs, tire materials, pesticides, exhaust emissions, nutrients, road salt, and PFAS.
“Roadside (Fig. 1E) and urban ditches (Fig. 1A), in particular, may receive a toxic mix of runoff that includes heavy metals, PAHs (polycyclic aromatic hydrocarbons), tire materials, pesticides, exhaust emissions, nutrients, road salt, and Per-and PFAS (polyfluoroalkyl substances-so called”
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Cites
Information Theory and an Extension of the Maximum Likelihood Principle
Akaike, H. (1998) · Springer series in statistics · doi:10.1007/978-1-4612-1694-0_15 · Cited by 18,384 · see citing works
A general regression neural network
Specht, D. F. (1991) · IEEE Transactions on Neural Networks · doi:10.1109/72.97934 · Cited by 4,505 · see citing works
Galit Shmueli, A. (2010) · Statistical Science · doi:10.1214/10-sts330 · Cited by 3,121 · see citing works
Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences
Орескес, Н., Shrader‐Frechette, K., & Belitz, K. (1994) · Science · doi:10.1126/science.263.5147.641 · Cited by 3,026 · see citing works
Information theory as an extension of the maximum likelihood principle
Akaike, H. (1973) · Medical Entomology and Zoology · Cited by 2,357 · see citing works
Tu, J. V. (1996) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(96)00002-9 · Cited by 1,818 · see citing works
Huber, M., Welker, A., & Helmreich, B. (2016) · Science of The Total Environment · doi:10.1016/j.scitotenv.2015.09.033 · Cited by 389 · see citing works
Review of Dissolved Pollutants in Urban Storm Water and Their Removal and Fate in Bioretention Cells
LeFevre, G. H., Paus, K. H., Natarajan, P., Gulliver, J. S., Novak, P. J., & Hozalski, R. M. (2014) · Journal of Environmental Engineering · doi:10.1061/(asce)ee.1943-7870.0000876 · Cited by 372 · see citing works
Mobilisation of heavy metals by deicing salts in a roadside environment.
Bäckström, M., Karlsson, S., Bäckman, L., Folkeson, L., & Lind, B. (2004) · Water Research · doi:10.1016/j.watres.2003.11.006 · Cited by 342 · see citing works
Modeling rainfall-runoff process using soft computing techniques
Kişi, Ö., Shiri, J., & Tombul, M. (2012) · Computers & Geosciences · doi:10.1016/j.cageo.2012.07.001 · Cited by 271 · see citing works
Characterization and Pollutant Loading Estimation for Highway Runoff
Wu, J. S., Allan, C., Saunders, W. L., & Evett, J. B. (1998) · Journal of Environmental Engineering · doi:10.1061/(asce)0733-9372(1998)124:7(584 · Cited by 261 · see citing works
Piotrowski, A., & Napiorkowski, J. J. (2012) · Journal of Hydrology · doi:10.1016/j.jhydrol.2012.10.019 · Cited by 257 · see citing works
Review of highway runoff characteristics: comparative analysis and universal implications.
Kayhanian, M., Fruchtman, B. D., Gulliver, J., Montanaro, C., Ranieri, E., & Wuertz, S. (2012) · Water Research · doi:10.1016/j.watres.2012.07.026 · Cited by 256 · see citing works
Runoff pollutants of a highly trafficked urban road – Correlation analysis and seasonal influences
Helmreich, B., Hilliges, R., Schriewer, A., & Horn, H. (2010) · Chemosphere · doi:10.1016/j.chemosphere.2010.05.037 · Cited by 229 · see citing works
Metals associated with stormwater-relevant brake and tire samples
McKenzie, E. R., Money, J. E., Green, P. G., & Young, T. M. (2009) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2009.07.018 · Cited by 193 · see citing works
Impact of Annual Average Daily Traffic on Highway Runoff Pollutant Concentrations
Kayhanian, M., Singh, A., Suverkropp, C., & Borroum, S. (2003) · Journal of Environmental Engineering · doi:10.1061/(asce)0733-9372(2003)129:11(975 · Cited by 191 · see citing works
Evaluation of Water Quality Factors in Storm Runoff from Paved Areas
Deletić, A., & Maksimović, Č. (1998) · Journal of Environmental Engineering · doi:10.1061/(asce)0733-9372(1998)124:9(869 · Cited by 191 · see citing works
Pollutant Concentrations in Road Runoff: Southeast Queensland Case Study
Drapper, D., Tomlinson, R. B., & Williams, P. (2000) · Journal of Environmental Engineering · doi:10.1061/(asce)0733-9372(2000)126:4(313 · Cited by 187 · see citing works
An assessment of the availability of pollutant constituents on road surfaces
Ball, J., Jenks, R. L., & Aubourg, D. (1998) · The Science of The Total Environment · doi:10.1016/s0048-9697(98)80115-0 · Cited by 185 · see citing works
Performance of grass swales for improving water quality from highway runoff
Stagge, J. H., Davis, A. P., Jamil, E., & Kim, H. (2012) · Water Research · doi:10.1016/j.watres.2012.02.037 · Cited by 177 · see citing works
The Influence of Road Infrastructure and Traffic on Soil, Water, and Air Quality
van Bohemen, H. D., & LAAK, W. H. J. V. D. (2002) · Environmental Management · doi:10.1007/s00267-002-2802-8 · Cited by 170 · see citing works
Statistical Procedures for Analysis of Environmental Monitoring Data and Risk Assessment
Ziegel, E. R., McBean, E. A., & Rovers, F. A. (2000) · Technometrics · doi:10.2307/1271480 · Cited by 155 · see citing works
Water Quality Monitoring Using Remote Sensing and an Artificial Neural Network
Chebud, Y. A., Naja, G. M., Rivero, R. G., et al. (2012) · Water Air & Soil Pollution · doi:10.1007/s11270-012-1243-0 · Cited by 148 · see citing works
Perera, N., Gharabaghi, B., & Howard, K. (2013) · Journal of Hydrology · doi:10.1016/j.jhydrol.2012.11.057 · Cited by 147 · see citing works
Self-citationGene expression models for prediction of longitudinal dispersion coefficient in streams
Sattar, A. M. A., & Gharabaghi, B. (2015) · Journal of Hydrology · doi:10.1016/j.jhydrol.2015.03.016 · Cited by 126 · see citing works
Self-citationFrau, F., Medas, D., Pelo, S. D., Wanty, R. B., & Cidu, R. (2015) · Water Air & Soil Pollution · doi:10.1007/s11270-015-2339-0 · Cited by 125 · see citing works
Davis, B., & Birch, G. (2010) · Environmental Pollution · doi:10.1016/j.envpol.2010.05.021 · Cited by 125 · see citing works
Kişi, Ö., & Shiri, J. (2012) · Computers & Geosciences · doi:10.1016/j.cageo.2012.02.007 · Cited by 122 · see citing works
養豚場廃水の処理におけるUASBリアクターの性能とメタン生成細菌群集シフトに対するZn 2+ の影響Methanomicrobiales
Tuo, Y., Jianbo, C., Duanwei, Z., et al. (2014) · Water Air & Soil Pollution · Cited by 118 · see citing works
Use of Regression Models for Analyzing Highway Storm-Water Loads
Irish, L. B., Barrett, M. E., Malina, J. F., et al. (1998) · Journal of Environmental Engineering · doi:10.1061/(asce)0733-9372(1998)124:10(987 · Cited by 117 · see citing works
Characteristics of Highway Stormwater Runoff
Han, Y., Lau, S., Kayhanian, M., et al. (2006) · Water Environment Research · doi:10.2175/106143006x95447 · Cited by 106 · see citing works
Gan, H., Zhuo, M., Li, D., & Zhou, Y. (2007) · Environmental Monitoring and Assessment · doi:10.1007/s10661-007-9856-2 · Cited by 104 · see citing works
McIntyre, J., Davis, J. W., Hinman, C., Macneale, K., Anulacion, B., Scholz, N., & Stark, J. D. (2015) · Chemosphere · doi:10.1016/j.chemosphere.2014.12.052 · Cited by 100 · see citing works
Hallberg, M., Renman, G., & Lundbom, T. (2006) · Water Air & Soil Pollution · doi:10.1007/s11270-006-9289-5 · Cited by 97 · see citing works
Runoff and Soil Erosion Evaluation by the AnnAGNPS Model in a Small Mediterranean Watershed
Licciardello, F., Zema, D. A., Zimbone, S. M., et al. (2007) · Transactions of the ASABE · doi:10.13031/2013.23972 · Cited by 94 · see citing works
Tabach, E. E., Lancelot, L., Shahrour, I., et al. (2006) · Mathematical and Computer Modelling · doi:10.1016/j.mcm.2006.07.020 · Cited by 94 · see citing works
Barrett, M. E., Kearfott, P., & Malina, J. F. (2006) · Water Environment Research · doi:10.2175/106143005x82217 · Cited by 92 · see citing works
Identification of land use with water quality data in stormwater using a neural network
Ha, H., & Stenstrom, M. K. (2003) · Water Research · doi:10.1016/s0043-1354(03)00344-0 · Cited by 91 · see citing works
Accumulation of heavy metals in a constructed wetland treating road runoff
Gill, L. W., Ring, P., Higgins, N. M. P., & Johnston, P. M. (2014) · Ecological Engineering · doi:10.1016/j.ecoleng.2014.03.056 · Cited by 90 · see citing works
New Insights into the Quality of Urban Storm Water in South Eastern Australia
Francey, M., Fletcher, T. D., Deletić, A., & Duncan, H. P. (2010) · Journal of Environmental Engineering · doi:10.1061/(asce)ee.1943-7870.0000038 · Cited by 88 · see citing works
Valtanen, M., Sillanpää, N., & Setälä, H. (2014) · Water, Air and Soil Pollution · doi:10.1007/s11270-014-1977-y · Cited by 82 · see citing works
Factors affecting highway runoff quality
Opher, T., & Friedler, E. (2010) · Urban Water Journal · doi:10.1080/15730621003782339 · Cited by 78 · see citing works
He, J., Valeo, C., Chu, A., et al. (2011) · Journal of Hydrology · doi:10.1016/j.jhydrol.2011.01.024 · Cited by 76 · see citing works
Lau, S., Han, Y., Kang, J., et al. (2009) · Water Environment Research · doi:10.2175/106143008x357237 · Cited by 75 · see citing works
Monitoring pollutants in highway runoff
Crabtree, B., Moy, F., Whitehead, M., & Roe, A. (2006) · Water and Environment Journal · doi:10.1111/j.1747-6593.2006.00033.x · Cited by 73 · see citing works
An assessment of the availability of pollutant constituents on road surfaces
Ball, J. (1998) · The Science of The Total Environment · doi:10.1016/s0048-9697(97)00319-7 · Cited by 73 · see citing works
Estimating Pollutant Mass Accumulation on Highways during Dry Periods
Kim, L.-H., Zoh, K., Jeong, S., et al. (2006) · Journal of Environmental Engineering · doi:10.1061/(asce)0733-9372(2006)132:9(985 · Cited by 69 · see citing works
Seçkin, N., Çobaner, M., Yurtal, R., et al. (2013) · Water Resources Management · doi:10.1007/s11269-013-0278-3 · Cited by 68 · see citing works
Sources and transport pathways of common heavy metals to urban road surfaces
Gunawardena, J. M. A., Ziyath, A. M., Egodawatta, P., et al. (2015) · Ecological Engineering · doi:10.1016/j.ecoleng.2015.01.023 · Cited by 68 · see citing works
Impervious surfaces and sewer pipe effects on stormwater runoff temperature
Sabouri, F., Gharabaghi, B., Mahboubi, A. A., & McBean, E. A. (2013) · Journal of Hydrology · doi:10.1016/j.jhydrol.2013.08.016 · Cited by 61 · see citing works
Self-citationFai, C. M., Yusop, Z., & Shirazi, S. M. (2013) · Environmental Monitoring and Assessment · doi:10.1007/s10661-013-3175-6 · Cited by 59 · see citing works
Bayram, A., Kankal, M., & ÖNSOY, H. (2011) · Environmental Monitoring and Assessment · doi:10.1007/s10661-011-2269-2 · Cited by 59 · see citing works
Event-based total suspended sediment particle size distribution model
Thompson, J., Sattar, A. M. A., Gharabaghi, B., & Warner, R. C. (2016) · Journal of Hydrology · doi:10.1016/j.jhydrol.2016.02.056 · Cited by 59 · see citing works
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Trenouth, W. R., Gharabaghi, B., & Perera, N. (2015) · Journal of Hydrology · doi:10.1016/j.jhydrol.2015.03.004 · Cited by 58 · see citing works
Self-citationA three-stage treatment system for highly polluted urban road runoff
Hilliges, R., Schriewer, A., & Helmreich, B. (2013) · Journal of Environmental Management · doi:10.1016/j.jenvman.2013.05.024 · Cited by 57 · see citing works
Atieh, M., Mehltretter, S., Gharabaghi, B., et al. (2015) · Journal of Hydrology · doi:10.1016/j.jhydrol.2015.11.008 · Cited by 56 · see citing works
Self-citationRoad Salt Application in Highland Creek Watershed, Toronto, Ontario - Chloride Mass Balance
Perera, N., Gharabaghi, B., Noehammer, P., et al. (2010) · Water Quality Research Journal · doi:10.2166/wqrj.2010.044 · Cited by 53 · see citing works
Self-citationEntropy-based neural networks model for flow duration curves at ungauged sites
Atieh, M., Gharabaghi, B., & Rudra, R. P. (2015) · Journal of Hydrology · doi:10.1016/j.jhydrol.2015.08.068 · Cited by 52 · see citing works
Self-citationEvaluation of factors influencing diffusion of pollutant loads in urban highway runoff
Shinya, M., Tsuruho, K., Konishi, T., et al. (2003) · Water Science & Technology · doi:10.2166/wst.2003.0693 · Cited by 51 · see citing works
Computational Neural Networks Driving Complex Analytical Problem Solving
Hanrahan, G. (2010) · Analytical Chemistry · doi:10.1021/ac902636q · Cited by 49 · see citing works
Prediction of water quality index (WQI) based on artificial neural network (ANN)
Khuan, L. Y., Hamzah, N., & Jailani, R. (2003) · Student Conference on Research and Development · doi:10.1109/scored.2002.1033081 · Cited by 49 · see citing works
Modelling the effects of changes in rainfall event characteristics on TSS loads in urban runoff
Borris, M., Viklander, M., Gustafsson, A., & Maršálek, J. (2013) · Hydrological Processes · doi:10.1002/hyp.9729 · Cited by 48 · see citing works
Integrative neural networks models for stream assessment in restoration projects
Gazendam, E., Gharabaghi, B., Ackerman, J. D., et al. (2016) · Journal of Hydrology · doi:10.1016/j.jhydrol.2016.02.057 · Cited by 46 · see citing works
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Liu, Y., Yang, W., Yu, Z., et al. (2015) · Water Resources Management · doi:10.1007/s11269-014-0729-5 · Cited by 43 · see citing works
Alias, N. B., Liu, A., Goonetilleke, A., et al. (2014) · Ecological Engineering · doi:10.1016/j.ecoleng.2014.01.008 · Cited by 42 · see citing works
Accumulation of Traffic-Related Trace Metals in Urban Winter-Long Roadside Snowbanks
Moghadas, S., Paus, K. H., Muthanna, T. M., et al. (2015) · Water Air & Soil Pollution · doi:10.1007/s11270-015-2660-7 · Cited by 42 · see citing works
Li, M., & Barrett, M. E. (2008) · Water Environment Research · doi:10.2175/106143008x296451 · Cited by 42 · see citing works
Transport of stormwater pollutants through a roadside grassed swale
Bäckström, M., Viklander, M., & Malmqvist, P. (2006) · Urban Water Journal · doi:10.1080/15730620600855985 · Cited by 40 · see citing works
Improved urban stormwater treatment and pollutant removal pathways in amended wet detention ponds
Istenič, D., Arias, C. A., Vollertsen, J., Nielsen, A. H., Wium‐Andersen, T., Hvitved‐Jacobsen, T., & Brix, H. (2012) · Journal of Environmental Science and Health Part A · doi:10.1080/10934529.2012.673306 · Cited by 38 · see citing works
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Kim, R. J., Loucks, D. P., & Stedinger, J. R. (2012) · Water Resources Management · doi:10.1007/s11269-012-0045-x · Cited by 37 · see citing works
Highway runoff quality in Ireland
Desta, M. B., Bruen, M., Higgins, N. M. P., & Johnston, P. M. (2007) · Journal of Environmental Monitoring · doi:10.1039/b702327h · Cited by 37 · see citing works
Li, H. (2015) · Journal of Infrastructure Systems · doi:10.1061/(asce)is.1943-555x.0000248 · Cited by 37 · see citing works
Comparative analysis of water quality and toxicity assessment methods for urban highway runoff.
Chen, R.-H., Li, F.-P., Zhang, H.-P., Jiang, Y.-J., Mao, L.-C., Wu, L.-L., & Chen, L. (2016) · Science of the Total Environment · doi:10.1016/j.scitotenv.2016.02.143 · Cited by 37 · see citing works
Trenouth, W. R., & Gharabaghi, B. (2015) · Journal of Hydrology · doi:10.1016/j.jhydrol.2015.08.034 · Cited by 36 · see citing works
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Betts, A., Gharabaghi, B., & McBean, E. A. (2014) · Journal of Hydrology · doi:10.1016/j.jhydrol.2014.06.005 · Cited by 36 · see citing works
Self-citationMayer, T., Rochfort, Q., Maršálek, J., et al. (2011) · Water Quality Research Journal · doi:10.2166/wqrjc.2011.036 · Cited by 36 · see citing works
Seasonal and spatial distribution patterns of atmospheric phosphorus deposition to Lake Simcoe, ON
Brown, L. J., Taleban, V., Gharabaghi, B., et al. (2011) · Journal of Great Lakes Research · doi:10.1016/j.jglr.2011.01.004 · Cited by 35 · see citing works
Self-citationA Scoping Study of Livestock Antimicrobials in Agricultural Streams of Alberta
Forrest, F., Lorenz, K., Thompson, T., Keenliside, J., Kendall, J. D., & Charest, J. (2011) · Canadian Water Resources Journal / Revue canadienne des ressources hydriques · doi:10.4296/cwrj3601001 · Cited by 35 · see citing works
Wu, L., Jiang, Y.-J., Zhang, L., Chen, L., & Zhang, H.-P. (2014) · Environmental science and pollution research international · doi:10.1007/s11356-013-2193-9 · Cited by 29 · see citing works
Salt vulnerability assessment methodology for municipal supply wells
Betts, A., Gharabaghi, B., McBean, E., et al. (2015) · Journal of Hydrology · doi:10.1016/j.jhydrol.2015.11.004 · Cited by 28 · see citing works
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Trenouth, W. R., & Gharabaghi, B. (2015) · Journal of Hydrology · doi:10.1016/j.jhydrol.2015.03.010 · Cited by 26 · see citing works
Self-citationArora, A. S., & Reddy, A. S. (2013) · Bulletin of Environmental Contamination and Toxicology · doi:10.1007/s00128-013-1160-y · Cited by 26 · see citing works
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Karvazy, K., & Webster, V. L. (2015) · doi:10.1061/9780784479162 · Cited by 26 · see citing works
Gazendam, E., Gharabaghi, B., Jones, F. C., et al. (2011) · Canadian Water Resources Journal / Revue canadienne des ressources hydriques · doi:10.4296/cwrj3602827 · Cited by 24 · see citing works
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Finney, K., Gharabaghi, B., McBean, E., et al. (2010) · Water Quality Research Journal · doi:10.2166/wqrj.2010.039 · Cited by 22 · see citing works
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Chen, L., & Zhang, X. (2009) · Advances in soft computing · doi:10.1007/978-3-540-88914-4_3 · Cited by 19 · see citing works
Effects of rainfall patterns on highway runoff pollution and its control
Hwang, C.-C., & Weng, C. (2015) · Water and Environment Journal · doi:10.1111/wej.12109 · Cited by 17 · see citing works
Mondal, S., Jana, S., Majumder, M., et al. (2011) · Applied Water Science · doi:10.1007/s13201-011-0020-3 · Cited by 17 · see citing works
Roadway Runoff Water Quality from Milled and Unaltered Surfaces during Convective Storms
MacKay, A. A., Zinke, S., Mahoney, J., et al. (2011) · Journal of Environmental Engineering · doi:10.1061/(asce)ee.1943-7870.0000446 · Cited by 13 · see citing works
Mercury Vapor Determination in Hospitals
Prokopowicz, A., & Mniszek, W. (2005) · Environmental Monitoring and Assessment · doi:10.1007/s10661-005-1606-8 · Cited by 12 · see citing works
Event-based design tool for construction site erosion and sediment controls
Trenouth, W. R., & Gharabaghi, B. (2015) · Journal of Hydrology · doi:10.1016/j.jhydrol.2015.06.054 · Cited by 11 · see citing works
Self-citationContamination of roadside soils by runoff pollutants: A numerical study
Pan, T., & Miao, T. (2015) · Transportation Geotechnics · doi:10.1016/j.trgeo.2014.07.006 · Cited by 10 · see citing works
Treating Highway Bridge Deck Runoff Using Bioretention and a Swale
Luell, S. K., Hunt, W. F., & Winston, R. J. (2011) · World Environmental and Water Resources Congress (EWRI) · doi:10.1061/41173(414)40 · Cited by 9 · see citing works
Al-Badaii, F., & Shuhaimi-Othman, M. (2014) · Cited by 9 · see citing works
Development of statistical linear regression model for metals from transportation land uses
Maniquiz-Redillas, M. C., Lee, S., Lee, E.-J., et al. (2009) · Water Science & Technology · doi:10.2166/wst.2009.247 · Cited by 6 · see citing works
Patel, J. A., & Drieu, O. (2005) · Water and Environment Journal · doi:10.1111/j.1747-6593.2005.tb01590.x · Cited by 4 · see citing works
The Effect of Highway Stormwater Runoff on Water Quality in the Little Cahaba Creek
Butler, C. G., & Vasconcelos, J. G. (2015) · World Environmental and Water Resources Congress (EWRI) · doi:10.1061/9780784479162.261 · Cited by 3 · see citing works
Luell, S. K., Hunt, W. F., & Winston, R. J. (2010) · 2010 Pittsburgh, Pennsylvania, June 20 - June 23, 2010 · doi:10.13031/2013.29784 · Cited by 3 · see citing works
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Clifford, C., Bieroza, M., Clarke, S. J., Pickard, A., Stratigos, M. J., Hill, M. J., Raheem, N., Tatariw, C., Wood, P. J., Arismendi, I., et al. (2025) · Communications Earth & Environment · doi:10.1038/s43247-025-02699-y · Cited by 16 · see citing works
- Authors
- Trenouth, W. R., & Gharabaghi, B.
- Affiliations
- University of Guelph (CA)
- Corresponding author
- Gharabaghi, Bahram
- ORCID
- Gharabaghi, Bahram
- Venue
- Journal of Hydrology
- Publisher
- Elsevier BV
- Published
- 2016-11
- Volume
- 542
- Pages
- 143-155
- ISSN
- 0022-1694 (ISSN-L)
- OpenAlex
- W2510474495
- Cited by
- 26
- References
- 100
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 1 · 2023: 1 · 2022: 1 · 2021: 4 · 2020: 5 · 2019: 2 · 2018: 5 · 2017: 5
- FWCI
- 2.50
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Hydrology (publishedVersion)
- Funders
- Ontario Ministry of Transportation
- National Sciences and Engineering Research Council
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Urban Stormwater Management Solutions
- Physical Sciences › Environmental Science › Environmental Engineering › Hydrological Forecasting Using AI
- Physical Sciences › Environmental Science › Water Science and Technology › Water Quality and Pollution Assessment
- Keywords
- event mean concentration, suspended solids, heavy metals, copper, zinc, chromium, lead, artificial neural networks, storms, pollutant removal efficiency, environmentally sensitive areas
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