Effect of Disc Filtration with and without Addition of Flocculent on Nano- and Micro-Particles and Their Associated Polycyclic Aromatic Hydrocarbons in Stormwater
Abstract
:1. Introduction
2. Materials and Methods
2.1. Catchment, Test-Site and Treatment Technology



2.2. Sampling and Sample Handling
2.3. Physical Parameters and Particle Characterization
2.4. PAH Analysis
2.5. Statistical Data Treatment
3. Results and Discussion
3.1. Physical Parameters
| Rain Event | Depth (mm) | Max Intensity (µm/s) a | Storm Duration (min) | pH | % Change | EC (µS/cm) | % Change | Turbidity (NTU) | % Change | TSS (mg/L) | % Change | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Inlet | Outlet | Inlet | Outlet | Inlet | Outlet | Inlet | Outlet | |||||||||
| Without flocculant | 1 | 6.0 | 1.4 | 86 | 6.7 | 6.4 | 4.5 | 60 | 50 | 17 | 16 | 12 | 25 | 18 | 5 | 72 |
| 2 | 4.6 | 0.53 | 256 | 7.0 | 7.1 | −1.4 | 50 | 40 | 20 | 12 | 12 | <0.01 | 31 | 13 | 58 | |
| 3 | 3.6 | 0.46 | 209 | 6.5 | 6.6 | −1.5 | 850 | 960 | −13 | 33 | 30 | 9.1 | 659 | 623 | 5.5 | |
| Deposition1 * (autumn) | - | - | - | 3.5 | - | - | 91 | - | - | 0.8 | - | - | n.a. | - | - | |
| With flocculant | 4 | 1 | 1.0 | 450 | n.a. | n.a. | n.a. | 280 | 247 | 12 | 16 | 6 | 63 | 10 | 2 | 80 |
| 5 | 2.6 | 0.44 | 117 | 7.4 | 7.2 | 2.7 | 836 | 17 | 98 | 109 | 27 | 75 | 172 | 13 | 92 | |
| 6 | 14 | 1.98 | 246 | 6.9 | 7.0 | −1.5 | 168 | 171 | −1.8 | 80 | 11 | 86 | 91 | 7 | 92 | |
| Deposition 2 ** (spring/summer) | - | - | - | 6.2 | - | - | 13 | - | - | 2.2 | - | - | n.a. | - | - | |
3.2. Particle Size



3.3. PAH
| Total sum PAHs (µg/L) a | Event | |||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 4 | 5 | 6 | 2 | 6 | ||||||||||||||||||
| Inlet | Outlet | Inlet | Outlet | Inlet | Outlet | Inlet | Outlet | Inlet | Outlet | Reject | Reject | |||||||||||||
| 4.71 | 1.08 | 1.46 | 0.36 | 4.92 | 1.91 | 1.05 | 0.99 | 1.92 | 1.04 | 4.02 | 7.35 | |||||||||||||
| Sum PAHs (µg/L) | P | S | P | S | P | S | P | S | P | S | P | S | P | S | P | S | P | S | P | S | P | S | P | S |
| 3.83 | 0.88 | 0.72 | 0.36 | 1.46 | bld | 0.364 | bld | 3.23 | 1.69 | 0.44 | 1.47 | 1.05 | bld | 0.86 | 0.13 | 1.73 | 0.19 | 1.04 | bld | 4.02 | bld | 7.24 | 0.11 | |
| Acenaphthene | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld |
| Acenaphthylene | 0.05 | bld | bld | bld | bld | bld | bld | bld | 0.02 | bld | 0.04 | bld | bld | bld | bld | bld | bld | bld | bld | bld | 0.04 | bld | 0.07 | bld |
| Anthracene | 0.11 | 0.08 | 0.05 | 0.04 | 0.10 | bld | 0.02 | bld | 0.24 | 0.14 | bld | 0.12 | 0.07 | bld | 0.05 | bld | 0.11 | 0.03 | 0.07 | bld | 0.30 | bld | 0.58 | 0.03 |
| Benzo[a]anthracene | 0.21 | 0.07 | bld | 0.03 | 0.07 | bld | bld | bld | 0.07 | 0.10 | bld | 0.10 | bld | bld | bld | bld | 0.07 | bld | bld | bld | 0.22 | bld | 0.25 | bld |
| Benzo[a]pyrene | 0.21 | 0.07 | bld | 0.03 | 0.04 | bld | bld | bld | 0.05 | 0.12 | bld | 0.12 | bld | bld | bld | bld | 0.05 | bld | bld | bld | 0.12 | bld | 0.22 | bld |
| Benzo[b]fluoranthene | 0.25 | bld | bld | bld | 0.04 | bld | bld | bld | 0.07 | bld | bld | bld | bld | bld | bld | bld | 0.05 | bld | bld | bld | 0.12 | bld | 0.24 | bld |
| Benzo[ghi]perylene | 0.22 | 0.07 | bld | 0.03 | 0.07 | bld | bld | bld | 0.10 | 0.11 | bld | 0.12 | 0.02 | bld | bld | bld | 0.08 | bld | 0.03 | bld | 0.23 | bld | 0.35 | bld |
| Benzo[k]fluoranthene | 0.40 | n.a. | bld | n.a. | 0.12 | n.a. | bld | n.a. | 0.15 | n.a. | bld | n.a. | 0.03 | n.a. | 0.03 | n.a. | 0.14 | n.a. | 0.05 | n.a. | 0.40 | n.a. | 0.55 | n.a. |
| Chrysene | 0.25 | 0.05 | bld | bld | 0.04 | bld | bld | bld | 0.04 | 0.08 | bld | 0.07 | bld | bld | bld | bld | 0.03 | bld | bld | bld | 0.08 | bld | 0.19 | bld |
| Fluoranthene | 0.63 | 0.12 | 0.2 | bld | 0.30 | bld | 0.09 | bld | 0.76 | 0.22 | 0.12 | 0.20 | 0.20 | bld | 0.23 | 0.04 | 0.38 | 0.04 | 0.28 | bld | 0.89 | bld | 1.6 | bld |
| Fluorene | bld | 0.03 | bld | bld | 0.02 | bld | bld | bld | bld | 0.09 | bld | 0.06 | bld | bld | bld | bld | bld | bld | bld | bld | bld | bld | 0.03 | bld |
| Indeno[1,2,3-cd]pyrene and Dibenz[a,h] anthracene | 0.23 | 0.08 | bld | 0.04 | 0.05 | bld | bld | bld | 0.08 | 0.12 | bld | 0.13 | bld | bld | bld | bld | 0.06 | 0.03 | 0.02 | bld | 0.15 | bld | 0.26 | bld |
| Naphthalene | 0.24 | 0.10 | 0.08 | 0.05 | 0.14 | bld | 0.11 | bld | 0.10 | 0.22 | 0.10 | 0.19 | 0.29 | bld | 0.13 | 0.03 | 0.07 | 0.03 | 0.04 | bld | 0.09 | bld | 0.15 | 0.04 |
| Phenanthrene | 0.09 | bld | 0.02 | bld | 0.02 | bld | bld | bld | 0.07 | 0.03 | bld | bld | 0.02 | bld | bld | bld | 0.04 | bld | bld | bld | 0.08 | bld | 0.15 | bld |
| Pyrene | 0.94 | 0.21 | 0.37 | 0.09 | 0.45 | bld | 0.14 | bld | 1.48 | 0.46 | 0.18 | 0.36 | 0.42 | bld | 0.42 | 0.06 | 0.65 | 0.06 | 0.55 | bld | 1.3 | bld | 2.6 | 0.04 |

4. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
- Vejen, F. Tropisk styrtregn over København den 2. Juli – Alle danske monsterregns moder. Vejret 2011, 128, 1–11. (In Danish) [Google Scholar]
- Johannsdottir, L.; Davidsdottir, B.; Goodsite, M.; Olafsson, S. What is the potential and demonstrated role of non-life insurers in fulfilling climate commitments? A case study of Nordic insurers. Environ. Sci. Policy 2014, 38, 87–106. [Google Scholar] [CrossRef]
- Fletcher, T.D.; Shuster, W.; Hunt, W.F.; Ashley, R.; Butler, D.; Arthur, S.; Trowsdale, S.; Barraud, S.; Semadeni-Davies, A.; Bertrand-Krajewski, J.-L.; et al. SUDS, LID, BMPs, WSUD and more—The evolution and application of terminology surrounding urban drainage. Urban Water J. 2014. [Google Scholar] [CrossRef]
- Hvitved-Jacobsen, T.; Vollertsen, J.; Nielsen, A.H. Urban and Highway Stormwater Pollution: Concepts and Engineering; CRC Press: Boca Raton, FL, USA, 2010; pp. 1–323. [Google Scholar]
- Buffle, J.; Leppard, G.G. Characterization of aquatic colloids and macromolecules: 1—Structure and behavior of colloidal material. Environ. Sci. Technol. 1994, 29, 2169–2175. [Google Scholar] [CrossRef]
- Gustafsson, O.; Gschwend, P.M. Aquatic colloids: Concepts, definitions, and current challenges. Limnol. Oceanogr. 1997, 42, 519–528. [Google Scholar] [CrossRef]
- Göbel, P.; Dierkes, C.; Coldewey, W.G. Storm water runoff concentration matrix for urban areas. J. Contam. Hydrol. 2007, 91, 26–42. [Google Scholar] [CrossRef] [PubMed]
- Sörme, L.; Lagerkvist, R. Sources of heavy metals in urban wastewater in Stockholm. Sci. Total Environ. 2002, 298, 131–145. [Google Scholar] [CrossRef] [PubMed]
- Brown, J.N.; Peake, B.M. Determination of colloidally-associated polycyclic aromatic hydrocarbons (PAHs) in fresh water using C18 solid phase extraction disks. Anal. Chim. Acta 2003, 486, 159–169. [Google Scholar] [CrossRef]
- Eriksson, E.; Baun, A.; Scholes, L.; Ledin, A.; Ahlman, S.; Revitt, M.; Noutsopoulos, C.; Mikkelsen, P.S. Selected stormwater priority pollutants—A European perspective. Sci. Total Environ. 2007, 383, 41–51. [Google Scholar] [CrossRef] [PubMed]
- Maliszewska-Kordybach, B. Sources, concentrations, fate and effects of polycyclic aromatic hydrocarbons (PAHs) in the environment. Part A: PAHs in air. Pol. J. Environ. Stud. 1999, 8, 131–136. [Google Scholar]
- Directive 2008/105/EC of the European Parliamentand of the Council of 16 December 2008 on Environmental Quality Standards in the Field of Water Policy, Amending and Subsequently Repealing Council Directives 82/176/EEC, 83/513/EEC, 84/156/EEC, 84/491/EEC, 86/280/EEC and amending Directive 2000/60/EC of the European Parliament and of the Council. Available online: http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=OJ:L:2008:348:0084:0097:en:PDF (accessed on 16 March 2015).
- Directive 2013/39/EU of the European Parliamentand of the Council of 12 August 2013 Amending Directives 2000/60/EC and 2008/105/EC as regards Priority Substances in the Field of Water Policy. Available online: http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=OJ:L:2013:226:0001:0017:EN:PDF (accessed on 16 March 2015).
- Eriksson, E. Heavy Metals and Xenobiotic Organic Compounds in Stormwater Run-Off. Potential and Problems Related to Reuse of Water in Households. Ph.D. Thesis, Department of Environmental Engineering, Technical University of Denmark, Copenhagen, Denmark, 2002. [Google Scholar]
- Makepeace, D.K.; Smith, D.W.; Stanley, S.J. Urban stormwater quality: Summary of contaminant data. Crit. Rev. Environ. Sci. Technol. 1995, 25, 93–139. [Google Scholar] [CrossRef]
- Directive 2000/60/EC of the European Parliamentand of the Council of 23 October 2000 Establishing a Framework for Community Action in the Field of Water Policy. Available online: http://www.heritagecouncil.ie/fileadmin/user_upload/Policy/External_Policy_Docs/Water_Framework_Directive.pdf (accessed on 16 March 2015).
- Liu, J.; Sample, D.J.; Bell, C.; Guan, Y. Review and research needs of bioretention used for the treatment of urban stormwater. Water 2014, 6, 1069–1099. [Google Scholar] [CrossRef]
- Kalmykova, Y.; Björklund, K.; Strömvall, A.-M.; Blom, L. Partitioning of polycyclic aromatic hydrocarbons, alkylphenols, bisphenol A and phthalates in landfill leachates and stormwater. Water Res. 2013, 47, 1317–1328. [Google Scholar] [CrossRef] [PubMed]
- Danish Nature Agency. Vandplan 2010–2015 (Water Plan 2010–2015). Oresund. Main Water Catchment 2.3. Water District Zealand. Available online: http://naturstyrelsen.dk/media/129462/23-%C3%B8resund_med_forside.pdf (accessed on 16 March 2015). (In Danish)
- Google Map. Mapdata. Available online: www.google.dk/maps/@55.7629869,12.4653354,16z (accesed on 13 November 2014).
- Veolia Water. Hydrotech 2012 Hydrotech Discfilter-17/21/31-Series. Available online: http://www.water-proved.de/de/Downloads/Hydroetch_Downloads/Brochure-HSF17_21_31-080415-DE-PRINT.pdf (accessed on 16 March 2015).
- Lindblom, E.; Ahlman, S.; Mikkelsen, P.S. Uncertainty-based calibration and prediction with a stormwater surface accumulation-washoff model based on sampled Zn, Cu, Pb and Cd field data. Water Res. 2011, 45, 3823–3835. [Google Scholar] [CrossRef] [PubMed]
- U.S. Environmental Protection Agency. Residue, Non-Filterable Gravimetric, Dried at 103–105 °C; Method 160.2; U.S. EPA National Exposure Research Laboratory (NERL): Research Triangle Park, NC, USA, 1971. [Google Scholar]
- Allen, T. Powder sampling and particle size measuremen. In Particle Size Measurements, 5th ed.; Springer: Dordrecht, The Netherlands, 1997; Volume 1, pp. 329–338. [Google Scholar]
- Li, Y.; Lau, S.-L.; Kayhanian, M.; Stenstrom, M.K. Dynamic characteristics of particle size distribution in highway runoff: Implications for settling tank design. J. Environ. Eng. 2006, 132, 825–861. [Google Scholar] [CrossRef]
- Ganzler, K.; Salgo, A.; Valko, K. Microway extraction—A novel sample preparation method for chromatography. J. Chromatogr. 1986, 371, 299–306. [Google Scholar] [CrossRef] [PubMed]
- Waksmundzka-Hajnos, M.; Wronska, B. Retention Behaviour of Model Solutes on Mixed Silica-Magnesua adsorbents by TLC. Comparison with the adsorption properties of Florisil. Chromatographia 1996, 43, 405–412. [Google Scholar] [CrossRef]
- Willey, J.D.; Bennett, R.I.; Williams, J.M.; Denne, R.K.; Kornegay, C.R.; Perlotto, M.S.; Moore, B.M. Effect of storm type on rainwater composition in southeastern North Carolina. Environ. Sci. Technol. 1988, 22, 41–46. [Google Scholar] [CrossRef] [PubMed]
- Fenn, M.E.; Bytnerowicz, A. Summer throughfall and winter deposition in the San Bernardino mountains in Southern California. Atmos. Environ. 1997, 31, 673–483. [Google Scholar] [CrossRef]
- Engelhard, C.; de Toffol, S.; Lek, I.; Rauch, W.; Dallinger, R. Environmental impacts of urban snow management—The alpine case study of Innsbruck. Sci. Total Environ. 2007, 382, 286–294. [Google Scholar] [CrossRef] [PubMed]
- Legret, M.; Pagotto, C. Evaluation of pollutant loadings in the runoff waters from a major rural highway. Sci. Total Environ. 1999, 235, 143–150. [Google Scholar] [CrossRef] [PubMed]
- Langeveld, J.G.; Liefting, H.J.; Boogaard, F.C. Uncertainties of stormwater characteristics and removal rates of stormwater treatment facilities: Implications for stormwater handling. Water Res. 2012, 46, 6868–6880. [Google Scholar] [CrossRef] [PubMed]
- Lucke, T.; Mohamed, M.A.K.; Tindale, N. Pollutant removal and hydraulic reduction performance of field grassed swales during runoff simulation experiments. Water 2014, 6, 1887–1904. [Google Scholar] [CrossRef]
- Zhang, K.; Randelovic, A.; Page, D.; McCarthy, D.T.; Deletic, A. The validation of stormwater biofilters for micropollutant removal using in situ challenge tests. Ecol. Eng. 2014, 67, 1–10. [Google Scholar] [CrossRef]
- Cho, D.; Lee, S.; Frey, M.W. Characterizing zeta potential of functional nanofibers in a microfluidic device. J. Colloid Interface Sci. 2012, 372, 252–260. [Google Scholar] [CrossRef] [PubMed]
- Jia, J.; Jia, Z.; Iwata, S. Bimodal colloidal mixtures: From fast to slow aggregation regions. J. Colloid Interface Sci. 2011, 362, 633–637. [Google Scholar] [CrossRef] [PubMed]
© 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Nielsen, K.; Mørch-Madsen, A.; Mikkelsen, P.S.; Eriksson, E. Effect of Disc Filtration with and without Addition of Flocculent on Nano- and Micro-Particles and Their Associated Polycyclic Aromatic Hydrocarbons in Stormwater. Water 2015, 7, 1306-1323. https://doi.org/10.3390/w7031306
Nielsen K, Mørch-Madsen A, Mikkelsen PS, Eriksson E. Effect of Disc Filtration with and without Addition of Flocculent on Nano- and Micro-Particles and Their Associated Polycyclic Aromatic Hydrocarbons in Stormwater. Water. 2015; 7(3):1306-1323. https://doi.org/10.3390/w7031306
Chicago/Turabian StyleNielsen, Katrine, Andreas Mørch-Madsen, Peter S. Mikkelsen, and Eva Eriksson. 2015. "Effect of Disc Filtration with and without Addition of Flocculent on Nano- and Micro-Particles and Their Associated Polycyclic Aromatic Hydrocarbons in Stormwater" Water 7, no. 3: 1306-1323. https://doi.org/10.3390/w7031306
APA StyleNielsen, K., Mørch-Madsen, A., Mikkelsen, P. S., & Eriksson, E. (2015). Effect of Disc Filtration with and without Addition of Flocculent on Nano- and Micro-Particles and Their Associated Polycyclic Aromatic Hydrocarbons in Stormwater. Water, 7(3), 1306-1323. https://doi.org/10.3390/w7031306

