Removal of heavy metals from urban stormwater runoff using bioretention media mix
Open accessAbstract
Heavy metals from urban stormwater runoff are important sources of surface water pollutants. Sand, zeolite, sandy loam, and quartz-sand were separately mixed with lignin to form four bioretention media mixes for experimental study using synthetic stormwater runoff. The average removal efficiencies of four heavy metals (Cu, Zn, Cd, and Pb) by the four media mixes were all better than 97% at the optimum pH of 6.05 (ranging from 6 to 8) and the seven-day rainfall-event interval. The influence of the influent concentration and the rainfall-event interval on the removal efficiency of heavy metals by the four media mixes was not significant, but the variation of the removal efficiencies at the four-day rainfall-event interval was large. Under acidic conditions, there was a certain heavy metal dissolution in the four reactors, but the effect on the removal efficiency was minor. Heavy metals were present in the media mainly in the form of the residual fraction (>50%). The accumulation of Cu, Zn, and Cd in the surface planting-soil layer (same humus and sandy-loam mixture for all reactors) was significantly larger than the accumulation at deeper depths but not for Pb. Overall, the heavy metal removal efficiencies by the four media mixes were not significantly different, and the choice of the planting-soil layer can become the control factor of heavy metal removal.
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Most studies concerning filter material in stormwater bioretention test alternative low-cost materials or adsorbents.
“or III) Test alternative low-cost materials or adsorbents (e.g. red soil, perlite, vermiculite, coco-peat, construction waste etc.) (e.g. Vijayaraghavan et al., 2010; Wang et al., 2017).”
From Dissolved metal adsorption capacities and fractionation in filter materials for use in stormwater bioretention facilities (2019) · cites this paper as Wang et al., 2017
The introduction (section “Cu Pb Cd Zn”; page unavailable) says this study tests four alternative bioretention media mixes, so Wang et al. is an appropriate example of that type of study. The copy does not establish that most filter-material studies test low-cost alternatives; it says instead that bioretention studies have mostly examined a single medium. (LLM, conf=0.86)
Experimental — accuracy not yet measuredIn the one study that addressed fractionation in bioretention systems, metals were mainly trapped (>50%) in the residual fraction.
“The results indicated that metals were mainly trapped (>50%) in the residual fraction, but the tests were restricted to filter material mixes with lignin in lab-scale bioretention columns (Wang et al., 2017).”
From Dissolved metal adsorption capacities and fractionation in filter materials for use in stormwater bioretention facilities (2019) · cites this paper as Wang et al., 2017
The Summary and Conclusions state that heavy metals in the bioretention media were mainly in the residual fraction (F5). Section 3.5.2 reports 66.1% for Zn, and Section 2.2 identifies lignin in all four experimental media mixes. The passages found do not establish the claimed >50% threshold for every metal. (LLM, conf=0.82)
Experimental — accuracy not yet measuredIn a laboratory-scale study of Cd removal by four bioretention filter materials (fine sand, zeolite, sand and quartz sand), accumulated Cd was detected mainly in the residual form.
“In contrast, in a laboratory-scale study of Cd removal by four bioretention filter materials (fine sand, zeolite, sand and quartz sand) accumulated Cd was detected mainly in the residual form (Wang et al., 2017).”
From Dissolved metal adsorption capacities and fractionation in filter materials for use in stormwater bioretention facilities (2019) · cites this paper as Wang et al., 2017
Section 3.5.3 reports that the majority of Cd in the four media was in the residual fraction. However, the study identifies the media as sand, zeolite, sandy loam, and quartz sand, each mixed with lignin—not fine sand, zeolite, sand, and quartz sand as claimed (Sections 2.2 and 3.5.3). (LLM, conf=0.90)
Experimental — accuracy not yet measuredMost studies concerning filter material in stormwater bioretention are done on entire bioretention systems at lab-, pilot- or full-scale and not only on the filter material itself.
“Most studies concerning filter material in stormwater bioretention are I) done on entire bioretention systems at either lab-, pilot- or full-scale (e.g. Li and Davis, 2008; Wang et al., 2017) and not only on the filter material itself;”
From Dissolved metal adsorption capacities and fractionation in filter materials for use in stormwater bioretention facilities (2019) · cites this paper as Wang et al., 2017
That study's tests were restricted to filter material mixes with lignin in lab-scale bioretention columns.
“The results indicated that metals were mainly trapped (>50%) in the residual fraction, but the tests were restricted to filter material mixes with lignin in lab-scale bioretention columns (Wang et al., 2017).”
From Dissolved metal adsorption capacities and fractionation in filter materials for use in stormwater bioretention facilities (2019) · cites this paper as Wang et al., 2017
Conflicting results have been observed in previous studies regarding removal of dissolved metals in stormwater bioretention systems: some found efficient retention, while others found substantial leaching.
“Conflicting results have been observed in previous studies regarding removal of dissolved metals in stormwater bioretention systems. Some have found that dissolved metals are efficiently retained (e.g. Blecken et al., 2011; Wang et al., 2017), while others have found substantial leaching (e.g. Muthanna et al., 2007; Hatt et al., 2008; Søberg et al., 2017).”
From Dissolved metal adsorption capacities and fractionation in filter materials for use in stormwater bioretention facilities (2019) · cites this paper as Wang et al., 2017
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Genç-Fuhrman, H., Mikkelsen, P. S., & Ledin, A. (2007) · Water Research · doi:10.1016/j.watres.2006.10.024 · Cited by 238 · see citing works
Flagged first, then by citations
Research works printed but not linked: 46
- Christina, M.C.; Hession, W.C.; Donna, M.R. Watershed imperviousness impacts on stream channel ondition in southeastern pennsylvania. J. Am. Water Resour. Assoc. 2006, 42, 941-956.
- Liu, J.; Sample, D.; Bell, C.; Guan, Y. Review and research needs of bioretention used for the treatment of urban stormwater. Water 2014, 6, 1069-1099. [CrossRef] · DOI
- Davis, B.; Birch, G. Comparison of heavy metal loads in stormwater runoff from major and minor urban roads using pollutant yield rating curves. Environ. Pollut. 2010, 158, 2541-2545. [CrossRef] [PubMed] · DOI
- Wang, J.; Zhang, P.; Yang, L.; Huang, T. Cadmium removal from urban stormwater runoff via bioretention technology and effluent risk assessment for discharge to surface water. J. Contam. Hydrol. 2016, 185-186, 42-50. [CrossRef] [PubMed] · DOI
- Li, L.Q.; Yin, C.Q.; He, Q.C.; Kong, L.L. Contribution of pollution load of storm runoff in urban areas of Hanyang, Wuhan City on the receiving water. China Environ. Sci. 2007, 3, 312-316. (In Chinese)
- Pan, G.Q.; Che, W.; Li, J.-Q.; Li, H.-Y. Urban runoff pollution control quantity and Its design rainfall in China. China Water Wastewater 2008, 22, 25-29. (In Chinese)
- Cederkvist, K.; Jensen, M.; Ingvertsen, S.; Holm, P. Controlling stormwater quality with filter soil-Event and dry weather testing. Water 2016, 8, 349. [CrossRef] · DOI
- Helmreich, B.; Hilliges, R.; Schriewer, A.; Horn, H. Runoff pollutants of a highly trafficked urban road-Correlation analysis and seasonal influences. Chemosphere 2010, 80, 991-997. [CrossRef] [PubMed] · DOI
- Ellis, J.B.; Revitt, D.M.; Harrop, D.O.; Beckwith, P.R. The contribution of highway surfaces to urban stormwater sediments and metal loadings. Sci. Total Environ. 1987, 59, 339-349. [CrossRef] · DOI
- Gao, J.J.; Zhang, L.P.; Huang, S.B.; Ma, M.; Wang, Z.J. Preliminary health risk assessment of heavy metals in drinking waters in Beijing. Environ. Sci. 2004, 25, 47-50. (In Chinese)
- Wang, J.; Zhang, P.; Yang, L.; Huang, T. Adsorption characteristics of construction waste for heavy metals from urban stormwater runoff. Chin. J. Chem. Eng. 2015, 23, 1542-1550. [CrossRef] · DOI
- Murakami, M.; Nakajima, F.; Furumai, H. The sorption of heavy metal species by sediments in soakaways receiving urban road runoff. Chemosphere 2008, 70, 2099-2109. [CrossRef] [PubMed] · DOI
- Li, H.Y.; Hu, L.; Wang, C.C. The measuring of heavy metal content in road runoff. Environ. Chem. 2009, 28, 145-146. (In Chinese)
- Li, Q.Q.; Li, T.L.; Zhao, Q.; Liu, D.; Jin, Z. Characteristics of heavy metal pollution in road rainfall-runoff of Tianjin city. Ecol. Environ. Sci. 2011, 1, 143-148. (In Chinese)
- Zhang, K.; He, L.I.; Dafang, F.U.; Fang, Z. Characteristics of heavy metal pollution in runoff from three different types of roofs. Acta Sci. Circumst. 2011, 31, 724-730. (In Chinese)
- Chinese Environmental Quality Standard for Surface Water (GB 3838-2002); China Environmental Science Press: Beijing, China, 2002.
- Ouyang, W.; Wang, W.; Haom, F.; Song, K.; Wang, Y. Pollution characterization of urban stormwater runoff on different underlying surface conditions. China Environ. Sci. 2010, 30, 1249-1256. (In Chinese)
- Davis, A.P. Green Engineering Principles Promote Low-impact Development. Environ. Sci. Technol. 2005, 39, 338A-344A. [CrossRef] [PubMed] · DOI
- Peng, J.; Cao, Y.; Rippy, M.; Afrooz, A.; Grant, S. Indicator and pathogen removal by low impact development best management practices. Water 2016, 8, 600. [CrossRef] · DOI
- Davis, A.P.; Shokouhian, M.; Sharma, H.; Winogradoff, D. Water quality improvement through bioretention: Lead, copper, and zinc removal. Water Environ. Res. 2003, 75, 73-75. [CrossRef] [PubMed] · DOI
- Khan, U.; Valeo, C.; Chu, A.; He, J. A data driven approach to bioretention cell performance: Prediction and design. Water 2013, 5, 13-28. [CrossRef] · DOI
- Lucke, T.; Nichols, P.W.B. The pollution removal and stormwater reduction performance of street-side bioretention basins after ten years in operation. Sci. Total Environ. 2015, 536, 784-792. [CrossRef] [PubMed] · DOI
- Davis, A.P.; Mohammad, S.; Himanshu, S.; Christie, M. Laboratory study of biological retention for urban stormwater management. Water Environ. Res. 2001, 71, 5-14. [CrossRef] · DOI
- Sun, X.; Davis, A.P. Heavy metal fates in laboratory bioretention systems. Chemosphere 2007, 66, 1601-1609. [CrossRef] [PubMed] · DOI · Paper page
- Marchand, L.; Mench, M.; Jacob, D.L.; Otte, M.L. Metal and metalloid removal in constructed wetlands, with emphasis on the importance of plants and standardized measurements: A review. Environ. Pollut. 2010, 158, 3447-3461. [CrossRef] [PubMed] · DOI
- Li, H.; Davis, A.P. Heavy metal capture and accumulation in bioretention media. Environ. Sci. Technol. 2008, 42, 5247-5253. [CrossRef] [PubMed] · DOI · Paper page
- Dietz, M.E. Lowimpact development practices: A reviewof current 17 research and recommendations for future directions. Water Air Soil Pollut. 2007, 186, 351-363. [CrossRef] · DOI
- Tessier, A.; Campbell, P.G.C.; Bisson, M. Sequential extraction procedure for the speciation of particulate trace metals. Anal. Chem. 1979, 51, 844-851. [CrossRef] · DOI · Paper page
- Xu, H.; Ni, F.J.; Liu, Q.Q.; Shen, H.; Chen, R.S. Research on hydraulic conductivity of porous asphalt mixture. China J. Highw. Transp. 2004, 17, 1-5. (In Chinese)
- Wu, C.; Junqi, L. Urban Stormwater Utilization Technology and Management; China Architecture & Building Press: Beijing, China, 2006.
- Reddy, K.R.; Xie, T.; Dastgheibi, S. Removal of heavy metals from urban stormwater runoff using different filter materials. J. Environ. Chem. Eng. 2014, 2, 282-292. [CrossRef] · DOI
- Rios, C.A.; Williams, C.D.; Roberts, C.L. Removal of heavy metals from acid mine drainage (AMD) using coal fly ash, natural clinker and synthetic zeolites. J. Hazard. Mater. 2008, 156, 23-35. [CrossRef] [PubMed] · DOI
- Wu, P.; Zhou, Y.S. Simultaneous removal of coexistent heavy metals from simulated urban stormwater using four sorbents: A porous iron sorbent and its mixtures with zeolite and crystal gravel. J. Hazard. Mater. 2009, 168, 674-680. [CrossRef] [PubMed] · DOI
- Lim, H.S.; Lim, W.; Hu, J.Y.; Ziegler, A.; Ong, S.L. Comparison of filter media materials for heavy metal removal from urban stormwater runoff using biofiltration systems. J. Environ. Manag. 2015, 147, 24-33. [CrossRef] [PubMed] · DOI
- Lau, Y.L.; Marsalek, J.; Rochfort, Q. Use of a biofilter for treatment of heavy metals in highway runoff. Water Qual. Res. J. Can. 2000, 35, 563-580.
- Hatt, B.E.; Fletcher, T.D.; Deletic, A. Hydraulic and pollutant removal performance of stormwater filters under variable wetting and drying regimes. Water Sci. Technol. 2007, 56, 11-19. [CrossRef] [PubMed] · DOI
- Henderson, C.; Greenway, M.; Phillips, I. Removal of dissolved nitrogen, phosphorus and carbon from stormwater by biofiltration mesocosms. Water Sci. Technol. 2007, 55, 183-191. [CrossRef] [PubMed] · DOI
- Zhang, C.; Shan, B.; Tang, W.; Dong, L.; Zhang, W.; Pei, Y. Heavy metal concentrations and speciation in riverine sediments and the risks posed in three urban belts in the Haihe Basin. Ecotoxicol. Environ. Saf. 2017, 139, 263-271. [CrossRef] [PubMed] · DOI
- Anirudhan, T.S.; Sreekumari, S.S. Adsorptive removal of heavy metal ions from industrial effluents using activated carbon derived from waste coconut buttons. J. Environ. Sci. 2011, 23, 1989-1998. [CrossRef] · DOI
- Chen, T.; Chen, Z. Cadmium adsorption in soil influenced by dissolved organic matter derived from rice straw and sediment. Chin. J. Appl. Ecol. 2002, 13, 183-186.
- Neyestani, M.R.; Bastami, K.D.; Esmaeilzadeh, M.; Shemirani, F.; Khazaali, A.; Molamohyeddin, N.; Afkhami, M.; Nourbakhsh, S.; Dehghani, M.; Aghaei, S.; et al. Geochemical speciation and ecological risk assessment of selected metals in the surface sediments of the northern Persian Gulf. Mar. Pollut. Bull. 2016, 109, 603-611. [CrossRef] [PubMed] · DOI
- Anju, M.; Banerjee, D.K. Comparison of two sequential extraction procedures for heavy metal partitioning in mine tailings. Chemosphere 2010, 78, 1393-1402. [CrossRef] [PubMed] · DOI
- Mo, Z.; Wang, C.X.; Chen, Q. Form distribution and transformation of heavy metals of Cu, Pb, Zn, Cr and Cd in soils. Agro-Environ. Prot. 2002, 21, 9-12. (In Chinese)
- Wang, Z.W.; Liu, X.; Yao, X.S.; Hou, X. Effects of soluble inorganic salts on the distribution and bioavailability of cadmium in soil. J. Agric. Environ. Sci. 2008, 27, 884-888. (In Chinese)
- Xu, L.; Wang, T.; Wang, J.; Lu, A. Occurrence, speciation and transportation of heavy metals in 9 coastal rivers from watershed of Laizhou Bay, China. Chemosphere 2017, 173, 61-68. [CrossRef] [PubMed] · DOI
- Wei, L.; Wang, K.; Noguera, D.R.; Jiang, J.; Oyserman, B.; Zhao, N.; Zhao, Q.; Cui, F. Transformation and speciation of typical heavy metals in soil aquifer treatment system during long time recharging with secondary effluent: Depth distribution and combination. Chemosphere 2016, 165, 100-109. [CrossRef] · DOI
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Al-Ameri, M., Hatt, B., Le Coustumer, S., Fletcher, T., Payne, E., & Deletic, A. (2018) · Journal of Hydrology · doi:10.1016/j.jhydrol.2018.03.027 · Cited by 75 · see citing works
Hasan, M. S., Geza, M., Vasquez, R., Chilkoor, G., & Gadhamshetty, V. (2020) · Water, Air, & Soil Pollution · doi:10.1007/s11270-020-04588-w · Cited by 65 · see citing works
Søberg, L. C., Winston, R., Viklander, M., & Blecken, G.-T. (2019) · Water Research X · doi:10.1016/j.wroa.2019.100032 · Cited by 47 · see citing works
“The results indicated thatmetals weremainly trapped (>50%) in the residual fraction, but the tests were restricted to filter material mixes with lignin in lab-scale bioretention columns (Wang et al., 2017).”
BackgroundInfluential
- Authors
- Wang, J., Zhao, Y., Yang, L., Tu, N., Xi, G., & Fang, X.
- Affiliations
- Beijing University of Civil Engineering and Architecture (CN)
- Jiuquan Environmental Monitoring Branch, Jiuquan 735000, China
- Corresponding author
- Wang, Jianlong
- Venue
- Water
- Publisher
- MDPI AG
- Published
- 2017-11-03
- Volume
- 9
- Issue
- 11
- Pages
- 854
- ISSN
- 2073-4441 (ISSN-L)
- OpenAlex
- W2766106410
- Cited by
- 67
- References
- 1
- Citations by year
- 2026: 6 · 2025: 5 · 2024: 8 · 2023: 6 · 2022: 9 · 2021: 17 · 2020: 9 · 2019: 5 · 2018: 2
- FWCI
- 2.46
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Water (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Urban Stormwater Management Solutions
- Physical Sciences › Environmental Science › Pollution › Heavy metals in environment
- Physical Sciences › Environmental Science › Water Science and Technology › Heavy Metal Pollution Remediation
- Keywords
- heavy metal removal, urban stormwater runoff, bioretention media, lignin, zeolites, sand, sandy loam soil, quartz sand, copper, zinc, cadmium, lead, heavy metal speciation, heavy metal accumulation in soil, pH effect
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