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Frontiers of Environmental Science & Engineering

ISSN 2095-2201

ISSN 2095-221X(Online)

CN 10-1013/X

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2018 Impact Factor: 3.883

Front. Environ. Sci. Eng.    2019, Vol. 13 Issue (1) : 13    https://doi.org/10.1007/s11783-019-1091-x
RESEARCH ARTICLE
Transferral of HMs pollution from road-deposited sediments to stormwater runoff during transport processes
Qian Wang1, Qionghua Zhang1,2, Mawuli Dzakpasu1,2, Nini Chang1, Xiaochang Wang1,2()
1. Key Laboratory of Northwest Water Resource, Environment and Ecology (Ministry of Education), School of Environmental and Municipal Engineering, Xi’an University of Architecture and Technology, Xi’an 710055, China
2. International Science & Technology Cooperation Center for Urban Alternative Water Resources Development, Xi’an 710055, China
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Abstract

Ratio of turbidity and TSS (Tur/TSS) was used to characterize PSD of stormwater particles.

Pb and Zn preferred to accumulate in finer RDS, while Cu, Cr and Ni in coarser RDS.

HMs pollution in stormwater particles increased linearly with Tur/TSS.

Dissolvability of HMs and PSD variations contribute to the differences between RDS and stormwater.

Stormwater runoff, derived from the wash-off of road-deposited sediments (RDS), contains elevated heavy metal (HM) concentrations and, thus, imposes an increasing threat to urban aquatic ecosystems. In-depth understanding of the variations of HMs pollution from RDS to stormwater during transport processes facilitates the development of effective RDS and stormwater control strategies. Toward this end, the distribution of HMs (Cu, Pb, Zn, Cr, and Ni) in RDS and stormwater were investigated simultaneously. The results show a preferential accumulation of Pb and Zn in the finer (<38.5 μm) RDS, and Cu, Cr and Ni in the coarser (38.5–150 μm) RDS. For stormwater, n.d.~48.6% of HMs fractionated into the dissolved phase, and stormwater particles constitute the primary carriers of HMs. Furthermore, the accumulation of HMs in stormwater particles increased linearly with finer particle size distributions (PSD). Geoaccumulation index (Igeo) highlighted the predominant pollution of both RDS and stormwater particles by Cu, Pb and Zn. Nonetheless, Cu, Pb, and Ni mostly contributed the potential ecological risk of RDS, whereas Cu, Pb, and Zn mainly contributed that of stormwater particles. Moreover, contamination by Cu, Pb and Zn was significantly higher in stormwater particles than that in RDS. These differences are attributable to the solubility and size-dependent accumulation of HMs in RDS, as well as the PSD variations during transport processes. The study outcomes highlight the importance of very fine (nano- and submicron- scale) RDS in stormwater pollution and the necessity of control.

Keywords Road-deposited sediment      Stormwater runoff      Heavy metal      Particle size      Pollution variation     
Corresponding Author(s): Xiaochang Wang   
Issue Date: 12 December 2018
 Cite this article:   
Qian Wang,Qionghua Zhang,Mawuli Dzakpasu, et al. Transferral of HMs pollution from road-deposited sediments to stormwater runoff during transport processes[J]. Front. Environ. Sci. Eng., 2019, 13(1): 13.
 URL:  
https://academic.hep.com.cn/fese/EN/10.1007/s11783-019-1091-x
https://academic.hep.com.cn/fese/EN/Y2019/V13/I1/13
Fig.1  Map of sampling site and surrounding environment (a) photographs on the right side present the RDS (b) and stormwater (c) sampling.
Date RA a)
(mm)
RD b)
(h)
ARI c)
(mm/h)
MRA d)
(mm/h)
ADD
(d)
Rain type Number of samples
May 2 7.2 5.3 1.4 12 6 Showery, light 31
May 31 7.4 0.5 13.9 36 4 Thunderstorm 19
Sept. 14 21.8 5.4 4.0 36 7 Moderate 40
Tab.1  Rainfall characteristics of monitored events over May to September 2016 in Yixing, China
Items Cu Pb Zn Cr Ni
RDS Min 93.0 78.4 406.6 156.6 85.3
Max 194.1 264.8 495.7 276.8 129.6
Average 153.5 194.6 472.0 225.7 112.4
SD 43.3 80.8 43.6 50.5 19.8
CV 0.28 0.42 0.09 0.22 0.18
Stormwater particles Min 55.8 87.4 350.0 40.6 19.8
Max 802.5 1913.3 12538.9 800.0 413.9
Average 297.2 412.2 2652.5 159.8 91.5
SD 151.0 382.3 2569.1 162.2 64.2
CV 0.51 0.93 0.97 1.01 0.70
Background soil (Chinese National Environmental Monitoring Center, 1990) 22.3 26.2 62.6 77.8 26.7
Tab.2  HM concentrations (mg/kg) in bulk RDS, stormwater particles and local soils of Yixing, China
Fig.2  Distribution of HM concentrations in (a) RDS of four size fractions, and (b) stormwater particles with elevated Tur/TSS (i.e. finer PSD). For (a), The bottom and top of the bigger box are the first and third quartiles; the bottom and top of the whiskers are the 1% and the 99% percentiles; the band and smaller box inside the bigger box are the median and mean; the gray circles are the outliers; and the colored boxes indicates the results of one-way ANOVA analyses, whereby similar colors denote no significant differences and vice versa. For (b), the gray, green and yellow scatters represent stormwater samples on May 2, May 31 and Sept. 14, respectively, and the colored dashed lines are corresponding results of linear regression analyses. The red solid lines show the results of linear regression analyses for all stormwater samples from three rainfall events. k and R2 are the corresponding slope and coefficient of determination, respectively.
Fig.3  Geoaccumulation index (Igeo) of HMs in (a) RDS of different size fractions, and (b) stormwater particles with elevated Tur/TSS (i.e. finer PSD). The red lines in (b) show the results of linear regression analyses.
Fig.4  Potential ecological risks (RI) of HMs in (a) RDS of different size fractions, and (b) stormwater particles with elevated Tur/TSS (i.e. finer PSDs). The boxes in (a) and line in (b) have the same meaning with Fig. 2.
Fig.5  Accumulation of HMs in RDS and stormwater particles with particle sizes. The figure was plotted using data obtained from McKenzie et al. (2008), Zhao et al. (2010), Kayhanian et al. (2012), Fedotov et al. (2014) and this study.
1 Aminiyan M M, Baalousha M, Mousavi R, Aminiyan F M, Hosseini H, Heydariyan A (2017). The ecological risk, source identification, and pollution assessment of heavy metals in road dust: A case study in Rafsanjan, SE Iran. Environmental Science and Pollution Research, 25(14): 13382-13395
2 Béchet B, Durin B, Legret M, Cloirec P L (2009). Size fractionation of heavy metals in highway runoff waters. Highway and Urban Environment, 17: 235–244
https://doi.org/10.1007/978-90-481-3043-6_26
3 Beck H J, Birch G F (2012). Metals, nutrients and total suspended solids discharged during different flow conditions in highly urbanised catchments. Environmental Monitoring and Assessment, 184(2): 637–653
https://doi.org/10.1007/s10661-011-1992-z pmid: 21448629
4 Blecken G T, Rentz R, Malmgren C, Öhlander B, Viklander M (2012). Stormwater impact on urban waterways in a cold climate: Variations in sediment metal concentrations due to untreated snowmelt discharge. Journal of Soils and Sediments, 12(5): 758–773
https://doi.org/10.1007/s11368-012-0484-2
5 Charters F J, Cochrane T A, O’Sullivan A D (2015). Particle size distribution variance in untreated urban runoff and its implication on treatment selection. Water Research, 85: 337–345
https://doi.org/10.1016/j.watres.2015.08.029 pmid: 26343992
6 Chinese National Environmental Monitoring Center (1990). The Soil Backgroung Value in China. China Environmental Science Press, Beijing (in Chinese)
7 Fedotov P S, Ermolin M S, Karandashev V K, Ladonin D V (2014). Characterization of size, morphology and elemental composition of nano-, submicron, and micron particles of street dust separated using field-flow fractionation in a rotating coiled column. Talanta, 130: 1–7
https://doi.org/10.1016/j.talanta.2014.06.040 pmid: 25159372
8 Ferreira M, Lau S L, Stenstrom M K (2013). Size fractionation of metals present in highway runoff: Beyond the six commonly reported species. Water Environment Research, 85(9): 793–805
https://doi.org/10.2175/106143013X13736496908870 pmid: 24175409
9 Furumai H, Balmer H, Boller M (2002). Dynamic behavior of suspended pollutants and particle size distribution in highway runoff. Water Science and Technology, 46(11-12): 413–418
https://doi.org/10.2166/wst.2002.0771 pmid: 12523787
10 Hakanson L (1980). An ecological risk index for aquatic pollution control: A sedimentological approach. Water Research, 14(8): 975–1001 doi:10.1016/0043-1354(80)90143-8
11 Hallberg M, Renman G, Lundbom T (2006). Seasonal variations of ten metals in highway runoff and their partition between dissolved and particulate matter. Water, Air, and Soil Pollution, 181(1–4): 183–191
12 Helmreich B, Hilliges R, Schriewer A, Horn H (2010). Runoff pollutants of a highly trafficked urban road—Correlation analysis and seasonal influences. Chemosphere, 80(9): 991–997
https://doi.org/10.1016/j.chemosphere.2010.05.037 pmid: 20579685
13 Huang J, Li F, Zeng G, Liu W, Huang X, Xiao Z, Wu H, Gu Y, Li X, He X, He Y (2016). Integrating hierarchical bioavailability and population distribution into potential eco-risk assessment of heavy metals in road dust: A case study in Xiandao District, Changsha City, China. Science of the Total Environment, 541: 969–976
https://doi.org/10.1016/j.scitotenv.2015.09.139 pmid: 26473699
14 Joshi U M, Balasubramanian R (2010). Characteristics and environmental mobility of trace elements in urban runoff. Chemosphere, 80(3): 310–318
https://doi.org/10.1016/j.chemosphere.2010.03.059 pmid: 20444492
15 Kayhanian M, McKenzie E R, Leatherbarrow J E, Young T M (2012). Characteristics of road sediment fractionated particles captured from paved surfaces, surface run-off and detention basins. Science of the Total Environment, 439: 172–186
https://doi.org/10.1016/j.scitotenv.2012.08.077 pmid: 23063923
16 Li W, Shen Z Y, Tian T, Liu R M, Qiu J L (2012). Temporal variation of heavy metal pollution in urban stormwater runoff. Frontiers of Environmental Science & Engineering, 6(5): 692–700
https://doi.org/10.1007/s11783-012-0444-5
17 Lin M, Gui H, Wang Y, Peng W (2017). Pollution characteristics, source apportionment, and health risk of heavy metals in street dust of Suzhou, China. Environmental Science and Pollution Research International, 24(2): 1987–1998
https://doi.org/10.1007/s11356-016-7934-0 pmid: 27798807
18 Liu A, Gunawardana C, Gunawardena J, Egodawatta P, Ayoko G A, Goonetilleke A (2016). Taxonomy of factors which influence heavy metal build-up on urban road surfaces. Journal of Hazardous Materials, 310: 20–29
https://doi.org/10.1016/j.jhazmat.2016.02.026 pmid: 26897571
19 Liu A, Liu L, Li D, Guan Y (2015). Characterizing heavy metal build-up on urban road surfaces: implication for stormwater reuse. Science of the Total Environment, 515-516: 20–29
https://doi.org/10.1016/j.scitotenv.2015.02.026 pmid: 25687783
20 McKenzie E R, Wong C M, Green P G, Kayhanian M, Young T M (2008). Size dependent elemental composition of road-associated particles. Science of the Total Environment, 398(1-3): 145–153
https://doi.org/10.1016/j.scitotenv.2008.02.052 pmid: 18433840
21 Mirzaei Aminiyan M, Baalousha M, Mousavi R, Mirzaei Aminiyan F, Hosseini H, Heydariyan A (2018). The ecological risk, source identification, and pollution assessment of heavy metals in road dust: A case study in Rafsanjan, SE Iran. Environmental Science and Pollution Research International, 25(14): 13382–13395
https://doi.org/10.1007/s11356-017-8539-y pmid: 28255819
22 Muller G (1969). Index of geoaccumulation in sediments of the Rhine River. GeoJournal, 2(108): 108–118
23 Nie F H, Li T, Yao H F, Feng M, Zhang G K (2008). Characterization of suspended solids and particle-bound heavy metals in a first flush of highway runoff. Journal of Zhejiang University. Science A, 9(11): 1567–1575
https://doi.org/10.1631/jzus.A0820271
24 Padoan E, Romè C, Ajmone-Marsan F (2017). Bioaccessibility and size distribution of metals in road dust and roadside soils along a peri-urban transect. Science of the Total Environment, 601-602: 89–98
https://doi.org/10.1016/j.scitotenv.2017.05.180 pmid: 28550729
25 Peng H Q, Liu Y, Wang H W, Gao X L, Ma L M (2016). Event mean concentration and first flush effect from different drainage systems and functional areas during storms. Environmental Science and Pollution Research International, 23(6): 5390–5398
https://doi.org/10.1007/s11356-015-5657-2 pmid: 26564194
26 Sutherland R A, Tack F M, Ziegler A D (2012). Road-deposited sediments in an urban environment: A first look at sequentially extracted element loads in grain size fractions. Journal of Hazardous Materials, 225-226: 54–62
https://doi.org/10.1016/j.jhazmat.2012.04.066 pmid: 22609391
27 Świetilik R, Trojanowska M, Strzelecka M, Bocho-Janiszewska A (2015). Fractionation and mobility of Cu, Fe, Mn, Pb and Zn in the road dust retained on noise barriers along expressway—A potential tool for determining the effects of driving conditions on speciation of emitted particulate metals. Environmental Pollution, 196: 404–413
https://doi.org/10.1016/j.envpol.2014.10.018 pmid: 25463738
28 Tian P, Li Y X, Yang Z F (2009). Effect of rainfall and antecedent dry periods on heavy metal loading of sediments on urban roads. Frontiers of Earth Science in China, 3(3): 297–302
https://doi.org/10.1007/s11707-009-0042-4
29 Wang Q, Zhang Q, Dzakpasu M, Lian B, Wu Y, Wang X C (2018). Development of an indicator for characterizing particle size distribution and quality of stormwater runoff. Environmental Science and Pollution Research International, 25(8): 7991–8001
https://doi.org/10.1007/s11356-017-1074-z pmid: 29302912
30 Wang Q, Zhang Q, Wu Y, Wang X C (2017). Physicochemical conditions and properties of particles in urban runoff and rivers: Implications for runoff pollution. Chemosphere, 173: 318–325
https://doi.org/10.1016/j.chemosphere.2017.01.066 pmid: 28126567
31 Wei B G, Yang L S (2010). A review of heavy metal contaminations in urban soils, urban road dusts and agricultural soils from China. Microchemical Journal, 94(2): 99–107
https://doi.org/10.1016/j.microc.2009.09.014
32 Ying G X, Sansalone J J (2010). Particulate matter and metals partitioning in highway rainfall-runoff. Frontiers of Environmental Science & Engineering in China, 4(1): 35–46
https://doi.org/10.1007/s11783-010-0009-4
33 Yuen J Q, Olin P H, Lim H S, Benner S G, Sutherland R A, Ziegler A D (2012). Accumulation of potentially toxic elements in road deposited sediments in residential and light industrial neighborhoods of Singapore. Journal of Environmental Management, 101: 151–163
https://doi.org/10.1016/j.jenvman.2011.11.017 pmid: 22410188
34 Yun Y, Park H, Kim L, Ko S (2010). Size distributions and settling velocities of suspended particles from road and highway. KSCE Journal of Civil Engineering, 14(4): 481–488
https://doi.org/10.1007/s12205-010-0481-1
35 Zafra C, Temprano J, Suárez J (2017). A simplified method for determining potential heavy metal loads washed-off by stormwater runoff from road-deposited sediments. Science of the Total Environment, 601-602: 260–270
https://doi.org/10.1016/j.scitotenv.2017.05.178 pmid: 28554117
36 Zhang J, Deng H, Wang D, Chen Z, Xu S (2013). Toxic heavy metal contamination and risk assessment of street dust in small towns of Shanghai suburban area, China. Environmental Science and Pollution Research International, 20(1): 323–332
https://doi.org/10.1007/s11356-012-0908-y pmid: 22529006
37 Zhang J, Hua P, Krebs P (2017). Influences of land use and antecedent dry-weather period on pollution level and ecological risk of heavy metals in road-deposited sediment. Environmental Pollution, 228: 158–168
https://doi.org/10.1016/j.envpol.2017.05.029 pmid: 28528263
38 Zhang Q, Wang X, Hou P, Wan W, Ren Y, Ouyang Z, Yang L (2013). The temporal changes in road stormwater runoff quality and the implications to first flush control in Chongqing, China. Environmental Monitoring and Assessment, 185(12): 9763–9775
https://doi.org/10.1007/s10661-013-3289-x pmid: 23793645
39 Zhao H, Chen X, Hao S, Jiang Y, Zhao J, Zou C, Xie W (2016). Is the wash-off process of road-deposited sediment source limited or transport limited? Science of the Total Environment, 563-564: 62–70
https://doi.org/10.1016/j.scitotenv.2016.04.123 pmid: 27135567
41 Zhao H, Li X (2013a). Risk assessment of metals in road-deposited sediment along an urban-rural gradient. Environmental Pollution, 174: 297–304
https://doi.org/10.1016/j.envpol.2012.12.009 pmid: 23291211
40 Zhao H, Li X (2013b). Understanding the relationship between heavy metals in road-deposited sediments and washoff particles in urban stormwater using simulated rainfall. Journal of Hazardous Materials, 246-247: 267–276
https://doi.org/10.1016/j.jhazmat.2012.12.035 pmid: 23314395
42 Zhao H, Li X, Wang X, Tian D (2010). Grain size distribution of road-deposited sediment and its contribution to heavy metal pollution in urban runoff in Beijing, China. Journal of Hazardous Materials, 183(1-3): 203–210
https://doi.org/10.1016/j.jhazmat.2010.07.012 pmid: 20674162
43 Ziyath A M, Egodawatta P, Goonetilleke A (2016). Build-up of toxic metals on the impervious surfaces of a commercial seaport. Ecotoxicology and Environmental Safety, 127: 193–198
https://doi.org/10.1016/j.ecoenv.2016.01.027 pmid: 26866754
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