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Occurrence of titanium dioxide nanoparticle in Taihu Lake (China) and its removal at a full-scale drinking water treatment plant

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Abstract

The occurrence of titanium dioxide nanoparticle (TNP), an emerging contaminant, in Taihu Lake of China was investigated. Ti was present at a concentration of 224 ± 59 μg/L in the water samples collected from a water source in east Taihu Lake. Approximately 0.19% of the Ti-containing matter was at the nano-scale. Scanning Electron Microscope analysis verified the existence of Ti-containing components, such as TiOx and FeTiOx. Furthermore, Ti K-edge X-ray absorption near-edge structure spectroscopy was used to detect the phase composition of nano-scaled Ti-containing matter. The spectra showed the three characteristic peaks of TiO2 in the samples, suggesting the occurrence of TNP in Taihu Lake. A least-squares linear combination fitting analysis indicated that the TNP concentration in the water source was ~0.77 μg/L in water and ~0.85 μg/g-dry in sediment. The removal performance of the TNP at a full-scale conventional drinking water treatment plant indicated that ~61% of TNP was removed via coagulation/sediment, sand filtration, and disinfection/clear water reservoir. The coagulation/sediment process accounted for approximately 70% of the total removed TNP. The finished water contained ~ 0.30 μg/L TNP. This study is the first that reported the presence and transport of TNP in a full-scale drinking water treatment system.

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References

  • Abbott Chalew TE, Ajmani GS, Huang H, Schwab KJ (2013) Evaluating nanoparticle breakthrough during drinking water treatment. Environ Health Perspect 121:1161–1166

    Article  Google Scholar 

  • Allen NS, Edge M, Verran J, Stratton J, Maltby J, Bygott C (2008) Photocatalytic titania based surfaces: environmental benefits. Polym Degrad Stab 93:1632–1646

    Article  CAS  Google Scholar 

  • Battin TJ, Kammer FVD, Weilhartner A, Ottofuelling S, Hofmann T (2009) Nanostructured TiO2: transport behavior and effects on aquatic microbial communities under environmental conditions. Environ Sci Technol 43:8098–8104

    Article  CAS  Google Scholar 

  • Boxall AB, Chaudhry Q, Sinclair C (2007) Current and future predicted environmental exposure to engineered nanoparticles. Central Science Laboratory, Department of the Environment and Rural Affairs, London, UK

  • Bureau of Taihu Lake Basin (2013) The comprehensive planning of Taihu River Basin (2012-2030). Bureau of Taihu Lake Basin, 81

  • Chalew TEA, Ajmani GS, Huang HO, Schwab KJ (2013) Evaluating nanoparticle breakthrough during drinking water treatment. Environ Health Perspect 121:1161–1166

    Article  Google Scholar 

  • Chang H-H, Cheng T-J, Huang C-P, Wang G-S(2017) Characterization of titanium dioxide nanoparticle removal in simulated drinking water treatment processes. Sci Total Environ 601:886–894

    Article  Google Scholar 

  • Donovan AR, Adams CD, Ma YF, Stephan C, Eichholz T, Shi HL (2016) Single particle ICP-MS characterization of titanium dioxide, silver, and gold nanoparticles during drinking water treatment. Chemosphere 144:148–153

    Article  CAS  Google Scholar 

  • Eley DD, Pines H, Weisz PB (1986) Advances in catalysis, vol 34. Academic Press, Orlando

  • Federici G, Shaw BJ, Handy RD (2007) Toxicity of titanium dioxide nanoparticles to rainbow trout (Oncorhynchus mykiss): Gill injury, oxidative stress, and other physiological effects. Aquat Toxicol 84:415–430

    Article  CAS  Google Scholar 

  • Force ER (1991) Geology of titanium-mineral deposits. The Geological Society of America, Boulder

  • Gaillard JF, Webb SM, Quintana JPG (2001) Quick X-ray absorption spectroscopy for determining metal speciation in environmental samples. J Synchrotron Radiat 8:928–930

    Article  CAS  Google Scholar 

  • Gottschalk F, Sonderer T, Scholz RW, Nowack B (2009) Modeled environmental concentrations of engineered nanomaterials (TiO2, ZnO, Ag, CNT, fullerenes) for different regions. Environ Sci Technol 43:9216–9222

    Article  CAS  Google Scholar 

  • Gottschalk F, Lassen C, Kjoelholt J, Christensen F, Nowack B (2015) Modeling flows and concentrations of nine engineered nanomaterials in the Danish environment. Int J Environ Res Public Health 12:5581–5602

    Article  CAS  Google Scholar 

  • Grafe M, Donner E, Collins RN, Lombi E (2014) Speciation of metal(loid)s in environmental samples by X-ray absorption spectroscopy: a critical review. Anal Chim Acta 822:1–22

    Article  CAS  Google Scholar 

  • Guo L (2007) Ecology - Doing battle with the green monster of Taihu Lake. Science 317:1166–1166

    Article  CAS  Google Scholar 

  • Hagens WI, Oomen AG, de Jong WH, Cassee FR, Sips AJAM (2007) What do we (need to) know about the kinetic properties of nanoparticles in the body? Regul Toxicol Pharmacol 49:217–229

    Article  CAS  Google Scholar 

  • Hund-Rinke K, Simon M (2006) Ecotoxic effect of photocatalytic active nanoparticles TiO2 on algae and daphnids. Environ Sci Pollut Res 13:225–232

    Article  CAS  Google Scholar 

  • Hyung H, Kim JH (2009) Dispersion of C(60) in natural water and removal by conventional drinking water treatment processes. Water Res 43:2463–2470

    Article  CAS  Google Scholar 

  • Jomini S, Clivot H, Bauda P, Pagnout C (2015) Impact of manufactured TiO2 nanoparticles on planktonic and sessile bacterial communities. Environ Pollut 202:196–204

    Article  CAS  Google Scholar 

  • Khosravi K, Hoque ME, Dimock B, Hintelmann H, Metcalfe CD (2012) A novel approach for determining total titanium from titanium dioxide nanoparticles suspended in water and biosolids by digestion with ammonium persulfate. Anal Chim Acta 713:86–91

    Article  CAS  Google Scholar 

  • Kiser MA, Westerhoff P, Benn T, Wang Y, Perez-Rivera J, Hristovski K (2009) Titanium nanomaterial removal and release from wastewater treatment plants. Environ Sci Technol 43:6757–6763

    Article  CAS  Google Scholar 

  • Lee YS, Lim HM, Kim SJ, Lee WJ, Cho DH (2003) Estimation of phase ratio for nano-sized TiO2 powders by TiK-edge XANES. Res Chem Intermed 29:783–791

    Article  CAS  Google Scholar 

  • Li Z, Hassan AA, Sahle-Demessie E, Sorial GA (2013) Transport of nanoparticles with dispersant through biofilm coated drinking water sand filters. Water Res 47:6457–6466

    Article  CAS  Google Scholar 

  • Li DP, Cui FY, Zhao ZW, Liu DM, Xu YP, Li HT, Yang XN (2014) The impact of titanium dioxide nanoparticles on biological nitrogen removal from wastewater and bacterial community shifts in activated sludge. Biodegradation 25:167–177

    Article  Google Scholar 

  • Liu X, Chen G, Su C (2011) Effects of material properties on sedimentation and aggregation of titanium dioxide nanoparticles of anatase and rutile in the aqueous phase. J Colloid Interface Sci 363:84–91

    Article  CAS  Google Scholar 

  • Liu Z, Yu S, Park H, Liu G, Yuan Q (2016) Retention of titanium dioxide nanoparticles in biological activated carbon filters for drinking water and the impact on ammonia reduction. Biodegradation 27:95–106

    Article  CAS  Google Scholar 

  • Lomer MCE, Thompson RPH, Powell JJ (2002) Fine and ultrafine particles of the diet: influence on the mucosal immune response and association with Crohn’s disease. Proc Nutr Soc 61:123–130

    Article  Google Scholar 

  • Lovern SB, Klaper R (2006) Daphnia magna mortality when exposed to titanium dioxide and fullerene (C-60) nanoparticles. Environ Toxicol Chem 25:1132–1137

    Article  CAS  Google Scholar 

  • Manceau A, Marcus MA, Tamura N (2002) Quantitative speciation of heavy metals in soils and sediments by synchrotron X-ray techniques. Rev Mineral Geochem 49:341–428

    Article  CAS  Google Scholar 

  • Miao W, Zhu B, Xiao X, Li Y, Dirbaba NB, Zhou B, Wu H (2015) Effects of titanium dioxide nanoparticles on lead bioconcentration and toxicity on thyroid endocrine system and neuronal development in zebrafish larvae. Aquat Toxicol 161:117–126

    Article  CAS  Google Scholar 

  • Ministry of construction of the People`s Republic of China (2002) The standard of water quantity for city`s residential use (GB/T 50331-2002). China building industry press. Beijing

  • Mueller NC, Nowack B (2008) Exposure modeling of engineered nanoparticles in the environment. Environ Sci Technol 42:4447–4453

    Article  CAS  Google Scholar 

  • Nel A, Xia T, Madler L, Li N (2006) Toxic potential of materials at the nanolevel. Science 311:622–627

    Article  CAS  Google Scholar 

  • O’Brien N, Cummins E (2010)Nano-scale pollutants: fate in irish surface and drinking water regulatory systems. Hum Ecol Risk Assess 16:847–872

    Article  Google Scholar 

  • Perret D, Newman ME, Negre JC, Chen YW, Buffle J (1994) Submicron particles in the Rhine River.1. Physicochemical characterization. Water Res 28:91–106

    Article  CAS  Google Scholar 

  • Qiu XH, Zhu T, Jing L, Pan HS, Li QL, Miao GF, Gong JC (2004) Organochlorine pesticides in the air around the Taihu Lake, China. Environ Sci Technol 38:1368–1374

    Article  CAS  Google Scholar 

  • Rottman J, Platt LC, Sierra-Alvarez R, Shadman F (2013) Removal of TiO2 nanoparticles by porous media: effect of filtration media and water chemistry. Chem Eng J 217:212–220

    Article  CAS  Google Scholar 

  • Sun H, Zhang X, Zhang Z, Chen Y, Crittenden JC (2009) Influence of titanium dioxide nanoparticles on speciation and bioavailability of arsenite. Environ Pollut 157:1165–1170

    Article  CAS  Google Scholar 

  • Tong T, Wilke CM, Wu J, Binh CT, Kelly JJ, Gaillard JF, Gray KA (2015a) Combined toxicity of nano-ZnO and Nano-TiO2: from single- to multinanomaterial systems. Environ Sci Technol 49:8113–8123

    Article  CAS  Google Scholar 

  • Tong TZ, Hill AN, Alsina MA, Wu JS, Shang KY, Kelly JJ, Gray KA, Gaillard JF (2015b) Spectroscopic characterization of TiO2 polymorphs in wastewater treatment and sediment samples. Environ Sci Technol Lett 2:12–18

    Article  CAS  Google Scholar 

  • Wang YD, Ma CL, Sun XD, Li HD (2003) Synthesis and characterization of amorphous TiO2 with wormhole-like framework mesostructure. J Non-Cryst Solids 319:109–116

    Article  CAS  Google Scholar 

  • Wang JX, Zhou GQ, Chen CY, Yu HW, Wang TC, Ma YM, Jia G, Gao YX, Li B, Sun J, Li YF, Jiao F, Zhao YL, Chai ZF (2007) Acute toxicity and biodistribution of different sized titanium dioxide particles in mice after oral administration. Toxicol Lett 168:176–185

    Article  CAS  Google Scholar 

  • Wei J (2011) Bacterial toxicity of oxide nanoparticles and their effects on bacterial surface biomolecules. University of Massachusetts, Amherst, p 368

    Google Scholar 

  • Weir A, Westerhoff P, Fabricius L, Hristovski K, von Goetz N (2012) Titanium dioxide nanoparticles in food and personal care products. Environ Sci Technol 46:2242–2250

    Article  CAS  Google Scholar 

  • Yang M, Yu JW, Li ZL, Guo ZH, Burch M, Lin TF (2008) Taihu Lake not to blame for Wuxi’s woes. Science 319:158–158

    Article  CAS  Google Scholar 

  • Yu H, Pan J, Bai Y, Zong X, Li XY, Wang LZ (2013) Hydrothermal synthesis of a crystalline rutile TiO2 nanorod based network for efficient dye-sensitized solar cells. Chem-Eur J 19:13569–13574

    Article  CAS  Google Scholar 

  • Yu R, Fang X, Somasundaran P, Chandran K (2015)Short-term effects of TiO2, CeO2, and ZnO nanoparticles on metabolic activities and gene expression of Nitrosomonas europaea. Chemosphere 128:207–215

    Article  CAS  Google Scholar 

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Acknowledgments

The authors would like to thank BL14W1 beamline (Shanghai Synchrotron Radiation Facility) for providing the beam time.

Funding

This work was supported by “The National Major Project of Science & Technology Ministry of China (No. 2012ZX07403-001)” and “The National Major Project of Science & Technology Ministry of China (No. 2017ZX07101002-04)”.

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Zhiyuan Liu was responsible for the design and implementation of the experiment, while Shuili Yu and Min Rui participated in the discussion of the experimental direction.

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Correspondence to Shuili Yu.

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Liu, Z., Rui, M. & Yu, S. Occurrence of titanium dioxide nanoparticle in Taihu Lake (China) and its removal at a full-scale drinking water treatment plant. Environ Sci Pollut Res 29, 23352–23360 (2022). https://doi.org/10.1007/s11356-021-15775-5

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