journal article·2014-06Open access

Environmental exposure assessment framework for nanoparticles in solid waste

Alessio Boldrin, Steffen Foss Hansen, Anders Baun, Nanna Isabella Bloch Hartmann, Thomas Fruergaard Astrup

Journal of Nanoparticle Research· Volume 16· Issue 6

Abstract

Information related to the potential environmental exposure of engineered nanomaterials (ENMs) in the solid waste management phase is extremely scarce. In this paper, we define nanowaste as separately collected or collectable waste materials which are or contain ENMs, and we present a five-step framework for the systematic assessment of ENM exposure during nanowaste management. The framework includes deriving EOL nanoproducts and evaluating the physicochemical properties of the nanostructure, matrix properties and nanowaste treatment processes as well as transformation processes and environment releases, eventually leading to a final assessment of potential ENM exposure. The proposed framework was applied to three selected nanoproducts: nanosilver polyester textile, nanoTiO 2 sunscreen lotion and carbon nanotube tennis racquets. We found that the potential global environmental exposure of ENMs associated with these three products was an estimated 0.5–143 Mg/year, which can also be characterised qualitatively as medium, medium, low, respectively. Specific challenges remain and should be subject to further research: (1) analytical techniques for the characterisation of nanowaste and its transformation during waste treatment processes, (2) mechanisms for the release of ENMs, (3) the quantification of nanowaste amounts at the regional scale, (4) a definition of acceptable limit values for exposure to ENMs from nanowaste and (5) the reporting of nanowaste generation data.
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Research context

OpenAlex topics: Nanoparticles: synthesis and applications · Microplastics and Plastic Pollution · Recycling and Waste Management Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (79)

Show source-provided references
1. Aizenshtein EM (2006) World production and consumption of polyester fibres and thread. Fibre Chem 38(3):264–271. doi: 10.1007/s10692-006-0081-510.1007/s10692-006-0081-5 ↗
2. Anctil A, Babbitt CW, Raffaelle RP, Landi BJ (2011) Material and energy intensity of fullerene production. Environ Sci Tech 45(6):2353–2359. doi: 10.1021/es103860a10.1021/es103860a ↗
3. Arvidsson R, Molander S, Sandén B (2012) Particle flow analysis from sunscreen, paint, and cement. J Ind Ecol 16:343–35110.1111/j.1530-9290.2011.00429.x ↗
4. Asmatulu E, Twomey J, Overcash M (2012) Life cycle and nano-products: end-of-life assessment. J Nanopart Res 14(3):720. doi: 10.1007/s11051-012-0720-010.1007/s11051-012-0720-0 ↗
5. Baun A, Hartmann NIB, Grieger KD, Hansen SF (2009) Setting the limits for engineered nanoparticles in European surface waters–are current approaches appropriate. J Environ Monit 11:1774–178110.1039/b909730a ↗
6. Beaudrie CEH, Kandlikar M, Satterfield T (2013) From cradle-to-grave at the nanoscale: gaps in US Regulatory oversight along the nanomaterial life cycle. Environ Sci Technol 47(11):5524–5534. doi: 10.1021/es303591x10.1021/es303591x ↗
7. Blasco C, Picó Y (2011) Determining nanomaterials in food. Trends Anal Chem 30:84–9910.1016/j.trac.2010.08.010 ↗
8. Bologa A, Paur H-R, Lehner M, Seifert H, Wäscher T, Woletz K (2009) Collection of fine particles by novel wet electrostatic precipitator. IEEE Trans Ind Appl 45:200910.1109/TIA.2009.2031887 ↗
9. Bolyard S, Reinhart D, Santra S (2013) Behavior of engineered nanoparticles in landfill leachate. Environ Sci Technol. doi: 10.1021/es305175e
10. Boxall A, Chaudhry Q, Sinclair C, Jones A, Aitken R, Jefferson B, et al. (2007) Current and future predicted environmental exposure to engineered nanoparticles. Central Science Laboratory, Department of the Environment and Rural Affairs, London, UK. < http://hero.epa.gov/index.cfm?action=search.view&reference_id=196111 > Accessed July 2011
11. Bystrzejewska-Piotrowska G, Golimowski J, Urban PL (2009) Nanoparticles: their potential toxicity, waste and environmental management. Waste Manag 29:2587–259510.1016/j.wasman.2009.04.001 ↗
12. Cataldo F (2002) A study on the thermal stability to 1000 °C of various carbon allotropes and carbonaceous matter both under nitrogen and in air. Fullerenes, Nanotubes, Carbon Nanostruct 10:293–31110.1081/FST-120016451 ↗
13. Chen J, Doumanidis H, Lyons K, Murday J, Roco M (2007) Manufacturing at the nanoscale. Report of the National Nanotechnology Initiative Workshops 2002–2004. Science. Nanotechnology Coordinating Office. < http://eprints.internano.org/71/1/NNI_Manufacturing_at_the_Nanoscale.pdf >. Accessed July 2011
14. Compositesworld (2008) Market outlook: carbon fiber in sporting goods. < http://www.compositesworld.com/articles/market-outlook-carbon-fiber-in-sporting-goods >. Accessed July 2011
15. Conde J (2009) Economical assessment/textile sector. Final Report. Barcelona: Bax & Willems Consulting Venturing. < http://www.nanoarchive.org/9693/1/ObservatoryNANO_Briefing_No_1_Biodegradable_Packaging.pdf >. Accessed July 2011
16. Council Directive 1991/689. Council Directive 91/689/EEC of 12 December 1991 on hazardous waste. Official Journal of the European Communities, L 377
17. Dahl JA, Maddux BLS, Hutchison JE (2007) Toward greener nanosynthesis. Chem Rev 107(6):2228–226910.1021/cr050943k ↗
18. Dang Y, Zhang Y, Fan L, Chen H, Roco MC (2010) Trends in worldwide nanotechnology patent applications: 1991–2008. J Nanopart Res 12:687–70610.1007/s11051-009-9831-7 ↗
19. Datamonitor (2010) Suncare: Global Industry Guide 2010. Report available at < http://www.datamonitor.com/store/Product/suncare_global_industry_guide_2010?productid=60F79671-C723-41A7-AB02-0A45ECC0BB54 >
20. Deep A, Kumar K, Parveen Kumar, Pawan Kumar, Sharma AL, Gupta B, Bharadwaj LM (2011) Recovery of pure ZnO nanoparticles from spent Zn–MnO2 alkaline batteries. Environ Sci Technol 45:10551–1055610.1021/es201744t ↗
21. Directive 2006/12/EC. DIRECTIVE 2006/12/EC OF The European Parliament and of the Council of 5 April 2006 on waste. Official Journal of the European Union, L 114/9
22. Directive 2012/19/EU. Directive 2012/19/EU of the European Parliament and of the Council of 4 July 2012 on waste electrical and electronic equipment (WEEE). Official Journal of the European Union, L 197/38
23. EC, European Commission (2000) COMMISSION DECISION of 3 May 2000 replacing Decision 94/3/EC establishing a list of wastes pursuant to Article 1(a) of Council Directive 75/442/EEC on waste and Council Decision 94/904/EC establishing a list of hazardous waste pursuant to Article 1(4) of Council Directive 91/689/EEC on hazardous waste. Official Journal of the European Union, L 226/3, Brussels, 2000. < http://eur-lex.europa.eu/LexUriServ/site/en/oj/2000/l_226/l_22620000906en00030024.pdf > Accessed July 2013
24. EC, European Commission (2011) Commission Recommendation of 18 October 2011 on the definition of nanomaterial. Official Journal of the European Union, L 275/38, Brussels, 2011. < http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=OJ:L:2011:275:0038:0040:EN:PDF >. Accessed Jan 2013
25. Emam HE, Manian AP, Široká B, Duelli H, Redl B, Pipal A, Bechtold T (2013) Treatments to impart antimicrobial activity to clothing and household cellulosic-textiles—why “Nano”-silver? J Clean Prod 39:17–23. doi: 10.1016/j.jclepro.2012.08.03810.1016/j.jclepro.2012.08.038 ↗
26. Eurostat (2012) Generation and treatment of municipal waste (1000 t) by NUTS 2 regions. < http://epp.eurostat.ec.europa.eu/portal/page/portal/>statistics/search_database ) accessed 11 January 2013. Accessed July 2013
27. Franco A, Hansen SF, Olsen SO, Butti L (2007) Limits and prospects of the ‘‘incremental approach’’ and the European legislation on the management of risks related to nanomaterials. Regul Toxicol Pharmacol 48:171–18310.1016/j.yrtph.2007.03.007 ↗
28. Geranio L, Heuberger M, Nowack B (2009) The behavior of silver nanotextiles during washing. Environ Sci Technol 43(21):8113–8118. doi: 10.1021/es901833210.1021/es9018332 ↗
29. Gottschalk F, Nowack B, Gawlik B (2010) Report on exposure scenarios and release of nanomaterials to the environment. Mater Sci Technol. < http://nanex-project.eu/index.php/public-documents/doc_details/90-nanexwp5final >. Accessed July 2011
30. Griffiths OG, O’Byrne JP, Torrente-Murciano L, Jones MD, Mattia D, McManus MC (2013) Identifying the largest environmental life cycle impacts during carbon nanotube synthesis via chemical vapour deposition. J Clean Prod 42:180–189. doi: 10.1016/j.jclepro.2012.10.04010.1016/j.jclepro.2012.10.040 ↗
31. Grubb GF, Bakshi BR (2011) Life cycle of titanium dioxide nanoparticle production. J Ind Ecol 15(1):81–9510.1111/j.1530-9290.2010.00292.x ↗
32. Hansen SF, Baun A (2012) European regulation affecting nanomaterials—review of limitations and future recommendations. Dose Response 10:364–38310.2203/dose-response.10-029.Hansen ↗
33. Hansen SF, Larsen BH, Olsen SI, Baun A (2007) Categorization framework to aid hazard identification of nanomaterials. Nanotoxicology 1:243–25010.1080/17435390701727509 ↗
34. Health Council of the Netherlands (2011) Nanomaterials in waste. The Hague. < http://www.gezondheidsraad.nl/sites/default/files/Nano_waste_201114E.pdf >. Accessed July 2013
35. Healy ML, Dahlben LJ, Isaacs J (2008) Environmental assessment of single-walled carbon nanotube processes. J Ind Ecol 12(3):376–393. doi: 10.1111/j.1530-9290.2008.00058.x10.1111/j.1530-9290.2008.00058.x ↗
36. Huang S-H, Chen C–C (2002) Ultrafine aerosol penetration through electrostatic precipitators. Environ Sci Technol 36(21):4625–463210.1021/es011157+ ↗
37. Isaacs JA, Tanwani A, Healy ML, Dahlben LJ (2009) Economic assessment of single-walled carbon nanotube processes. J Nanopart Res 12(2):551–56210.1007/s11051-009-9673-3 ↗
38. ISR (2009) Life cycle assessment of a 100% Australian-Cotton T-shirt. Environmental science & technology. Institute for Sustainable Resources, Queensland University of Technology. < http://www.crdc.com.au/uploaded/file/E-Library/ClimateChangeJuly09/GraceLCAClimateChangeCotton.pdf >. Accessed July 2011
39. Keller A, McFerran S, Lazareva A, Suh S (2013) Global life cycle releases of engineered nanomaterials. J Nanopart Res 15(6):1692. doi: 10.1007/s11051-013-1692-410.1007/s11051-013-1692-4 ↗
40. Khanna V, Bakshi BR, Lee LJ (2007) Life cycle energy analysis and environmental life cycle assessment of carbon nanofibers production. IEEE Int Symp Electron Environ 2007:128–133
41. Köhler AR, Som C, Helland A, Gottschalk F (2008) Studying the potential release of carbon nanotubes throughout the application life cycle. J Clean Prod 16:927–93710.1016/j.jclepro.2007.04.007 ↗
42. Laursen SE, Hansen J, Knudsen HH, Wenzel H, Larsen HF, Christensen FM (2007) EDIPTEX: Environmental assessment of textiles. Database. Danish Ministry of the Environment/Danish Environmental Protection Agency Copenhagen, Denmark. < http://www2.mst.dk/Udgiv/publications/2007/978-87-7052-515-2/pdf/978-87-7052-516-9.pdf >. Accessed July 2011
43. Li Y, Suriyawong A, Daukoru M, Zhuang Y, Biswas P (2009) Measurement and capture of fine and ultrafine particles from a pilot-scale pulverized coal combustor with an electrostatic precipitator. J Air Waste Manag Assoc 59(5):553–559. doi: 10.3155/1047-3289.59.5.55310.3155/1047-3289.59.5.553 ↗
44. Ling M-P, Lin W-C, Liu C–C, Huang Y-S, Chueh M-J, Shih T-S (2012) Risk management strategy to increase the safety of workers in the nanomaterials industry. J Hazard Mater 229–230:83–93. doi: 10.1016/j.jhazmat.2012.05.07310.1016/j.jhazmat.2012.05.073 ↗
45. Liu J, Pui DYH, Wang J (2011) Removal of airborne nanoparticles by membrane coated filters. Sci Total Environ 409:4868–487410.1016/j.scitotenv.2011.08.011 ↗
46. Lombi E, Donner E, Tavakkoli E, Turney T, Naidu R, Miller BW, Scheckel KG (2012) Fate of zinc oxide nanoparticles during anaerobic digestion of wastewater and post-treatment processing of sewage sludge. Environ Sci Technol. doi: 10.1021/es301487s
47. Lore MB, Sambol AR, Japuntich D, Franklin LM, Hinrichs SH (2010) Inter-laboratory performance between two nanoparticle air filtration systems using scanning mobility particle analyzers. J Nanopart Res 13(4):1581–159110.1007/s11051-010-9909-2 ↗
48. Lorenz C, Windler L, von Goetz N, Lehmann RP, Schuppler M, Hungerbühler K, Nowack B (2012) Characterization of silver release from commercially available functional (nano)textiles. Chemosphere 89(7):817–824. doi: 10.1016/j.chemosphere.2012.04.06310.1016/j.chemosphere.2012.04.063 ↗
49. Lozano P, Berge ND (2012) Single-walled carbon nanotube behavior in representative mature leachate. Waste Manag 32(9):1699–171110.1016/j.wasman.2012.03.019 ↗
50. Markus AA, Parsons JR, Roex EWM, Kenter GCM, Laane RWPM (2013) Predicting the contribution of nanoparticles (Zn, Ti, Ag) to the annual metal load in the Dutch reaches of the Rhine and Meuse. Sci Total Environ 456–457:154–160. doi: 10.1016/j.scitotenv.2013.03.05810.1016/j.scitotenv.2013.03.058 ↗
51. Meyer DE, Curran MA, Gonzalez MA (2009) An examination of existing data for the industrial manufacture and use of nanocomponents and their role in the life cycle impact of nanoproducts. Environ Sci Technol 43(5):1256–126310.1021/es8023258 ↗
52. Mueller C, Nowack B (2008) Exposure modeling of engineered nanoparticles in the environment. Environ Sci Technol 42:4447–445310.1021/es7029637 ↗
53. Mueller NC, Buha J, Wang J, Ulrich A, Nowack B (2013) Modeling the flows of engineered nanomaterials during waste handling. Environ Sci Process Impacts 15(1):251. doi: 10.1039/c2em30761h10.1039/C2EM30761H ↗
54. Musee N (2011a) Nanowastes and the environment: potential new waste management paradigm. Environ Int 37:112–12810.1016/j.envint.2010.08.005 ↗
55. Musee N (2011b) Nanotechnology risk assessment from a waste management perspective: are the current tools adequate? Hum Exp Toxicol 30:820–83510.1177/0960327110384525 ↗
56. Nanoledge (2008) Nanoledge overview. < http://www.nanoledge.com/index.php?m=6&l=en&x=file.download&h=0&fileid=4000 >. Accessed July 2011
57. Nanoscale Science Engineering and Technology Subcommittee, The Committee on Technology, National Science and Technology Committee (2004) The National Nanotechnology Initiative Strategy Plan, December 2004. Arlington, VA: National Nanotechnology Coordination Office. < http://www.nano.gov/NNI_Strategic_Plan_2004.pdf >. Accessed July 2011
58. Nguyen T, Pellegrin B, Bernard C, Gu X, Gorham JM, Stutzman P et al (2011) Fate of nanoparticles during life cycle of polymer nanocomposites 2011. J Phys 304:012–060
59. Nowack B, Ranville JF, Diamond S, Gallego-Urrea J, Metcalfe C, Rose J, Horne N, Koelmans A, Klaine SJ (2012) Potential scenarios for nanomaterial release and subsequent alteration in the environment. Environ Toxicol Chem 31(1):50–5910.1002/etc.726 ↗
60. PEN (2009) Consumer product inventory. Washington DC: Project of Emerging Nanotechnologies Woodrow Wilson International Center of Scholars. < http://www.nanotechproject.org/inventories/consumer/browse/ >. Accessed Dec 2012
61. REGULATION (EC) No 1272/2008 of the European Parliament and of the Council of 16 December 2008 on classification, labelling and packaging of substances and mixtures, amending and repealing Directives 67/548/EEC and 1999/45/EC, and amending Regulation (EC) No 1907/2006. Official Journal of the European Union, L 353/1
62. Reinhart DR, Berge ND, Santra S, Bolyard SC (2010) Emerging contaminants: nanomaterial fate in landfills. Waste Manag 30:2020–202110.1016/j.wasman.2010.08.004 ↗
63. Roes L, Patel MK, Worrell E, Ludwig C (2012) Preliminary evaluation of risks related to waste incineration of polymer nanocomposites. Sci Total Environ 417–418:76–8610.1016/j.scitotenv.2011.12.030 ↗
64. Royal Commission on Environmental Pollution (2008) Novel materials in the environment : the case of nanotechnology. London
65. Schauerman CM, Ganter MJ, Gaustad G, Babbitt CW, Raffaelle RP, Landi BJ (2012) Recycling single-wall carbon nanotube anodes from lithium ion batteries. J Mater Chem 22:12008–1201510.1039/c2jm31971c ↗
66. Seager TP, Raffaelle RP, Landi BJ (2008) Sources of variability and uncertainty in LCA of single wall carbon nanotubes for Li-ion batteries in electric vehicles. 2008 IEEE International Symposium on Electronics and the Environment, 1–5. Ieee. doi: 10.1109/ISEE.2008.456287810.1109/ISEE.2008.4562878 ↗
67. SRU (2011) Precautionary strategies for managing nanomaterials. SRU, German Advisory Council on the Environment
68. Steinberger JK, Friot D, Jolliet O, Erkman S (2009) A spatially explicit life cycle inventory of the global textile chain. Int J Life Cycle Assess 14(5):443–455. doi: 10.1007/s11367-009-0078-410.1007/s11367-009-0078-4 ↗
69. Stone V, Nowack B, Baun A, van den Brink N, von der Kammer F, Dusinska M, Handy R, Hankin S, Hassellöv M, Joner E, Fernandes TF (2010) Nanomaterials for environmental studies: classification, reference material issues, and strategies for physico-chemical characterisation. Sci Total Environ 408:1745–175410.1016/j.scitotenv.2009.10.035 ↗
70. The Nanodatabase (2013) An inventory of products that contain nanomaterials or are marketed with the word ‘nano’. < http://nano.db.dk/ >. Accessed 09 July 2013
71. Theis TL, Bakshi BR, Durham D, Fthenakis VM, Gutowski TG, Isaacs J, Seager T et al (2011) A life cycle framework for the investigation of environmentally benign nanoparticles and products. Phys Status Solidi (RRL) Rapid Research Letters 5(9):312–31710.1002/pssr.201105083 ↗
72. Tolaymat TM, El Badawy AM, Genaidy A, Scheckel KG, Luxton TP, Suidan M (2010) An evidence-based environmental perspective of manufactured silver nanoparticle in syntheses and applications: a systematic review and critical appraisal of peer-reviewed scientific papers. Sci Total Environ 408(5):999–100610.1016/j.scitotenv.2009.11.003 ↗
73. Upadhyayula VKK, Meyer DE, Curran MA, Gonzalez M (2012) Life cycle assessment as a tool to enhance the environmental performance of carbon nanotube products: a review. J Clean Prod 26:37–4710.1016/j.jclepro.2011.12.018 ↗
74. US Government (2012) Part 261—identification and listing of hazardous waste, code of federal regulations, Title 40—Protection of Environment, 2012. < http://www.gpo.gov/fdsys/pkg/CFR-2012-title40-vol27/xml/CFR-2012-title40-vol27-part261.xml#seqnum261.1 >. Accessed Mar 2014
75. Valverde IC, Castilla LH, Nuñez DF, Rodriguez-Senín E, la Mano Ferreira R (2012) Development of new insulation panels based on textile recycled fibers. Waste Biomass Valorization 4(1):139–146. doi: 10.1007/s12649-012-9124-810.1007/s12649-012-9124-8 ↗
76. Von der Kammer F, Ferguson PL, Holden P, Masion A, Rogers KR, Klaine SJ, Koelmans A et al (2012) Analysis of engineered nanomaterials in complex matrices (environment and biota): general considerations and conceptual case studies. Environ Toxicol Chem 31(1):32–49. doi: 10.1002/etc.72310.1002/etc.723 ↗
77. Walser T, Demou E, Lang DJ, Hellweg S (2011) Prospective environmental life cycle assessment of nanosilver T-shirts. Environ Sci Technol 45(10):4570–457810.1021/es2001248 ↗
78. Yuan CY, Dornfeld D (2008) Manufacturability and sustainability analysis of nano-scale manufacturing. 2008 IEEE International Symposium on Electronics and the Environment, 1–1. Ieee. doi: 10.1109/ISEE.2008.456286010.1109/ISEE.2008.4562860 ↗
79. Zhang Q, Huang J-Q, Zhao M-Q, Qian W-Z, Wei F (2011) Carbon nanotube mass production: principles and processes. ChemSusChem 4:864–88910.1002/cssc.201100177 ↗