Global life cycle releases of engineered nanomaterials

Engineered nanomaterials (ENMs) are now becoming a significant fraction of the material flows in the global economy. We are already reaping the benefits of improved energy efficiency, material use reduction, and better performance in many existing and new applications that have been enabled by these technological advances. As ENMs pervade the global economy, however, it becomes important to understand their environmental implications. As a first step, we combined ENM market information and material flow modeling to produce the first global assessment of the likely ENM emissions to the environment and landfills. The top ten most produced ENMs by mass were analyzed in a dozen major applications. Emissions during the manufacturing, use, and disposal stages were estimated, including intermediate steps through wastewater treatment plants and waste incineration plants. In 2010, silica, titania, alumina, and iron and zinc oxides dominate the ENM market in terms of mass flow through the global economy, used mostly in coatings/paints/pigments, electronics and optics, cosmetics, energy and environmental applications, and as catalysts. We estimate that 63–91 % of over 260,000–309,000 metric tons of global ENM production in 2010 ended up in landfills, with the balance released into soils (8–28 %), water bodies (0.4–7 %), and atmosphere (0.1–1.5 %). While there are considerable uncertainties in the estimates, the framework for estimating emissions can be easily improved as better data become available. The material flow estimates can be used to quantify emissions at the local level, as inputs for fate and transport models to estimate concentrations in different environmental compartments.

[1]  Guillermo Rus,et al.  Nanotechnology for sustainable energy , 2009 .

[2]  P. Petrov,et al.  Fabrication of super-macroporous nanocomposites by deposition of carbon nanotubes onto polymer cryogels , 2012 .

[3]  Jochen Weiss,et al.  Functional Materials in Food Nanotechnology , 2006 .

[4]  Benjamin P Colman,et al.  Long-term transformation and fate of manufactured ag nanoparticles in a simulated large scale freshwater emergent wetland. , 2012, Environmental science & technology.

[5]  Rural Affairs,et al.  Defra , UK - Department for Environment Food and Rural Affairs , 2002 .

[6]  M A Kiser,et al.  Titanium nanomaterial removal and release from wastewater treatment plants. , 2009, Environmental science & technology.

[7]  Martin M. Shafer,et al.  Removal, partitioning, and fate of silver and other metals in wastewater treatment plants and effluent‐receiving streams , 1998 .

[8]  Javier Alda,et al.  Optical antennas for nano-photonic applications , 2005 .

[9]  Takhee Lee,et al.  Nanotechnology-based flexible electronics , 2012, Nanotechnology.

[10]  Sophie Lanone,et al.  Comparative toxicity of 24 manufactured nanoparticles in human alveolar epithelial and macrophage cell lines , 2009, Particle and Fibre Toxicology.

[11]  J. Peralta-Videa,et al.  Effect of surface coating and organic matter on the uptake of CeO2 NPs by corn plants grown in soil: Insight into the uptake mechanism. , 2012, Journal of hazardous materials.

[12]  P. Simon,et al.  Hydrogels and aerogels from noble metal nanoparticles. , 2009, Angewandte Chemie.

[13]  Hartmut Presting,et al.  Future nanotechnology developments for automotive applications , 2003 .

[14]  J. Baur,et al.  Challenges and Opportunities in Multifunctional Nanocomposite Structures for Aerospace Applications , 2007 .

[15]  K Hungerbühler,et al.  Release of titanium dioxide from textiles during washing. , 2012, Environmental science & technology.

[16]  Yu Wang,et al.  Dispersion and toxicity of selected manufactured nanomaterials in natural river water samples: effects of water chemical composition. , 2009, Environmental science & technology.

[17]  Patrick Boisseau,et al.  Nanomedicine, Nanotechnology in medicine , 2011 .

[18]  A. S. Khanna,et al.  Nanotechnology in High Performance Paint Coatings , 2008 .

[19]  A. Luch,et al.  Risk assessment of nanomaterials in cosmetics: a European union perspective , 2012, Archives of Toxicology.

[20]  A. Khanna,et al.  “Effect of nano-ZnO particles on the corrosion behavior of alkyd-based waterborne coatings” , 2009 .

[21]  Nii O. Attoh-Okine,et al.  Nanotechnology in Civil Infrastructure : A Paradigm Shift , 2011 .

[22]  Y. Mishra,et al.  Synthesis of metal–polymer nanocomposite for optical applications , 2007 .

[23]  Martin Hassellöv,et al.  Analysis and Characterization of Manufactured Nanoparticles in Aquatic Environments , 2009 .

[24]  Zhi-You Zhou,et al.  Nanomaterials of high surface energy with exceptional properties in catalysis and energy storage. , 2011, Chemical Society reviews.

[25]  Mark R. Wiesner,et al.  Estimating production data for five engineered nanomaterials as a basis for exposure assessment. , 2011, Environmental science & technology.

[26]  R. Scholz,et al.  Possibilities and limitations of modeling environmental exposure to engineered nanomaterials by probabilistic material flow analysis , 2010, Environmental toxicology and chemistry.

[27]  S. Pokhrel,et al.  Metal oxide nanomaterials in seawater: linking physicochemical characteristics with biological response in sea urchin development. , 2011, Journal of hazardous materials.

[28]  R. Sprando,et al.  Application of Nanotechnology in Cosmetics , 2010, Pharmaceutical Research.

[29]  Fadri Gottschalk,et al.  The release of engineered nanomaterials to the environment. , 2011, Journal of environmental monitoring : JEM.

[30]  Bernd Nowack,et al.  Behavior of silver nanotextiles during washing , 2009 .

[31]  Chunhai Fan,et al.  Nanomaterials-based sensors for applications in environmental monitoring , 2012 .

[32]  J. Lead,et al.  Transformations of nanomaterials in the environment. , 2012, Environmental science & technology.

[33]  藤井 透 報告 ふれあいサイエンス:先端複合材料とスケボー--中高生に未来を託す , 2001 .

[34]  Haoyang Haven Liu Multimedia Environmental Distribution of Nanomaterials , 2015 .

[35]  M. Diallo,et al.  Nanomaterials and Water Purification: Opportunities and Challenges , 2005 .

[36]  Prathamesh A. Dhakras Nanotechnology applications in water purification and waste water treatment: A review , 2011, International Conference on Nanoscience, Engineering and Technology (ICONSET 2011).

[37]  Pedro J. J. Alvarez,et al.  Nanomaterials in the construction industry: a review of their applications and environmental health and safety considerations. , 2010, ACS nano.

[38]  Juan P. Hinestroza,et al.  Application of Nanotechnology for high performance textiles , 2004 .

[39]  H. O N G T A O W A N G,et al.  Stability and Aggregation of Metal Oxide Nanoparticles in Natural Aqueous Matrices , 2010 .

[40]  Arturo A. Keller,et al.  Persistence of commercial nanoscaled zero-valent iron (nZVI) and by-products , 2013, Journal of Nanoparticle Research.

[41]  M. Sabitha,et al.  Nanotechnology in cosmetics: Opportunities and challenges , 2012, Journal of pharmacy & bioallied sciences.

[42]  S. Cimmino,et al.  Food packaging based on polymer nanomaterials , 2011 .

[43]  A. Khanna,et al.  Effect of nano-Al2O3 particles on the corrosion behavior of alkyd based waterborne coatings , 2009 .

[44]  Dionysios D. Dionysiou Environmental Applications and Implications of Nanotechnology and Nanomaterials , 2004 .

[45]  K. Hungerbühler,et al.  Estimation of cumulative aquatic exposure and risk due to silver: contribution of nano-functionalized plastics and textiles. , 2008, The Science of the total environment.

[46]  Benjamin Gilbert,et al.  Comparison of the mechanism of toxicity of zinc oxide and cerium oxide nanoparticles based on dissolution and oxidative stress properties. , 2008, ACS nano.

[47]  R. Langer,et al.  Nanomedicine: developing smarter therapeutic and diagnostic modalities. , 2006, Advanced drug delivery reviews.

[48]  Cwm Yuen,et al.  SELECTED APPLICATIONS OF NANOTECHNOLOGY IN TEXTILES , 2006 .

[49]  Lin Li,et al.  POLYMER NANOCOMPOSITES BASED ON FUNCTIONALIZED CARBON NANOTUBES , 2010 .

[50]  Mario Schmidt,et al.  The Sankey Diagram in Energy and Material Flow Management , 2008 .

[51]  M Boller,et al.  Synthetic TiO2 nanoparticle emission from exterior facades into the aquatic environment. , 2008, Environmental pollution.

[52]  Lin Guo,et al.  Functionalized gold nanoparticles as nanosensor for sensitive and selective detection of silver ions and silver nanoparticles by surface-enhanced Raman scattering. , 2012, In Analysis.

[53]  Lutz Mädler,et al.  Nanomaterials in the environment: from materials to high-throughput screening to organisms. , 2011, ACS nano.

[54]  Joe Mari Maja,et al.  Applications of nanomaterials in agricultural production and crop protection: A review , 2012 .

[55]  Jose R Peralta-Videa,et al.  Nanomaterials and the environment: a review for the biennium 2008-2010. , 2011, Journal of hazardous materials.

[56]  Paul Westerhoff,et al.  Nanoparticle silver released into water from commercially available sock fabrics. , 2008, Environmental science & technology.

[57]  Piero Baglioni,et al.  Soft and hard nanomaterials for restoration and conservation of cultural heritage. , 2006, Soft matter.

[58]  Vikas Khanna,et al.  Carbon nanofiber polymer composites: evaluation of life cycle energy use. , 2009, Environmental science & technology.

[59]  Ndeke Musee,et al.  Simulated environmental risk estimation of engineered nanomaterials: A case of cosmetics in Johannesburg City , 2011, Human & experimental toxicology.

[60]  Nanna B. Hartmann,et al.  Environmental behavior and ecotoxicity of engineered nanoparticles to algae, plants, and fungi , 2008, Ecotoxicology.

[61]  T. Graedel,et al.  Challenges in Metal Recycling , 2012, Science.

[62]  Jamie R Lead,et al.  Nanomaterials in the environment: Behavior, fate, bioavailability, and effects , 2008, Environmental toxicology and chemistry.

[63]  R. Scholz,et al.  Modeled environmental concentrations of engineered nanomaterials (TiO(2), ZnO, Ag, CNT, Fullerenes) for different regions. , 2009, Environmental science & technology.

[64]  Arturo A Keller,et al.  Role of morphology in the aggregation kinetics of ZnO nanoparticles. , 2010, Water research.

[65]  J. Lead,et al.  Guest comment: Transformations of nanomaterials in the environment focus issue. , 2012, Environmental science & technology.

[66]  Konstantinos Salonitis,et al.  Nanotechnology for the needs of the automotive industry , 2010 .

[67]  Arben Merkoçi,et al.  Nanomaterials Based Electrochemical Sensing Applications for Safety and Security , 2012 .

[68]  R Damoiseaux,et al.  No time to lose--high throughput screening to assess nanomaterial safety. , 2011, Nanoscale.

[69]  Yuichi Moriguchi,et al.  Proposal of six indicators of material cycles for describing society's metabolism: from the viewpoint of material flow analysis , 2004 .

[70]  O. V. Kharissova,et al.  Advances in Nanotechnology in Paper Processing , 2010 .

[71]  P. Ajayan,et al.  Fabrication and characterization of single-walled carbon nanotube fiber for electronics applications , 2012 .

[72]  Y. Picó,et al.  Determining nanomaterials in food , 2011 .

[73]  Tanya Domina,et al.  The Textile Waste Lifecycle , 1997 .

[74]  Vincent Castranova,et al.  Iron oxide nanoparticles induce human microvascular endothelial cell permeability through reactive oxygen species production and microtubule remodeling , 2009, Particle and Fibre Toxicology.

[75]  Guadalupe de la Rosa,et al.  Evidence of the differential biotransformation and genotoxicity of ZnO and CeO2 nanoparticles on soybean (Glycine max) plants. , 2010, Environmental science & technology.

[76]  Bin Ding,et al.  Electrospun nanomaterials for ultrasensitive sensors , 2010, Materials Today.

[77]  Nazanin Emami,et al.  Nanotechnology in automotive industry: research strategy and trends for the future-small objects, big impacts. , 2012, Journal of nanoscience and nanotechnology.

[78]  J. Lead,et al.  Environmental and human health impacts of nanotechnology , 2009 .

[79]  Bradley Duncan,et al.  Beyond Biomarkers: Identifying Cell State using Unbiased Nanosensor Arrays. , 2012, Nano today.

[80]  HungMin Chein,et al.  Evaluation of nanoparticle emission for TiO2 nanopowder coating materials , 2006 .

[81]  Nanotechnology in cosmetics: a boon or bane? , 2012 .

[82]  Roland W. Scholz,et al.  Probabilistic material flow modeling for assessing the environmental exposure to compounds: Methodology and an application to engineered nano-TiO2 particles , 2010, Environ. Model. Softw..

[83]  Enda Cummins,et al.  Ranking initial environmental and human health risk resulting from environmentally relevant nanomaterials , 2010, Journal of environmental science and health. Part A, Toxic/hazardous substances & environmental engineering.

[84]  B. Nowack,et al.  Exposure modeling of engineered nanoparticles in the environment. , 2008, Environmental science & technology.

[85]  S. Suh,et al.  Phosphorus use-efficiency of agriculture and food system in the US. , 2011, Chemosphere.

[86]  Seeram Ramakrishna,et al.  A review on nanomaterials for environmental remediation , 2012 .

[87]  G. Gruère Implications of nanotechnology growth in food and agriculture in OECD countries , 2012 .

[88]  P. Baron,et al.  Unusual inflammatory and fibrogenic pulmonary responses to single-walled carbon nanotubes in mice. , 2005, American journal of physiology. Lung cellular and molecular physiology.

[89]  T. Graedel,et al.  Uncovering the Global Life Cycles of the Rare Earth Elements , 2011, Scientific reports.

[90]  Peter Wick,et al.  Is nanotechnology revolutionizing the paint and lacquer industry? A critical opinion. , 2013, The Science of the total environment.