Mathematical modeling of the transport and dissolution of citrate-stabilized silver nanoparticles in porous media

Environmental Science and Technology

Volumn 47, Issue 15, 2013, Pages 8499-8507

  Taghavy, Amir ^a   Mittelman, Anjuliee ^a   Wang, Yonggang ^a   Pennell, Kurt D ^a   Abriola, Linda M ^a  

^a Tufts University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COLUMN EXPERIMENTS; DIFFERENTIAL AGING; MODEL PERFORMANCE; MODEL SENSITIVITY ANALYSIS; NUMERICAL SIMULATORS; REACTIVE TRANSPORT; RELEASE BEHAVIORS; SILVER NANOPARTICLES;

COMPUTER SIMULATION; DISSOLUTION; MATHEMATICAL MODELS; METAL IONS; NANOPARTICLES; NUMERICAL METHODS; PARTICLE SIZE; POROUS MATERIALS;

SILVER;

CITRIC ACID; ELECTROLYTE; FULLERENE; SILICON DIOXIDE; SILVER NANOPARTICLE;

CATION; CITRIC ACID; DATA SET; DISSOLUTION; FINITE DIFFERENCE METHOD; NANOTECHNOLOGY; NUMERICAL MODEL; ONE-DIMENSIONAL MODELING; POREWATER; POROUS MEDIUM; SENSITIVITY ANALYSIS; SILVER;

ARTICLE; BATCH REACTOR; CHEMICAL REACTION; CONTROLLED STUDY; DISSOLUTION; FLOW RATE; MATHEMATICAL MODEL; PARTICLE SIZE; PH; PHYSICAL CHEMISTRY; POROSITY; SENSITIVITY ANALYSIS; SIMULATION; SOLID; SPECTROMETRY; SUSPENSION; VELOCITY;

CITRATES; METAL NANOPARTICLES; MODELS, THEORETICAL; SILVER; SOLUBILITY;

EID: 84881472103     PISSN: 0013936X     EISSN: 15205851     Source Type: Journal    
DOI: 10.1021/es400692r     Document Type: Article

References (33)

1. Wiesner, M. R.; Lowry, G. V.; Alvarez, P.; Dionysiou, D.; Biswas, P. Assessing the risks of manufactured nanomaterials Environ. Sci. Technol. 2006, 40 (14) 4336-4345
2. George, S.; Xia, T.; Rallo, R.; Zhao, Y.; Ji, Z.; Lin, S.; Wang, X.; Zhang, H.; France, B.; Schoenfeld, D.; Damoiseaux, R.; Liu, R.; Lin, S.; Bradley, K. a.; Cohen, Y.; Nel, A. E. Use of a high-throughput screening approach coupled with in vivo zebrafish embryo screening to develop hazard ranking for engineered nanomaterials ACS Nano 2011, 5, 1805-17
3. Li, X.; Lenhart, J. J.; Walker, H. W. Dissolution-accompanied aggregation kinetics of silver nanoparticles Langmuir 2010, 26 (22) 16690-16698
4. Zhang, W.; Yao, Y.; Sullivan, N.; Chen, Y. Modeling the primary size effects of citrate-coated silver nanoparticles on their ion release kinetics Environ. Sci. Technol. 2011, 45, 4422-8
5. Liu, J.; Hurt, R. H. Ion release kinetics and particle persistence in aqueous nano-silver colloids Environ. Sci. Technol. 2010, 44, 2169-75
6. Kent, R. D.; Vikesland, P. J. Controlled evaluation of silver nanoparticle dissolution using atomic force microscopy Environ. Sci. Technol. 2011, 46 (13) 6977-6984
7. Sotiriou, G. A.; Pratsinis, S. E. Antibacterial activity of nanosilver ions and particles Environ. Sci. Technol. 2010, 44 (14) 5649-5654
8. Elzey, S.; Grassian, V. H. Agglomeration, isolation and dissolution of commercially manufactured silver nanoparticles in aqueous environments J. Nanopart. Res. 2009, 12, 1945-1958
9. Zook, J. M.; Halter, M. D.; Cleveland, D.; Long, S. E., Disentangling the effects of polymer coatings on silver nanoparticle agglomeration, dissolution, and toxicity to determine mechanisms of nanotoxicity. J. Nanopart. Res. 2012, 14, (10).
10. Song, J. E.; Phenrat, T.; Marinakos, S.; Xiao, Y.; Liu, J.; Wiesner, M. R.; Tilton, R. D.; Lowry, G. V. Hydrophobic interactions increase attachment of gum arabic-and PVP-coated Ag nanoparticles to hydrophobic surfaces Environ. Sci. Technol. 2011, 45 (14) 5988-5995
11. Sotiriou, G. A.; Meyer, A.; Knijnenburg, J. T. N.; Panke, S.; Pratsinis, S. E. Quantifying the origin of released Ag+ ions from nanosilver Langmuir 2012, 28 (45) 15929-15936
12. Torkzaban, S.; Kim, Y.; Mulvihill, M.; Wan, J.; Tokunaga, T. K. Transport and deposition of functionalized CdTe nanoparticles in saturated porous media J. Contam. Hydrol. 2010, 118, 208-17
13. Lin, D.; Tian, X.; Wu, F.; Xing, B. Fate and transport of engineered nanomaterials in the environment J. Environ. Qual. 2010, 39, 1896
14. Sagee, O.; Dror, I.; Berkowitz, B. Transport of silver nanoparticles (AgNPs) in soil Chemosphere 2012, 88, 670-675
15. Tian, Y.; Gao, B.; Silvera-Batista, C.; Ziegler, K. J. Transport of engineered nanoparticles in saturated porous media J. Nanopart. Res. 2010, 12, 2371-2380
16. Peralta-Videa, J. R.; Zhao, L.; Lopez-Moreno, M. L.; de la Rosa, G.; Hong, J.; Gardea-Torresdey, J. L. Nanomaterials and the environment: A review for the biennium 2008-2010 J. Hazard. Mater. 2011, 186, 1-15
17. Lin, S.; Cheng, Y.; Bobcombe, Y. L.; Jones, K.; Liu, J.; Wiesner, M. R. Deposition of silver nanoparticles in geochemically heterogeneous porous media: Predicting affinity from surface composition analysis Environ. Sci. Technol. 2011, 45 (12) 5209-5215
18. Li, Y.; Wang, Y.; Pennell, K. D.; Abriola, L. M. Investigation of the transport and deposition of fullerene (C60) nanoparticles in quartz sands under varying flow conditions Environ. Sci. Technol. 2008, 42, 7174-80
19. Taghavy, A.; Costanza, J.; Pennell, K. D.; Abriola, L. M. Effectiveness of nanoscale zero-valent iron for treatment of a PCE-DNAPL source zone J. Contam. Hydrol. 2010, 118 (3-4) 128-142
20. Yao, K.-m.; Habibian, M. T.; O'Meila, C. R. Water and waste water filtration: Concepts and applications Environ. Eng. Sci. 1971, 5, 1105-1112
21. Tufenkji, N.; Elimelech, M. Correlation equation for predicting single-collector efficiency in physicochemical filtration in saturated porous media Environ. Sci. Technol. 2004, 38, 529-36
22. Bergstrom, L. Hamaker constants of inorganic materials Adv. Colloid Interface Sci. 1997, 70, 125-169
23. Israelechvili, J. Intermolecular and Surface Forces, 2 ed.; Academic Press: London, 1992.
24. Petosa, A. R.; Jaisi, D. P.; Quevedo, I. R.; Elimelech, M.; Tufenkji, N. Aggregation and deposition of engineered nanomaterials in aquatic environments: Role of physicochemical interactions Environ. Sci. Technol. 2010, 44, 6532-49
25. Kinzelbach, W., Groundwater Modeling: An Introduction with Sample Programs in Basic; Elsevier: Amsterdam, 1986.
26. Hubaux, A.; Vos, G. Decision and detection limits for calibration curves Anal. Chem. 1970, 42 (8) 849-855
27. Wang, Y.; Li, Y.; Fortner, J. D.; Hughes, J. B.; Abriola, L. M.; Pennell, K. D. Transport and retention of nanoscale C60 aggregates in water-saturated porous media Environ. Sci. Technol. 2008, 42, 3588-94
28. Kunkel, R.; Wendland, F. WEKU-a GIS-Supported stochastic model of groundwater residence times in upper aquifers for the supraregional groundwater management Environ. Geol. 1997, 30 (1-2) 1-9
29. Elimelech, M.; O'Meila, C. R. Kinetics of deposition of colloidal particles in porous media Environ. Eng. Sci. 1990, 24, 1528-1536
30. Elimelech, M.; Gregory, J.; Jia, X.; WIlliams, R. A. Particle Deposition and Aggregation-Measurement, Modelling and Simulation; Elsevier: Amsterdam, 1995.
31. Damm, C.; Münstedt, H. Kinetic aspects of the silver ion release from antimicrobial polyamide/silver nanocomposites Appl. Phys. A: Mater. Sci. Process. 2008, 91, 479-486
32. Benn, T. M.; Westerhoff, P. Nanoparticle silver released into water from commercially available sock fabrics Environ. Sci. Technol. 2008, 42, 4133-9
33. Geranio, L.; Heuberger, M.; Nowack, B. The behavior of silver nanotextiles during washing Environ. Sci. Technol. 2009, 43, 8113-8