Retention and remobilization of stabilized silver nanoparticles in an undisturbed loamy sand soil.

Column experiments were conducted with undisturbed loamy sand soil under unsaturated conditions (around 90% saturation degree) to investigate the retention of surfactant stabilized silver nanoparticles (AgNPs) with various input concentration (Co), flow velocity, and ionic strength (IS), and the remobilization of AgNPs by changing the cation type and IS. The mobility of AgNPs in soil was enhanced with decreasing solution IS, increasing flow rate and input concentration. Significant retardation of AgNP breakthrough and hyperexponential retention profiles (RPs) were observed in almost all the transport experiments. The retention of AgNPs was successfully analyzed using a numerical model that accounted for time- and depth-dependent retention. The simulated retention rate coefficient (k1) and maximum retained concentration on the solid phase (Smax) increased with increasing IS and decreasing Co. The high k1 resulted in retarded breakthrough curves (BTCs) until Smax was filled and then high effluent concentrations were obtained. Hyperexponential RPs were likely caused by the hydrodynamics at the column inlet which produced a concentrated AgNP flux to the solid surface. Higher IS and lower Co produced more hyperexponential RPs because of larger values of Smax. Retention of AgNPs was much more pronounced in the presence of Ca(2+) than K(+) at the same IS, and the amount of AgNP released with a reduction in IS was larger for K(+) than Ca(2+) systems. These stronger AgNP interactions in the presence of Ca(2+) were attributed to cation bridging. Further release of AgNPs and clay from the soil was induced by cation exchange (K(+) for Ca(2+)) that reduced the bridging interaction and IS reduction that expanded the electrical double layer. Transmission electron microscopy, energy-dispersive X-ray spectroscopy, and correlations between released soil colloids and AgNPs indicated that some of the released AgNPs were associated with the released clay fraction.

[1]  G. Lowry,et al.  Environmental transformations of silver nanoparticles: impact on stability and toxicity. , 2012, Environmental science & technology.

[2]  D. Grasso,et al.  Prediction of colloid detachment in a model porous media: hydrodynamics , 2000 .

[3]  Arturo A Keller,et al.  Mobility of capped silver nanoparticles under environmentally relevant conditions. , 2012, Environmental science & technology.

[4]  B. Berkowitz,et al.  Transport of silver nanoparticles (AgNPs) in soil. , 2012, Chemosphere.

[5]  Yingwen Cheng,et al.  Deposition of silver nanoparticles in geochemically heterogeneous porous media: predicting affinity from surface composition analysis. , 2011, Environmental science & technology.

[6]  Z. Adamczyk,et al.  Flow-induced surface blocking effects in adsorption of colloid particles , 1995 .

[7]  S. Hassanizadeh,et al.  Removal of Viruses by Soil Passage: Overview of Modeling, Processes, and Parameters , 2000 .

[8]  M. Elimelech,et al.  Deviation from the classical colloid filtration theory in the presence of repulsive DLVO interactions. , 2004, Langmuir : the ACS journal of surfaces and colloids.

[9]  Yao Xiao,et al.  Hydrophobic interactions increase attachment of gum Arabic- and PVP-coated Ag nanoparticles to hydrophobic surfaces. , 2011, Environmental science & technology.

[10]  Yan Liang,et al.  Sensitivity of the transport and retention of stabilized silver nanoparticles to physicochemical factors. , 2013, Water research.

[11]  D. Marquardt An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .

[12]  Timothy Scheibe,et al.  Apparent decreases in colloid deposition rate coefficients with distance of transport under unfavorable deposition conditions: a general phenomenon. , 2004, Environmental science & technology.

[13]  J. Wan,et al.  Impacts of bridging complexation on the transport of surface-modified nanoparticles in saturated sand. , 2012, Journal of contaminant hydrology.

[14]  Harry Vereecken,et al.  Transport and retention of multi-walled carbon nanotubes in saturated porous media: effects of input concentration and grain size. , 2013, Water research.

[15]  D. Chittleborough,et al.  Retention and dissolution of engineered silver nanoparticles in natural soils , 2012 .

[16]  L. Abriola,et al.  Enhanced mobility of fullerene (C60) nanoparticles in the presence of stabilizing agents. , 2012, Environmental science & technology.

[17]  Menachem Elimelech,et al.  Single-walled carbon nanotubes exhibit limited transport in soil columns. , 2009, Environmental science & technology.

[18]  E. Petersen,et al.  Mobility of multiwalled carbon nanotubes in porous media. , 2009, Environmental science & technology.

[19]  A. Keller,et al.  Transport of colloids in unsaturated porous media: A pore‐scale observation of processes during the dissolution of air‐water interface , 2003 .

[20]  EÄ H,et al.  Laboratory Assessment of the Mobility of Nanomaterials in Porous Media , 2022 .

[21]  S. Bradford,et al.  Colloid interaction energies for physically and chemically heterogeneous porous media. , 2013, Langmuir : the ACS journal of surfaces and colloids.

[22]  Arturo A Keller,et al.  Clay particles destabilize engineered nanoparticles in aqueous environments. , 2012, Environmental science & technology.

[23]  Charles R. O'Melia,et al.  Water and waste water filtration. Concepts and applications , 1971 .

[24]  Bernd Nowack,et al.  Nanosilver Revisited Downstream , 2010, Science.

[25]  B. Haznedaroglu,et al.  Coupled factors influencing concentration-dependent colloid transport and retention in saturated porous media. , 2009, Environmental science & technology.

[26]  C. Kjaergaard,et al.  Colloid mobilization and transport in undisturbed soil columns: I Pore structure characterization and tritium transport. , 2004 .

[27]  Sujoy B. Roy,et al.  Colloid release and transport processes in natural and model porous media , 1996 .

[28]  Ole H. Jacobsen,et al.  Particle transport in macropores of undisturbed soil columns , 1997 .

[29]  Xuan Li,et al.  Aggregation and dissolution of silver nanoparticles in natural surface water. , 2012, Environmental science & technology.

[30]  Kirk G Scheckel,et al.  Impact of environmental conditions (pH, ionic strength, and electrolyte type) on the surface charge and aggregation of silver nanoparticles suspensions. , 2010, Environmental science & technology.

[31]  K. Chen,et al.  Aggregation kinetics of citrate and polyvinylpyrrolidone coated silver nanoparticles in monovalent and divalent electrolyte solutions. , 2011, Environmental science & technology.

[32]  M. Flury,et al.  Erratum to “Retention of mineral colloids in unsaturated porous media as related to their surface properties” [Colloids Surf. A 256 (2005) 207–216] , 2012 .

[33]  Menachem Elimelech,et al.  Colloid mobilization and transport in groundwater , 1996 .

[34]  Kirk G Scheckel,et al.  Key factors controlling the transport of silver nanoparticles in porous media. , 2013, Environmental science & technology.

[35]  Baoshan Xing,et al.  Applications and implications of manufactured nanoparticles in soils: a review , 2012 .

[36]  W. Johnson,et al.  Detachment-influenced transport of an adhesion-deficient bacterial strain within water-reactive porous media. , 2005, Environmental science & technology.

[37]  Miroslav Šejna,et al.  Development and Applications of the HYDRUS and STANMOD Software Packages and Related Codes , 2008 .

[38]  Menachem Elimelech,et al.  Transport of single-walled carbon nanotubes in porous media: filtration mechanisms and reversibility. , 2008, Environmental science & technology.

[39]  J. Šimůnek,et al.  Modeling colloid transport and retention in saturated porous media under unfavorable attachment conditions , 2011 .

[40]  T. Pütz,et al.  Analysis of aged sulfadiazine residues in soils using microwave extraction and liquid chromatography tandem mass spectrometry , 2008, Analytical and bioanalytical chemistry.

[41]  Mitsuhiro Murayama,et al.  Discovery and characterization of silver sulfide nanoparticles in final sewage sludge products. , 2010, Environmental science & technology.

[42]  M. Elimelech,et al.  The "shadow effect" in colloid transport and deposition dynamics in granular porous media: measurements and mechanisms. , 2000 .

[43]  B. Nowack,et al.  Occurrence, behavior and effects of nanoparticles in the environment. , 2007, Environmental pollution.

[44]  M. Mishurov,et al.  Colloid transport in a heterogeneous partially saturated sand column. , 2008, Environmental science & technology.

[45]  D. R. Shonnard,et al.  Modeling the effects of systematic variation in ionic strength on the attachment kinetics of Pseudomonas fluorescens UPER‐1 in saturated sand columns , 1999 .

[46]  Roy Kasteel,et al.  Transport of Manure‐Based Applied Sulfadiazine and Its Main Transformation Products in Soil Columns , 2009 .

[47]  J. Šimůnek,et al.  Transport and straining of E. coli O157:H7 in saturated porous media , 2006 .

[48]  M. Flury,et al.  Retention of mineral colloids in unsaturated porous media as related to their surface properties , 2005 .

[49]  S. Bradford,et al.  Implications of cation exchange on clay release and colloid-facilitated transport in porous media. , 2010, Journal of environmental quality.

[50]  Yan Jin,et al.  Kinetics of coupled primary- and secondary-minimum deposition of colloids under unfavorable chemical conditions. , 2007, Environmental science & technology.

[51]  W. Johnson,et al.  Colloid population heterogeneity drives hyperexponential deviation from classic filtration theory. , 2007, Environmental science & technology.

[52]  A. E. Badawy Assessment of the Fate and Transport of Silver Nanoparticles in Porous Media , 2011 .

[53]  Yingwen Cheng,et al.  Polymeric coatings on silver nanoparticles hinder autoaggregation but enhance attachment to uncoated surfaces. , 2012, Langmuir : the ACS journal of surfaces and colloids.

[54]  M. Elimelech,et al.  Comment on breakdown of colloid filtration theory : Role of the secondary energy minimum and surface charge heterogeneities. Commentary , 2005 .