posted on 2014-08-26, 00:00authored byBenjamin A. Legg, Mengqiang Zhu, Luis R. Comolli, Benjamin Gilbert, Jillian
F. Banfield
Aggregation
impacts the reactivity, colloidal stability, and transport
behavior of nanomaterials, yet methods to characterize basic structural
features of aggregates are limited. Here, cryo-transmission electron
microscope (cryo-TEM) based tomography is utilized as a method for
directly imaging fragile aggregates of nanoparticles in aqueous suspension
and an approach for extracting quantitative fractal dimensions from
the resulting three-dimensional structural models is introduced. The
structural quantification approach is based upon the mass autocorrelation
function, and is directly comparable with small-angle X-ray scattering
(SAXS) models. This enables accurate characterization of aggregate
structure, even in suspensions where the aggregate cluster size is
highly polydisperse and traditional SAXS modeling is not reliable.
This technique is applied to study real suspensions of ferrihydrite
nanoparticles. By comparing tomographic measurements with SAXS-based
measurements, we infer that certain suspensions contain polydisperse
aggregate size distributions. In other suspensions, fractal-type structures
are identified with low intrinsic fractal dimensions. The fractal
dimensions are lower than would be predicted by simple models of particle
aggregation, and this low dimensionality enables large, low-density
aggregates to exist in stable colloidal suspension.