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European Microscopy Congress 2016: Proceedings || Discrete spectroscopic electron tomography: using prior knowledge of reference spectra during the reconstruction

DOI:10.1002/9783527808465.emc2016.6315 出版年份:2016 更新时间:2025-09-11 14:15:04
摘要: A three-dimensional (3D) characterization of the morphology of nanostructures can nowadays routinely be obtained using electron tomography. Nevertheless, resolving the chemical composition of complex nanostructures in 3D remains challenging and the number of studies in which electron energy loss spectroscopy (EELS) is combined with tomography is limited. In most of these studies, two dimensional (2D) elemental maps of the object are first extracted at each tilt angle and used as an input for tomographic reconstruction. An alternative approach is to reconstruct each energy loss separately yielding a 4D data cube where an EELS spectrum can be extracted from each 3D voxel. During the last decade, dedicated reconstruction algorithms have been developed for HAADF-STEM tomography which use prior knowledge about the investigated sample. For example, the discrete algebraic reconstruction technique (DART) is based on the idea that a 3D HAADF-STEM reconstruction of a (nano)material only contains a limited number of grey values. In this manner, several artefacts, typical to electron tomography, are mininized leading to reconstructions with a higher reliability. An additional advantage of discrete tomography is that the quantification of the final reconstruction is straightforward since the segmentation is part of the reconstruction algorithm. Here, we will extend discrete tomography to its application for spectroscopic datasets where it is assumed that the experimental spectrum of each reconstructed voxel is a linear combination of a well-known set of references spectra.
作者: Bart Goris,Maria Meledina,Stuart Turner,Zhichao Zhong,Joost Batenburg,Gustaaf Van Tendeloo,Sara Bals
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Extending discrete tomography to its application for spectroscopic datasets where it is assumed that the experimental spectrum of each reconstructed voxel is a linear combination of a well-known set of references spectra.

Discrete spectroscopic electron tomography provides superior results especially for datasets with a relatively low SNR, making it well suited for the 3D reconstruction of small dopants in nanoparticles typically having a low SNR in the projected spectrum images. The technique also reveals correlations between dopants and changes in valency states, offering insights into the chemical composition and structure of complex nanostructures.

The study focuses on the application of discrete spectroscopic electron tomography to datasets with a relatively low SNR, which may limit its applicability to high SNR datasets without further optimization.

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