Change search
Link to record
Permanent link

Direct link
Publications (3 of 3) Show all publications
Ali, H., Rusz, J., Bürgler, D. E., Adam, R., Schneider, C. M., Tai, C.-W. & Thersleff, T. (2024). Noise-dependent bias in quantitative STEM-EMCD experiments revealed by bootstrapping. Ultramicroscopy, 257, Article ID 113891.
Open this publication in new window or tab >>Noise-dependent bias in quantitative STEM-EMCD experiments revealed by bootstrapping
Show others...
2024 (English)In: Ultramicroscopy, ISSN 0304-3991, E-ISSN 1879-2723, Vol. 257, article id 113891Article in journal (Refereed) Published
Abstract [en]

Electron magnetic circular dichroism (EMCD) is a powerful technique for estimating element-specific magnetic moments of materials on nanoscale with the potential to reach atomic resolution in transmission electron microscopes. However, the fundamentally weak EMCD signal strength complicates quantification of magnetic moments, as this requires very high precision, especially in the denominator of the sum rules. Here, we employ a statistical resampling technique known as bootstrapping to an experimental EMCD dataset to produce an empirical estimate of the noise-dependent error distribution resulting from application of EMCD sum rules to bcc iron in a 3-beam orientation. We observe clear experimental evidence that noisy EMCD signals preferentially bias the estimation of magnetic moments, further supporting this with error distributions produced by Monte-Carlo simulations. Finally, we propose guidelines for the recognition and minimization of this bias in the estimation of magnetic moments.

Keywords
Electron magnetic circular dichroism, Electron energy loss spectroscopy, Scanning, Transmission electron microscopy, Bootstrapping, Noise dependent bias, Error analysis
National Category
Other Materials Engineering
Identifiers
urn:nbn:se:su:diva-225757 (URN)10.1016/j.ultramic.2023.113891 (DOI)001132754500001 ()38043363 (PubMedID)2-s2.0-85178597506 (Scopus ID)
Available from: 2024-01-23 Created: 2024-01-23 Last updated: 2024-01-30Bibliographically approved
Nero, M., Ali, H., Li, Y. & Willhammar, T. (2024). The Nanoscale Ordering of Cellulose in a Hierarchically Structured Hybrid Material Revealed Using Scanning Electron Diffraction. Small Methods, 8(5), Article ID 2301304.
Open this publication in new window or tab >>The Nanoscale Ordering of Cellulose in a Hierarchically Structured Hybrid Material Revealed Using Scanning Electron Diffraction
2024 (English)In: Small Methods, E-ISSN 2366-9608, Vol. 8, no 5, article id 2301304Article in journal (Refereed) Published
Abstract [en]

Cellulose, being a renewable and abundant biopolymer, has garnered significant attention for its unique properties and potential applications in hybrid materials. Understanding the hierarchical arrangement of cellulose nanofibers is crucial for developing cellulose-based materials with enhanced mechanical properties. In this study, the use of Scanning Electron Diffraction (SED) is presented to map the nanoscale orientation of cellulose fibers in a bio-composite material with a preserved wood cell structure. The SED data provides detailed insights into the ordering of cellulose with an extraordinary resolution of approximate to 15 nm. It enables a quantitative analysis of the fiber orientation over regions as large as entire cells. A highly organized arrangement of cellulose fibers within the secondary cell wall is observed, with a gradient of orientations toward the outer part of the wall. The in-plane fiber rotation is quantified, revealing a uniform orientation close to the middle lamella. Transversely sectioned material exhibits similar trends, suggesting a layered cell wall structure. Based on the SED data, a 3D model depicting the complex helical alignment of fibers throughout the cell wall is constructed. This study demonstrates the unique opportunities SED provides for characterizing the nanoscale hierarchical arrangement of cellulose nanofibers, empowering further research on a range of hybrid materials. Fundamental knowledge about the hierarchical arrangement of cellulose nanofiber is of great importance in developing new cellulose-based hybrid materials. Scanning electron diffraction is employed to map the cellulose nanofiber orientations throughout a wood-derived bio-based material. SED data reveals insights into cellulose alignment and enables precise quantitative fiber orientation analysis with a nanoscale spatial resolution.image

Keywords
4D-STEM, cellulose nanofiber, composite materials, hierarchical structures, scanning electron diffraction
National Category
Materials Chemistry
Identifiers
urn:nbn:se:su:diva-224677 (URN)10.1002/smtd.202301304 (DOI)001118458300001 ()38072622 (PubMedID)2-s2.0-85179334161 (Scopus ID)
Available from: 2023-12-19 Created: 2023-12-19 Last updated: 2025-09-10Bibliographically approved
Ali, H., Sathyanath, S. K., Tai, C.-W., Rusz, J., Uusimaki, T., Hjorvarsson, B., . . . Leifer, K. (2023). Single scan STEM-EMCD in 3-beam orientation using a quadruple aperture. Ultramicroscopy, 251, Article ID 113760.
Open this publication in new window or tab >>Single scan STEM-EMCD in 3-beam orientation using a quadruple aperture
Show others...
2023 (English)In: Ultramicroscopy, ISSN 0304-3991, E-ISSN 1879-2723, Vol. 251, article id 113760Article in journal (Refereed) Published
Abstract [en]

The need to acquire multiple angle-resolved electron energy loss spectra (EELS) is one of the several critical challenges associated with electron magnetic circular dichroism (EMCD) experiments. If the experiments are performed by scanning a nanometer to atomic-sized electron probe on a specific region of a sample, the precision of the local magnetic information extracted from such data highly depends on the accuracy of the spatial registration between multiple scans. For an EMCD experiment in a 3-beam orientation, this means that the same specimen area must be scanned four times while keeping all the experimental conditions same. This is a non-trivial task as there is a high chance of morphological and chemical modification as well as non-systematic local orientation variations of the crystal between the different scans due to beam damage, contamination and spatial drift. In this work, we employ a custom-made quadruple aperture to acquire the four EELS spectra needed for the EMCD analysis in a single electron beam scan, thus removing the above-mentioned complexities. We demonstrate a quantitative EMCD result for a beam convergence angle corresponding to sub-nm probe size and compare the EMCD results for different detector geometries.

National Category
Other Engineering and Technologies
Identifiers
urn:nbn:se:su:diva-221404 (URN)10.1016/j.ultramic.2023.113760 (DOI)001016715300001 ()37285614 (PubMedID)2-s2.0-85161307125 (Scopus ID)
Available from: 2023-09-20 Created: 2023-09-20 Last updated: 2024-01-30Bibliographically approved
Projects
Atomic scale imaging of magnetic structures [2021-06748_VR]; Uppsala University
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-8262-5893

Search in DiVA

Show all publications