Hostname: page-component-cd9895bd7-jkksz Total loading time: 0 Render date: 2024-12-28T16:38:54.375Z Has data issue: false hasContentIssue false
  • English
  • Français

EBSDinterp 1.0: A MATLAB® Program to Perform Microstructurally Constrained Interpolation of EBSD Data

Published online by Cambridge University Press:  16 July 2015

Mark A. Pearce Open the ORCID record for Mark A. Pearce [Opens in a new window]
Mark A. Pearce*
Affiliation:
CSIRO Mineral Resources Flagship, Australian Resources Research Center, 26 Dick Perry Avenue, Kensington, WA 6151, Australia
*
*Corresponding author. mark.pearce@csiro.au
Get access

Abstract

EBSDinterp is a graphic user interface (GUI)-based MATLAB® program to perform microstructurally constrained interpolation of nonindexed electron backscatter diffraction data points. The area available for interpolation is restricted using variations in pattern quality or band contrast (BC). Areas of low BC are not available for interpolation, and therefore cannot be erroneously filled by adjacent grains “growing” into them. Points with the most indexed neighbors are interpolated first and the required number of neighbors is reduced with each successive round until a minimum number of neighbors is reached. Further iterations allow more data points to be filled by reducing the BC threshold. This method ensures that the best quality points (those with high BC and most neighbors) are interpolated first, and that the interpolation is restricted to grain interiors before adjacent grains are grown together to produce a complete microstructure. The algorithm is implemented through a GUI, taking advantage of MATLAB®’s parallel processing toolbox to perform the interpolations rapidly so that a variety of parameters can be tested to ensure that the final microstructures are robust and artifact-free. The software is freely available through the CSIRO Data Access Portal (doi:10.4225/08/5510090C6E620) as both a compiled Windows executable and as source code.

Keywords

EBSDmicrostructureband contrastprocessinginterpolate
Type
Materials Applications and Techniques
Information
Microscopy and Microanalysis , Volume 21 , Issue 4 , August 2015 , pp. 985 - 993
Copyright
© Microscopy Society of America 2015 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Adams, B.L., Wright, S.I. & Kunze, K. (1993). Orientation imaging – The emergence of a new microscopy. Metall Trans A 24, 819–831.CrossRefGoogle Scholar
Brewer, L.N., Othon, M.A., Young, L.M. & Angeliu, T.M. (2006). Misorientation mapping for visualization of plastic deformation via electron back-scattered diffraction. Microsc Microanal 12, 85–91.Google Scholar
Claves, S.R. & Deal, A. (2005). Orientation dependence of EBSD pattern quality. Microsc Microanal 11, 514–515.Google Scholar
Haddad, S.C., Worden, R.H., Prior, D.J. & Smalley, P.C. (2006). Quartz cement in the Fontainebleau sandstone, Paris basin, France: Crystallography and implications for mechanisms of cement growth. J Sediment Res 76, 244–256.Google Scholar
Kunze, K., Wright, S.I., Adams, B.L. & Dingley, D.J. (1993). Advances in automatic EBSP single orientation measurements. Texture Microstruct 20, 41–54.Google Scholar
McNamara, D.D., Wheeler, J., Pearce, M. & Prior, D.J. (2012). Fabrics produced mimetically during static metamorphism in retrogressed eclogites from the Zermatt-Saas zone, Western Italian Alps. J Struct Geol 44, 167–178.Google Scholar
Pearce, M.A. (2014). EBSDinterp v4.0, CSIRO Data Collection. doi: 10.4225/08/5510090C6E620.CrossRefGoogle Scholar
Pearce, M.A. (2015a). EBSDinterp Demonstration Data 1 -- Fractured Albite. v1. CSIRO. Data Collection. 10.4225/08/5583B7772F18E.Google Scholar
Pearce, M.A. (2015b). EBSDinterp Demonstration Data 2 -- Twinned Plagioclase. v1. CSIRO. Data Collection. 10.4225/08/558D0B4B47207.Google Scholar
Pearce, M.A., Timms, N.E., Hough, R.M. & Cleverley, J.S. (2013). Reaction mechanism for the replacement of calcite by dolomite and siderite: Implications for geochemistry, microstructure and porosity evolution during hydrothermal mineralisation. Contrib Mineral Petr 166, 995–1009.Google Scholar
Prior, D.J., Boyle, A.P., Brenker, F., Cheadle, M.C., Day, A., Lopez, G., Peruzzo, L., Potts, G.J., Reddy, S., Spiess, R., Timms, N.E., Trimby, P., Wheeler, J. & Zetterstrom, L. (1999). The application of electron backscatter diffraction and orientation contrast imaging in the SEM to textural problems in rocks. Am Mineral 84, 1741–1759.Google Scholar
Prior, D.J., Mariani, E. & Wheeler, J. (2009). EBSD in the earth sciences: Applications, common practice and challenges. In Electron Backscatter Diffraction in Materials Science, Schwatz, A.J., Kumar, M., Adams, B.L. & Field, D.P. (Eds.), pp. 345–360. New York, NY: Springer. doi:10.1007/978-0-387-88136-2_26.CrossRefGoogle Scholar
Prior, D.J., Wheeler, J., Peruzzo, L., Spiess, R. & Storey, C. (2002). Some garnet micro structures: An illustration of the potential of orientation maps and misorientation analysis in microstructural studies. J Struct Geol 24, 999–1011.Google Scholar
Schwarzer, R.A., Field, D.P., Adams, B.L., Kumar, M. & Schwartz, A.J. (2009). Present state of electron backscatter diffraction and prospective developments. In Electron Backscatter Diffraction in Materials Science, Schwartz, A.J., Kumar, M., Adams, B.L. & Field, D.P. (Eds.), pp. 1–20. USA: Springer. doi:10.1007/978-0-387-88136-2_1.Google Scholar
Spiess, R., Peruzzo, L., Prior, D.J. & Wheeler, J. (2001). Development of garnet porphyroblasts by multiple nucleation, coalescence and boundary misorientation-driven rotations. J Metamorph Geol 19, 269–290.Google Scholar
Trimby, P.W., Prior, D.J. & Wheeler, J. (1998). Grain boundary hierarchy development in a quartz mylonite. J Struct Geol 20, 917–935.Google Scholar
Wilkinson, A.J. & Dingley, D.J. (1991). Quantitative deformation studies using electron back scatter patterns. Acta Metall Mater 39, 3047–3055.Google Scholar
Wright, S.I. & Adams, B.L. (1992). Automatic-analysis of electron backscatter diffraction patterns. Metall Trans A 23, 759–767.Google Scholar
Wright, S.I., Adams, B.L. & Kunze, K. (1993). Application of a new automatic lattice orientation measurement technique to polycrystalline aluminum. Mat Sci Eng A 160, 229–240.Google Scholar
Wright, S.I. & Nowell, M.M. (2006). EBSD image quality mapping. Microsc Microanal 12, 72–84.Google Scholar