1. Mathematica code for image analysis, semi-automatic parameter extraction and strain analysis
- Author
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Patrick A. Meere, Dave J. McCarthy, and Kieran F. Mulchrone
- Subjects
Theoretical computer science ,Strain (chemistry) ,Computer science ,business.industry ,Boundary (topology) ,Object (computer science) ,Image (mathematics) ,Identification (information) ,Software ,Code (cryptography) ,Extraction (military) ,Computers in Earth Sciences ,business ,Algorithm ,ComputingMethodologies_COMPUTERGRAPHICS ,Information Systems - Abstract
Geological strain analysis is a common task for structural geologists. This contribution presents software written on top of the Mathematica platform which allows for rapid semi-automatic strain analysis. After an initial step of manual identification of strain markers, the software performs image analysis, parameter extraction and strain analysis using the shape and relative spatial positioning of markers. Bootstrap estimates of sampling errors are calculated and suitable graphical output is generated. Three representative samples of lithologies typically used in strain analysis are analysed to test the software. We present an automated method for geological strain analysis techniques using Mathematica.Grain boundary parameters are automatically extracted using image analysis.Strain estimates are made using object separation and object shape properties.Both methods compare well to previously published manual estimates.A statistical technique allows error estimates to be calculated using the bootstrap method.
- Published
- 2013
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