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Useful References

Lineaments

A. C. DineshVipin Joseph MarkoseKallesh Danappa JayappaKallesh Danappa Jayappa (2013) Linfo – a visual basic program for lineament density, frequency and intersection density analysis October 2013. Earth Science Informatics 7(3)

Thushan EkneligodaHerbert HenkelHerbert Henkel (2010) Interactive spatial analysis of lineaments Computers & Geosciences 36(8):1081-1090

Antonio M Casas, Angel L Cortés, Adolfo Maestro, M.Asunción Soriano, ... Javier Bernal (2000). LINDENS: A program for lineament length and density analysis Computer & Geosciences 36: 1011-1022

Canny Edge Detection Algorithm

http://www.pcigeomatics.com/geomatica-help/references/pciFunction_r/python/P_line.html

https://towardsdatascience.com/canny-edge-detection-step-by-step-in-python-computer-vision-b49c3a2d8123

https://scikit-image.org/docs/dev/auto_examples/edges/plot_canny.html

Hough Transform

https://scikit-image.org/docs/dev/auto_examples/edges/plot_line_hough_transform.html

https://scikit-image.org/docs/dev/auto_examples/edges/plot_circular_elliptical_hough_transform.html?highlight=hough%20transform

Computationally calculating strike and dip from 3 points

https://www.tjscientific.com/2017/08/16/computationally-calculating-strike-and-dip-from-3-points/ https://www.tjscientific.com/2017/08/16/computationally-calculating-strike-and-dip-from-3-points/ https://www.geosociety.org/datarepository/2012/2012302_Strike_Dip_Spreadsheet.xls

Nicholson, W. K. (2006). Linear Algebra with Applications. Toronto, ON: McGraw-Hill Ryerson.

https://pvanb.wordpress.com/2014/07/01/sampling-raster-values-at-point-locations-in-qgis-an-update/

https://github.com/lachlangrose/GeoTrace

Mauro Alberti (2019) GIS analysis of geological surfaces orientations: the qgSurf plugin for QGIS DOI: 10.7287/peerj.preprints.27694v1. LicenseCC BY 4.0. Project: geoSurfDEM

Logistic Regression

An Introduction to Logistic RegressionAnalysis and Reporting

https://datajobs.com/data-science-repo/Logistic-Regression-[Peng-et-al].pdf

https://towardsdatascience.com/building-a-logistic-regression-in-python-301d27367c24 https://www.datacamp.com/community/tutorials/understanding-logistic-regression-python https://medium.com/@anishsingh20/logistic-regression-in-python-423c8d32838b https://pro.arcgis.com/es/pro-app/tool-reference/spatial-statistics/how-glr-works.htm https://www.youtube.com/watch?v=xugjARegisk

Equal Area Logistic Regression. Agterberg (1974), Chung (1978) and Chung and Agter-

berg (1980)

Weigthed Area Logistic Regression. Agterberg (1992a, 1992b) and Agterberg

et al. (1993)

Expert Systems

Katz, SS. 1991. Emulating the prospector expert system with a raster GIS. Computer & Geosciences V 7, n 7, pp. 1033-1050, 1991.

https://www.slideshare.net/ahmadhussein45/expert-system-with-python-1

https://www.slideshare.net/ahmadhussein45/expert-system-with-python-2

Miller, B. 1993. OBJECT-ORIENTED EXPERT SYSTEMS AND THEIR APPLICATIONS TO SEDIMENTARY BASIN ANALYSIS. U.S. GEOLOGICAL SURVEY BULLETIN 2048. https://pubs.usgs.gov/bul/2048/report.pdf

Miller, B. 1995. GEOPLAY, A Knowledge-Based Expert System-A Model for Exploration Play Analysis. U.S. GEOLOGICAL SURVEY Bulletin 2118. https://pubs.usgs.gov/bul/2118/report.pdf

Seubert, B.W. 2012. Works flows for Play Fairway mapping using generic GIS methods.