Explore open access research and scholarly works from NERC Open Research Archive

Advanced Search

GEOENT: a toolbox for calculating directional geological entropy

Pedretti, Daniele; Bianchi, Marco. 2022 GEOENT: a toolbox for calculating directional geological entropy. Geosciences, 12 (5), 206. 10.3390/geosciences12050206

Abstract
Geological entropy is based on Shannon information entropy and measures order in the structure of a spatial random variable. Metrics have been defined to quantify geological entropy in multidimensional (2D and 3D) heterogeneous systems, for instance, porous and fractured geological media. This study introduces GEOENT, a toolbox that can efficiently be used to calculate geological entropy metrics for any kind of input-gridded field. Additionally, the definition of geological entropy metrics is updated to consider anisotropy in the structure of the heterogeneous system. Directional entrograms provide more accurate descriptions of spatial order over different Cartesian directions. This study presents the development of the geological entropy metrics, a description of the toolbox, and examples of its applications in different datasets, including 2D and 3D gridded fields, representing a variety of heterogeneous environments at different scales, from pore-scale microtomography (μCT) images to aquifer analogues
Documents
532997:187806
[thumbnail of Open Access Paper]
Preview
Open Access Paper
geosciences-12-00206-v2.pdf - Published Version
Available under License Creative Commons Attribution 4.0.

Download (8MB) | Preview
Information
Programmes:
BGS Programmes 2020 > Environmental change, adaptation & resilience
Library
Statistics

Downloads per month over past year

More statistics for this item...

Metrics

Altmetric Badge

Dimensions Badge

Share
Add to AnyAdd to TwitterAdd to FacebookAdd to LinkedinAdd to PinterestAdd to Email
View Item