Elements for measuring the complexity of 3D structural models: Connectivity and geometry

Jeanne Pellerin 1, 2 Guillaume Caumon 1 Charline Julio 1 Pablo Mejia-Herrera 1 Arnaud Botella 1, 2
2 ALICE - Geometry and Lighting
Inria Nancy - Grand Est, LORIA - ALGO - Department of Algorithms, Computation, Image and Geometry
Abstract : The reliable modeling of three-dimensional complex geological structures can have a major impact on forecasting and managing natural resources and on predicting seismic and geomechanical hazards. However, the qualification of a model as structurally complex is often qualitative and subjective making the comparison of the capabilities and performances of various geomodeling methods or software difficult. In this paper, we consider the notion of structural complexity from a geometrical point of view and argue that it can be characterized using general metrics computed on three-dimensional sealed structural models. We propose global and local measures of the connectivity and of the geometry of the model components and show how they permit to classify nine 3D synthetic structural models. Depending on the complexity elements favored, the classification varies. The models we introduce could be used as benchmark models for geomodeling algorithms.
Document type :
Journal articles
Complete list of metadatas

Cited literature [35 references]  Display  Hide  Download

https://hal.univ-lorraine.fr/hal-01276849
Contributor : Georessources Ul <>
Submitted on : Friday, March 4, 2016 - 4:02:02 PM
Last modification on : Friday, April 5, 2019 - 8:21:34 PM
Long-term archiving on : Sunday, June 5, 2016 - 10:40:20 AM

File

elements_for_measuring_complex...
Files produced by the author(s)

Identifiers

Citation

Jeanne Pellerin, Guillaume Caumon, Charline Julio, Pablo Mejia-Herrera, Arnaud Botella. Elements for measuring the complexity of 3D structural models: Connectivity and geometry. COMPUTERS & GEOSCIENCES, 2015, 76, pp.130-140. ⟨10.1016/j.cageo.2015.01.002⟩. ⟨hal-01276849⟩

Share

Metrics

Record views

365

Files downloads

636