JuliaEarth / GeoStatsImages.jl

Training images for geostastical simulation
https://github.com/JuliaEarth/GeoStats.jl
MIT License
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dataset geostatistics images multiple-point-statistics

GeoStatsImages.jl

Training images for geostastical simulation in Julia.

Build Status Coverage

This package converts famous training images from the geostatistcs literature to a standard format for quick experimentation in Julia. It is part of the GeoStats.jl framework and can be used in conjunction with multiple-point simulation solvers.

The author does not hold any copyright on the data. Please give credit to the sources in the table.

Usage

TI = geostatsimage(identifier)

where identifier can be any of the strings listed with the command GeoStatsImages.available()

Preview

Identifier Preview Type Data source
WalkerLake WalkerLakePreview Continuous Mariethoz & Caers, 2014
WalkerLakeTruth WalkerLakeTruthPreview Continuous Mariethoz & Caers, 2014
StoneWall StoneWallPreview Continuous Mariethoz & Caers 2014
Herten HertenPreview Continuous Mariethoz & Caers 2014
Lena LenaPreview Continuous Mariethoz & Caers 2014
StanfordV StanfordVPreview Continuous Mao & Journel 2014
Gaussian30x10 Gaussian30x10Preview Continuous Hoffimann 2020
Strebelle StrebellePreview Categorical Strebelle 2002
Ellipsoids EllipsoidsPreview Categorical Mariethoz & Caers 2014
WestCoastAfrica WestCoastAfricaPreview Categorical Mariethoz & Caers 2014
Flumy FlumyPreview Categorical Hoffimann et al 2017
Fluvsim FluvsimPreview Categorical Mariethoz & Caers, 2014
Ketton Ketton Categorical Imperial College Pore-Scale Modelling Group

Collections

St. Anthony Falls Laboratory

FlumeContinuous

FlumeContinuousPreview

FlumeBinary

FlumeBinaryPreview

Contributing

Contributions are very welcome, as are feature requests and suggestions.

If you have any questions, please contact our community on the gitter channel.