Implicit 3D geological modeling and geostatistics.
Development of this project has been suspended indefinitely. We are currently working on geoML (https://github.com/italo-goncalves/geoML) in Python in order to make better use of the GPU. All the functionality available here should be present there, though most likely in a new form.
Welcome to the geomod3D package. This is a project to develop a R package with tools for 3D implicit modeling of geological bodies and general manipulation of 3D spatial data and drillholes. See the vignette for instructions and a demonstration (if you have trouble viewing it, check the online version on http://rpubs.com/italogoncalves/geomod3D-intro).
Open 3D geological data is very welcome. Send me an e-mail if you can provide some or if you know of a repository.
You can install the package with the command
devtools::install_github("italo-goncalves/geomod3D")
. The
build_vignette = T
option builds the vignette locally, but it can take a
few hours.
TODO list:
Add data and a vignette containing structural measurements
Add examples to help files
Add more open data and modeling examples
Improve documentation
Add data and examples of modeling with continuous variables
Speed up the GP
class predictions
Add infrastructure for multivariate modeling
Implement GPU computations
* Implement package testing
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