Introduction¶
ArchPy package is a tool to create, manipulate and vizualize 3D geological and petro-physical models of the subsurface. It relies on a hierarchical approach to generate these models at different spatial scales. The input data consists of a set of borehole data and a stratigraphic pile. The stratigraphic pile describes formally and in a compact manner how the model should be constructed, such as the relations between the geological features or the modelling parameters.
ArchPy offers a variety of capabilities such as:
Various interpolation methods (GRF, Kriging, Spline, etc.)
Various simulation methods (MPS, SIS, TPGs, etc.)
Integration of hierarchy in the modelling process at different spatial scales
Input/Output capabilities to read and write borehole data, stratigraphic pile and models
Automatic inference of conditioning point
Automatic inference of surface parameters
Can handle raster and shapefile data
Can handle 3D geological map
Cross-validation capabilities
and many more…
ArchPy is a pure Swiss product (🫕), produced by the Randlab at University of Neuchâtel.
Installation¶
ArchPy is available on Pypi and can be installed with pip:
pip install geoarchpy
OR
ArchPy can be installed locally with:
pip install .
when in the main directory.
Alternatively, it is possible to add ArchPy path directly in the python script with sys:
sys.path.append("path where ArchPy is")
and then import ArchPy.
Requirements¶
ArchPy has been tested with python>=3.8
ArchPy requires the following packages:
matplotlib
numpy
SciPy
sklearn
pandas
shapely < 2.0
scikit-learn
The following packages are optional but are required for some functionalities:
PyVista (for 3D vizualisation)
pyyaml (for export uses)
Rasterio (to use rasters)
Geopandas (to use shapefile)
Warning
Issues with widgets: For some reasons, widgets does not work properly with recent version of jupyter-server due to recent versions of tornardo. Ensure to have tornado==6.1 if you plan to use widgets and interactive functions with the matplotlib notebook backend.
Members of the project¶
ArchPy is developped, tested and supported by a group of people from the Randlab. These include:
Ludovic Schorpp
Alexis Neven
Julien Straubhaar
Philippe Renard
How to cite¶
A paper was published on the ArchPy concept and its different capabilities. The paper was written with the version 0.1 of ArchPy. It is available with the following Link.
Contact¶
For any questions regarding ArchPy, please feel free to contact me at <ludovic.schorpp@unine.ch>