Area-to-point Kriging

Version 2.1.0.0 (24.9 MB) by Rafnuss
Generate stocastic Gaussian realization constrained to a coarse scale image.
312 Downloads
Updated 4 Apr 2019

2D, Gaussian.
You will need to provide the covariance (or variogram) structure, the up-scaling matrix G and the coarse scale value Z. See example folder for details of the methods and script.m for example how to use the function.

More information on https://rafnuss-phd.github.io/A2PK/

Cite As

Rafnuss (2024). Area-to-point Kriging (https://github.com/Rafnuss-PhD/A2PK), GitHub. Retrieved .

Nussbaumer, Raphael, et al. Simulation of Fine-Scale Electrical Conductivity Fields Using Tomograms and Area-to-Point Kriging. Unpublished, 2018, doi:10.13140/rg.2.2.31712.12801.

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Nussbaumer, Raphaël, and Mathieu Gravey. Rafnuss-PhD/A2PK v2.0. Zenodo, 2019, doi:10.5281/zenodo.2620876.

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MATLAB Release Compatibility
Created with R2019a
Compatible with any release
Platform Compatibility
Windows macOS Linux
Categories
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Acknowledgements

Inspired: Conservative regridding

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Versions that use the GitHub default branch cannot be downloaded

Version Published Release Notes
2.1.0.0

correct FGS and more efficient computation of G

2.0.0.0

Faster computation of the weights, cleaner code.

1.0.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.