Replication Data for: Overcoming the model-data-fit problem in porous media: A quantitative method to compare invasion-percolation models to high-resolution data (doi:10.18419/darus-1776)

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Replication Data for: Overcoming the model-data-fit problem in porous media: A quantitative method to compare invasion-percolation models to high-resolution data

doi:10.18419/darus-1776

DaRUS

2021-06-18

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Banerjee, Ishani, 2021, "Replication Data for: Overcoming the model-data-fit problem in porous media: A quantitative method to compare invasion-percolation models to high-resolution data", https://doi.org/10.18419/darus-1776, DaRUS, V1

Replication Data for: Overcoming the model-data-fit problem in porous media: A quantitative method to compare invasion-percolation models to high-resolution data

modeling data and Post-processing codes for the manuscript

doi:10.18419/darus-1776

Banerjee, Ishani (Universität Stuttgart, Institut für Wasser- und Umweltsystemmodellierung, LS3)

Guthke, Anneli

Nowak, Wolfgang

Research Training Group GRK1829

DaRUS

Banerjee, Ishani

Banerjee, Ishani

Banerjee, Ishani

2021-03-23

https://doi.org/10.18419/darus-1776

Earth and Environmental Sciences, Engineering, Jaccard Coefficient, Invasion Percolation Models, Model-Data-Fit, Multiphase Flow, Porous Medium

This dataset contains modeling data used to obtain the results and figures in the manuscript: "Overcoming the model-data-fit problem in porous media: A quantitative method to compare invasion-percolation models to high-resolution data." In particular, the model realization data and post-processing codes for the manuscript can be found here.

Simulation data

Banerjee, I., Guthke, A., Van de Ven, C. J. C., Mumford, K. G. & Nowak, W. (2021). Overcoming the Model-Data-Fit Problem in Porous Media: A Quantitative Method to Compare Invasion-Percolation Models to High-Resolution Data. Water Resources Research, 57, e2021WR029986.

10.1029/2021WR029986

Banerjee, I., Guthke, A., Van de Ven, C. J. C., Mumford, K. G. & Nowak, W. (2021). Overcoming the Model-Data-Fit Problem in Porous Media: A Quantitative Method to Compare Invasion-Percolation Models to High-Resolution Data. Water Resources Research, 57, e2021WR029986.

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CompMethod_readme.txt

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text file with details of the codes and data provided in this dataset

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GaussSmooth_test.m

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code: Diffused Jaccard coefficient for a single image and its translation; helpful to understand the computation of Diffused Jaccard coefficient; calls "mygaussfilt.m"

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Gasmat.rar

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3d matrices containing the gas path development in time along 3rd-dimension

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Modelcounter_block.rar

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2d arrays, containing col1: loop counter number and col2: number of blocks invaded.

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Timematch_all_IP.mat

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cell array consisting the entire time-match sequence for each realization.

application/matlab-mat

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Timematch_final_IP.mat

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each row contains the loop counter for the final image time-match of that realization

application/matlab-mat

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Moments.m

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code: Spatial moments (zeroth, first and second) computation of images in 2D space

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mygaussfilt.m

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code: Gaussian blurring kernel

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MyPostProcessing.m

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code: main post-processing code (methods of comparison); calls "mygaussfilt.m" and "Moments.m"

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Time_match.m

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volume based time-matching code

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