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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Part 2: Study Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

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

Identification Number:

doi:10.18419/darus-1776

Distributor:

DaRUS

Date of Distribution:

2021-06-18

Version:

1

Bibliographic Citation:

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

Study Description

Citation

Title:

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

Subtitle:

modeling data and Post-processing codes for the manuscript

Identification Number:

doi:10.18419/darus-1776

Authoring Entity:

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

Other identifications and acknowledgements:

Guthke, Anneli

Other identifications and acknowledgements:

Nowak, Wolfgang

Grant Number:

Research Training Group GRK1829

Distributor:

DaRUS

Access Authority:

Banerjee, Ishani

Access Authority:

Banerjee, Ishani

Depositor:

Banerjee, Ishani

Date of Deposit:

2021-03-23

Holdings Information:

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

Study Scope

Keywords:

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

Abstract:

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.

Kind of Data:

Simulation data

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Title:

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.

Identification Number:

10.1029/2021WR029986

Bibliographic Citation:

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.

Other Study-Related Materials

Label:

CompMethod_readme.txt

Text:

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

Notes:

text/plain

Other Study-Related Materials

Label:

GaussSmooth_test.m

Text:

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

Notes:

text/plain

Other Study-Related Materials

Label:

Gasmat.rar

Text:

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

Notes:

application/x-rar-compressed

Other Study-Related Materials

Label:

Modelcounter_block.rar

Text:

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

Notes:

application/x-rar-compressed

Other Study-Related Materials

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Timematch_all_IP.mat

Text:

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

Notes:

application/matlab-mat

Other Study-Related Materials

Label:

Timematch_final_IP.mat

Text:

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

Notes:

application/matlab-mat

Other Study-Related Materials

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Moments.m

Text:

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

Notes:

text/plain

Other Study-Related Materials

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mygaussfilt.m

Text:

code: Gaussian blurring kernel

Notes:

text/plain

Other Study-Related Materials

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MyPostProcessing.m

Text:

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

Notes:

text/plain

Other Study-Related Materials

Label:

Time_match.m

Text:

volume based time-matching code

Notes:

text/plain