Time resolved micro-XRCT dataset of Enzymatically Induced Calcite Precipitation (EICP) in sintered glass bead columns (doi:10.18419/darus-2227)

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Part 2: Study Description
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Document Description

Citation

Title:

Time resolved micro-XRCT dataset of Enzymatically Induced Calcite Precipitation (EICP) in sintered glass bead columns

Identification Number:

doi:10.18419/darus-2227

Distributor:

DaRUS

Date of Distribution:

2023-02-07

Version:

1

Bibliographic Citation:

Lee, Dongwon; Weinhardt, Felix; Hommel, Johannes; Class, Holger; Steeb, Holger, 2023, "Time resolved micro-XRCT dataset of Enzymatically Induced Calcite Precipitation (EICP) in sintered glass bead columns", https://doi.org/10.18419/darus-2227, DaRUS, V1

Study Description

Citation

Title:

Time resolved micro-XRCT dataset of Enzymatically Induced Calcite Precipitation (EICP) in sintered glass bead columns

Identification Number:

doi:10.18419/darus-2227

Authoring Entity:

Lee, Dongwon (University of Stuttgart)

Weinhardt, Felix (University of Stuttgart)

Hommel, Johannes (University of Stuttgart)

Class, Holger (University of Stuttgart)

Steeb, Holger (University of Stuttgart)

Other identifications and acknowledgements:

Lee, Dongwon

Other identifications and acknowledgements:

Weinhardt, Felix

Other identifications and acknowledgements:

Hommel, Johannes

Other identifications and acknowledgements:

Class, Holger

Other identifications and acknowledgements:

Steeb, Holger

Producer:

Porous Media Lab

Grant Number:

327154368 - SFB 1313

Grant Number:

380443677

Distributor:

DaRUS

Access Authority:

Steeb, Holger

Access Authority:

Lee, Dongwon

Depositor:

Weinhardt, Felix

Date of Deposit:

2021-10-28

Holdings Information:

https://doi.org/10.18419/darus-2227

Study Scope

Keywords:

Computer and Information Science, Earth and Environmental Sciences, Engineering, Micro X-ray Computed Tomography (micro-XRCT), Machine learning, Enzyme Induced Calcite Precipitation (EICP), Porous Medium

Abstract:

The results of EICP (Enzyme Induced Calcite Precipitation) experiments. This dataset includes pressure measurements and 3D reconstructed X-ray images during the conducted experiments. The experiment was performed on two Borosillicates Glass beads Columns (BGC). The images were taken with so called "Low-dose" strategy by minimizing the exposure time and projection acquisition in order to boost data acquisition time (6 min / dataset). Later, the low quality of acquired images affected by adopted strategy was enhanced by ML algorithm. The codes which were used for the post-processing in order to enhance the image quality can be found at <a href = "https://doi.org/10.18419/darus-2991">https://doi.org/10.18419/darus-2991</a>. The image data was recorded at the time steps 1, 2, 4, 6, 8, 10 and 12 hours of EICP experiment.

Kind of Data:

Image data

Kind of Data:

Pressure data

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Studies

Lee, Dongwon; Steeb, Holger, 2022, "Image enhancement code: time-resolved tomograms of EICP application using 3D U-net", <a href = "https://doi.org/10.18419/darus-2991">https://doi.org/10.18419/darus-2991</a> , DaRUS

Related Publications

Citation

Title:

Lee, D., Weinhardt, F., Hommel, J., Piotrovski, J., Class, H., and Steeb, H. (2022). Machine Learning assists in increasing the time resolution of X-Ray Computed Tomography applied to mineral precipitation on porous media. Scientific Reports, to be submitted.

Bibliographic Citation:

Lee, D., Weinhardt, F., Hommel, J., Piotrovski, J., Class, H., and Steeb, H. (2022). Machine Learning assists in increasing the time resolution of X-Ray Computed Tomography applied to mineral precipitation on porous media. Scientific Reports, to be submitted.

Other Study-Related Materials

Label:

BGC1_cropped_histadjusted_Low_dose_data.7z

Text:

Low-dose image data of BGC1 during EICP experiment (at every 2 hour)

Notes:

application/x-7z-compressed

Other Study-Related Materials

Label:

BGC1_flow_pressure_log.7z

Text:

Logfiles of BGC1: The initial permeability measurement (BGC1_PermBefore), the parallel injection of the reactive solutions (BGC1_ParallelInjection) and the final permeability measurement (BGC1_PermFinal)

Notes:

application/x-7z-compressed

Other Study-Related Materials

Label:

BGC1_model_3D_time_series_9_predictions.zip

Text:

The 1400 slices (from 4 to 1403) were used for analysis.

Notes:

application/zip

Other Study-Related Materials

Label:

BGC2_cropped_histadjusted_Low_dose_data.7z

Text:

Low-dose image data of BGC2 during EICP experiment (at every 2 hour)

Notes:

application/x-7z-compressed

Other Study-Related Materials

Label:

BGC2_flow_pressure_log.7z

Text:

Logfiles of BGC2: The initial permeability measurement (BGC2_PermBefore), the parallel injection of the reactive solutions (BGC2_ParallelInjection) and the final permeability measurement (BGC2_PermFinal)

Notes:

application/x-7z-compressed

Other Study-Related Materials

Label:

BGC2_model_3D_time_series_9_predictions.zip

Text:

The 1400 slices (from 4 to 1403) were used for analysis.

Notes:

application/zip