Dynamic three-dimensional maps of solute concentration and solute arrival times in synthetic and geologic porous media
Abstract/Contents
- Abstract
- Experimental and training data associated with the publication entitled ‘Three-Dimensional Permeability Inversion Using Convolutional Neural Networks and Positron Emission Tomography’ (published in WRR, DOI: 10.1029/2021WR031554). The dataset contain three-dimensional maps of various properties on four geologic rock cores obtained from X-ray Computed Tomography and Positron Emission Tomography imaging measurements. The synthetic training dataset used in the publication is also attached. An additional 'Readme.txt' file is provided that contains detailed description of the dataset.
Description
| Type of resource | Dataset, still image, text |
|---|---|
| Date modified | March 24, 2022; December 5, 2022 |
| Publication date | November 4, 2021 |
Creators/Contributors
| Author | Huang, Zitong | |
|---|---|---|
| Author | Kurotori, Takeshi |
https://orcid.org/0000-0001-7682-4645
(unverified)
|
| Author | Pini, Ronny |
https://orcid.org/0000-0002-9443-3573
(unverified)
|
| Author | Benson, Sally |
https://orcid.org/0000-0002-3733-4296
(unverified)
|
| Author | Zahasky, Christopher |
https://orcid.org/0000-0002-3427-5622
(unverified)
|
Subjects
| Subject | Positron Emission Tomography |
|---|---|
| Subject | Convolutiona Neural Network |
| Subject | Solute Transport |
| Genre | Data |
| Genre | Image |
| Genre | Tabular data |
| Genre | Data sets |
| Genre | Dataset |
| Genre | Tables (data) |
Bibliographic information
| Related item | |
|---|---|
| DOI | https://doi.org/10.25740/gz610dt4642 |
| Location | https://purl.stanford.edu/gz610dt4642 |
Access conditions
- Use and reproduction
- User agrees that, where applicable, content will not be used to identify or to otherwise infringe the privacy or confidentiality rights of individuals. Content distributed via the Stanford Digital Repository may be subject to additional license and use restrictions applied by the depositor.
- License
- This work is licensed under a Creative Commons Attribution 4.0 International license (CC BY).
Preferred citation
- Preferred citation
- Huang, Z., Kurotori, T., Pini, R., Benson, S., and Zahasky, C. (2022). Dynamic three-dimensional maps of solute concentration and solute arrival times in synthetic and geologic porous media. Stanford Digital Repository. Available at https://purl.stanford.edu/gz610dt4642
Collection
Stanford Research Data
View other items in this collection in SearchWorksContact information
- Contact
- kurotori@stanford.edu
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