Datasets: First Stage 3D Simulation - Raw, 100 and 1000 Data Points

DOI

These data sets serve as training data for modelling the temperature field emanating from a groundwater heat pump. They are simulated with Pflotran and saved in h5 format. They contain 100 and 1000 data points, each consisting of one simulation run until a near steady state is reached. Each datapoint measures 320 m x 1280 m x 320 m with 64 x 256 x 64 cells. The varying parameters of the data sets are pressure and permeability. Both are constant within a data point, but vary across the data sets. Other parameters that define the data sets, such as porosity, are chosen to be as close as possible to reality. Source: "Die hydraulischen Grundwasserverhältnisse des quartären und des oberflächennahen tertiären Grundwasserleiters im Großraum München", Geologica Bavarica Volume 122. Generated with scripts from Dataset generation with Pflotran with arguments given in inputs/args.yaml.

Please follow the instructions how to use the software documented in README.md.

Identifier
DOI https://doi.org/10.18419/darus-4533
Metadata Access https://darus.uni-stuttgart.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.18419/darus-4533
Provenance
Creator Pelzer, Julia ORCID logo
Publisher DaRUS
Contributor Trick, Johanna; Pelzer, Julia; Schulte, Miriam
Publication Year 2024
Funding Reference DFG EXC 2075 - 390740016
Rights CC BY 4.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/licenses/by/4.0
OpenAccess true
Contact Trick, Johanna (Universität Stuttgart); Pelzer, Julia (Universität Stuttgart); Schulte, Miriam (Universität Stuttgart)
Representation
Resource Type Dataset
Format application/octet-stream; text/plain; application/x-hdf5; image/png; image/svg+xml
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Version 1.0
Discipline Chemistry; Construction Engineering and Architecture; Earth and Environmental Science; Engineering; Engineering Sciences; Environmental Research; Geosciences; Natural Sciences