AndreaBozzo/ceres-open-data-index huggingface dataset:
Alternative CAES Technology Using Depleted Unconventional Gas Wells and Subsurface Thermal Energy Storage (GeoCAES)

This project assessed the technical viability of a process called GeoCAES. The process stores electrical energy by injecting natural gas into shale gas formations using a compressor, storing it, and producing it through an expander to generate electricity. This data submission includes the models of temperature and pressure changes in the wellbore, surface plant equipment (compressor and expander), and the code used in CMG GEM reservoir modeling software to simulate injection and production.

Note - the wellbore and surface plant equipment models use the REFPROP Excel Add-in from NIST (linked in submission) to calculate natural gas properties.

Note - the reservoir model code requires a license for the Computer Modeling Group (CMG) GEM reservoir modeling software (linked in submission) to run it. 


Tags: code, energy, energy-storage, feasibility, geocaes, geothermal, geothermal-energy-storage, geothermal-reservoir, model, natural-gas, processed-data, surface-plant, technical, technical-assesment, technology, tes, unconventional-shale, well
Organization: Department of Energy
Utah FORGE: Groundwater Levels - Updated March 2022

This Excel spreadsheet contains Utah FORGE groundwater data for wells WOW2 and WOW3. The data was updated on March 16th, 2022 and contains legacy data. Groundwater data includes the level, offset, date, and time for each measurement. Temperature, drift, water elevation and other parameters are recorded. Figures in the data include a water elevation over time plot. Legacy data ranges from year 1976 to 2019 and updated data ranges from year 2019 to 2021.

Tags: data, energy, forge, geothermal, groundwater, raw-data, surface-level, utah, utah-forge, utah-forge-ground-water, utah-geothermal, water-elevation, water-table-depth, water-temperature, wow2, wow2-groundwater, wow3, wow3-groundwater
Organization: Department of Energy
Utah FORGE: Raw Microgravity Composite Data - Updated 10/2021

This is a microgravity dataset from the Utah FORGE site near Milford, Utah. This composite dataset was updated in October, 2021 and contains data from December 17th, 2018 through September 24th, 2021. The data includes the GPS location of the measurement, date of the measurement, name of the station, relative difference in gravity, and coordinates of the station. This data was generated by the Utah Geological Survey.

Tags: data, energy, geophysics, geothermal, gps, gravity, gravity-data, gravity-station, microgravity-data, migrogravity, raw-data, utah, utah-forge, utah-forge-gravity, utah-forge-microgravity, utah-geothermal
Organization: Department of Energy
SubTER ZTEM (Z-Axis Tipper Electromagnetic) Survey Results, Mineral Mountains Area, Utah

This data was acquired as part of the Subsurface Science, Technology and Engineering Research, and Development (SubTER) Crosscut which is a collaboration across the Department of Energy offices involved in research activities in energy production/extraction, subsurface storage, and environmental remediation. The contents of this zip contains the ZTEM survey measured and processed results for the Mineral Mountains area, Utah. The data were acquired through subcontract to Geotech Inc of Aurora, ON, Canada and their narrative report is included. There are also two readme.txt file included that further describe the data.

Tags: airborne-survey, airborne-ztem, energy, environmental-remediation, extraction, geological-survey, geothermal, geothermal-area, maps, mineral-mountains, process-data, production, roosevelt-hot-springs, subsurface-storage, subter-ztem-survey, survey, utah, utah-ztem-survey, z-axis-tipper-electromagnetic, ztem-mineral-mountains, ztem-survey
Organization: Department of Energy
Utah FORGE: Groundwater Levels - Updated 2021

Contains Utah FORGE ground water data for wells WOW2 and WOW3. The data was updated on October 5th, 2021 and contains legacy data. Groundwater data includes the level, offset, date, and time for each measurement. Temperature, drift, water elevation and other parameters are recorded. Figures in the data include a water elevation over time plot. Legacy data ranges from year 1976 to 2019 and updated data ranges from year 2019 to 2021.

Tags: data, energy, forge, geothermal, groundwater, raw-data, surface-level, temperature, utah, utah-forge, utah-forge-ground-water, utah-geothermal, water-elevation, water-table-depth, wow2, wow2-groundwater, wow3, wow3-groundwater
Organization: Department of Energy
Hydrothermal mineral alterations in the Brady and Desert Peak geothermal fields

Results of the analysis of HyMap's spectra against know hydrothermally altered minerals in the Brady-Desert Peak Geothermal Areas. The analysis was performed using ENVI's Target Detection process against USGS library spectra for Chalcedony, Kaolinite, Gypsum, Hematite and Epsomite.
Each compressed file includes three raster images created after fusing the  target detection results for all minerals:
_fusion_all - Contains the 8 layers resulting from target detection and fusion of the 5 minerals
_fusion_all_normal - Contains each layer as above, after Winsorization (99% percentile on the positive side only due to skewness of results), and normalization of each layer to achieve a range between [0-1]
_fusion_final - Contains a fused raster by sub-setting the normalized layers, with the results of MTMF, MTTCIMF, OSP and SAM. Both CEM and MF were discarded as being less accurate than MTMF, and TCIMF is less accurate than MTTCIMF, ACE results were discarded because they were notably different from the rest of the analyses.

The base_names are:
brady - Brady geothermal area only
desert - Desert Peak geothermal area only
hymap -  Full image analysis comprising both the Brady and Desert Peak geothermal areas


Tags: brady, data, data-fusion, desert-peak, energy, geospatial-data, geothermal, geothermal-area, hydrothermal-mineral-alterations, hymap, mineral-alterations, mineral-markers, nevada, processed-data, remote-sensing, spectral-analysis, target-detection
Organization: Department of Energy
Geothermal Play-Fairway Analysis of Washington State Prospects: Final Report

This package includes the final technical report for the Play-Fairway project in Washington State. It includes all activities and reporting from phases 1, 2, and 3. The primary goal of this study is to develop a suite of tools and methods that help identify a ?fairway? where the three main aspects of a functioning geothermal system are most likely to be found and particularly focuses on developing these tools for use in an actively deforming magmatic arc where heat is associated with volcanic centers and permeability is provided by a network of suitably stressed active faults.

Tags: core-handling, electrical-resistivity-surveys, energy, geochronology, geologic-mapping, geothermal, gps-time-series, heat-potential, model, models, mt-surveys, mud-logging, passive-seismic-surveys, permeability, pfa, play-fairway, potential-field-surveys, report, washington, well
Organization: Department of Energy
DEEPEN Data Catalog for Magmatic Geothermal Systems in the United States

This data catalog contains information related to the Training Site Analysis for the Geothermica project "DE-risking Exploration of geothermal Plays in magmatic ENvironments (DEEPEN)." The DEEPEN project aims to reduce exploration risk for geothermal fluids in magmatic systems by developing improved an improved framework for interpretation of exploration data using the Play Fairway Analysis (PFA) methodology. The Training Site Analysis performed for DEEPEN leverages existing datasets to develop a customized PFA approach to exploration for multiple geothermal resource types in magmatic systems (conventional hydrothermal resources, supercritical fluid and superheated steam resources, and superhot EGS resources).

This data catalog contains links to publicly available data files related to 8 training sites in the United States. US training sites are: the Cascades/Aleutians PFA project;  the Hawaii PFA project, the Oregon Cascades PFA project, the Snake River Plain, Idaho PFA project, the Washington State PFA project, Newberry Volcano, Coso Geothermal Field, and the Geysers Geothermal field. This database contains an overview of these training sites, data sources, and links to publicly available exploration datasets. For the five PFA projects, details on exploration data related to PFA components (heat, fluid, permeability, sometimes seal) are provided, including a summary of data weighting methodologies. 

Tags: aleutians, california, cascades, characterization, coso, data-catalog, deepen, energy, exploration, geochemistry, geology, geophysics, geothermal, geysers, groundwater, hawaii, magmatic, magmatic-environments, modeling, newberry, oregon, pfa, play-fairway, remote-sensing, snake-river-plain, srp, supercritical, temperature, volcanic, volcano, washington, well-data, world-volcanic-centers
Organization: Department of Energy
SubTER Final Magnetotelluric (MT) Data: Mineral Mountains, Utah

Subsurface Science, Technology and Engineering Research, and Development (SubTER) Crosscut is a collaboration across the Department of Energy offices involved in research activities in energy production/extraction, subsurface storage, and environmental remediation. This submission contains the edi-format responses of 80 tensor MT soundings taken over the Mineral Mountains of SW Utah by contractor Quantec Geoscience Inc. as part of the SubTER project. It includes contractor png images of the soundings plus the responses computed with two different remote references. There is also a readme text file that contains more information about the dataset.

Tags: data, energy, geophysics, geothermal, magnetics, magnetotelluric, magnetotelluric-data, mineral-mountains, mineral-mountains-mt, mt, mt-data, mt-soundings, processed-data, subter, subter-mt, utah, utah-mt, utah-subter
Organization: Department of Energy
Utah FORGE: Well 78B-32 Daily Drilling Reports and Logs

This data set includes the daily drilling reports and Pason data for well 78B-32 and Schlumberger logs acquired after drilling completion. This well was drilled between June 27th and July 31st of 2021. Also included is raw and processed data for a variety of well data metrics including temperature, porosity, density, and sonic data. This data was taken at the Utah FORGE site as part of the Utah FORGE project.

Tags: borehole, cbl, cement, cement-bond-log, daily-drilling-reports, daily-reports, data, density, drilling, energy, fmi, fracture, gamma, gamma-ray, geothermal, logs, pason-data, porosity, process-data, raw-data, reports, resistivity, sonic, temperature, ubi, utah-forge, utah-forge-well-78b-32, well, well-78b-32, well-78b-32-drilling-data, well-78b-32-fmi-logs, well-78b-32-ubi-logs, well-data
Organization: Department of Energy
Utah FORGE: Well 16A(78)-32 Core Photos

Images of core samples collected from Utah FORGE well 16A(78)-32. These images were created by stitching together multiple photographs resulting in a circumferential view of the cores exterior in two dimensions. Core footages (measured depths) are indicated in the file names, and are annotated on each image. The images, of which there are 30 in the .zip file, are in a .jpg format.

Tags: core, core-sample, egs, energy, engineering, forge, fracturing, geologic, geology, geothermal, hydraulic, images, reservoir, samples, utah, utah-forge, utah-geothermal, well, well-16a78-32, well-16a78-32-core, well-16a78-32-core-images, well-samples
Organization: Department of Energy
Utah FORGE: Composite Raw Gravity Data 2021

This is a composite raw gravity dataset of the Utah FORGE area taken over time from December 2018 to to June 2021. The data shows differences in local gravity at different location across Utah FORGE. Included with the gravity data is the NAD83 UTM coordinates of each station in meters. More detailed information can be found in the readme included in the data resource.

Tags: data, energy, forge, forge-gravity-2021, geophysical, geophysics, geothermal, gravimeter, gravity, gravity-data, raw-data, raw-gravity-data, utah, utah-forge, utah-forge-gravity-2021
Organization: Department of Energy
Utah FORGE: Wells Updated Temperature and Pressure Logs (June 2021)

This dataset includes updated temperature and pressure logs for Utah FORGE wells 56-32, 78-32, and 58-32. This data was acquired in June 2021.

Tags: data, egs, energy, forge, geothermal, logs, pressure, processed-data, raw-data, temperature, temperature-pressure-logs, utah, utah-forge, well, well-56-32, well-58-32, well-78-32
Organization: Department of Energy
G-Function Library for Modeling Vertical Bore Ground Heat Exchanger

This library contains g-functions (thermal response functions) for standard, regularly spaced vertical borehole ground heat exchangers. In total, it contains 34, 321 configurations. To permit interpolation, each configuration has g-functions for heights of 24, 48, 96, 192, and 384 m. All the g-functions were calculated with burial depths of 2m, and borehole diameters of 15 to 17.5 cm, depending on height. In configurations with uniform spacing, the spacing between the boreholes is set to 5m, though it can be scaled to other horizontal spacings.

Tags: energy, g-function, geothermal, ghp, ground-heat-exchanger, ground-heat-pump, heat-exchanger, heat-pump, library, model, simulation, thermal-response-functions
Organization: Department of Energy
Utah FORGE: Well 16A(78)-32 X-ray Diffraction Data

This submission contains x-ray diffraction data taken from 3,600 to 10,987 feet deep in well 16A(78)-32 in the Roosevelt Hot Springs Geothermal Area as part of the Utah FORGE project. 78 rock samples were taken. Samples are taken in a range of ten feet at 100 foot increments. Mineral abundances are given in weight percent of the sample, with results rounded to the nearest whole number. Fields marked with tr (trace) indicate that mineral is present, but that its abundance calculated from the Rietveld refinement was less than one weight percent; that it was observed in the clay-sized fraction, but not the bulk; and/or that it was observed in low abundance during petrographic analyses. The samples were taken between 10/29/2020 and 12/24/2020 during the drilling of well 16A(78)-32.

Tags: 16a78-32-x-ray-diffraction, 16a78-32-xrd, data, egs, energy, geological, geology, geothermal, milford, mineral-abundance, raw-data, roosevelt-hot-springs, utah, utah-forge, well, well-16a78-32, x-ray, x-ray-diffraction, xray, xray-diffraction, xrd
Organization: Department of Energy
Utah FORGE: Induced Seismicity Mitigation Plan

This is the current induced seismicity mitigation plan (ISMP) for the Utah FORGE project. Information that was collected during Phases 1 and 2 of the Utah FORGE project has been incorporated, as have literature searches and risk assessments. The purpose of this report is to identify and mitigate induced seismicity for the Utah FORGE Project. Mitigation includes preliminary screening, outreach, criteria for ground vibration and noise, data collection practices,  and natural seismic hazard analysis. From this, the overall risk from the project was determined. This report is subject to change as new information comes to light.

Tags: earthquake, earthquakes, egs, energy, fault, faults, geophysics, geothermal, hazard, induced-seismicity, induced-seismicity-mitigation-plan, mitigation, mitigation-plan, plan, risk, risk-mitigation, seismic, seismicity, seismicity-mitigation, utah, utah-forge
Organization: Department of Energy
Utah FORGE: UGS Interactive Geoscience Map

This is a link to the Utah Geological Survey's Utah FORGE Interactive Geoscience Map. The map layers include information on geology, geography, subsurface temperatures, seismicity, gravity and groundwater. Instructions for using the interactive map and a legend for the interactive map can be found on the map. The goal of the Utah Frontier Observatory for Research in Geothermal Energy (FORGE) project is to enable cutting-edge research and drilling and technology testing, as well as to allow scientists to identify a replicable, commercial pathway to enhanced geothermal systems (EGS).

Tags: bedding, bedrock, bedrock-surface, charcterization, contact, egs, energy, engineered-geothermal-system, enhance-geothermal-system, fault, foliation, forge, geography, geology, geology-map, geospatial-data, geothermal, gravity, gravity-map, groundwater, groundwater-chemistry, groundwater-map, hydrology, interactive, interactive-map, lst, map, milford, processed-data, roosevelt-hot-springs, seismic, seismicity-map, temperature, temperature-map, ugs, ugs-maps, utah, utah-forge, utah-forge-maps, utah-geological-survey-maps, water-table-depth, well, well-temperature
Organization: Department of Energy
Utah FORGE: Well 16A(78)-32 Simplified Discrete Fracture Network Data

The FORGE team is making these fracture models available to researchers wanting a set of natural fractures in the FORGE reservoir for use in their own modeling work. They have been used to predict stimulation distances during hydraulic stimulation at the open toe section of well 16A(78)-32. This is a simplified DFN (discrete fracture network) dataset, that was generated using FracMan, for Utah FORGE well 16A(78)-32. A short, well-illustrated, report describing the data is also included in the provided archive file. 

Tags: csv, dfn, discrete-fracture-network, drilling, egs, energy, engineered-geothermal-system, engineering, enhanced-geothermal-system, forge, fracman, fracturing, geothermal, hydraulic, milford, model, modeling, pressure, processed-data, reservoir, roosevelt-hot-springs, roosevelt-hot-springs-geothermal-site, stimulation, utah, utah-forge, utah-geothermal, well, well-16a78-32
Organization: Department of Energy
Play Fairway Analysis of the Snake River Plain, Idaho: Final Report

This submission includes the final project report of the Snake River Plain Play Fairway Analysis project as well as a separate appendix for the final report. The final report outlines the application of Play Fairway Analysis (PFA) to geothermal exploration, specifically within the Snake River Plain volcanic province. The goals of the report are to use PFA to lower risk and cost of geothermal exploration and stimulate development of geothermal power resources in Idaho. Further use of this report could include the application of PFA for geothermal exploration throughout the geothermal industry. The report utilizes ArcGIS and Python for data analysis which used to developed a systematic workflow to automate data analysis. The appendix for the report includes ArcGIS maps and data compilation information regarding the report.

Tags: algorithm, aqueous, arcgis, blind, blind-resources, blind-systems, ccrs, central-snake-river-plain, characterization, common-risk-segment-mapping, conceptual-model, crs, drilling, egs, energy, engineered-geothermal-system, geochemical, geochemistry, geology, geology-map, geophysics, geothermal, geothermometry, gis, gravity, hydrothermal, idaho, integrated-geohydrological-model, integrated-model, isotope, magnetics, magnetotellurics, map, mt, petrography, pfa, play-fairway-analysis, python, radiometry, resource, seismic, snake-river-plain, srp, temperature, thermal-modeling, trace-elements, water-chemistry, well, western-snake-river-plain
Organization: Department of Energy
Utah FORGE: Phase Native State FALCON Model Files

The submission includes FALCON input file and mesh for the an initial pressure-temperature simulation, and a second set for pressure-temperature-displacement simulation. All simulations are steady state. Data and input for the FORGE Phase 2 native state model were compiled from historic and FORGE specific characterization efforts. The simulations look to find the in-situ pressure, temperature, and stress distributions in the vicinity of the Utah FORGE site. The purpose of the native state model was to establish a baseline for all other modeling analyses?so that the whole modeling team can start from a consistent set of conditions which makes for comparison of results more straightforward and meaningful.  

Requires the FALCON simulator which can be found in the "FALCON Simulator" link in the submission. Instructions for compiling and running FALCON can be found on the FORGE branch of the FALCON git repository in the README.

Tags: 3-d-modeling, 3-d-modelling, c_, characterization, code, egs, energy, engineered-geothermal-system, enhanced-geothermal-system, falcon, forge, geology, geospatial-data, geothermal, inputs, lithologic-contacts, lithology, mesh-file, milford, modeling, native-state, preprocessed-data, pressure, processed-data, raw-data, roosevelt-hot-springs, simulations, stress, temperature, utah, utah-forge
Organization: Department of Energy
Geothermal Mineral Alterations in Brady and Desert Peak

Results of the analysis of HyMap's spectra against know hydrothermally altered minerals in the Brady-Desert Peak Geothermal Areas.
This is the post-processing results and final analysis results of applying target detection algorithms and then fusing the results.

Tags: brady, data, desert-peak, energy, geospatial-data, geothermal, geothermal-area, hydrothermal-alteration-minerals, hymap, mineral-alterations, nevada, process-data, remote-sensing, spectral-analysis, target-detection
Organization: Department of Energy
Processed Lab Data for Neural Network-Based Shear Stress Level Prediction

Machine learning can be used to predict fault properties such as shear stress, friction, and time to failure using continuous records of fault zone acoustic emissions. The files are extracted features and labels from lab data (experiment p4679). The features are extracted with a non-overlapping window from the original acoustic data. The first column is the time of the window. The second and third columns are the mean and the variance of the acoustic data in this window, respectively. The 4th-11th column is the the power spectrum density ranging from low to high frequency. And the last column is the corresponding label (shear stress level). The name of the file means which driving velocity the sequence is generated from. Data were generated from laboratory friction experiments conducted with a biaxial shear apparatus. Experiments were conducted in the double direct shear configuration in which two fault zones are sheared between three rigid forcing blocks. Our samples consisted of two 5-mm-thick layers of simulated fault gouge with a nominal contact area of 10 by 10 cm^2. Gouge material consisted of soda-lime glass beads with initial particle size between 105 and 149 micrometers. Prior to shearing, we impose a constant fault normal stress of 2 MPa using a servo-controlled load-feedback mechanism and allow the sample to compact. Once the sample has reached a constant layer thickness, the central block is driven down at constant rate of 10 micrometers per second. In tandem, we collect an AE signal continuously at 4 MHz from a piezoceramic sensor embedded in a steel forcing block about 22 mm from the gouge layer The data from this experiment can be used with the deep learning algorithm to train it for future fault property prediction.

Tags: acoustic-emissions, acoustics, ai, artificial-intelligence, biaxial-shear-apparatus, biaxial-shear-experiment, code, deep-learning, energy, experiment, experimental-data, fault, fault-properties, friction, geophysics, geothermal, lab-data, machine-learning, matlab, microseismicity, processed-data, seismic, seismic-forcasting, seismic-prediction, shear-stress, time-to-failure
Organization: Department of Energy