AndreaBozzo/ceres-open-data-index huggingface dataset:
[LCA UP] Advanced Ethanol Dry Mill Plant, Construction

LCA Unit Process: Calculates the amount of materials (including concrete, steel plate, and stainless steel) needed to construct an individual Advanced Dry Mill plant. Data based on construction of a conventional dry mill plant. 
OSTI ID: 1509240

Tags: Group - Manufacturing Process, LCA Unit Process, Life Cycle Analysis Options - Fuels, Process Scope - Construction
[LCA UP] Commissioning and Decommissioning of Illinois No. 6 Coal Mine

LCA Unit Process: Calculates fuel consumption and resulting emissions to commission and decommission an Illinois No. 6 underground, bituminous coal mine in Illinois. Decommissioning values represented as a percentage of the commissioning values. 
OSTI ID: 1509016

Tags: Group - Installation Process, LCA Unit Process, Life Cycle Analysis Options - Coal, Process Scope - Installation
Prospective Seal Unit Spatial Extent Database for U.S. Sedimentary Basins

The Prospective Seal Unit Spatial Extent Database for U.S. Sedimentary Basins contains a series of spatial datasets representing spatial extents of publicly available data for caprock and seal rock units within the Appalachian Basin, Denver-Julesburg Basin, Great Valley Basin (Sacramento and San Joaquin Basins), Illinois Basin, Michigan Basin, San Juan Basin, U.S. Gulf Coast Basin, and Williston Basin. The database is designed to support carbon storage feasibility and resources assessment for carbon transport and storage (CTS) projects while displaying the spatial extent of prospective seal units and provide a guide to the original data source.  

This database leverages publicly available data resources from authoritative sources (e.g. U.S. Geological Survey, State Geologic Surveys, and published reports), and aims to help guide users to understand the seal unit's spatial coverage and data gaps from the regional to sub-basin/field scale. The database is organized by seal unit/formation, including the spatial extent for data found to be available for the seal unit. The various datasets represented include spatial extents of the lithologic formation, depth to top structural contour maps, and thickness/isopach maps.   

Included in this submission are the following resources: 

1. Geodatabase/Dataset: “prospective-seal-unit-extents-2025.gdb” 

2. ReadMe: “readme-prospective-seal-unit-spatial-extent-dataset-2025.pdf” 

3. Data Catalog: “prospective-seal-unit-spatial-extents-data-catalog-2025.xlsx” 

4. Data Sources Key: “data-source.csv” 

Please see NETL disclaimers here: https://netl.doe.gov/home/disclaimer

Tags: Basin, CO2 Sequestration, CO2 Storage, CO2-Caprock Interactions, Carbon Dioxide Storage, Carbon Management, Carbon Storage, Confining System, Data Catalog, EDX4CCS, GCS, Geologic Carbon Storage, Lithology, Offshore, Onshore, Prospective Caprock, Prospective Seal, Saline Storage, Seal, Sedimentary Basin, Sequestration, Storage Complex, United States
Energy Community Atlas

The Energy Community Atlas provides efficient access to authoritative, curated, and relevant data that is vital to supporting energy planning, development, and economic growth across the U.S. In this effort, researchers at the National Energy Technology Laboratory (NETL) are utilizing advanced data visualization and transformation capabilities to develop an integrated, data atlas and resource focused on supporting energy community transitions to new manufacturing opportunities.
Specifically, this project is working to find, acquire, integrate, and virtually host in a user-friendly, public and private solution from available resources, relevant to understanding and characterizing fossil energy communities themselves and inform energy planning, development, and economic growth opportunities, including opportunities for co-development to support manufacturing, critical materials, and more.
This Atlas when complete is to offer a one-stop-shop for stakeholders to derive new insights to accelerate energy investments and strategic decision support needs.
These are following datasets that are available as part of this ongoing project
•	Energy Community Atlas Map Package - This is ArcPro Map package and it contains all of the symbolized layers along with ArcPro map and geodatabase
•	Energy Community Atlas ArcGIS REST service - https://www.arcgis.com/apps/mapviewer/index.html?panel=gallery&suggestField=true&layers=537ced69bd88440380a62c2ec8aca30c
•	README Energy Community Atlas - Read me word document that has details about feature classes in Map package, ArcPro map and ArcGIS Rest Service




Tags: Census Tract, Communities, County, Jobs and Employment, Manufacturing, States, US Department of Energy, United States, national energy technology laboratory
Global Oil & Gas Features Database

This submission contains a zip file with the developed Global Oil & Gas Features Database (as an ArcGIS geodatabase). 
Access the technical report describing how this database was produced using the following link:
https://edx.netl.doe.gov/dataset/development-of-an-open-global-oil-and-gas-infrastructure-inventory-and-geodatabase 
This data can be viewed as a web map application at the following link: 
https://edx.netl.doe.gov/dataset/global-oil-gas-infrastructure-features-database-edx-spatial-webmap

Acknowledgements:


This work was performed under a CRADA between NETL and EDF, and was funded under the Climate and Clean Air Coalition (CCAC) Oil and Gas Methane Science Studies. The studies are managed by United Nations Environment in collaboration with the Office of the Chief Scientist, Steven Hamburg of the Environmental Defense Fund. Funding was provided by the Environmental Defense Fund, OGCI Companies (Shell, BP, ENI, Petrobras, Repsol, Total, Equinor, CNPC, Saudi Aramco, Exxon, Oxy, Chevron, Pemex) and CCAC. 

Tags: Database, Global, NETL, Oil and Gas Infrastructure, gdb, gogi
Development of an Open Global Oil and Gas Infrastructure Inventory and Geodatabase

This submission contains a technical report describing the development process and visual graphics for the Global Oil and Gas Infrastructure database.    
Access the GOGI database using the following link:  https://edx.netl.doe.gov/dataset/global-oil-gas-features-database 
There is a web-mapping tool that allows you to visualize and interact with this data also available here: https://edxspatial.arcgis.netl.doe.gov/maps/edxspatial-gogi-index.html 

Acknowledgement:
This work was performed under a CRADA between NETL and EDF, and was funded under the Climate and Clean Air Coalition (CCAC) Oil and Gas Methane Science Studies. The studies are managed by United Nations Environment in collaboration with the Office of the Chief Scientist, Steven Hamburg of the Environmental Defense Fund. Funding was provided by the Environmental Defense Fund, OGCI Companies (Shell, BP, ENI, Petrobras, Repsol, Total, Equinor, CNPC, Saudi Aramco, Exxon, Oxy, Chevron, Pemex) and CCAC. 

Tags: GOGI, TRS
Pennsylvania Department of Environmental Protection (PA DEP) 26r Detailed Produced Water Compositions (version 1.0)

A database of geochemical compositions of aqueous species in produced water reported to the PA DEP. Samples were collected between mid-2012 to early-2020. Data from publicly-available PA DEP 26r reports were scraped from pdf files and cumulated into tabular spreadsheet format for >1000 produced water streams from Marcellus wells in Pennsylvania. In addition to providing the original values, the NETL NEWTS team has reformatted the dataset to allow sample streams to be easily copied into OLI Studio and Geochemist WorkBench (GWB) software for modeling the geochemistry and the recovery of critical minerals, such as lithium, from these produced water streams.

In addition, a version of the dataset has been included with predictions for some missing values in the original dataset using machine learning techniques within CoDaRT software, a public ML software developed by the Nation Energy Technology Laboratory. We have made the Input into CoDaRT and one example output from CoDaRT available in this dataset.


Tags: Aqueous Chemistry, Critical Minerals, Geochemists Workbench, Produced water, oli studio, regulatory
FE/NETL CO2 Saline Storage Cost Model (2017)

The FE/NETL CO2 Saline Storage Cost Model estimates costs to store a tonne of CO2 in a saline reservoir. The model estimates costs associated with a project, using simplified geo-engineering equations to calculate reservoir values needed to determine injection well costs, monitoring costs, financial responsibility costs, etc. All of these costs are summed over the life of a CO2 storage project and discounted to a NPV of near zero to determine the first-year break-even cost to store a tonne of CO2. The FE/NETL CO2 Saline Storage Cost Model (2017): User's Manual provides some details on the use of this model.

Tags: CO2, COST, Carbon Storage, FORMATION, Injection, Monitoring, NETL
Comprehensive Dataset on Rock-Fluid Interactions in Caney Shale (Project-FE0031776)_Task3

This combined dataset comprises results from six distinct experimental studies focused on understanding the interactions between Caney Shale rock samples and various fluids under simulated reservoir conditions. These experiments provide critical insights into geochemical reactions, mineralogical transformations, and mechanical property changes. The datasets collectively support the evaluation of fluid-rock interaction mechanisms, offering valuable data for geochemical modeling and reservoir optimization.
1.	Single-Component Hydraulic Fracturing Fluids
This dataset contains results from experiments investigating the interactions between powdered Caney Shale rock samples and single-component hydraulic fracturing fluids. The primary focus was on understanding geochemical reactions during shut-in periods in hydraulic fracturing operations.
2.	Field Fracturing Fluids
This dataset evaluates the geochemical interactions between powdered Caney Shale rock samples and field fracturing fluids. The study examines changes in mineralogy and aqueous chemistry under controlled conditions simulating reservoir environments.
3.	Field-Produced Brine
This dataset documents experiments analyzing the interaction between powdered rock samples and field-produced brine. The study replicates subsurface reservoir conditions to investigate geochemical reactions and their implications for permeability and mineralogical changes.
4.	Polished Shale and Field Fracturing Fluids
This dataset includes experimental data from static batch experiments involving polished shale rock samples and field fracturing fluids. The experiments focused on microstructural, elemental, and hardness changes in rocks, as well as elemental and pH variations in reacted fluids.
5.	Polished Shale and Produced Brine
This dataset provides results from static batch reactor studies on polished shale rock samples interacting with untreated produced brine. Experiments explored variations in rock orientation relative to bedding planes under elevated temperature conditions, using methods like SEM, elemental mapping, hardness testing, and ICP-MS analysis.
6.	Dynamic Core-Flooding with Fracturing Fluids
This dataset presents results from dynamic core-flooding experiments on Caney Shale rock and fluid samples. The study investigates interactions between fracturing fluid and fractured rock surfaces under simulated reservoir conditions, with pre- and post-experiment evaluations of physical, chemical, and mechanical changes.



Tags: CT, Caney Shale, Fracturing Fluids and Powdered Rocks, Geochemical Reactions, ICP-MS, SEM-EDS analysis, Static Batch Reactor, XRD, and XRF Analyses
Static Batch Experiment Between Polished Rock and Produced Brine

This dataset comprises experimental data from static batch reactor studies involving shale rocks and produced brine from the Caney Shale reservoir. The experiments investigated interactions between polished shale samples (horizontal and vertical orientations relative to the bedding plane) and untreated produced brine under elevated temperature conditions. Key analytical methods included scanning electron microscopy, elemental mapping, rebound hardness testing, and ICP-MS analysis.

Tags: ICP-MS Elemental Analysis, Polished Shale Rocks, Produced Brine Interaction, Scanning Electron Microscopy, Static Batch Reactor
Powdered-Rock Reaction with Field Produced Brine

This file provides a comprehensive description of the dataset associated with the experimental study investigating the interaction between powdered rock samples and field-produced brine. The study replicates subsurface reservoir conditions to analyze geochemical reactions and their implications for permeability and mineralogical changes.



Tags: Geochemical Reactions, ICP-MS and pH Monitoring, Powdered Shale Rock, Produced Brine Interaction, XRD and SEM-EDS Analysis
Static Batch Experiment Between Polished Rock and Field Fracturing Fluid

This dataset comprises experimental data from static batch experiments designed to investigate interactions between polished shale rock samples and field fracturing fluids. The experiments focused on evaluating microstructural, elemental, and hardness changes in polished rocks, as well as elemental concentrations and pH changes in reacted fracturing fluids.


Tags: Fracturing Fluid Interaction, ICP-MS and pH Measurements, Polished Shale Rocks, SEM-EDS analysis, Static Batch Experiment
Dynamic Core-Flooding Experiment Data Description

This dataset includes experimental data from dynamic core-flooding experiments conducted on rock and fluid samples extracted from the Caney Shale. The study aimed to investigate the interaction of fracturing fluid with fractured rock surfaces under simulated reservoir conditions. Various analytical techniques were used pre- and post-experiment to evaluate physical, chemical, and mechanical changes in the samples.



Tags: Caney Shale, Computed Tomography, Dynamic Core-Flooding, Fracturing Fluid Interaction, XRF Analyses
Triple_Conducting_Perovskite_Defect_Model

GNU-Octave based scripts for solving defect thermodynamic model to generate Brouwer diagram of triple conducting perovskite as a function of temperature, P(O2)/P(H2O), or P(H2)/P(H2O) based on  nonstoichiometry dependent defect formation energies and entropies.

Tags: Brouwer diagram, Defect thermodynamic modeling, Proton conducting ceramic cells, Solid oxide fuel cell, Triple conducting perovskites
DE-FE0031784: A NOVEL ‘SMART MICROCHIP PROPPANTS’ TECHNOLOGY FOR PRECISION DIAGNOSTICS OF HYDRAULIC FRACTURE NETWORKS

ALL data and code (i.e.Final Report, Dataset, Code, and log data etc)

Tags: Hydraulic fracture diagnostics, Hydraulic fracturing mapping, Smart MicoChips Proppants, Unconventional Resources, direct fracture mapping, iGeosensing platform
Experimental Computed Tomography of Caprock Resistance to scCO2 at Reservoir Conditions

This is a Computed Tomography (CT) dataset of an experiment mimicking a scCO2 plume underlying a sealing caprock under reservoir temperature and pressure conditions. A laminated silty mudstone was placed in a core holder at a 24.13 MPa  (3500 psi) confining pressure and 26.68 MPa (3000 psi) pore pressure, and was heated to 50°C (122°F). CO2 was injected into the bottom of the sample and a pressure differential along the core was increased from 3.45 MPa to 28.68 MPa (500 to 3000 psi). The experimental progress was monitored using a NorthStar Industrial M5000 CT scanner. 

The sample fractured internally due to a pump failure during ramp-up to experimental conditions, but despite this additional fracturing no signs of scCO2 imbibition into the sealing rock were observed.  This further confirms the ability of low-permeability caprock to provide the fundamental flow resistance to halt the upward migration of CO2 from injection reservoirs due to buoyancy. 

This research is a collaboration between ExxonMobil and NETL researchers and was presented at GHGT-17 in Calgary, Canada, October 20-24  2024. 

Tags: CCS, CT, Carbon Storage, Computed Tomography, Core Analysis, Seal Integrity, Wettability
RokBase Core Facility Data Collection

The RokBase Core Facility Data Collection v1.0 is an aggregation of information on the locations and collections of geologic core facilities in the United States. It contains two spatial files, their corresponding attribute tables within a catalog, and an interactive web map and dashboard. It is intended to be used for research and comparison purposes, see full disclaimer and credits. Please contact NETL if revisions / corrections can be made to improve this dataset. 

Tags: core facility location, cores, geologic rock core
Frio 2 : Raw CASSM Datasets

This submission contains the raw SEG-2 seismic datasets acquired in the CASSM experiment, part of the Frio-2 GCS pilot. The directory also includes the log files generated by the Geode seismograph (geometrics) used during acquisition. All SEG-2 files have a ".dat" suffix and log files have a ".log" suffix. Various supplementary files are also included (see below) including a set of flow and seismic models used in interpretation.  The earlyGathers.tar.gz resource includes raw data acquired during system testing and pre-injection periods. 

All files correspond to the single source continuous active source seismic monitoring (CASSM) dataset described in the following papers. 

Daley, T.M., Solbau, R.D., Ajo-Franklin, J.B., and Benson, S.M. 2007, “Continuous Active-Source Seismic Monitoring of CO2 Injection in a Brine Aquifer”, Geophysics, Vol. 72, No. 5, p. A57-A61

Daley, T., Ajo-Franklin, J.B., and C. Doughty, 2011,  “Constraining the reservoir model of an injected CO2 plume with crosswell CASSM at the Frio-II Brine Pilot”, International Journal of Greenhouse Gas Control (IJGGC), Vol. 5, No. 2, pp. 1022-1030.

Zhu, T., Ajo-Franklin, J., and T. Daley, 2017, “Spatio-temporal changes in seismic attenuation caused by injected CO2 at the Frio-II pilot site, Dayton TX, USA”, Journal of Geophysical Research – Solid Earth, Vol. 122, No. 9, pp. 7156-7171.

cassmDataRaw.tar : 
The main tar file containing all of the SEG-2 field records and the Geode log files. Stacking, time sampling (dt), and date information should be in the .log file. Each file corresponds to a single stacked gather for the single source deployed. Data was recorded on a 24 channel downhole hydrophone array.

fieldNotes.tar : contains some of the scanned observer logs from the experiments as well as some planning images

fieldPhotos.tar : contains a small set of photographs taken during the experiment

frio_flow_seismic_models.mat : a matlab structure containing a set of flow and seismic models used in interpreting the CASSM data (see IJGGC paper).

Tags: GCS, Seismic, geological carbon sequestration, timelapse seismic monitoring
Enclosed Sydney Swirl Burner Experimental Data Set - Release 1.0

This submission includes a comprehensive data set for the NETL Enclosed Sydney Swirl Burner, generated between 2012 and 2014. The data set includes global parametric data and advanced diagnostic data for (3) flames of interest to CFD model validation. The submission includes a companion summary document describing the data and associated references.

Tags: Diagnostics, Gas Turbine, Hydrogen, Turbulent Combustion
Site Characterization of the Highest-Priority Geologic Formations for CO2 Storage in Wyoming

The project Site Characterization of the Highest-Priority Geologic Formations for CO2 Storage in Wyoming is one of 9 site characterization projects that were implemented as part of ARRA (American Recovery and Reinvestment Act). Data from this project was used to improve resolution of data in NATCARB in the area of study. Data related to this study has already been incorporated in NATCARB Atlas. 

The Wyoming Carbon Underground Storage Project (WY-CUSP) consisted of CO2 storage site characterization and evaluation, focusing on Wyoming’s most promising CO2 storage reservoirs (the Pennsylvanian Weber/Tensleep Sandstone and Mississippian Madison Limestone) and premier CO2 storage site (Rock Springs Uplift). Results from the WY-CUSP project suggest the two reservoirs could store up to 17,000 million tons of CO2.

The WY-CUSP team drilled a stratigraphic test well and acquired a 3-D seismic survey covering 25 square miles of the Rock Springs Uplift site. The team retrieved 916 feet of core from the 12,810-foot-deep well, along with a complete log suite, borehole images, fluid samples, and other data. Project partners (1) provided continuous visual documentation of the core, including grain size, mineralogy, facies distribution, and porosity; (2) performed continuous permeability and velocity scans of selected reservoir intervals; and (3) chemically analyzed the fluid samples. WY-CUSP scientists integrated seismic attributes with observations from log suites, a VSP survey, core, fluid samples, and laboratory analyses, including continuous permeability scans. From these integrations, researchers constructed 3-D spatial distribution volumes of reservoir and seal properties that represent geological heterogeneity at the targeted CO2 storage site. The WY-CUSP team used this data to perform new CO2 plume migration simulations.

Baker Hughes, Inc., completed a series of small-scale, in-situ water injectivity measurements. A database was formed when observations, analyses, and experiments from the stratigraphic test well were integrated. Correlation of these data allowed petrophysical parameters to be extrapolated from the test well out into the storage domain (5x5 mile 3-D seismic survey volume). This resulted in an improved, realistic understanding of performance assessments for potential CO2 storage scenarios.

The WY-CUSP team worked on (1) improving CO2 storage resource estimates, (2) establishing long-term integrity and permanence of confining layers, (3) designing a profitable strategy for pressure management, and (4) evaluating the utilization of stored CO2 at the Rock Spring Uplift. Finally, Baker Hughes developed a microseismic baseline for the test site using in-bore geophones to complete field operations.


Tags: 3-D seismic, ARRA, American Recovery and Reinvestment Act, Madison limestone, NATCARB, Tensleep sandstone, Wyoming, well-logs