AndreaBozzo/ceres-open-data-index huggingface dataset:
Oklahoma Wellbore Rasters

Seven raster surfaces generated from wellbore information that are thought to influence fluid and or gas migration in the subsurface. Wellbore information was originally retrieved from the IHS Energy Group (current as of April 2015), which is a proprietary, commercial database containing information for most oil and gas wells in the U.S. Processing of wellbore information into gridded cells was performed to provide a graphic solution to overcome the problem of displaying proprietary well data. No proprietary data are displayed or included in the cell maps. These rasters were developed to serve as inputs to the SIMPA (Spatially Weighted Multivariate Probabilistic Assessment) tool. Each raster surface is a derivative product of wellbore dataset. Each raster represents a single wellbore attribute or combination of attributes that speak to the following wellbore characteristics: number of recompletions, year spud, year abandoned, year completed, number of abandoned wells, hole direction, switch from production to injection. The original wellbore information, retrieved from the IHS Energy Group, are in the form of points – these derivative rasters aggregate point attributes to approximately 1,000-meter resolution grid cells. Each raster only includes cells that contain wellbores with the characteristics represented in each surface (i.e. if the wellbores in a given cell have no year abandoned data, the cell is not included in the raster). Since the raster cells combine data from multiple points in many cases, methods such as the average, minimum, and count are used to summarize the information in each cell. The specific operations used to develop each raster are detailed in its metadata. 

Tags: Abandoned, Completed, Count, Hole direction, Injection, Oklahoma, Production, Raster, Recompletions, SIMPA, Spud, Wellbore, Year
BSEE Data Center

BSEE works to promote safety, protect the environment, and conserve resources offshore through vigorous regulatory oversight and enforcement. Visit the top of our About BSEE section to learn more. The Office of Public Affairs is the primary point of contact for news media, organizations and the public seeking information about the Bureau of Safety and Environmental Enforcement's programs, policies, procedures and services..

Tags: BSEE, Leasing Information, Offshore, Pipeline Maps
Variable Grid Method

NETL’s Variable Grid Method (VGM) is a novel approach that leverages GIS capabilities to simultaneously visualize and quantify spatial data trends and underlying data uncertainty. The flexible VGM approach utilizes a range of spatial datasets and uncertainty quantifications, which can be calculated using data related to sample density, sample variance, interpolation error, multiple simulations, etc., to create an integrated visualization of data and uncertainty. The intuitive manner of the VGM helps communicate the relationship between uncertainty and spatial data to effectively guide research, support advanced computation analyses, and helps inform research, management and policy decisions. The VGM approach is being developed into a standalone tool designed to integrate into a variety of research workflows, providing users the capabilities to utilize the VGM for their datasets, analysis, and models in support of their decision making needs. The VGM approach was developed as part of NETL’s Offshore portfolio. It was further matured and utilized in projects associated with both NETL’s Unconventional Resources and Carbon Storage portfolios, and is now being further developed by Varigrid, LLC.

Tags: Carbon Storage, GIS, Unconventional Resources, VGM, Variable Grid Method, Visualization
Stressed MSRI Anode (S1)

Microstructure of an electrochemically aged active anode layer from a 25 mm anode-supported SOFC button cell produced by Materials and Systems Research, Inc (Salt Lake City, UT), characterized using xenon plasma FIB-SEM at Carnegie Mellon University on 30 October 2017. 

The electrochemical aging procedure consisted of running the cell for 1,500 hours at 750°C, at a current density of 0.25 A/cm<sup>2</sup>, using wet (3% H2O) hydrogen as a fuel.

The microstructure is approximately 145x106x6 μm<sup>3</sup>; the voxel size in the dataset is 50x50x50 nm<sup>3</sup>. The phase IDs in the segmented data are as follows: 1:pore, 2:Ni, 3:Yttria-stabilized zirconia (YSZ). The greyscale values in the un-segmented data follow the same order, from darkest to brightest.

Tags: SOFC, heterogeneity, microstructure
CO2 Online Solubility Tool

The prediction of carbon dioxide solubility in brine at conditions relevant to carbon sequestration (i.e., high temperature, pressure, and salt concentration (T-P-X)) is crucial when this technology is applied. Eleven mathematical models for predicting CO2 solubility in brine are compared and considered for inclusion in a multimodel predictive system. Model goodness of fit is evaluated over the temperature range 304−433 K, pressure range 74−500 bar, and salt concentration range 0−7 m (NaCl equivalent), using 173 published CO2 solubility measurements, particularly selected for those conditions. The performance of each model is assessed using various statistical methods, including the Akaike Information Criterion (AIC) and the Bayesian Information Criterion (BIC). Different models emerge as best fits for different subranges of the input conditions. A classification tree is generated using machine learning methods to predict the best-performing model under different T-P-X subranges, allowing development of a multimodel predictive system (MMoPS) that selects and applies the model expected to yield the most accurate CO2 solubility prediction. Statistical analysis of the MMoPS predictions, including a stratified 5-fold cross validation, shows that MMoPS outperforms each individual model and increases the overall accuracy of CO2 solubility prediction across the range of T-P-X conditions likely to be encountered in carbon sequestration applications.

Tags: CO2, Carbon Dioxide, Carnegie Melon, EDXtool, Gases, Geochemistry, MMoPS, Resource, Solubility, Tool
NETL Supercomputer

The NETL Supercomputer is up and running at the Office of Fossil Energy's National Energy Technology Laboratory (NETL) in Morgantown, West Virginia. One of the world's fastest, most energy-efficient supercomputers, it is intended to help energy researchers discover new materials, optimize designs, and better predict operational characteristics.

Tags: HPC, HPCEE, High Performance Computing, Information Technology, MFIX, Modeling, NETL, SBEUC, Supercomputer, Supercomputing
PowerPedia

<center>**PowerPedia is solely for authorized internal use by Department of Energy employees and contractors 
working at DOE headquarters and field sites.**</center>

Powerpedia is a non-public, employee created encyclopedia of information about the Department. It uses the same technology that powers Wikipedia (Mediawiki) and can be accessed and edited by any DOE employee or contractor. Powerpedia's mission is to help employees share information on topics while improving communication and coordination between DOE organizations.  

As of June 2011, the DOE Enterprise can access Powerpedia, create accounts, and contribute content. This includes the National Laboratories. It is only accessible to DOE personnel (employee or contractor) at headquarters and the field sites. External networks will not be able to access the site unless they are using CITRIX. 

Tags: MediaWiki, PowerPedia, power, wiki
FutureGen 2.0 1008 Simulation Reservoir Lookup Table

Lookup table of pressures and saturations from injection layer of FutureGen 2.0 reservoir model developed using the STOMP simulator.  A 20-year injection period with CO2 injection at a rate of 1.1 MMT of CO2 per year is followed by a 50-year post-injection period.  The permeability of each of the 31 model layers was varied independently using Latin Hypercube Sampling.

Tags: FutureGen 2.0, NRAP-Open-IAM, STOMP, carbon storage, risk
NATCARB

The National Carbon Sequestration Database (NATCARB) is a geographic information system (GIS)-based tool for viewing carbon capture, use and storage (CCUS) potential across the United States. Through a graphical user interface, NATCARB displays locations and associated metadata about stationary CO2 sources and potential geologic sinks. Users can access, query and model, analyze, display, and download CO2 storage resource data. 


Tags: Atlas, CCS, CO2, Carbon Capture and Storage, Information Technology, NATCARB, US
ParaView

ParaView is an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques. The data exploration can be done interactively in 3D or programmatically using ParaView’s batch processing capabilities. ParaView was developed to analyze extremely large datasets using distributed memory computing resources. It can be run on supercomputers to analyze datasets of petascale size as well as on laptops for smaller data, has become an integral tool in many national laboratories, universities and industry, and has won several awards related to high performance computation. 

Tags: analysis, visualization
FRACGEN and NFFLOW version 14.9

FRACGEN/NFFLOW is a DOE sponsored project to simulate the behavior of tight, fractured, strata-bound reservoirs that arise from irregular, discontinuous, or clustered networks of fractures. This distribution includes the PC programs and user interfaces for fracture network generation, discrete fracture reservoir simulation, and visualization of fracture networks and reservoir performance.   New features in this release are optional fixed pressure boundary conditions, permeable unfractured layers, liquid data handling, sorption, and stress sensitive aperture modeling.



Tags: FRACGEN, Information Technology, Modeling, NFFLOW, fracture, liquid data handling, modeling, permeable unfractured layers, pressure, reservoir, sorption, visualization
geoWELL

National Energy Technology Laboratory’s (NETL) GEO Water Energy Link Library, geoWELL, is a map-based application that provides quick access to the primary on-line sources of subsurface geologic and wellbore (oil, gas, and underground injection) information for appropriate U.S. state, tribal and federal agencies. 


Tags: Alaska Gas Pipeline, Energy Infrastructure, Gas, Geographic, Geothermal, LLC, Latitude, Longitude, Oil, Oil and Gas, Types, US, Water, Well Data, Wells, energy, gas, geoWELL, geologic, library, link, map-based application, oil, state, water, wellbore
Subsurface Trend Analysis domains for the northern Gulf of Mexico

Geologic domains for the northern Gulf of Mexico derived using the Subsurface Trend Analysis (STA) method.  The domains were postulated using geologic province, lithologic, and structural information and validated using statistical methods. 

Publication detailing the STA method: 
Rose, K., Bauer, J.R., and Mark-Moser, M. (2020)  Subsurface trend analysis, a multi-variate geospatial approach for subsurface evaluation and uncertainty reduction, Interpretation, vol. 8, issue 1
https://library.seg.org/doi/abs/10.1190/int-2019-0019.1

Detailed discussion of domain formation and analysis: 
Mark-Moser, M., Miller, R., Bauer, J., Rose, K., and C. Disenhof. 2018, Analysis of Subsurface Reservoir Properties Using a Novel Geospatial Approach, Offshore Gulf of Mexico. NETL-TRS-2018
https://edx.netl.doe.gov/dataset/detailed-analysis-of-geospatial-trends-of-hydrocarbon-accumulations-offshore-gulf-of-mexico



Tags: GOM, Gulf Of Mexico, STA, geology, subsurface trend analysis
TOUGH: Suite of Simulators for Nonisothermal Multiphase Flow and Transport in Fractured Porous Media

TOUGH (Transport Of Unsaturated Groundwater and Heat) is a continuum-scale simulator developed by Lawrence Berkeley National Laboratory. TOUGH2 is used to simulate the coupled transport of water, vapor, non-condensible gas, and heat in porous and fractured media. TOUGH consists of a suite of tools including TOUGH3, iTOUGH2, TOUGHREACT, TOUGH2, and TOUGH+

Tags: Lawrence Berkeley National Lab, Lawrence Berkeley National Laboratory, Lawrence Berkley National Lab, Multiphase, Multiphase Flow, Multiphase flow and transport, NRAP, Nonisothermal, TOUGH, TOUGH2, TOUGH3, fractured, fractured media, fractured porous media
Beaufort Margin Heat Flow Study, 2016

In this study, we document and analyze 103 new heat flow measurements along four transects coincident with multi-channel seismic (MCS) data that extend from the U.S. Beaufort shelf edge to ~2000 meters below sea level (mbsl) . We acquired new heat flow data in the U.S. Beaufort Sea during the period September 12th-22nd, 2016, on the M/V Norseman II using Oregon State University’s multi-penetration heat flow probe (MPHF). Measurements were made along four transects starting in water depths as shallow as 200 m and extending to depths as deep as 1700 mbsl and coincident with 1977 USGS MCS data (Grantz et al., 1982; Phrampus et al., 2014).

Tags: 09 - September 2014, Arctic Ocean, Methane Hydrates, Ocean Temperature, heat flow
WESTCARB

WESTCARB was one of seven collaborative research partnerships co-funded by the U.S. Department of Energy to characterize regional carbon storage opportunities and conduct technology validation projects. Between 2003 and 2013, under leadership by the California Energy Commission, over 100 public agencies, private companies, nonprofits, universities, and research labs came together to identify and assess the best regional opportunities for keeping CO2 out of the atmosphere, thereby reducing humankind's impact on the climate.

Within its territory, WESTCARB identified the major stationary sources of CO2 such as power plants, oil refineries, and cement plants, and determined the potential for storing CO2 securely in deep geologic formations. WESTCARB’s work also included research on increasing terrestrial carbon storage through tree planting, conservation forest management practices, and removal of materials such as stunted undergrowth and brush that can fuel wildfires.

Tags: CO2, Carbon Sequestration, Kimberlina, RCSP, WESTCARB
Kimberlina - Regional Static 3D Geologic Model of the Southern San Joaquin Basin

Regional static 3D geologic model of the southern San Joaquin Basin for the Westcarb Kimberlina demonstration project created in Earthvision (DGI, Inc.).  Also contains a smaller-scale model from the larger basin domain for the geometry used in Birkholzer et al. (2011).

Data sets derived from:

Wagoner, J., 2009, 3D geologic modeling of the Southern San Joaquin Basin for the Westcarb Kimberlina demonstration project—A status report: Lawrence Livermore National Laboratory LLNL-TR-410813, 27 p.

Birkholzer, J.T., Zhou, Q., Cortis, A. and Finsterle, S., 2011, A sensitivity study on regional pressure buildup from large-scale CO2 storage projects. Energy Procedia, 4, pp.4371-4378.


LLNL contact and file inventory creator: Kayyum Mansoor (mansoor1@llnl.gov)

Tags: 3D Geological Model, Carbon Storage, Kimberlina, NRAP, WESTCARB
Hydrogeologic Model Based on Reduced Complexity

This data set provides the basic hydrogeologic model used for development of the TOUGH2 reservoir modeling results for the Kimberlina site. The hydrogeologic model is based on the static geologic model provided as a separate data set but has some simplifications regarding the geologic layers. Some geologic layers have been merged for the hydrogeologic model because the hydrogeologic properties were very similar. The data set contains several files. The word file explains the structure of the data files. The pdf contains a table with the hydrogeologic properties. The data set also includes 15 thickness files for 15 geological layers (including 3 Vedder sand layers and 3 Vedder shale layers), three elevations files (with reference elevation at ground surface/model top at 9000 m), and one fault trace file for seven faults. Most users may only need 2-3 faults close to the injection well (also see the figure). The arrangement of these layer thickness and elevations files can be see from the three layer files (for Tecplot). To develop a grid structure, start with the Vedder top elevation (REFVedderTop.dat) and add/subtract the thicknesses of layers above/below.


Tags: 3D Groundwater Model, Carbon Storage, Kimberlina, NRAP, WESTCARB
East Bend Brine Sampling Data

Excel files and PDFs containing brine sampling data with information on total dissolved solids, anion analysis, and pH for monitoring wells.

Tags: EB-12, East Bend, Kentucky, MW-1, MW-5, MW-5D, MW-8D, MW-9, MW-P5, MW-P7, P-14, P-8, Rabbit Hash, TDS, anion analysis, brine, dissolved metal, ground water, pH, swabbing
Go-Tech

Our mission is to be a resource for historical oil and gas production data for New Mexico, and to provide this data in a quick, accurate, and easy-to-use manner. We have been helping producers and stakeholders access data for well over ten years now, and are always trying to improve our delivery.

Oil and gas production data on our web site has been provided primarily by the New Mexico Oil Conservation Division, and is updated on a monthly basis. Data for the New Mexico State Land Office Data Access pages is provided by the New Mexico State Land Office, and is updated weekly. Other information on our web site has been collected and compiled by the Industry Service Outreach Group here at the Petroleum Recovery Research Center and is updated on an as-needed basis. You can find more information about using our web site by clicking on the Instructions button on any page that has one, and you can find other resources and useful information in our Help section.

We hope you enjoy the site. If you have questions, do not hesitate to telephone us at (575) 835-5685. We also have a feedback form - for awhile this was not functioning correctly but is now back in order. We only check this mail account on a weekly basis at best, so if your problem is urgent, just call.

Tags: Gas, New Mexico, Oil, Production
Newberry Volcano magnetotelluric impedance data

This submission includes all magnetotelluric (MT) transfer functions acquired during the 2014 EGS stimulation at Newberry Volcano in central Oregon as well as previously acquired MT data for the overall volcano. Plots of all data are provided (including forward response from a model used in a publication now in review in G-cubed). Also included is a kmz file giving all station locations.

Tags: 3D, Geothermal, Magnetotellurics, Newberry, Volcano, hydrothermal, magma, model, rhyolite
Assessment of Enhanced Oil Recovery Using Carbon Dioxide in Michigan Basin Silurian Pinnacle Reefs

The Michigan team at Western Michigan University has provided technical analysis and support of the enhanced oil recovery (EOR) using carbon dioxide (CO2) in the Northern Michigan Silurian Pinnacle reefs. This report discussed the  relevant data about reservoir properties, including lithologic and depositional characteristics of the reservoir formations and porosity and fluid flow properties through different compartments in the reservoir. The team has also developed models that represent the geological and physical characteristics of the reservoir and seal system.

Tags: EOR, facies, geologic characterization, stratigraphy
HydroStratigraphic Model 2 - no Capillary Pressure

HydroStratigraphic Model 2 has no capillary pressure assigned. Relative permeability is assigned by the hydrostratigraphic unit. The model's name is HS2.

Tags: CCUS, CO2-EOR, Capillary Pressure, Carbon Capture Utilization and Storage, Enhanced Oil Recovery, relative permeability
Cranfield Datasets of Field Monitoring and Characterization Published in Zhou WRR Paper

These data sets include the data presented in Figures 2 through 11 of "Zhou, Q., Yang, X., Zhang, R., Hosseini, S. A., Ajo-Franklin, J. B., Freifeld, B. M., Daley, T. M., & Hovorka, S. D. (2020). Dynamic processes of CO2 storage in the field: 1. Multiscale and multipath channeling of CO2 flow in the hierarchical fluvial reservoir at Cranfield, Mississippi. Water Resources Research, 56" This paper was supported by the NRAP project

Tags: CO2 Storage, Channalized CO2 Flow, Cranfield, Data Integration
Final Technical Report

Technical report detailing all methods, simulations, analyses, and findings. Attachments include subsurface interpretations of the study area, geologic data, and individual task reports and deliverables. 

Attachment A: Task 2 Final Report – Data Collection Report
Attachment B: High Resolution File: Age depth plot using the First Appearance Datum (FAD) determined by the graphic correlation analysis
Attachment C: High Resolution File: Well-log interpretation compilation for 29 of the 34 deeppenetrating wells in the BCT
Attachment D: Summary of Geologic Data from Three Core Holes Drilled Through the Potomac Group in the Coastal Plain of Cecil County, Maryland.
Attachment E: Full Seismic Reprocessing Report from Absolute Imaging Inc.
Attachment F: Task 4 Topical Report – Task 4 Hydrologic Properties Data Package Report
Attachment G: Task 5 Topical Report – Carbon Storage Resource Assessment Topical Report
Attachment H: Task 6 Topical Report – Task 6 Risk Factor Analysis Report
Attachment I: Task 7 Stakeholder Education and Engagement Workplan
Attachment J: Road Map for Future CCS Project Planning and Implementation offshore of the Mid-Atlantic United States: Compilation of Research and Industry Views from Stakeholder
Workshops

Tags: CO2 storage, Mid-Atlantic, offshore, risk, storage resource assessment
Well Headers EGOM

Well header information (UWI/API, surface lat/long, well name, well no, lease, lease no, field, bot lat/long, elevation, td, water depth, tvd) for offshore wells in the Eastern Gulf of Mexico. Compiled from BOEM data and the Geological Survey of Alabama/Alabama State Oil and Gas Board. Lat/long in WGS84. Well no is AL OGB permit number. 

This material is based upon work supported by the U.S. Department of Energy National Energy Technology Laboratory (DE-FE0026086). Cost share and research support are provided by the Project Partners and an Advisory Committee.

Tags: gulf of mexico, offshore wells, well headers
EGOM Structure Contour Grids

Structural contour grids (long/lat/Z) in the Tertiary section in the Eastern Gulf of Mexico. Generated by the Geological Survey of Alabama, with IHS Petra (v. 3.11.1.14) geologic interpretation software,  using highly connected features (least squares) and smoothing contours with grid flexing.

Included in the resource are grids for:

-   TMU_Structure.XYZ - Top of Miocene undifferentiated
-   TOP_Structure.XYZ - Top of Oligocene undifferentiated
-   TEU_Structure.XYZ - Top of Upper Eocene undifferentiated
-   TEM_Structure.XYZ - Top of Middle Eocene undifferentiated
-   TWX_Structure.XYZ - Top of Wilcox Group
- KS_Structure.XYZ - Top of Selma Group (Upper Cretaceous/base of Cenozoic)

This material is based upon work supported by the U.S. Department of Energy National Energy Technology Laboratory (DE-FE0026086). Cost share and research support are provided by the Project Partners and an Advisory Committee.


Tags: Eocene, Miocene, Selma Group, Wilcox Group, gulf of mexico, structural contour, tertiary
EGOM Porosity in Tertiary

Grid of porosity (%) for the Tertiary section in the Eastern Gulf of Mexico. Generated by the Geological Survey of Alabama, with IHS Petra (v. 3.11.1.14) geologic interpretation software,  using highly connected features (least squares) and smoothing contours with grid flexing.

Data format is long/lat/Z where long/lat is in WGS84 and Z is %

This material is based upon work supported by the U.S. Department of Energy National Energy Technology Laboratory (DE-FE0026086). Cost share and research support are provided by the Project Partners and an Advisory Committee.

Tags: CCUS, SOSRA, Tertiary, ccus, eocene, gulf of mexico, miocene, porosity