AndreaBozzo/ceres-open-data-index huggingface dataset:
WELLS Interactive Application

The Wellbore Exploration and Location Logistic System (WELLS) Interactive Application is an interactive tool to enable easy exploration and visualization of the living national wellbore database (WELLS Database (https://edx.netl.doe.gov/dataset/wells_database)). The tool and underlying database were created and are maintained by the National Energy Technology Laboratory (NETL), providing visualization of the more than six million public wellbore records from more than 65 authoritative state, federal, and tribal resources. The WELLS Interactive Application serves up wellbore data from oil, gas, underground injection, research, geothermal, geotechnical, groundwater, and other types of wells in a single, standardized, unified system. In addition to the surface location of these wells, the underlying database combines select key attributes for features such as well age, depth, and operating status. The system also provides users with references back to the original sources used in this unified platform.
 
The underlying data can be accessed through the WELLS Database: https://edx.netl.doe.gov/dataset/wells_database
 
Additional Information: The WELLS Interactive Application (formerly titled CO2-Locate) enables visualization and access to the public wellbore records through an intuitive web-based mapping tool. The WELLS Interactive Application was designed to help users visualize, query, analyze, and download wellbore records. Public wellbore points are included as a layer in the Map page, called Public Wells. Additionally, a multivariate hexagon grid summarizing well density from proprietary well data, called Well Density, is included to identify data gaps between the public and proprietary well data. Filtering functionalities in the tool allow these two layers to be spatially filtered by state, county, or basin as well as by status, type, true vertical depth, and spud year.
 
The WELLS Interactive Application also contains a Near Me tool can be used to search and explore wellbore data within a user-defined distance of a specified location on the map, which can also be downloaded. The Query tool allows users to query the selected or filtered wells in the Public Wells layer and export the data. For additional information on these tool functionalities, see the help documentation on the About page of the tool.
 
Notes for Consideration: The Well Density layer provided in this application is derived from proprietary wellbore data, the records of which do not always contain values for key features (status, type, true vertical depth, or spud year). Therefore, data might not be available when layers are queried for all filter combinations. Additionally, visualizing layers and applying filters may take additional time to load (i.e., draw on the map) due to the large size of the data.



Tags: CCS, Co2-locate, Gas Exploration, Geological carbon sequestration, Oil and Gas Infrastructure, Site Characterization, WELLS, Wellbore, ccs, wells
REE and Coal Open Geodatabase Collection

The REE and Coal Open Database is an online collection of subsurface contextual data from publicly available geological, geochemical, and geospatial resources. These data align to and support execution of NETL’s REE coal assessment method. The database includes basin- and national-level spatial datasets, in addition to other non-spatial data that support the assessment approach. Data in this collection are sourced from a range of authoritative, public sources, including NETL, U.S. Geological Survey (USGS), Energy Information Administration (EIA), and state geological surveys.

Tags: REE, coal, database, geocube, geodatabase, open, spatial
Datasets for DOE 2023 Communities LEAP



This data is aligned to eligibility criteria outlined in the United States Department of Energy (DOE) 2023 Communities LEAP (Local Energy Action Program). Please visit the LEAP website (https://www.energy.gov/communitiesLEAP/communities-leap) to learn more about LEAP and gain additional contextual information for how these data may be used. The data provided approximates how the eligibility criteria apply at the census tract level across the United States.

This EDX submission provides access to information pertaining to each of the four eligibility criteria outlined (average energy burden, percent low income, communities with a historic economic dependence on fossil fuel industrial facilities, and disadvantaged communities) for all census tracts within the 50 U.S. States, the District of Columbia (D.C.), and Puerto Rico.
This information can be access in a detailed excel spreadsheet or through the linked interactive web application (https://arcgis.netl.doe.gov/portal/apps/experiencebuilder/experience/?id=2a77f443d72b4a4d82474b3ffe33b8cd).

Please note that while these data are provided at the census tract level, census tracts do not necessarily have the same physical boundaries as a community but were used as they provide the closest proxy based on publicly available information collected using an empirically robust method. U.S. territories are not listed but are eligible to apply to Communities LEAP. As stated in the Opportunity Announcement, applying communities should describe how they meet the eligibility criteria in their application even if these data do not specifically show that they are eligible.



Tags: 2023, Communities, Communities LEAP, DOE, Department of Energy, Energy Burden, Fossil Fuels, LEAP, Low Income, US Department of Energy, United States
National Critical Minerals Data Dashboard

The Critical Minerals (CM) Data Dashboard provides data-driven insights to help unlock the potential of conventional and unconventional CM resources in the United States. The dashboard focuses on 12 CM essential for producing zero-emission transportation and clean power technology. More information about these CM and potential resources is available in our CM Story Map. Dashboard data sets can be filtered geographically using the options provided along the top of the dashboard. Data sets can also be filtered by various attributes using the options in the expandable side panel on the left side of the screen. The data sets in this dashboard were compiled from multiple sources including the USGS, USEPA, OSMRE, and DHS.,
Users are encouraged to provide feedback/suggestions on the function and content of the dashboard, as well as any issues that may arise.

Tags: Conventional Resources, Critical Minerals, Geochemistry, Rare Earth Elements, Unconventional Resources
[LCA UP] Horizontal Turbine Spinner, 1.5-6 MW Capacity, Manufacturing

LCA Unit Process: Manufacture of a spinner (nose cone) for 1.5-6 MW capacity horizontal wind turbine, manufactured of resin and glass reinforced plastic (GRP) materials with negligible amounts of other materials. 
OSTI ID: 1509393

Tags: Group - Manufacturing Process, LCA Unit Process, Life Cycle Analysis Options - Wind, Process Scope - Manufacturing
[LCA UP] Horizontal Wind Turbine Tower, 1.5-6 MW, Manufacturing

LCA Unit Process: This unit process provides a summary of the energy and materials required for the manufacture of a horizontal wind turbine tower, ranging in capacity from 1.5 to 6 MW; manufactured entirely of carbon steel with negligible amounts of other materials. 
OSTI ID: 1509395

Tags: Group - Manufacturing Process, LCA Unit Process, Life Cycle Analysis Options - Wind, Process Scope - Manufacturing
Datasets for DOE 2021 Communities LEAP Pilot

This submission offers data aligned to each of the four eligibility criteria outlined in the United States Department of Energy (DOE) 2021 Communities LEAP (Local Energy Action Program) Pilot. Please visit the LEAP website (https://www.energy.gov/communitiesLEAP/communities-leap) to learn more about LEAP and gain additional contextual information for how these data may be used. The data provided in the file approximates how the eligibility criteria apply at the census tract level across the United States (U.S.). 

The excel file available for download provides information pertaining to each of the four criteria outlined (average energy burden, percent low income, historic fossil energy communities) for all census tracts within the 50 U.S. States, the District of Columbia (D.C.), and Puerto Rico. The tabs within the excel file provide a file description, a summary data table (a simplified, easy to use presentation of the four eligibilities criteria), metadata (description, source, and other pertinent details for all variables provided), and a full, detailed data table. 

Please note that while these data are provided at the census tract level, census tracts do not necessarily have the same physical boundaries as a community but were used as they provide the closest proxy based on publicly available information collected using an empirically robust method. U.S. territories are not listed but are eligible to apply to Communities LEAP. As stated in the Opportunity Announcement, applying communities should describe how they meet the eligibility criteria in their application even if these data do not specifically show that they are eligible.


Tags: Communities, Energy Burden, Fossil Fuels, LEAP, Low Income
U.S. Offshore Pipeline and Reported Incident Datasets

The U.S. Offshore Pipeline and Reported Incident Datasets provide a compilation of data from a variety of credible resources, spatially-temporally integrated into multivariate resources. This spatial resource includes more than 80,000 points along existing and abandoned pipelines in the Gulf with matched incidents based on similar lease blocks and temporal timelines (e.g., the incident date occurs within reported pipeline lifespan), structural characteristics, geologic and seafloor data, and meteorological, oceanographic, and biochemical statistics spatially and temporally matched to each point. This is provided as both a feature class in a file geodatabase, as well as a CSV file for ease of use. The pipeline incidents table is a CSV file containing more than 900 reported incidents from 1986 to 2021, including incident date, area (Outer Continental Shelf (OCS) lease block and area code), reported causes, reported incident information, and results (i.e., cost, repairs, inspections), along with quantitative severity metrics. Field dictionaries are included for both the pipeline locations and incidents datasets, which detail field definitions. The pipeline locations field dictionary includes original resource reference information.

Tags: Advanced Infrastructure Integrity Model, Geohazard, Incidents, Metocean, Oil and Gas Infrastructure, Pipeline Integrity, pipelines, spatial data, pipelines, Gulf Of Mexico, Incidents, spatial data, Metocean, Geohazard, Advanced Infrastructure Integrity Model, Oil and Gas Infrastructure, Pipeline Integrity
WELLS Database

The Wellbore Exploration and Location Logistic System (WELLS) is a living national wellbore database - created and maintained by the National Energy Technology Laboratory (NETL). This resource contains more than seven million public wellbore records from state, federal, and tribal resources. Sourced from over 65 authoritative, yet disparate resources, the WELLS Database combines and synthesizes well data from oil, gas, underground injection, research, geothermal, geotechnical, groundwater and other types of wells in a single, unified system. 

This resource can be explored and visualized through the WELLS Interactive Application, also on EDX: https://edx.netl.doe.gov/dataset/wells-interactive-application

The WELLS Database (formerly titled CO2-Locate) is an integrated national well dataset, representing open-source wellbore data from disparate state, tribal, and federal entities. The database provides publicly available well header data with key attributes such as well age, depth, and status. The database contains a fully integrated CSV file with all values in numerical columns, such as depth, converted into numbers. This version has a NETL derived API (American Petroleum Institute) number column and has been handled for redundancies, resulting in one record for every unique API number. The database also contains a fully integrated CSV file, where all original data are kept as text values. Additionally, the database includes a shapefile containing key attributes and coordinates from the integrated dataset, reformatted public wells CSV files, and a proprietary well density grid shapefile.

Notes for consideration: The WELLS Database will be updated periodically with new datasets and information. A field dictionary with field (i.e., attribute) coverage across acquired public well resources, and the resulting integrated public well datasets are available in the spreadsheet, WELLS_Field_Dictionary.xlsx. Summary layers provided in this database are derived from proprietary layers and do not always contain key features (status, type, true vertical depth, or spud year) and therefore might not be shown when data are queried for those features.


Tags: CCS, Co2-locate, CoLocate, Discover, Oil and Gas Infrastructure, Site Characterization, WELLS, ccs, discover, site characterization, wells, CCS, Co2-locate, CoLocate, Discover, Oil and Gas Infrastructure, Site Characterization, WELLS, ccs, discover, site characterization, wells
Genesis Data Card Schema, Template and Supporting Tools

Genesis Data Cards provide a standardized template and schema for documenting scientific datasets in support of discovery, access, interoperability, reusability, governed use, and AI usability. This release of the Genesis Data Card repository includes a versioned Markdown template, a LinkML schema with generated Pydantic and JSON artifacts, schema documentation, and example completed data cards. Validation tooling is provided to ensure that completed data cards conform to the schema prior to submission. Accompanying documentation for the structured metadata is provided as a Field Reference Guide.
The schema and accompanying template provided in this repository address the call for actionable context that enables humans and AI systems to find, access, interpret, cite, and reuse data, and, when appropriate, integrate it into AI and machine learning workflows. The data card is intended to serve as a common metadata artifact intended to support standardized, cross-program dataset documentation across Department of Energy (DOE)-aligned efforts, including but not limited to Genesis Mission-related implementations, the Office of Science, National Nuclear Security Administration (NNSA), and Advanced Simulation and Computing (ASC) data governance and stewardship initiatives. 

Tags: Genesis Mission, data card, metadata, metadata creation, Genesis Mission, data card, metadata, metadata creation
[LCA UP] Horizontal Turbine Main Frame, 1.5-6 MW Capacity, Manufacturing

LCA Unit Process: Manufacture of a horizontal wind turbine main frame, based on NREL specifications for a multi capacity (range 1.5 - 6 MW) wind turbine main frame (bed). 
OSTI ID: 1509392

Tags: Group - Manufacturing Process, LCA Unit Process, Life Cycle Analysis Options - Wind, Process Scope - Manufacturing
[LCA UP] Horizontal Turbine Hub, 1.5-6 MW Capacity, Manufacturing

LCA Unit Process: Models manufacturing of the hub, blade pitch mechanisms, and bearings of a variable megawatt (range 1.5 -6MW) capacity wind turbine. Assumes all components manufactured of cast iron and steel with negligible amounts of other materials. 
OSTI ID: 1509391

Tags: Group - Manufacturing Process, LCA Unit Process, Life Cycle Analysis Options - Wind, Process Scope - Manufacturing
[LCA UP] Horizontal Turbine Blades, 1.5-6 MW Capacity, Manufacturing

LCA Unit Process: Manufacture of turbine blades, based on NREL specifications for a horizontal axis multi capacity (1.5-6 MW) wind turbine. Assumes blades manufactured of CRP (advanced technology) or GRP (current technology) and Adhesive materials. 
OSTI ID: 1509390

Tags: Group - Manufacturing Process, LCA Unit Process, Life Cycle Analysis Options - Wind, Process Scope - Manufacturing
[LCA UP] Harvester, 300-Bushel Capacity, 6 Cylinder, Construction

LCA Unit Process: Harvester based on manufacturer specifications for a John Deere Model 9770 STS Combine, 300-bushel capacity, and a John Deere Model 612c Stalkmaster corn header. Assumes combine and corn header constructed entirely of steel plate. 
OSTI ID: 1509069

Tags: Group - Manufacturing Process, LCA Unit Process, Life Cycle Analysis Options - Biomass, Process Scope - Construction
[LCA UP] CBTL, 20% Torrefied Biomass, Fischer-Tropsch Jet Fuel Production Facility

LCA Unit Process: This unit process quantifies the input flows and emissions associated with the operation of a Fischer-Tropsch (F-T) jet fuel production facility, based on a coal biomass to liquids (CBTL), 20% torrefied biomass configuration. 
OSTI ID: 1509258

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Coal Biomass, Process Scope - Operation
[LCA UP] CBTL, 20% Chipped Biomass, Fischer-Tropsch Jet Fuel Production Facility

LCA Unit Process: This unit process quantifies the input flows and emissions associated with the operation of a Fischer-Tropsch (F-T) jet fuel production facility, based on a coal biomass to liquids (CBTL), 20% chipped biomass configuration. 
OSTI ID: 1509257

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Coal Biomass, Process Scope - Operation
[LCA UP] CBTL, 10% Chipped Biomass, Fischer-Tropsch Jet Fuel Production Facility

LCA Unit Process: This unit process quantifies the input flows and emissions associated with the operation of a Fischer-Tropsch (F-T) jet fuel production facility, based on a coal biomass to liquids (CBTL), 10% chipped biomass configuration. 
OSTI ID: 1509255

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Biomass Coal, Process Scope - Operation
[LCA UP] CBTL, 10% Biomass, Microchipped, Separate Gasifiers, Fischer-Tropsch Jet Fuel Production Facility

LCA Unit Process: This unit process quantifies the input flows and emissions associated with the operation of a Fischer-Tropsch (F-T) jet fuel production facility, based on a coal biomass to liquids (CBTL), 10% microchipped biomass, separate gasifiers configuration. 
OSTI ID: 1509254

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Coal Biomass, Process Scope - Operation
[LCA UP] CBTL, 0% Biomass Fischer-Tropsch Jet Fuel Production Facility

LCA Unit Process: This unit process quantifies the input flows and emissions associated with the operation of a Fischer-Tropsch (F-T) jet fuel production facility, based on a coal to liquids (CTL) configuration. 
OSTI ID: 1509006

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Coal, Process Scope - Operation
[LCA UP] CBTL Zero Sulfur Diesel

LCA Unit Process: Coal-and-Biomass-to-liquids (CBTL) via Fischer-Tropsch synthesis using Illinois No. 6 or PRB as the coal and switchgrass as the biomass feedstock where applicable. 
OSTI ID: 1509253

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Biomass Coal, Process Scope - Operation
[LCA UP] CBTL Plant Operation with Coal and Switchgrass Feed

LCA Unit Process: Inputs and outputs for Fischer-Tropsch diesel production by a 30,000 to 50,000 barrel per day CBTL plant using Illinois No. 6 coal and switchgrass feed. Includes scenarios for CCS and ATR (autothermal reforming). Naphtha is a co-product. 
OSTI ID: 1509252

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Biomass, Process Scope - Operation
[LCA UP] CBTL Plant Operation with Coal and SRWC Feed

LCA Unit Process: Inputs and outputs for Fischer-Tropsch diesel production by a 30,000 to 50,000 barrel per day CBTL plant using Illinois No. 6 coal and SRWC feed. Includes scenarios for CCS and ATR (autothermal reforming). Naphtha is a co-product. 
OSTI ID: 1509251

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Biomass, Process Scope - Operation
[LCA UP] CBTL Plant Operation with Coal and Corn Stover Feed

LCA Unit Process: Inputs and outputs for Fischer-Tropsch diesel production by a 30,000 to 50,000 barrel per day CBTL plant using Illinois No. 6 coal and Corn Stover feed. Includes scenarios for CCS and ATR (autothermal reforming). Naphtha is a co-product. 
OSTI ID: 1509250

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Biomass, Process Scope - Operation
[LCA UP] CBTL, 10% Torrefied Biomass, Fischer-Tropsch Jet Fuel Production Facility

LCA Unit Process: This unit process quantifies the input flows and emissions associated with the operation of a Fischer-Tropsch (F-T) jet fuel production facility, based on a coal biomass to liquids (CBTL), 20% torrefied biomass configuration. 
OSTI ID: 1509256

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Biomass Coal, Process Scope - Operation
[LCA UP] California Thermal Enhanced Oil Recovery

LCA Unit Process: Emissions from steam injection processes for extraction of heavy oils in California on the basis of 1 kg U.S. domestic crude oil extracted. Water use for cyclic steam injection, steam flood, and water flood processes for enhanced oil recovery. 
OSTI ID: 1509002

Tags: Group - Extraction Process, LCA Unit Process, Life Cycle Analysis Options - Petroleum, Process Scope - Operation
[LCA UP] Bulk Storage Facility, Ethanol, Operation

LCA Unit Process: This unit process inventories emissions from the operation of a bulk storage facility for ethanol. Gasoline and ethanol mix in tanker to create E10 and E85. Emissions from fuel storage evaporation and truck loading/unloading operations are included. 
OSTI ID: 1509148

Tags: Group - Basic Process, LCA Unit Process, Life Cycle Analysis Options - Fuels, Process Scope - Operation
[LCA UP] Bulk Loading Terminal Ethanol Storage, 500K gal, Construction

LCA Unit Process: This unit process models the mass of steel plate and stainless steel used for the construction of ethanol storage tanks with a total capacity of 500,000 gallons at a bulk loading terminal. 
OSTI ID: 1509146

Tags: Group - Manufacturing Process, LCA Unit Process, Life Cycle Analysis Options - Fuels, Process Scope - Construction
[LCA UP] BTL Plant Operation with Switchgrass Feed

LCA Unit Process: Inputs and outputs for FTD production by a 5,000-barrel-per-day BTL plant using switchgrass feed. Includes scenarios for carbon capture and sequestration (CCS) and autothermal reforming (ATR). Naphtha is a co-product. 
OSTI ID: 1509249

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Biomass, Process Scope - Operation
[LCA UP] BTL Plant Operation with SRWC Feed

LCA Unit Process: Inputs and outputs for Fischer-Tropsch diesel production by a 5,000-barrel-per-day BTL plant using SRWC feed. Includes scenarios for carbon capture and sequestration (CCS) and autothermal reforming (ATR). Naphtha is a co-product. 
OSTI ID: 1509248

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Biomass, Process Scope - Operation
[LCA UP] BTL Plant Operation with Corn Stover Feed

LCA Unit Process: Inputs and outputs for Fischer-Tropsch (FT) diesel production by a 5,000-barrel-per-day BTL plant using corn stover feed. Includes scenarios for carbon capture and sequestration (CCS) and autothermal reforming (ATR). Naphtha is a co-product. 
OSTI ID: 1509247

Tags: Group - Energy Conversion, LCA Unit Process, Life Cycle Analysis Options - Biomass, Process Scope - Operation
[LCA UP] Brine Water Management for Saline Aquifer CO2 Sequestration, Operations

LCA Unit Process: This unit process models the treatment and/or reinjection of brine water produced as a result of CO2 sequestration operations in saline aquifers. 
OSTI ID: 1509245

Tags: Group - Waste Treatment Process, LCA Unit Process, Life Cycle Analysis Options - Other, Process Scope - Operation