AndreaBozzo/ceres-open-data-index huggingface dataset:
Lithium Deposits in the United States

This data release provides the descriptions of approximately 20 U.S. sites that include mineral regions, mines, and mineral occurrences (deposits and prospects) that contain enrichments of lithium (Li). This release includes sites that have a contained resource and (or) past production of lithium metal greater than 15,000 metric tons. Sites in this database occur in Arkansas, California, Nevada, North Carolina, and Utah. There are several deposits that were not included in the database because they did not meet the cutoff requirement, and those occur in Arizona, Colorado, the New England area, New Mexico, South Dakota, and Wyoming. In the United States, lithium was first mined from pegmatite orebodies in South Dakota in the late 1800s

Tags: BLM, Bromine, Bureau of Land Management, Critical Minerals, Earth Mapping Resources Initiative, GGGSC, GIS, Geology Geophysics and Geochemistry Science Center, Lithium, Mineral Resources Program, Sodium, USGS, United States Geological Survey, boron, commodity, geothermal reservoir, metallic mineral resources, mine sites, mineral deposits, ore, potassium, tungsten
Rare Earth Element Occurrences in the United States

Version 4.0 of this data release provides descriptions of more than 200 mineral districts, mines, and mineral occurrences (deposits, prospects, and showings) within the United States that are reported to contain substantial enrichments of the rare earth elements (REEs). These mineral occurrences include mined deposits, exploration prospects, and other occurrences with notable concentrations of the REEs. The inclusion of a particular mineral occurrence in this database is not meant to imply that it has economic potential. Rather, these occurrences were included to capture the distribution and characteristics of the known, reported REEs deposits in the United States, which are diverse in their geology and resource potential.

Concentrated, mineable deposits of the REEs are rare, such that most of the sites within this data release are for unmined locations where the published information may not contain thorough descriptions (Van Gosen and others, 2014). Therefore, decisions had to be made by the authors regarding the addition or exclusion of specific REE occurrences in the dataset, based principally on the available descriptions of the REE concentrations and the apparent size of the mineralized body. The level of detail of this type of information varied widely amongst the occurrences, ranging from general descriptions to detailed sampling and analysis of some deposits.

Tags: BLM, Bureau of Land Management, Critical Minerals, Critical Minerals and Materials, Earth MRI, Earth Mapping Resources Initiative, Economy, GGGSC, GIS, Geographic Information System, Geology Geophysics and Geochemistry Science Center, Geophysics, MRP, Mineral Resources Program, Mineralogy, Rare Earth Elements, Theme BLMBureau of Land ManagementEarth MRIEarth Mapping Resources InitiativeGGGSCGeology, US Geological Survey, USGS, USGS Mineral Deposit Database, cerium, dysprosium, economic geology, erbium, europium, gadolinium, geospatial data, holmium, lanthanum, lutetium, mine, mine site, mineral commodity, mineral deposits, mineral occurrence, mineral resources, neodymium, open pit mine, praseodymium, samarium, terbium thulium, ytterbium, yttrium
Offshore Gulf of Mexico Data Collection

Spatial data acquired from credible sources and created using analytical methods for the Gulf of Mexico. This collection contains information on public and industrial infrastructure, environmental, and socioeconomic factors. Much of these data were originally collected to  measure the potential impacts of oil spills and the collection has continued to build into a robust and wide-ranging spatial database available on EDX Spatial.

Tags: Economic impact, Environmental Impact, Impact Assessment, Infrastructure, Offshore, Oil Spill Impact, data collection
[Geophysical Data] Magnetic and related derivative GeoTIFF grids and data for the United States and Canada

This directory includes GeoTIFF grids and shapefiles of magnetic data that cover the countries of the US and Canada. GeoTIFF grids of national-scale magnetic anomaly data for the conterminous United States (Ravat and others, 2009), Alaska (Division of Geological and Geophysical Surveys, 2016) and Canada (Miles and Oneschuk, 2016) were merged to create a composite residual magnetic anomaly grid of the United States and Canada. Several derivative products were calculated from the residual magnetic anomaly grid and are provided in this directory. Derivative grids include a reduced-to-pole (RTP) magnetic anomaly grid, the 1st vertical derivative of the RTP, the horizontal gradient magnitude pseudo-gravity calculated from the RTP grid, the long-wavelength RTP magnetic anomaly, and the horizontal gradient magnitude of the long wavelength pseudo gravity calculated from the long wavelength RTP. The directory also includes shapefiles of locations that trace the maxima of the horizontal gradient magnitude of the pseudo-gravity and of the maxima of the horizontal gradient magnitude of the long wavelength RTP transformed to pseudo-gravity. Otherwise known as “worms”, the points tracking the maxima mark the edges of shallow magnetic sources (in the case of the RTP) and deeper magnetic sources (calculated from the long-wavelength RTP grid). The shapefile of worms also includes attribute fields related to the steepness of the gradient and to the trend or strike of the gradient. These products were used in combination with other geophysical and geological data layers as input into a mineral prospectivity model for basin-hosted Pb-Zn mineralization. The reader is encouraged to read the metadata specific to each data layer for details related to the calculation and derivation of each magnetic anomaly GeoTIFF grid or shapefile.

References
Division of Geological and Geophysical Surveys, 2016, Alaska merged geophysical data grids: Alaska Division of Geological and Geophysical Surveys Digital Data Series 12, https://doi.org/10.14509/29555.

Miles, W., and Oneschuk, G., 2016, Magnetic anomaly map, Canada / Carte des anomalies magnetiques, Canada: Geological Survey of Canada Open File 7799, https://doi.org/10.4095/297337.

Ravat, D., Finn, C., Hill, P., Kucks, R., Phillips, J., Blakely, R., Bouligand, C., Sabaka, T., Elshayat, A., Aref, A., and Elawadi, E., 2009, A preliminary, full spectrum, magnetic anomaly grid of the United States with improved long wavelengths for studying continental dynamics: A website for distribution of data: U.S. Geological Survey Open-File Report 2009-12258, https://doi.org/10.3133/ofr20091258. [Also available at https://pubs.usgs.gov/of/2009/1258/.]

Tags: Geology Geophysics and Geochemistry Science Center, Magnetic Field, Magnetic anomaly, Mineral Resources, airborne magnetics, airborne survey, critical minerals, critical minerals mapping initiative, exploration geophysics, geophysics, reduction to pole, vertical derivative
[Geophysical Data] Gravity and related derivative GeoTIFF grids and data for the United States and Canada

Several evidential layers calculated from a compilation of gravity data from the national-scale gravity anomaly map of the conterminous United States (Phillips and others, 1993), Alaska (Saltus and others, 2006) and Canada (Geological Survey of Canada, 2017) are presented here. This directory includes GeoTIFF grids of Bouguer gravity, the horizontal gradient magnitude of the Bouguer gravity, the Bouguer gravity upward continued 30 km, and the horizontal gradient magnitude of the upward continued gravity, The directory also includes shapefiles of locations that trace the maxima of the horizontal gradient magnitude of the gravity and of the maxima of the horizontal gradient magnitude of the upward continued gravity. Otherwise known as “worms”, the points tracking the maxima mark the edges of shallow density sources (in the case of the Bouguer gravity) and deeper density sources (calculated from the upward continued gravity). The shapefile of worms also includes attribute fields related to the steepness of the gradient and to the trend or strike of the gradient. The reader is encouraged to read the metadata provided in the zip file that is specific to each data layer for details related to the calculation and derivation of each gravity grid and derivative products.

References
Geological Survey of Canada, 2017, Canada-gravity data compilation: Natural Resources Canada, https://open.canada.ca/data/en/dataset/5a4e46fe-3e52-57ce-9335-832b5e79fecc.

Phillips, J.D., Duval, J.S., and Ambroziak, R.A., 1993, National geophysical data grids; gamma-ray, gravity, magnetic, and topographic data for the conterminous United States: U.S. Geological Survey Data Series 9, https://doi.org/10.3133/ds9.

Saltus, R.W., Brown, P.J. II, Morin, R.L., and Hill, P.L., 2008, 2006 compilation of Alaska gravity data and historical reports: U.S. Geological Survey Data Series 264, https://doi.org/10.3133/ds264.

Tags: Aeromagnetic, Bouger  gravity, CMMI, Critical Materials, Critical Minerals, GGGSC, Geology Geophysics and Geochemistry Science Center, Magnetics, Minerals Resources Program, USGS, United States Geological Survey, airborne magnetics, critical minerals mapping initiative, geophysics, gravity, gravity anomaly, horizontal gradient, magnetic anomaly, upward continued gravity
Global Geochemical Database for Critical Metals in Black Shales

The Global Geochemical Database for Critical Metals in Black Shales (CMIBS) contains new geochemical data compilations for fine-grained sedimentary rocks in which each geologic material sample has one 'best value' determination for each analyzed species, greatly improving speed and efficiency of use (Granitto and others, 2013). The CMIBS was created and designed to compile and integrate geochemical data from seven continents in order to facilitate petrologic studies, mineral resource assessments and mineral exploration, definition of geochemical baseline values and statistics, environmental impact assessments, paleobiological studies and paleoenvironmental trends through Earth history. and studies in human health and environmental geochemistry. The primary goal was to compile geochemical data for stratigraphic rock sequences containing dominantly fine-grained clastic rocks with appreciable organic carbon (>0.5 weight percent), collectively termed and referred to herein as 'black shale facies samples' but comprised of all fine-grained clastic rocks such as argillite, mudstone, claystone, and their low-medium grade metamorphic equivalent

Tags: Canadian Mining Industry, Canadian Mining Industry Research Organization, Critical Minerals, Geochemical data, Geology Geophysics and Geochemistry Science Center, NGDB, National Geochemical Database, USGS, critical minerals, geochemical data, rock chemistry
National-Scale Geophysical, Geologic, and Mineral Resource Data and Grids for the United States, Canada, and Australia: Data in Support of the Tri-National Critical Minerals Mapping Initiative

National-scale geologic, geophysical, and mineral resource raster and vector data covering the United States, Canada, and Australia are provided in this data release. 

The data were compiled as part of the tri-national Critical Minerals Mapping Initiative (CMMI). The CMMI, established in 2019, is an international science collaboration between the U.S. Geological Survey (USGS), Geoscience Australia (GA), and the Geological Survey of Canada (GSC). One aspect of the CMMI is to use national- to global-scale earth science data to map where critical mineral prospectivity may exist using advanced machine learning approaches (Kelley, 2020). The geoscience information presented in this report include the training and evidential layers that cover all three countries and underpin the resultant prospectivity models for basin-hosted Pb-Zn mineralization described in Lawley and others (2022).

Tags: Alaska Mineral resource Data, Critical Minerals, Geographic Information System, Geological Survey of Canada, Geology Geophysics and Geochemistry Science Center, Mineral Resources Program, US Geological Survey, airborne magnetics, ancient passive margins, critical minerals, critical minerals mapping initiative, faults, geologic maps, geology, geophysics, geoscience australia, geospatial data, gravity, magnetics, mineral resources, mineral resources data system, mineral resources program, modelling, satellite gravity, zinc
Offshore AIIM Dashboard

The Advanced Infrastructure Integrity Model (AIIM) is a multivariate, multi-machine learning modeling technology applied to evaluate the integrity of offshore energy infrastructure (e.g., pipelines, platforms) in the U.S Gulf Region. Offshore energy infrastructure plays an essential role in ensuring access to safe and secure energy for the United States. According to the U.S. Energy Information Administration (EIA), production in the U.S. Gulf Region accounts for 15% of total crude and 5% of total natural gas from the United States. Many of these structures have been operating for close to or past their design life, while others have the chance of attrition before return on investment. To better understand the potential for reuse or life extension opportunities, an assessment of the infrastructure integrity is critical to inform safe decision making. Assessing structural integrity, AIIM provides key insights that inform infrastructure use and reuse, as well as hazard prevention planning, in support of stakeholders including researchers and industry.  

Tags: AIIM, Advanced Infrastructure Integrity Model, Big Data, Gulf Region, Infrastructure, Machine Learning, Offshore, Oil and Gas, Pipelines, Platforms, dashboard, infrastructure, offshore, pipelines, platforms
Tungsten skarn mineral resource assessment of the Great Basin region of western Nevada and eastern California - Geodatabase

A mineral resource assessment for tungsten, a critical mineral commodity (see 'Related External Resources' section below) for the United States, was carried out by the U.S. Geological Survey (USGS) for a portion of the Great Basin region, in western Nevada and eastern California, between latitudes 36N and 42N and longitudes 116W and 120W. This study (Lederer and others, in review) integrates data from several sources, including geologic, geochemical, geophysical, remote sensing, watershed analysis, and mining with recently developed grade and tonnage models, expert estimates, and software tools and analyses to generate probabilistic estimates of undiscovered tungsten skarn resources. The assessment was conducted following the 3-part assessment methodology developed by Singer and Menzie (2010, see 'Related External Resources' section below), which involved the delineation of permissive tracts, as well as the evaluation of interdisciplinary data that were then presented to a panel of experts, who made estimations that were then analyzed using economic filters. These data are presented in several formats: a GIS geodatabase, shapefiles, and tabular (csv) data. Several layers or individual files are derived or contain data from U.S. Geological Survey (USGS) and other existing, published sources, mainly the USGS National Geochemical Database (NGDB), USGS Mineral Resources Data System (MRDS), and the National Uranium Resource Evaluation (NURE) databases.

Tags: Geochemistry, Granite, carbonate rocks, chemical analysis, geophysics, metallic mineral resources, mineral deposits, remote sensing, skarn, tungsten, unconsolidated deposits
Global Distribution of Selected Mines, Deposits, and Districts of Critical Minerals

The point and polygon layers within this geodatabase present the global distribution of selected mineral resource features (deposits, mines, districts, mineral regions) for 22 minerals or mineral commodities considered critical to the economy and security of the United States as of 2017. These data complement the report by Schulz and others (2017) which provides national and global information on 23 critical minerals - antimony (Sb), barite (barium, Ba), beryllium (Be), cobalt (Co), fluorite or fluorspar (fluorine, F), gallium (Ga), germanium (Ge), graphite (carbon, C), hafnium (Hf), indium (In), lithium (Li), manganese (Mn), niobium (Nb), platinum-group elements (PGE), rare-earth elements (REE), rhenium (Re), selenium (Se), tantalum (Ta), tellurium (Te), tin (Sn), titanium (Ti), vanadium (V), and zirconium (Zr) resources. The geospatial locations for deposits containing selenium, which is recovered mainly as a byproduct of other produced mineral commodities, is not included in this geodatabase. These geospatial data and the accompanying report are an update to information published in 1973 in U.S. Geological Survey Professional Paper 820, United States Mineral Resources. For the current and full discussion of the individual critical minerals, their uses, identified resources, national and global distribution, geologic overview, resource assessment, and geoenvironmental considerations see: Schulz, K.J., DeYoung, J.H., Jr., Seal, R.R., II, and Bradley, D.C., eds., 2017, Critical mineral resources of the United States—Economic and environmental geology and prospects for future supply: U.S. Geological Survey Professional Paper 1802, 777 p., https://doi.org/10.3133/pp1802.

Tags: Critical Minerals, Critical Minerals and Materials, Manganese, Mineral Resources, Niobium, Rare Earth Element, Rare Earth Metals, Rhenium, Selenium, antimony, barium, beryllium, cobalt, deposit type, fluorine, gallium, geoscience, geospatial data, hafnium, lithium, mine sites, mineral deposit area, mineral deposits, nonfuel resourrces, tantalum, tellurium, tin, titanium, vanadium, zirconium
Critical mineral deposits of the United States (ver. 2.0, April 2024)

A goal of the USGS Earth Mapping Resources Initiative (Earth MRI) program, which partners the USGS with State Geological Surveys, Federal agencies, and the private sector, is to collect new geological, geophysical, geochemical, and topographic (lidar) data in key areas of the U.S., with the purpose of stimulating domestic mineral exploration and production of critical minerals. As a first step, the Earth MRI program identified regional geographic areas within the United States that may have potential to host deposits containing critical minerals. These are the focus areas described in Dicken and others (2022) (https://doi.org/10.5066/P9DIZ9N8). 

Tags: Alaska Resource Data File, Critical Minerals, Critical Minerals and Materials, Earth MRI, Earth Mapping Resources Initiative, LiDAR, MRDS, UAV LiDAR, USGS Mineral Deposit Database, critical mineral, deposit type, geochemical, geological and geophysical, mineral system
Ammonia Combustion McKenna Burner Experimental Data Set - Release 1.0

Initial experimental data set from the NETL ammonia combustion project being performed under the Advanced Turbines Multi-Year-Research-Plan. Release 1.0 includes fundamental measurements performed in the Pittsburgh Fundamental Combustion Laboratory between 2023-2024. 

Tags: Ammonia, Gas Turbines, Hydrogen, NOx, Natural Gas, combustion, laminar flame speed, spectroscopy
Lithologies and Depositional Environments for the NATCARB Saline Reservoirs

This dataset summarize the results of a literature review performed to define the primary lithologies and depositional environments for the target reservoir units defined by the National Carbon Sequestration Database (NATCARB) Saline reservoir 10km Grid data layer, accessible at https://edx.netl.doe.gov/dataset/natcarb. The potential saline storage reservoirs, defined in the Saline 10km Grid layer and in this sheet as "RESOURCE_NAME", were summarized and a literature review was completed to define the primary lithology and depositional environment, and sometimes a secondary lithology and depositional environment for each rock unit. If no verifiable resources were found during the  literature review, the primary and secondary lithology and depositional environments were left blank.

This file is organized by sheets for each of the 7 Regional Carbon Sequestration Partnerships (RCSP): Big Sky Carbon Sequestration Partnership (BSCSP), the Midwest Geological Sequestration Consortium (MGSC), the Midwest Regional Carbon Sequestration Partnership (MRCSP), the Plains CO₂ Reduction Partnership (PCOR), the Southeast Regional Carbon Sequestration Partnership (SECARB), the Southwest Regional Partnership on Carbon Storage (SWP), and the West Coast Regional Carbon Sequestration Partnership (WESTCARB). The partnerships last updated the NATCARB database in 2015. 

Tags: Basin, Carbon Storage, Depositional environments, NATCARB, Reservior, Saline, lithologies
[LCA UP] Horizontal Turbine Shafts & Bearings, 1.5-6 MW Capacity, Manufacturing

LCA Unit Process: Manufacture of shafts and bearings for a horizontal multi-capacity (1.5-6 MW) wind turbine. Assumes shafts (main & low-speed) and bearings are manufactured entirely of cold rolled stainless steel with negligible amounts of other materials. 
OSTI ID: 1509028

Tags: Group - Manufacturing Process, LCA Unit Process, Life Cycle Analysis Options - Wind, Process Scope - Manufacturing
Global Oil & Gas Infrastructure Features Database EDX Spatial Web Map

This submission offers a link to a web mapping application hosted instance of the Global Oil & Gas Features Database (GOGI), via EDX Spatial.  This offers users with the ability to visualize, interact, and create maps with data of their choice, as well as download specific attributes or fields of view from the database.   This data can also be downloaded as a File Geodatabse from EDX at https://edx.netl.doe.gov/dataset/global-oil-gas-features-database.  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 was developed using a combination of big data computing, custom search and data integration algorithms, and expert driven search to collect open oil and gas data resources worldwide. This approach identified over 380 data sets and integrated more than 4.8 million features into the GOGI database. 

Acknowledgements:
This work 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, Global Oil and Gas Inventory, gas, infrastructure, oil
Smart CO2 Transport-Route Planning Tool

NETL has developed the Smart CO2 Transport-Route Planning Tool to help inform energy transport planning and development. The stand-alone, open-source tool applies data-driven, geospatial and machine-learning informed logic to identify potential routes or evaluate existing corridors based on current legislation, best construction practices, and more.  Underpinning the interactive tool, is NETL’s CO2 Transport Planning Database (https://edx.netl.doe.gov/dataset/ccs-pipeline-route-planning-database-v1). This geospatial resource contains more than 70 gigabytes of data representing more than 60 critical factors for the spatial routing of CO2 transport, including land use requirements, existing infrastructure, high consequence areas, and natural hazards.  

Tags: CO2 transporation, EDX4CCS, Machine Learning, Research and Development, geospatial, pipelines, planning