AndreaBozzo/ceres-open-data-index huggingface dataset:
MTA Permanent Art Catalog: Beginning 1980

Through the Permanent Art Program, MTA Arts & Design (formerly Arts for Transit) commissions public art that is seen by millions of city-dwellers as well as national and international visitors who use the MTA’s subways and trains. Arts & Design works closely with the architects and engineers at MTA NYC Transit, Long Island Rail Road and Metro-North Railroad to determine the parameters and sites for the artwork that is to be incorporated into each station scheduled for renovation. A diversity of well-established, mid-career and emerging artists contribute to the growing collection of works created in the materials of the system -mosaic, ceramic, tile, bronze, steel and glass. Artists are chosen through a competitive process that uses selection panels comprised of visual arts professionals and community representatives which review and select artists. This data provides the branch or station and the artist and artwork information.

Tags: art, arts-and-design, arts-for-transit, bridges-tunnels, bt, commuter-rail, lirr, long-island-rail-road, metro-north, metro-north-railroad, mnr, mta-bridges-tunnels, new-york-city-transit, nyct, sir, staten-island-railway, station, subway
Organization: State of New York
Regent Institution Expenditures By Fiscal Year, Class And Unit

Provides aggregate expenditure data for Board of Regent's universities and special schools by fiscal year, class and unit starting with Fiscal Year 2012.  Fiscal years run from July 1 to the following June 30, and are numbered for the calendar year in which they end.  The fiscal year includes a hold-over period for payments made after year end for good and services received on or before June 30.

Tags: actuals, expenditures, financial
Organization: State of Iowa
Regent Institution Revenue By Fiscal Year Class And Unit

Provides aggregate revenue data for Board of Regent's universities and special schools by fiscal year, class and unit starting with Fiscal Year 2012.  Fiscal years run from July 1 to the following June 30, and are numbered for the calendar year in which they end.  All receipts are deposited to the appropriate fiscal year in which the revenues were received.  If revenue is received after the end of the fiscal year but within 60 days, they may be adjusted back to previous fiscal year.  If received after 60 days, they are recorded in the fiscal year received.

Tags: financials, revenue
Organization: State of Iowa
Sample Data from a Distributed Acoustic Sensing Experiment at Garner Valley, California

In September 2013, an experiment using Distributed Acoustic Sensing (DAS) was conducted at Garner Valley, a test site of the University of California Santa Barbara (Lancelle et al., 2014). This submission includes one 45 kN shear shaker (called "large shaker" on the basemap) test for three different measurement systems.  The shaker swept from a rest, up to 10 Hz, and back down to a rest over 60 seconds.

Lancelle, C., N. Lord, H. Wang, D. Fratta, R. Nigbor, A. Chalari, R. Karaulanov, J. Baldwin, and E. Castongia (2014), Directivity and Sensitivity of Fiber-Optic Cable Measuring Ground Motion using a Distributed Acoustic Sensing Array (abstract # NS31C-3935), AGU Fall Meeting. 


Tags: accelerometer, california, das, distributed-acoustic-sensing, fiber-optic, fiber-optics, garner-valley, geophone, geothermal, map, porotomo, poster, project-summary, vibroseis
Organization: Department of Energy
Utah FORGE 5-2615: Well 58-32 and 78-32 Poroelastic Properties

This dataset contains laboratory measurements of poroelastic properties of granite samples from Utah FORGE wells 58-32 and 78-32. The data include permeability, grain bulk modulus, drained bulk modulus, Skempton's pore pressure coefficient, and Biot's effective stress coefficient. Tests were conducted between 2021 and February. The Skempton's B tests involved saturation procedures followed by stepwise increases in confining pressure to establish the relationship between B and effective stress. The Biot's coefficient tests determined permeability, grain and drained bulk moduli, and poroelastic coefficients under both argon and water pore fluids. Data are presented in tables summarizing test conditions, stress estimates, and measurement results, along with figures derived from these tables and images of core samples.

Tags: 58-32, 78-32, bulk-modulus, confining-pressure, effective-stress, energy, geology, geothermal, grain-modulus, permeability, pore-pressure, poroelastic-expansion-coefficient, poroelasticity, processed-data, skemtpon-coefficient, utah, utah-forge
Organization: Department of Energy
End Use Load Profile (EULP) of US Building Sector resulting from mass GHP retrofits

This collection of datasets describes the change (difference) in hourly energy consumption of the U.S. residential and commercial building stock while replacing existing HVAC systems with ground source heat pumps for all the balancing areas in the US, for all buildings eligible for ground source heat pump replacement. Additional county-level data may be requested from the DOE Project Lead.

Tags: assessment, building, commercial, end-use-load-profile, energy, eulp, geothermal, ghp, heat-pump, long-term, nationwide, processed-data, residential, technical
Organization: Department of Energy
Retrospective Analysis of Geothermal Mineral Recovery and Domestic Resource Assessment - References

This reference database in RIS format contains all of the references that were collected as part of our retrospective analysis of geothermal mineral recovery (REE and Li) activities and domestic resource assessment. The outputs detail the chemistry and molecular processes used in lithium recovery from geothermal brines. The articles included include information about the study including more information on geothermal brines and the technologies used for recovering lithium from geothermal brines.

Tags: brines, domestic-resource, energy, geochemisty, geothermal, geothermal-brines, lithium, mineral, mineral-recovery, recovery, ree, resource, technology
Organization: Department of Energy
GOOML Big Kahuna Forecast Modeling and Genetic Optimization Files

This submission includes example files associated with the Geothermal Operational Optimization using Machine Learning (GOOML) Big Kahuna fictional power plant, which uses synthetic data to model a fictional power plant. A forecast was produced using the GOOML data model framework and fictional input data, and a genetic optimization is included which determines optimal flash plant parameters. The inputs and outputs associated with the forecast and genetic optimization are included. The input and output files consist of data, configuration files, and plots.

A link to the Physics-Guided Neural Networks (phygnn) GitHub repository is also included, which augments a traditional neural network loss function with a generic loss term that can be used to guide the neural network to learn physical or theoretical constraints. phygnn is used by the GOOML framework to help integrate its machine learning models into the relevant physics and engineering applications.

Note that the data included in this submission are intended to provide a demonstration of GOOML's capabilities. Additional files that have not been released to the public are needed for users to run these models and reproduce these results. 

Units can be found in the readme data resource.

Tags: big-kahuna, code, configuration, data, energy, example, flash-plants, forecast, genetic-optimization, geothermal, gooml, inputs, machine-learning, model, neural-network, operations, optimization, outputs, phygnn, physics-guided-neural-networks, power-plant, processed-data, python, simulation, steam-field, steamfield, synthetic-data, wells
Organization: Department of Energy
Formosa Mine Studies

Doug-fir, mine tailing, and site data for Formosa mine case study site. 

This dataset is associated with the following publication:
Johnson, M., D. Olszyk, M. Bollman, M. Storm, R. Coulombe, M. Nash, V. Manning, K. Trippe, D. Watts, and J. Novak. Amendments promote Douglas-fir survival on Formosa Mine tailings.   JOURNAL OF ENVIRONMENTAL QUALITY. American Society of Agronomy, MADISON, WI, USA, 53(5): 553-561, (2024).

Tags: biochar, biosolids, electrical-conductivity, lime, metals, ph, remediation, superfund-sites
Organization: U.S. Environmental Protection Agency
Utah FORGE: Seismograph Station Information and Data

This link leads to the University of Utah Seismograph Stations website Utah FORGE seismograph stations page. This page contains a location map and description of the Utah FORGE seismograph stations and other related information. Additionally, data can be downloaded for each station by range of dates as a CSV file. Please note that stations located in well 68-32 are named FORK on this site.

Tags: borehole, egs, forge, geophysics, geothermal, milford, roosevelt-hot-springs, seismic, seismograph, stations, university-of-utah, university-of-utah-seismograph-stations, utah, utah-forge, utah-forge-seismograph-stations, utah-seismograph-stations, webicorder, well-68-32-seismic-data
Organization: Department of Energy
Utah FORGE: Seismograph Stations

This is a website containing Utah seismograph stations. It is maintained at the University of Utah. This site contains data relevant to the Utah FORGE project.

Tags: egs, forge, geophysics, geothermal, milford, roosevelt-hot-springs, seismic-monitoring, seismograph, seismograph-stations, station, station-location, utah, utah-forge, utah-seismograph-stations
Organization: Department of Energy
Super-Resolution for Renewable Resource Data and Urban Heat Islands (Sup3rUHI)

Super-Resolution for Renewable Resource Data and Urban Heat Islands (Sup3rUHI) introduces machine learning methods to incorporate high-resolution Urban Heat Island (UHI) effects into low-resolution historical reanalysis and future climate model datasets. The dataset includes models trained to estimate UHI in Los Angeles and Seattle, along with open-source software and additional training data for the 50 most populous cities in the contiguous United States. The study demonstrates the application of these methods in evaluating climate change impacts and heat mitigation strategies within high-resolution urban microclimate modeling. The dataset aims to provide a computationally efficient and adaptable solution for urban planners to address various heat planning questions and prioritize heat mitigation strategies. The open-source models, software, and data will contribute to the development of more heat-resilient and sustainable urban environments in the face of climate change.

Tags: air-temperature, albedo-modification, cities, climate, climate-adaptation, climate-change, cmip6, data, energy, extreme-heat, heat-mitigation, land-surface-temperature-lst, machine-learning, microclimate, ml, model, power, relative-humidity, remote-sensing, renewable-resource, satellite-data, sup3ruhi, sustainability, uhi, united-states, urban-heat-island-uhi, weather
Organization: Department of Energy
U.S. State Wind Resource Potential

Estimates for each of the 50 states and the entire United States showing the windy land area with a gross capacity factor (without losses) of 30% and greater at 80m height above ground and the wind energy potential from development of the available windy land area after exclusions.  The installed capacity shows the potential megawatts (MW) of rated capacity that could be installed on the available windy land area, and the annual generation shows annual wind energy generation in gigawatt-hours (GWh) that could be produced from the installed capacity.  

AWS Truewind, LLC developed the wind resource data for WindNavigator (see "WindNavigator" link below) with a spatial resolution of 200 m.  NREL produced the estimates of windy land area and windy energy potential, including filtering the estimates to exclude areas unlikely to be developed such as wilderness areas, parks, urban areas, and water features (see the "Wind Resource Exclusion Table" sheet within the Excel file for more detail).

For updated data on modeled wind supply curves please visit the "Siting Lab" link below. 

Tags: 80m, annual-generation, aws-truewind, data, gross-capacity-factor, installed-capacity, processed-data, renewable, resource-potential, united-states, usa, wind, wind-energy, wind-power
Organization: Department of Energy
Evaluation of Hepatic and Renal Effects of Acute and Subacute Oral Exposure to Bromochloromethane

The toxicity of liver and kidney upon acute and subacute exposure to bromochloromethane in both male and female rats. 

This dataset is associated with the following publication:
Simmons, J., T. Willoughby, M. Armstrong, M. Donohue, A. McDonald, and Y. Sey. EVALUATION OF HEPATIC AND RENAL EFFECTS OF ACUTE AND SUBACUTE ORAL EXPOSURE TO BROMOCHLOROMETHANE IN RATS.   TOXICOLOGY AND APPLIED PHARMACOLOGY. Elsevier B.V., Amsterdam,  NETHERLANDS, 504: 117509, (2025).

Tags: acute-exposure, bromochloromethane, kidney, liver, rat, subacute-exposure
Organization: U.S. Environmental Protection Agency
Collocated PurpleAir Sensors and T640 Reference Data located at Durango Complex in Phoenix, AZ May 2019: Case Study Demonstrating EPA's Performance Targets and sensorstoolkit Python Code Library

Three PurpleAir sensors were collocated with a T640x reference monitor at the Durango Complex Air Quality Monitoring Station in Phoenix, Arizona in May 2019.  Both instruments measured PM2.5 and PM10 and this collocation exercise was done to better understand how the sensor data compared to the reference data and what data cleaning and correcting would need to be applied to the sensor data to make these two dataset more comparable.  These data files contain the raw data from this experiment at 1 minute and 20 second time resolution for the sensor data and 1 hour time resolution for the reference monitor data.  Data provided courtesy of USEPA and our project partners Maricopa County Air Quality Department. 

This dataset is associated with the following publication:
Kumar, M., S. Frederick, K. Barkjohn, and A. Clements. Sensortoolkit—A Python Library for Standardizing the Ingestion, Analysis, and Reporting of Air Sensor Data for Performance Evaluation.   Sensors. MDPI, Basel,  SWITZERLAND, 25(18): 5645, (2025).

Tags: air-quality, air-sensor, particulate-matter, sensor-collocation, sensor-performance
Organization: U.S. Environmental Protection Agency
Toxicology Information Online (TOXLINE) (RETIRED)

TOXLINE was the National Library of Medicine (NLM) bibliographic database for toxicology, a varied science encompassing many disciplines. TOXLINE records provide bibliographic information covering the biochemical, pharmacological, physiological, and toxicological effects of drugs and other chemicals. TOXLINE references were drawn from various sources organized into component subfiles.

This version of TOXLINE is no longer updated. Updated TOXLINE content is available in PubMed or by searching PubMed using the search string: tox [sb] .

Tags: data-distribution
Organization: U.S. Department of Health & Human Services
Compound 526509: 2-Isothiocyanato-3-(methylthio)propionic acid ethyl ester

Chemical compound data from PubChem database. IUPAC Name: ethyl 2-isothiocyanato-3-methylsulfanylpropanoate. Molecular Formula: C7H11NO2S2. Molecular Weight: 205.3. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Compound 530571: o-Toluylic acid, hexadecyl ester

Chemical compound data from PubChem database. IUPAC Name: hexadecyl 2-methylbenzoate. Molecular Formula: C24H40O2. Molecular Weight: 360.6. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Patent AT-E40032-T1: [Translated] BUCKLE WITH RETENTION DEVICES FOR DECORATIVE ELEMENTS.

A buckle (10) comprising a decorative outer frame (11) having a circumferential top wall (12) and opposed depending side walls extending rearwardly of the top wall (12). A channel (15) is defined between the depending side walls under the top wall (12). A casted back member is provided with a projection portion which is configured to be received in the channel (15). The outer frame is retained on the casted back member by bending the outer one of the side walls under the projection portion which is received at least in part in the channel (15). The casted back may have a variety of designs and attachments all formed in a single casting.

Tags: chemistry, innovation, patent, pubchem, research
Organization: U.S. Department of Health & Human Services
Compound 528901: Hexobarbital M (OH,-H2O)

Chemical compound data from PubChem database. IUPAC Name: 5-cyclohexa-1,3-dien-1-yl-5-methyl-1,3-diazinane-2,4,6-trione. Molecular Formula: C11H12N2O3. Molecular Weight: 220.22. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Compound 528564: alpha-Resorcylic acid, TBDMS

Chemical compound data from PubChem database. IUPAC Name: [tert-butyl(dimethyl)silyl] 3,5-bis[[tert-butyl(dimethyl)silyl]oxy]benzoate. Molecular Formula: C25H48O4Si3. Molecular Weight: 496.9. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Compound 529299: Hexanoic acid, 5-(acetyloxy)-, ethyl ester

Chemical compound data from PubChem database. IUPAC Name: ethyl 5-acetyloxyhexanoate. Molecular Formula: C10H18O4. Molecular Weight: 202.25. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Compound 529343: Pyridine, 2,4-bis-(1-methylethyl)

Chemical compound data from PubChem database. IUPAC Name: 2,4-di(propan-2-yl)pyridine. Molecular Formula: C11H17N. Molecular Weight: 163.26. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Compound 527988: Pentanoic acid, 2-chloro-1-(chloromethyl)ethyl ester

Chemical compound data from PubChem database. IUPAC Name: 1,3-dichloropropan-2-yl pentanoate. Molecular Formula: C8H14Cl2O2. Molecular Weight: 213.1. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Compound 528950: Phenol, 2-(1-ethylpropyl)-4-nitro

Chemical compound data from PubChem database. IUPAC Name: 4-nitro-2-pentan-3-ylphenol. Molecular Formula: C11H15NO3. Molecular Weight: 209.24. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Compound 529756: 4-[Dimethyl(pentadecyloxy)silyl]butanenitrile

Chemical compound data from PubChem database. IUPAC Name: 4-ethyl-6-methyl-1,2,3,5-tetrathiane. Molecular Formula: C5H10S4. Molecular Weight: 198.4. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Compound 525359: 2,3,5,6-Tetramethyl-4-thiaheptane

Chemical compound data from PubChem database. IUPAC Name: 2-methyl-3-(3-methylbutan-2-ylsulfanyl)butane. Molecular Formula: C10H22S. Molecular Weight: 174.35. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Patent AT-E400317-T1: [Translated] TELEMETRY SYSTEM AND METHOD WITH VARIABLE PARAMETERS

A programmable telemetry circuit that may be programmed for high bandwidth, low Q; low bandwidth, high Q; or for other parameters. The programmable telemetry circuit may include a first coil; a high impedance path having a first node connected to a first node of the first coil; a low impedance path having a first node connected to the first node of the first coil; a capacitive path having a first node connected to a second node of the first coil; and an input path for coupling signals into the high impedance path, the low impedance path, and the capacitive path. The low impedance path may be connected in parallel with the high impedance path. The capacitive path may form a circuitous path with the high impedance path and the low impedance path. The programmable circuit may be programmed to select the high impedance path or the low impedance path.

Tags: chemistry, innovation, patent, pubchem, research
Organization: U.S. Department of Health & Human Services
Compound 530142: B-Aminoisobutyric acid, # 2

Chemical compound data from PubChem database. IUPAC Name: trimethylsilyl 2-[bis(trimethylsilyl)amino]-2-methylpropanoate. Molecular Formula: C13H33NO2Si3. Molecular Weight: 319.66. This dataset contains comprehensive chemical information including structural data, physical properties, and biological activities. Useful for drug discovery, chemical research, and educational purposes.

Tags: chemistry, compound, pubchem, research, science
Organization: U.S. Department of Health & Human Services
Patent AT-E401578-T1: [Translated] METHOD FOR MEASURING SEMICONDUCTOR WAFERS USING AN OXIDE REINFORCED PROBE

A method of measuring at least one electrical property of a semiconductor wafer includes providing an elastically deformable and electrically conductive contact having an insulative oxide layer formed on an exterior surface thereof by a controlled oxidation process, such as, without limitation, thermal oxidation, anodic oxidation or deposition oxidation. A first electrical contact is formed between the oxide layer on the surface of the contact and a dielectric layer overlaying a top surface of the semiconductor wafer and a second electrical contact is formed with the semiconductor wafer. A CV type stimulus is applied between the first electrical contact and the second electrical contact. A response of the semiconductor wafer to the CV type stimulus is measured and at least one electrical property of the dielectric layer, the semiconductor wafer or both is determined from the response.

Tags: chemistry, innovation, patent, pubchem, research
Organization: U.S. Department of Health & Human Services