AndreaBozzo/ceres-open-data-index huggingface dataset:
NFIP Community Layer Comprehensive

This dataset is also known as the 3d layer and contains a fairly comprehensive set of unaltered source geometry polygons that overlap.  It is derived from Census, State of Maine, and National Flood Hazard Layer political boundaries.rnrnThe Community Layer datasets contain geospatial community boundaries associated with Census and NFIP data. The dataset does not contain personal identifiable information (PII). The Community Layer can be used to tie Community ID numbers (CID) to jurisdiction, tribal, and special land use area boundaries.rnrnA geodatabase (GDB) link is Included in the Full Data section below. The compressed file contains a collection of files that can store, query, and manage both spatial and nonspatial data using software that can read such a file. It bcontains all of the community layers/b, not just the layer for which this dataset page describes. rnrnCitation: FEMA's citation requirements for datasets (API usage or file downloads) can be found on the OpenFEMA Terms and Conditions page, Citing Data section: https://www.fema.gov/about/openfema/terms-conditions.rnrnFor answers to Frequently Asked Questions (FAQs) about the OpenFEMA program, API, and publicly available datasets, please visit: https://www.fema.gov/about/openfema/faq.rnIf you have media inquiries about this dataset, please email the FEMA News Desk at FEMA-News-Desk@fema.dhs.gov or call (202) 646-3272. For inquiries about FEMA's data and Open Government program, please email the OpenFEMA team at OpenFEMA@fema.dhs.gov.

Tags: threats-and-hazards
Organization: Department of Homeland Security
License Plate Number (LPN)

License Plate Numbers (LPNs) represent inventory within FEMA DCs that utilize Warehouse Management (WM). Typically, a License Plate Number (LPN) represents a single container of inventory – typically a pallet of items, but could also refer to a single asset, such as a generator, that is stored and moved by unit.  LPNs can be incoming to a facility (iLPN) (or stored at a facility), or outgoing from a facility (oLPN).

Tags: assets
Organization: Department of Homeland Security
Region Referance List

This reference table provides an standardized geographic information on the US states, territories, district and counties.  This includes critical fields such as jurisdiction name, state and county FIPS codes, postal abbreviations, and FEMA Regions. The table supports data normalization geographic filtering and consistent mapping across datasets. It is designed to serve as an reference sources for identifying and categorizing geographic entities a within the US and its territories.

Tags: authorities
Organization: Department of Homeland Security
Commonly Used Data Elements

The Commonly Used Data Element Standard aims to update and consolidate FEMA's existing data element standards, ensuring a consistent and high-quality approach to managing commonly used data elements. Incorrect data ingestion can lead to decision-making errors and challenge analysts with limited resources to correct these errors. Ensuring data quality begins with identifying and structuring key data elements that are vital to business operations. By standardizing the management of these elements, we can eliminate inconsistencies, reduce errors, and foster a culture of data excellence. This document provides comprehensive guidelines for adopting these data elements across systems and analytical reports to enhance data accuracy and support our strategic objectives. While compliance to these standards is not mandatory, it is highly recommended to achieve the full benefits of standardized, high-quality data practices within FEMA. By offering these standards as flexible recommendations rather than strict requirements, we allow programs and systems the flexibility to adapt while guiding FEMA towards exemplary data practices. Implementing these standards is crucial for improving our data management strategy, resulting in higher data quality and better alignment with our strategic goals.

Tags: authorities
Organization: Department of Homeland Security
TEAMER: Laboratory Upgrade Point Absorber v2 CAD Model and Bill of Materials

The Laboratory Upgrade Point Absorber (LUPA) is an open-source wave energy converter designed and tested by Oregon State University. The computer-aided design (CAD) files are provided here in two forms: the original SOLIDWORKS (2024) model as "LUPA SOLIDWORKS.zip" and as a STEP file "LUPA-A1000.step". The bill of materials is provided as an Excel file with assemblies (LUPA-Axxx), part numbers (LUPA-Axxx-Pyyy), part descriptions, manufacturers, and manufacturer part numbers. An engineering drawing is provided as a PDF of the basic float and spar geometries and mass properties.

This comprehensive CAD model represents LUPA as it was deployed in Fall 2023 testing (project name: TEAMERLUPA2) at the O.H. Hinsdale Wave Research Laboratory. The mass properties, including mass, center of gravity, and moments of inertia, have been overridden for some parts and assemblies to match the physical device properties as determined from experiments. This appears as "overridden by user" when viewing mass properties in SOLIDWORKS. The LUPA-A1000.SLDASM file from the LUPA SOLIDWORKS.zip folder is the topmost assembly; open this file to see the entire model as one assembly.

This model is the second published CAD model of LUPA. The first is linked below as Version 1. This second model has the following engineering changes: moved spar flotation up, added more mass to the heave plate, added the MiniDAQ to the float, and reduced the weight of the PTO pulleys. The net effect of these changes makes LUPA more hydrodynamically stable than the first version.

See "PMEC Page" and the "Signature Project Page" resources below for more information on LUPA. This testing was funded by TEAMER RTFS 7. Data from this testing can be found on MHKDR at the links below.

Tags: bill-of-materials, cad, energy, hydrodynamic-stability, hydrokinetic, lupa, marine, mass-properties, mhk, models, o-h-hinsdale-wave-research-laboratory, ocean-engineering, open-source-design, point-absorber, power, prototype-geometry, rfts-7, solidworks, step-file, teamer, wec
Organization: Department of Energy
TEAMER: Tidal Energy Resource Modeling Assessment and Environmental Biological Analysis in Turnagain Arm, Cook Inlet, AK

The deployment and operation of a floating and/or submerged tidal technology in the United States coastal water require characterizing tidal stream resource potential and assessing environmental conditions and satisfying all environmental permitting requirements. The waters of Cook Inlet, Alaska have some of the strongest and most consistent tidal currents in the U.S. This project seeks to examine the potential for tidal energy development in Turnagain Arm, an inlet between Anchorage and the Kenai Peninsula, in the upper Cook Inlet. 

The technical assistance provided under this award is intended to examine the tidal currents and assess those that are most suitable for tidal energy development through validated numerical models, and to assess the optimal tidal turbine deployment areas within Turnagain Arm from an environmental, logistic, and regulatory perspective. Areas that are best suited for bottom based and floating tidal technologies will be considered. 

As part of the deliverables for this Teamer project, the data uploaded includes:
- GIS shape files of mean tidal current speed, power density, bathymetry, and additional environmental parameters such as ship routes, critical habitats etc. 
- Two days of Finite Volume Community Ocean Model (FVCOM) output files for the baseline condition and three turbine farm scenarios

Tags: ak, alaska, bathymetry, cook-inlet, enviornemntal-biological-analysis, environmental-conditions, fvcom, gis, mhk, modeling-assessment, numerical-modeling, power-density, resource-characterization, teamer, tidal-current, tidal-energy, tidal-stream-resource-potential, turbine-farm, turnagain-arm
Organization: Department of Energy
The Value of Spatial Information for Determining Well Placement

The article and accompanying spreadsheet represent the information posteriors derived from synthetic data of magnetotellurics (MT). These were used to calculate value of information of MT for geothermal exploration.  Information posteriors describe how well MT was able to locate the "throat" of clay caps, which are indicative of hidden geothermal resources.  This data is fully explained in the peer-reviewed publication:
The value of spatial information for determining well placement: a geothermal example, written by Trainor-Guitton, W., Hoversten, G. M., Ramirez, A., Roberts, J., Juliusson, E., Key, K., and Mellors, R. and published on August 25th, 2014.


Tags: article, blind-geothermal-prospect, clay-caps, geothermal, information-posterior, magnetotellurics, paper, peer-reviewed, publication, sample-data, spatial-information, supporting-data, synthetic-data, value-of-information, well-placement
Organization: Department of Energy
Nevada Great Basin Play Fairway Analysis Regional Data

This project focused on defining geothermal play fairways and development of a detailed geothermal potential map of a large transect across the Great Basin region (96,000 km2), with the primary objective of facilitating discovery of commercial-grade, blind geothermal fields (i.e. systems with no surface hot springs or fumaroles) and thereby accelerating geothermal development in this promising region. Data included in this submission consists of: structural settings (target areas, recency of faulting, slip and dilation potential, slip rates, quality), regional-scale strain rates, earthquake density and magnitude, gravity data, temperature at 3 km depth, permeability models, favorability models, degree of exploration and exploration opportunities, data from springs and wells, transmission lines and wilderness areas, and published maps and theses for the Nevada Play Fairway area. 

Tags: 130c, 2-40g-cc, 20km, 3km, anomalous-values, arc, arcgis, benchmarks, blm, buffer, combined-permeability, data, degree-of-exploration, depth, dilation-potential, dilation-tendency, direct-evidence, earthquake, earthquakes, error, exploration, exploration-opportunities, fairway, fault, fault-name, faults, favorability, forest-service, geodetic-strain, geospatial-data, geothermal, geothermal-systems, geothermometer, gradient, gravity, gravity-stations, great-basin, heat, hgm, horizontal, horizontal-gravity-gradient, input, iso-240, iso-267, location, magnitude, map, map-package, model, mpk, mt-stations, mxd, ndot, nevada, nv-great-basin, permeability, phase-2, power, power-plants, quaternary, quaternary-fault, quaternary-faults, recency, regional-permeability, roads, second-invariant, slip-rate, slip-rates, slip-tendency, springs, strain-rate, structures, study, summed-dilation, summed-slip, temperature, temperature-model, transmission, transmission-lines, usfs, wells, wilderness
Organization: Department of Energy
Fallon FORGE: Well Data, Geophysical Data, and Geologic Maps

The data is associated to the Fallon FORGE project and includes mudlogs for all wells used to characterize the subsurface, as wells as gravity, magnetotelluric, earthquake seismicity, and temperature data from the Navy GPO and Ormat. Also included are geologic maps from the USGS and Nevada Bureau of Mines and Geology for the Fallon, NV area.

Tags: 13-36, 14-1, 17-16, 34-33, 35a-11, 47a-11, 51a-20, 56a-14, 58a-9, 61-36, 62-15, 78-36, 82-36, 84-31, 86-15, 86-25, 86a-15, 88-24, acoustilog, basin-and-range, bell-and-house-2010, bell-et-al-2010, borehole, boundary, carson-sink, characterization, data, dem, drilling, dro, earthquakes, egs, exploration, fallon, flow-test, foh-3, forge, gamma, gamma-ray, geologic, geologic-map, geology, geophysics, geospatial-data, geothermal, gravity, heat, heat-flow, highways, hinz-et-al-2011, lease, magnetotelluric, map, maurer-and-welch-2001, mt, mud-log, mudlog, navy-gpo, ndot, neada, nevada, nv, pressure, radiogenic, radiogenic-heat-measurements, seismic, seismicity, semblance, site, stewart-and-carlson-1978, subsurface, survey, temperature, temperature-gradient, well, well-data, well-drilling, x-multipole-array
Organization: Department of Energy
Snake River Plain FORGE: Site Characterization Data

The site characterization data used to develop the conceptual geologic model for the Snake River Plain site in Idaho, as part of phase 1 of the Frontier Observatory for Research in Geothermal Energy (FORGE) initiative.  This collection includes data on seismic events, groundwater, geomechanical models, gravity surveys, magnetics, resistivity, magnetotellurics (MT), rock physics, stress, the geologic setting, and supporting documentation, including several papers.  Also included are 3D models (Petrel and Jewelsuite) of the proposed site.

Data for wells INEL-1, WO-2, and USGS-142 have been included as links to separate data collections.

These data have been assembled by the Snake River Geothermal Consortium (SRGC), a team of collaborators that includes members from national laboratories, universities, industry, and federal agencies, lead by the Idaho National Laboratory (INL).  Other contributors include the National Renewable Energy Laboratory (NREL), Lawrence Livermore National Laboratory (LLNL), the Center for Advanced Energy Studies (CEAS), the University of Idaho, Idaho State University, Boise State University, University of Wyoming, University of Oklahoma, Energy and Geoscience Institute-University of Utah, US Geothermal, Baker Hughes

Campbell Scientific Inc., Chena Power, US Geological Survey (USGS), Idaho Department of Water Resources, Idaho Geological Survey, and Mink GeoHydro.

Tags: 3d, 3d-model, addendum, analytical, annual-report, anomalies, aquifer, basin, blog, caldera, characterization, collection, conceptual-model, coordinates, data, deformation, distribution, eastern, eastern-snake-river-plain, egs, electrical, elevation, ersp, esrp, events, extension, extensional-structures, field, fold-hinges, forge, geochemical, geoelectric, geologic, geologic-model, geomechanical, geomechanical-model, geothermal, geothermal-systems, gravity, groundwater, grra, he, heat-flow, heise, helium, history, idaho, inel-1, inel-site, information, inl, intrusion, inversion, isostatic, isotope, isotopic-evidence, jewelsuite, location, long-period, magmatism, magnetic, magnetics, magnetotellurics, mantle-plume, map, model, modeling, monitoring, mt, neogene, nrm, oceanic-hotspot, paleoseismology, paleozoic, paper, petrel, phase-1, picabo, potential, profiling, ray-trace, receiver, refraction, refraction-survey, residual, resistivity, rhyolitic, rock-physics, section, seismic, seismic-modeling, setting, site, site-characterization, site-data, snake-river-plain, snapshot, sounding, srg, srgc, srp, stress, strian-rates, sublithospheric, subsidence, supplemental, target-depth, td, tectonic-faults, teleseismic, temp, temperature, thermal, thermal-water, undiscovered, usgs, usgs-142, volcanic, volcanics, volcanism, voncanic, website, well-data, well-heads, wellbore, wo-2, yellowstone
Organization: Department of Energy
University of Illinois Campus Deep Direct-Use Feasibility Study - Chemistry of Formation Waters

Studies of chemical composition of natural brines from rock formations in the Illinois Basin as part of the University of Illinois deep direct-use feasibility study.

Tags: aquifer, brines, chemistry, ddu, deep-direct-use, energy, fluid, geothermal, groundwater, illinois-basin, potable-water, recharge, university-of-illinois
Organization: Department of Energy
Epidote Rare Earth Element Analyses from Wells RN-12 and RN-19 - Reykjanes, Iceland

Results for laser ablation measurement of rare earth elements and electron microprobe analysis of major elements in hydrothermal epidote from the Reykjanes geothermal system in Iceland. Laser ablation measurements were completed using an Agilent 7700 quadrupole ICP-MS coupled with 193nm Photon Instruments Excimer laser.


Tags: aasg-content-model, brine, brine-study, content-model, epidote, geothermal, iceland, mineral-recovery, ngds-content-model, rare-earth-elements, ree, reykjanes, rn-12, rn-30, usgin-content-model
Organization: Department of Energy
NIST Web Thermo Tables (WTT) - Professional Edition - SRD 203

The Web Thermo Tables (WTT) are a collection of critically evaluated thermodynamic property data for pure compounds with a primary focus on organics. These data were generated through dynamic data analysis, as implemented in the NIST ThermoData Engine software package. Also included are some critically evaluated data from the historical TRC Thermodynamic Tables archive. The Professional Edition contains information on over 28,000 compounds. For a subset of the data focused on commonly-used pure compounds please see the Lite Edition (http://www.nist.gov/srd/nistwebsub2.cfm) .

Tags: critically-evaluated-data, dynamic-data-evaluation, nist-thermodata-engine, organic-compounds-thermodynamics, thermophysical-properties
Organization: National Institute of Standards and Technology
NIST ITS-90 Thermocouple Database - SRD 60

This database reproduces a subset of the tables and reference functions of NIST Monograph 175, 'Temperature Electromotive Force Reference Functions and Tables for the Letter-Designated Thermocouple Types Based on the ITS-90'. All temperatures used by this database are given on the International Temperature Scale of 1990 (ITS-90), and all emf values are given in units of the 1990 SI volt. Reference functions and tables are given for the eight letter-designated thermocouple types: noble-metal types B, R, and S; and base-metal types E, J, K, N, and T. The letter designations used in this database follow the recommendations of the Instrumentation, Systems, and Automation Society (ISA) and the American Society for Testing and Materials (ASTM).  Version 2.0.

Tags: emf, its-90, reference-function, temperature, thermocouple, thermometer
Organization: National Institute of Standards and Technology
NIST Computational Chemistry Comparison and Benchmark Database - SRD 101

The NIST Computational Chemistry Comparison and Benchmark Database is a collection of experimental and ab initio thermochemical properties for a selected set of gas-phase molecules. The goals are to provide a benchmark set of experimental data for the evaluation of ab initio computational methods and allow the comparison between different ab initio computational methods for the prediction of gas-phase thermochemical properties. The data files linked to this record are a subset of the experimental data present in the CCCBDB.

Tags: ab-initio, atomization-enthalpy, basis-functions, benchmark-data, benchmarks, bond-angle, bond-length, cccbdb, chemistry, computational-chemistry, dipole-moment, electron-affinity, hindered-rotor, homo-lumo-gap, ideal-gas, integrated-heat-capacity, isomerization-enthalpies, molecular-geometry, molecular-polarizability, molecular-vibrations, physics, point-group, quantum-chemistry, thermochemical-data, thermochemistry, vibration-frequencies, vibrational-frequencies, vibrational-frequency, vibrational-zero-point-energy, zero-point-energies
Organization: National Institute of Standards and Technology
NIST ThermoData Engine - Pure Compounds - SRD 103a

The ThermoData Engine fully implements all major principles of the concept of dynamic data evaluation formulated at NIST's Thermodynamics Research Center (TRC). Dynamic data evaluation relies on large electronic databases to store the currently known experimental data along with detailed descriptions of relevant metadata and uncertainties. Combining this data with expert software allows the ThermoData Engine to producing data compilations 'to order' which include all major thermophysical properties (such as density, vapor pressure, heat capacity, enthalpies of phase transitions, critical properties, melting and boiling points, etc). As the name of this resource implies, its scope is only pure compounds. For binary mixtures please see NIST ThermoData Engine - Pure Compounds and Binary Mixtures - SRD 103b (https://www.nist.gov/srd/nist-standard-reference-database-103b).

Tags: consistency-enforcement, data-retrieval, experimental-data, fitting, grouping, normalization, prediction, sorting, thermochemical, thermodynamics, thermodynamics-research-center, thermoml, thermophysical
Organization: National Institute of Standards and Technology
NIST-CODATA Internationally Recommended 2022 Values of the Fundamental Physical Constants - SRD 121

This site, developed in the Physics Laboratory at NIST, addresses three topics: fundamental physical constants, the International System of Units (SI), which is the modern metric system, and expressing the uncertainty of measurement results.

Tags: adopted-values, codata, constants, conversion-factors, data-analysis, electrical-units, energies, fundamental-constants, fundamental-physical, fundamental-physical-constants, fundamentals, josephson-effects, least-squares-adjustments, masses, nuclear, physical-constants, quantum-electrodynamics
Organization: National Institute of Standards and Technology
NIST Database of the Thermophysical Properties of Gases Used in the Semiconductor Industry

The 1999 Semiconductor Industry Association (SIA) International Technology Roadmap for Semiconductors (ITRS) identifies 'Equipment Modeling' as first in a list of 'Technology Requirements' and states that 'the drivers for equipment modeling are equipment design, process control, . . . ' The ITRS indicates that continuing research is needed to obtain experimental data for 'transport and thermal constants.' This Project will generate transport and thermodynamic property data for the gases used in semiconductor processing. The data will be useful for equipment modeling in chemical vapor deposition (CVD) processes and the data will also provide a rational basis for the calibration of mass flow controllers (MFCs) used to meter process gases.  NIST is measuring the thermophysical properties of the process gases, the 'surrogate' gases, and binary mixtures of process and carrier gases. The process gases are used in CVD and the surrogate gases are used to calibrate MFCs. The results will be disseminated in this data base providing the heat capacity, thermal conductivity, viscosity, and the virial coefficients for the virial equation of state providing the pressure-density-temperature relation for the process gases.

Tags: gases, semiconductors
Organization: National Institute of Standards and Technology
NIST Web Thermo Tables (WTT) - Lite Edition - SRD 202

The Web Thermo Tables (WTT) are a collection of critically evaluated thermodynamic property data for pure compounds with a primary focus on organics. These data were generated through dynamic data analysis, as implemented in the NIST ThermoData Engine software package. Also included are some critically evaluated data from the historical TRC Thermodynamic Tables archive. The Lite Edition is a subset of the data for commonly-used pure compounds. For the full data set please see the Professional Edition (http://www.nist.gov/srd/nistwebsub3.cfm)

Tags: critically-evaluated-data, recommended-data, thermodynamics, thermophysical-properties, thermophysics, trc
Organization: National Institute of Standards and Technology