AndreaBozzo/ceres-open-data-index huggingface dataset:
Mosaic of gridded multibeam bathymetry and bathymetry derived from multispectral IKONOS satellite imagery of Johnston Atoll, Pacific Remote Island Area, USA

Gridded multibeam bathymetry is integrated with bathymetry derived from multispectral IKONOS satellite data. Gridded (5 m cell size) multibeam bathymetry collected aboard NOAA Ship Hiialaka'i and R/V AHI. Bathymetry values shallower than 25 m were derived by gauging the relative attenuation of blue and green spectral radiance as a function of depth. A multiple linear regression analysis of linearized blue and green band spectral values against depth determined the variables of y-intercept, blue slope and green slope values. Variables then used in multivariate slope intercept formula to derive depth. Variables were adjusted to improve the statistical accuracy and spatial coverage of the final derived bathymetry product. Digital image processing to derive depths conducted with the ENVI 4.5 software program while data editing and integration was performed using ArcGIS 9.3. This dataset is for the shelf environment of Johnston Atoll, Pacific Remote Island Area, USA

Tags: 1084, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - american samoa and pria, biosphere, central pacific ocean, corals, coris_metadata, country/territory, earth science, geographic information, ikonos, johnston atoll, johnston atoll (16n169w0001), multibeam sonar, ocean basin, oceans, pacific ocean, pacific remote island area, pria, reef monitoring and assessment, remote sensing, satellite (digital scans), slope, united states of america, usa minor outlying islands, water depth, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ICON - Port Everglades 2012 Meteorological Observations (NODC Accession 0117727)

The Atlantic Oceanographic and Meteorological Laboratory (AOML) of OAR is conducting research on the influence of meteorological and oceanographic factors upon coral bleaching, and other biogeochemical processes occurring on coral reefs. Instrument arrays to measure the various environmental influences are being deployed at key coral reef areas to gain long-term temporally intensive data coverage, to provide near real-time information products, and to surface-truth NOAA satellite sea surface temperature (SST) products used for coral bleaching predictions ("HotSpot" products). OAR has developed expert system software plus the instrument array (together called an Integrated Coral Observing Network, or ICON, station) to screen data in near real-time to test for appropriate data ranges for each of the instruments, and to issue "alerts" as to conditions thought to be conducive to coral bleaching, and other modeled events. At each ICON station, local collaborators also provide feedback on the presence and progress of coral bleaching and thus validate coral bleaching predictions made by satellite HotSpots and ICON information products.

Tags: 535, air temperature, atlantic ocean, atmosphere, atmospheric pressure, atmospheric temperature, atmospheric water vapor, atmospheric winds, biosphere, broward county, c-man, coral, coral health and monitoring program (champ)/integrated coral observing network (icon), coral reef, corals, coris_metadata, country/territory, crews, crews (coral reef early warning system), dew point temperature, earth science, florida, florida reef tract, humidity, icon, in situ meteorological, john u. lloyd (26n080w0001), john u. lloyd beach state park, meteorology, north atlantic ocean, numeric data sets, ocean basin, port everglades channel, precipitation, precipitation amount, rain, reef, reef monitoring and assessment, remote sensing, sea level pressure, surface winds, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Preliminary hard and soft bottom seafloor substrate map derived from an unsupervised classification of gridded backscatter and bathymetry derivatives at the U.S. Territory of Guam.

Preliminary hard and soft seafloor substrate map derived from an unsupervised classification of multibeam backscatter and bathymety derivatives at the U.S. Territory of Guam. The dataset was derived using Reson 8101 backscatter data, bathymetric variance and bathymetric rugosity. The sonar frequency is 240 kHz for the Reson 8101 backscatter data, which were resampled to a 5 m grid cell size prior to the classification. Limited seafloor photographs for groundtruthing are available for Guam and therefore no supervised classification was performed and we are unable to visually or empirically evaluate the accuracy of the unsupervised classification seafloor substrate map. However, in locations such French Frigate Shoals, NWHI and Tutuila, American Samoa, where ground truth data are available, the unsupervised classification method is a robust predictor of substrate type in similar depth ranges and seafloor environments.

Tags: 1398, acoustic imagery, backscatter, bathymetry, benthic habitat mapping and characterization - commonwealth of the northern mariana islands and guam, biosphere, corals, coris_metadata, country/territory, earth science, geographic information, geomorphology mapping, guam, guam (13n144e0000), guam island, habitats, hard bottom, mapping, multibeam backscatter, multibeam sonar, ocean basin, pacific ocean, reef monitoring and assessment, soft bottom, substrate, u.s. territory, united states of america, unsupervised classification, utm zone 55, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Simrad em3002d multibeam backscatter data of Johnston Atoll, Pacific Remote Island Areas, Central Pacific in netCDF format

Multibeam backscatter imagery extracted from gridded bathymetry of the shelf and slope environments of Johnston Island, Pacific Island Areas, Central Pacific. These data provide coverage between 20 and 5000 meters. The backscatter dataset includes data collected using Simrad EM3002d and Reson 8101 multibeam sonars. The sonars frequencies are 300 kHz and 240 kHz respectively and the backscatter data from each sonar are processed and gridded separately. These metadata are for the 1 m grid cell size Simrad em3002d multibeam backscatter data only.

Tags: 1084-06, 2034, acoustic imagery, backscatter, bathymetry/seafloor topography, benthic habitat mapping and characterization - american samoa and pria, central pacific, central pacific ocean, coris_metadata, country/territory, earth science, geographic information, johnston atoll, johnston atoll (16n169w0001), multibeam backscatter, ocean basin, oceans, pacific ocean, pacific remote island areas, pria, seafloor topography, united states of america, usa minor outlying islands
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-PR59, Punta Cuchara , Puerto Rico 2000 (Environmental Sensitivity Index Map)

Environmental Sensitivity Index (ESI) maps are an integral component in oil-spill contingency planning and assessment. They serve as a source of information in the event of an oil spill incident. ESI maps contain three types of information: shoreline habitats (classified according to their sensitivity to oiling), sensitive biological resources, and human-use resources. Most often, this information is plotted on 7.5 minute USGS quadrangles, although in the Alaska ESI maps, USGS topographic maps at scales of 1:63,360 and 1:250,000 are used, and in other ESI maps, NOAA charts have been used as the base map. Collections of these maps, grouped by state or a logical geographic area, are published as ESI atlases. Digital data have been published for most of the U.S. shoreline, including Alaska, Hawaii, and Puerto Rico.

Tags: aquatic habitat, atlantic ocean, bathymetry, bathymetry/seafloor topography, benthic habitat, biosphere, caribbean sea /north atlantic ocean, cetaceans, coastal habitat, coastal processes, coastal resources, coastal zone management, coral reef conservation, coral reefs, coris_metadata, country/territory, earth science, environmental sensitivity index, esi, esi atlas, esi maps, fish, hydrography, map images, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, natural hazards assessment, ocean basin, oceans, oil and chemical spills, oil spill planning, pinnipeds, pr, puerto rico, puerto rico (18n066w0000), reef habitat, sensitivity maps, turtles, united states of america, wildlife
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED 10m Gridded multibeam bathymetry of Asuncion Island, Commonwealth of the Northern Mariana Islands (CNMI).

Gridded bathymetry shelf, bank and slope environments of Asuncion Island, CNMI. Bottom coverage was achieved in depths between 3 and 3275 meters, but this 10 m grid contains data to only 800 m. The netCDF and Arc ASCII grids include multibeam bathymetry from the Simrad EM300 and Reson 8101 multibeam sonars collected as of June 2007 by the NOAA Coral Reef Ecosystem Division. The sonar frequencies are 30 and 240 kHz respectively.

Tags: 1398, asuncion island, asuncion island (19n145e0001), bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - cnmi and guam, cnmi, commonwealth of the northern mariana islands, coris_metadata, country/territory, earth science, geographic information, multibeam sonar, northern mariana islands, ocean basin, oceans, pacific ocean, united states of america, western pacific ocean
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Shallow CTD Profiles; Swains Island, American Samoa; Cruise: TC0201_LEGII, Data Date Range: 20020220-20020220 (NODC Accession 0039382).

CRED shallow Conductivity-Temperature-Depth (CTD) casts are vertical profiles (max 30 meter depth, downcast only) of temperature, conductivity and pressure. Data are collected at select nearshore locations, both around islands or banks and within lagoons. Data processing was performed using Seabird Instrument's SeaSoft SBE Data Processing Software (http://www.seabird.com/software/SBEDataProcforWindows.htm). Data format is discreet, tabular (formatted, space delimited ASCII) files for each profile, with a full header as provided by SeaSoft. Raw file extension is HEX, processed file extension is CNV. The header contains latitude, longitude and other location information, as well as all data processing steps and settings. All dates and times are UTC. All positions are WGS84 decimal degrees. Contact Coral Reef Ecosystem Division (CRED), NOAA Pacific Island Fisheries Science Center for more information. https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1220, american samoa, amsam, biosphere, bleaching, chlorophyll, chlorophylls, coastal processes, conductivity, conductivity temperature depth (ctd) profile, coral diseases, coral reef ecosystem division (cred), coral reefs, corals, coris_metadata, country/territory, density, dissolved gases, dissolved oxygen sensor, downwelling, earth science, fluorescence, fluorometer, in situ biological, in situ chemical, in situ physical, microbiota, noaa pacific islands fisheries science center, numeric data sets, ocean basin, ocean chemistry, ocean circulation, ocean mixed layer, ocean optics, ocean pressure, ocean temperature, oceanographic, oceanographic monitoring and analyses, oceanography, oceans, oxygen, pacific ocean, phytoplankton, pigments, profile, reef assessment and monitoring program (ramp), reef monitoring and assessment, salinity, salinity/density, sea level pressure, swains atoll (11s171w0001), swains island, tc0201_legii, thermocline, united states of america, upwelling, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Utah FORGE: Triaxial Direct Shear Results - February 2025

This dataset contains results from nine triaxial direct shear tests conducted by Los Alamos National Laboratory on samples from FORGE Well 16A(78)-32. The primary objectives of this work were to determine the shear strength in both intact and residual states, evaluate dilation against displacement, assess permeability in relation to displacement, time, and normal stress, understand the relationship between aperture and normal stress, and monitor the effluent chemistry as a function of time. The data includes time-series measurements of stress, displacement, permeability, and effluent chemistry, with and without experimental dilution corrections. Additional materials include profilometry data, photographic documentation of the experimental setups and apparatus, and test notes.

The dataset is organized into folders corresponding to each test, containing hydromechanical data, effluent chemistry measurements, and images. The hydromechanical data consists of detailed time-series records capturing parameters such as shear force, confining pressure, permeability, and temperature. Effluent chemistry data tracks fluid composition changes over time. Also included are conference papers, presentation slides, and a summary document outlining the experiments.

Tags: core-fracture-testing, core-testing, dilation, effluent-chemistry, egs, energy, fracture-compressibility, geochemistry, geomechanics, geothermal, high-temperature, hydromechanical-data, injection, laboratory-testing, lanl, lawrence-livermore, los-alamos, permeability, profilometry, rock-deformation, rock-mechanics, shear-strength, slickensides, stress-strain-behavior, surface-roughness, triaxial, triaxial-core-testing, triaxial-direct-shear, triaxial-shear-testing, triaxial-testing, utah-forge, well-16a78-32
Organization: Department of Energy
Utah FORGE: LBNL Reports on VEMP Electromagnetic Data Collection and Processing - 2024

This archive contains reports related to Vertical Electromagnetic Profiling (VEMP) tool data collection and processing at Utah FORGE in 2024. The first report describes LBNL's effort to collect electromagnetic geophysical data with the tool in well 78-32B and a downhole electrode in well 16A. The second report describes the final data acquisition and processing of the VEMP electromagnetic data collected at the Utah FORGE site in May of 2024. Also included are a noise analysis as well as a comparison of the data to numerical models. This was originally presented as a paper at the 2025 Stanford Geothermal Workshop.

Tags: 78-32b, data-collection, data-processing, downhole-electrode, egs, electromagnetic, electromagnetics, energy, field-report, geophysics, geothermal, lawrence-berkley, lawrence-berkley-national-lab, lbnl, modeling, noise-analysis, numerical-model, technical-report, utah-forge, vemp, vemp-report, vertical-profiling
Organization: Department of Energy
Open Water Rate Specification

This repository documents the Open Water Rate Specification (OWRS), a machine-readable format for specifying and sharing water rate information. OWRS is designed for analysts, economists, and software developers interested in analyzing water rates. OWRS attempts to fully encode a water utility's rate structure and pricing schedules in a form that is easy to store, share, modify and apply programmatically.

Tags: code, data, owrs, pricing, rate, repository, standards, tool, utility-rate, water
Organization: Department of Energy
Adsorption Heat Pump Coatings Investigation

In this study, a theoretical investigation was made to predict the performances of zeolite Y and SAPO-34 coatings for an adsorption cooling system operated by waste heat, under various conditions. A mathematical model developed and tested previously for coatings of A and X type zeolites on various substrates was used for this purpose. This dataset includes the data related to the modeling results of the heat pump system, comprising temperature and concentration distributions and heat pump cycle time. 

SAPO-34 generally provided relatively high maximum cooling power, owing to its high water sorption capacity coupled with the relatively low regeneration temperature. However, mass transfer resistances became quite significant at relatively high coating thicknesses, originating from the rather slow water diffusion in this zeolite. Utilizing a relatively low desorption temperature of 100 degrees C, instead of 150 degrees C, favored the relative performance of SAPO-34 coatings. The strong temperature dependence of water diffusion in zeolite Y reduced the performance of this material. The enhancement of the adsorption temperature from 25 degrees C to 60 degrees C resulted in improved performances for NaY coatings. When enhanced diffusivity values were used in the calculations, to represent coatings with more open texture, the cooling power increased notably for both zeolites.

Tags: adsorption, coatings, cooling-system, data, energy, heat-pump, model, raw-data, sapo-34, waste-heat, zeolite-y, zeolites
Organization: Department of Energy
Homeless Shelter Locations

<div style='text-align:Left;'><div><div><p><span>The dataset contains locations and attributes of Homeless Shelters, created as part of the DC Geographic Information System (DC GIS) for the D.C. Office of the Chief Technology Officer (OCTO) and participating D.C. government agencies. A database provided by the Department of Human Services identified Homeless Shelter locations.</span></p></div></div></div>

Tags: dhs, dhshack, district-of-columbia, health, homeless, homeless-shelter, public-service, shelter, washington-dc
Organization: District of Columbia
Food Waste Drop Off

<div style="text-align:Left;"><div><div><p><span>The locations of farmers' markets and unstaffed Smart Bin participating in the Department of Public Works' (DPW) Food Waste Drop-Off program. District residents may drop off food waste at these locations during the designated hours, which will then be converted to compost. DPW seeks to host one drop-off location for each ward, although this is subject to change from year to year and based on the seasonality of farmers' markets. Unstaffed Smart Bins must use the MetroKey App or use access code to access the unit.</span></p><p><span>Layer was compiled by the Office of Planning based on DPW's public listing of drop-off sites. Due to the frequent changing of these locations for farmers' market seasonal openings and closings, check DPW's website at </span><a target="_blank" rel="noopener noreferrer" href="https://zerowaste.dc.gov:443/foodwastedropoff"><span><u>https://zerowaste.dc.gov/foodwastedropoff </u></span></a><span>for the most up-to-date locations.</span></p></div></div></div>

Tags: composting, district-of-columbia, doee, dpw, farmers-market, food-waste, grocery, health, op, washington-dc
Organization: District of Columbia
District Gun Violence Dashboards

The Office of Gun Violence Prevention (OGVP) shares real-time gun violence data to increase government transparency, improve the public's awareness, and support community-based gun violence prevention and reduction partners. All District crime data is available through <a href='https://crimecards.dc.gov' target='_blank' rel='nofollow ugc noopener noreferrer'>Crime Cards</a>. The dashboards below focus on gun violence only. The data in these dashboards is updated daily at 7:40AM with the incidents from the day before. View data covering 7-Day Look-back of Gun Violence and Year-to-date Gun Violence.<div><br /></div><div>All statistics presented here are based on preliminary DC criminal code offense definitions. The data do not represent official statistics submitted to the FBI under the Uniform Crime Reporting program (UCR) or National Incident Based Reporting System (NIBRS). All preliminary offenses are coded based on DC criminal code and not the FBI offense classifications. Please understand that any comparisons between MPD preliminary data as published on this website and the official crime statistics published by the FBI under the Uniform Crime Reporting Program (UCR) are inaccurate and misleading. The MPD does not guarantee (either expressed or implied) the accuracy, completeness, timeliness, or correct sequencing of the information. The MPD will not be responsible for any error or omission, or for the use of, or the results obtained from the use of this information. Read complete data notes at <a href='https://www.buildingblocks.dc.gov/data' target='_blank' rel='nofollow ugc noopener noreferrer'>buildingblocks.dc.gov/data</a>.</div>

Tags: crime, dc, district-of-columbia, dmpsj, gun-violence, gvp, safety, washington-dc
Organization: District of Columbia
DC Compass AI Values Alignment Report

<div>Through DC Compass, residents can ask questions verbally or in writing, in the language with
which they are most comfortable, and get faster and better cited answers than a whole team of
data scientists could have provided in the past. DC Compass automatically creates maps and
dashboards responsive to residents’ questions, and provides statistics and natural language
summaries in the same language chosen by the resident. It can suggest related datasets the
resident might be interested in, and can even identify specific DC government initiatives related
to the resident’s query. </div><div><br /></div>When deploying such powerful AI tools, it is important that agencies carefully consider each of
DC’s AI Values. This Report proceeds step-by-step through these AI Values, explaining the care
with which OCTO reviewed each, the efforts that went into anticipating potential risks of
unintended harms which might arise from deployment of the tool, and all of the work involved in
structuring the planned deployment to mitigate those risks.<div><br /></div><div>Read the full report to learn how DC Compass aligns with DC government's AI values.</div>

Tags: ai, chatgpt, compass, dc, district-of-columbia, generative-ai, washington-dc
Organization: District of Columbia
NRC 313A(AUS)

Authorized User Training, Experience, and Preceptor Attestation (for uses defined under 35.400 and 35.600) [10 CFR 35.57, 35.490, 35.491, and 35.690]. Fillable form in Adobe Portable Document Format (PDF) with information submitted by NRC stakeholder - licensee, applicant, or NRC employee/contractor.

Tags: accession-number, adams-accession-number, adams-ml-number, fillable-form, ml12164a736
Organization: Nuclear Regulatory Commission
NRC 313A(AUT)

Authorized User Training, Experience, and Preceptor Attestation (for uses defined under 35.300) [10 CFR 35.57, 35.390, 35.392, 35.394, and 35.396]. Fillable form in Adobe Portable Document Format (PDF) with information submitted by NRC stakeholder - licensee, applicant, or NRC employee/contractor.

Tags: accession-number, adams-accession-number, adams-ml-number, fillable-form, ml12164a741
Organization: Nuclear Regulatory Commission
NRC 313A(RSO)

Radiation Safety Officer or Associate Radiation Safety Officer Training, Experience, and Preceptor Attestation [10 CFR 35.57, 35.50]. Fillable form in Adobe Portable Document Format (PDF) with information submitted by NRC stakeholder - licensee, applicant, or NRC employee/contractor.

Tags: accession-number, adams-accession-number, adams-ml-number, fillable-form, ml12164a742
Organization: Nuclear Regulatory Commission
NRC 313A(AUD)

Authorized User Training, Experience, and Preceptor Attestation (for uses defined under 35.100, 35.200, and 35.500) [10 CFR 35.57, 35.190, 35.290, and 35.590]. Fillable form in Adobe Portable Document Format (PDF) with information submitted by NRC stakeholder - licensee, applicant, or NRC employee/contractor.

Tags: accession-number, adams-accession-number, adams-ml-number, fillable-form, ml12164a733
Organization: Nuclear Regulatory Commission