AndreaBozzo/ceres-open-data-index huggingface dataset:
Supercritical Geothermal Wells: Drilling and Completion Materials Database

This dataset compiles information on geothermal wells drilled into supercritical and near-supercritical conditions, with a focus on drilling and completion materials, fluid chemistry, and laboratory validation studies. The data are drawn from well reports, scientific literature, and laboratory testing programs and are organized into separate files by topic. All files are provided in CSV or Excel format with clearly labeled fields, and every record includes the columns well_name, geothermal_field, and country_region to allow cross-referencing across files. Source references are included in APA format within the data. 
 
The overview file provides general well information including location, depth, drilling year, temperature, pressure, and coordinates. The well component files (e.g., drill_bit, drilling fluids, cement, etc.) document materials used in drilling and completion, with fields for component type, material, specifications, issues observed, and references. The fluid chemistry file contains aqueous and vapor-phase geochemical measurements from selected geothermal wells and fields, including concentrations of major, minor, and trace elements as well as gas compositions. The material validation and testing file compiles laboratory results on the performance of metals, cement, proppants, lost circulation materials, and wellbore hydraulics under simulated supercritical geothermal conditions, with associated conditions, limitations, results, and recommendations. 
 
A README file is included to support dataset interpretation. It provides detailed descriptions of each file's structure, field definitions, unit conventions, and usage notes. Users are advised to consult the README to understand how to link well-level metadata across files and interpret measurement fields accurately. Some records may be incomplete or contain ranges and uncertainties as reported in the original sources. An associated paper summarizing this work and the broader project it is part of, including identified data gaps and recommendations, is linked below.

Tags: casing, casing-connections, cement, completion-materials, drill-bits, drill-strings, drilling-fluids, drilling-materials, energy, fluid-chemistry, geothermal, geothermal-wells, lcm, liners, literature-review, lost-circulation-materials, material-performance, supercritical-geothermal
Organization: Department of Energy
CDC Wastewater Data for RSV

This dataset provides a complete time history of RSV wastewater sample data and calculated metrics from US sampling locations. 

Learn more at: https://www.cdc.gov/nwss/index.html.

This dataset is updated weekly on Fridays.

Tags: ncezid, nwss, respiratory-syncytial-virus, rsv, united-states, wastewater, weekly
Organization: U.S. Department of Health & Human Services
Dataset of Generative AI Workload Power Profiles

This dataset provides a collection of high-resolution (5/10 Hz or every 0.2/0.1 seconds) power consumption profiles for generative artificial intelligence (GenAI) workloads executed on NLR's High Performance Computing (HPC) platform Kestrel. The dataset also includes examples of representative whole-facility power profiles generated using a bottom-up, event-driven, data center energy model. This dataset is designed to support research in energy modeling, infrastructure planning, energy system integration, and sustainability analysis for AI-driven computing systems.The dataset captures time-resolved electrical power measurements across a diverse set of configurations, including variations in job type (inference vs. training), workload (LLM vs. image generation), datasets, and number of compute nodes. Power traces are provided in a standardized format and include both raw/instantaneous and aggregated files. Each profile is accompanied by metadata describing workload parameters, enabling reproducibility and cross-study comparison.The dataset is intended for use in applications such as data center infrastructure planning, energy modeling, demand response and grid impact studies, and development and validation of system-level simulation tools. By making these workload-specific power profiles publicly available, this dataset aims to address the current lack of open, empirical energy data for generative AI systems and to facilitate transparent, reproducible research on the energy and environmental impacts of large-scale AI deployment.If you use this dataset, please cite the associated publication: Vercellino et al., “Measurement of Generative AI Workload Power Profiles for Whole-Facility Data Center Infrastructure Planning,” arXiv:2604.07345 (2026).

Tags: ai-workloads, data-centers, generative-ai, gpu-power, high-performance-computing, power-measurements
Organization: Department of Energy
BLM ID Sage Grouse Habitat 2016

The 2016 Sage-grouse Habitat Planning Map update incorporates wildfire data and other edits relevant to the 2016 field and fire season as per typical processes used during the past decade. Additional areas of non-habitat, such as paved highways, municipal boundaries, water bodies etc., were also removed. However, the map extent for sage-grouse key habitat and potential restoration areas should be considered provisional, contingent on the final outcome of additional analyses currently underway in association with the national Greater Sage-grouse Conservation Strategy. This data set contains simple, landscape-scale greater sage-grouse habitat types for Idaho and constitutes a current approximation of sage-grouse habitat in the state. The data can be used for general conservation and restoration planning purposes, but additional data or field verification are needed for applications at finer scales. The habitat types include: (1) key sage-grouse habitat areas and (2) four habitat restoration types: (a) R1 - perennial native and non-native grasslands with high restoration potential; (b) R2 - annual grass dominated areas (either shrubland or grassland) with low restoration potential; (c) R3 - conifer encroachment areas with high restoration potential and (d) RB - areas that have recently burned and the type of habitat that is coming back and its restoration potential has not yet been determined. Beginning in 2015, the NA class was included to track areas that were previously identified as habitat but were removed due to vegetation type or terrain (eg. stands of existing timber on North-facing slopes). A new data set will be developed annually to update the planning map and chart landscape-level changes in sage-grouse habitat over time. Edits may also document refinements discovered through inventory, monitoring and modeling. This data covers all of Idaho and a small area in Nevada that is managed by Idaho BLM. Intended scale of use is 1:100,000. This dataset is not synonymous with BLM's Sage-grouse Habitat Management Areas (Priority, Important and General) as those incorporate additional habitat and sage-grouse population data or models.

Tags: 2016, biota, blm, boise-district-office, bruneau-field-office, bureau-of-land-management, burley-field-office, centrocercus-urophasianus, challis-field-office, department-of-energy, department-of-the-interior, doe, doi, environment, forest-service, four-rivers-field-office, fragmentation, greater-sage-grouse, habitat, id, idaho, idaho-falls-district, jarbidge-field-office, nevada, nv, owyhee-field-office, pocatello-field-office, restoration, sage-grouse, salmon-field-office, shoshone-field-office, twin-falls-district-office, u-s-department-of-agriculture, united-states, upper-snake-field-office, us, vegetation, wildlife
Organization: Department of the Interior
BLM ID Sage Grouse Habitat 2013

The 2013 Sage-grouse Habitat Planning Map update incorporates wildfire data and other edits relevant to the 2013 field and fire season as per typical processes used during the past decade. Additional areas of non-habitat, such as paved highways, municipal boundaries, water bodies etc., were also removed. However, the map extent for sage-grouse key habitat and potential restoration areas should be considered provisional, contingent on the final outcome of additional analyses currently underway in association with the national Greater Sage-grouse Conservation Strategy. This data set contains simple, landscape-scale greater sage-grouse habitat types for Idaho and constitutes a current approximation of sage-grouse habitat in the state. The data can be used for general conservation and restoration planning purposes, but additional data or field verification are needed for applications at finer scales. The habitat types include: (1) key sage-grouse habitat areas and (2) four habitat restoration types: (a) R1 - perennial native and non-native grasslands with high restoration potential; (b) R2 - annual grass dominated areas (either shrubland or grassland) with low restoration potential; (c) R3 - conifer encroachment areas with high restoration potential and (d) RB - areas that have recently burned and the type of habitat that is coming back and its restoration potential has not yet been determined. Beginning in 2015, the NA class was included to track areas that were previously identified as habitat but were removed due to vegetation type or terrain (eg. stands of existing timber on North-facing slopes). A new data set will be developed annually to update the planning map and chart landscape-level changes in sage-grouse habitat over time. Edits may also document refinements discovered through inventory, monitoring and modeling. This data covers all of Idaho and a small area in Nevada that is managed by Idaho BLM. Intended scale of use is 1:100,000. This dataset is not synonymous with BLM's Sage-grouse Habitat Management Areas (Priority, Important and General) as those incorporate additional habitat and sage-grouse population data or models..

Tags: 2013, biota, blm, boise-district-office, bruneau-field-office, bureau-of-land-management, burley-field-office, centrocercus-urophasianus, challis-field-office, department-of-energy, department-of-the-interior, doe, doi, environment, forest-service, four-rivers-field-office, fragmentation, greater-sage-grouse, habitat, id, idaho, idaho-falls-district, jarbidge-field-office, nevada, nv, owyhee-field-office, pocatello-field-office, restoration, sage-grouse, salmon-field-office, shoshone-field-office, twin-falls-district-office, u-s-department-of-agriculture, united-states, upper-snake-field-office, us, vegetation, wildlife
Organization: Department of the Interior
BLM ID CADNSDI PLSS First Division

The PLSS First Division is commonly the section. This is the first set of divisions for a PLSS Township.  For more information contact us at blm_id_stateoffice@blm.gov.

Tags: blm, boundaries, bureau-of-land-management, cadastral, cadastral-reference, cadnsdi, doi, gcdb, general-land-office, geographic-coordinate-data-base, geospatial, glo, idaho, management, national-spatial-data-infrastructure, nsdi, parcels, planningcadastre, plss, plss-corners, plss-divisions, plss-sections, plss-special-surveys, public-land-survey-system, range, section, township, us-department-of-the-interior
Organization: Department of the Interior
BLM ID Sage Grouse Habitat 2015

The 2015 Sage-grouse Habitat Planning Map update incorporates wildfire data and other edits relevant to the 2015 field and fire season as per typical processes used during the past decade. Additional areas of non-habitat, such as paved highways, municipal boundaries, water bodies etc., were also removed. However, the map extent for sage-grouse key habitat and potential restoration areas should be considered provisional, contingent on the final outcome of additional analyses currently underway in association with the national Greater Sage-grouse Conservation Strategy. This data set contains simple, landscape-scale greater sage-grouse habitat types for Idaho and constitutes a current approximation of sage-grouse habitat in the state. The data can be used for general conservation and restoration planning purposes, but additional data or field verification are needed for applications at finer scales. The habitat types include: (1) key sage-grouse habitat areas and (2) four habitat restoration types: (a) R1 - perennial native and non-native grasslands with high restoration potential; (b) R2 - annual grass dominated areas (either shrubland or grassland) with low restoration potential; (c) R3 - conifer encroachment areas with high restoration potential and (d) RB - areas that have recently burned and the type of habitat that is coming back and its restoration potential has not yet been determined. Beginning in 2015, the NA class was included to track areas that were previously identified as habitat but were removed due to vegetation type or terrain (eg. stands of existing timber on North-facing slopes). A new data set will be developed annually to update the planning map and chart landscape-level changes in sage-grouse habitat over time. Edits may also document refinements discovered through inventory, monitoring and modeling. This data covers all of Idaho and a small area in Nevada that is managed by Idaho BLM. Intended scale of use is 1:100,000. This dataset is not synonymous with BLM's Sage-grouse Habitat Management Areas (Priority, Important and General) as those incorporate additional habitat and sage-grouse population data or models.

Tags: 2015, biota, blm, boise-district-office, bruneau-field-office, bureau-of-land-management, burley-field-office, centrocercus-urophasianus, challis-field-office, department-of-energy, department-of-the-interior, doe, doi, environment, forest-service, four-rivers-field-office, fragmentation, greater-sage-grouse, habitat, id, idaho, idaho-falls-district, jarbidge-field-office, nevada, nv, owyhee-field-office, pocatello-field-office, restoration, sage-grouse, salmon-field-office, shoshone-field-office, twin-falls-district-office, u-s-department-of-agriculture, united-states, upper-snake-field-office, us, vegetation, wildlife
Organization: Department of the Interior
CDC Wastewater Data for SARS-CoV-2

This dataset provides a complete time history of SARS-CoV-2 wastewater sample data and calculated metrics from US sampling locations. 

Learn more at: https://www.cdc.gov/nwss/index.html.

This dataset is updated weekly on Fridays.

Tags: coronavirus, covid-19, ncezid, nwss, sars-cov-2, united-states, wastewater, weekly
Organization: U.S. Department of Health & Human Services
CDC Wastewater Data for Avian Influenza A (H5)

This dataset provides a complete time history of Avian Influenza A (H5) wastewater sample data and calculated metrics from US sampling locations. 

Learn more at: https://www.cdc.gov/nwss/index.html.

This dataset is updated weekly on Fridays.

Tags: avian-influenza-a-h5, flu, h5, h5n1, influenza, ncezid, nwss, united-states, wastewater, weekly
Organization: U.S. Department of Health & Human Services
BLM ID NLCS Released Wilderness Study Area

This feature class contains Wilderness Study Areas that have been released though legislative actions such as the creation of a new Wilderness Area(s).    For more information contact us at blm_id_stateoffice@blm.gov.

Tags: boundaries, id, idaho, location, national-landscape-conservation-system, nlcs, planningcadastre, released, wilderness, wilderness-study-areas, wsa
Organization: Department of the Interior
BLM ID CADNSDI PLSS Point

These are the corners of the PLSS. This data set contains summary information about the coordinate location and reliability of corner coordinate information. For more information contact us at blm_id_stateoffice@blm.gov.

Tags: blm, boundaries, bureau-of-land-management, cadastral, cadastral-reference, cadnsdi, doi, gcdb, general-land-office, geographic-coordinate-data-base, geospatial, glo, idaho, management, national-spatial-data-infrastructure, nsdi, parcels, planningcadastre, plss, plss-corners, plss-divisions, plss-sections, plss-special-surveys, public-land-survey-system, range, section, township, us-department-of-the-interior
Organization: Department of the Interior
BLM ID NLCS Wilderness Area

Polygon features depicting the NLCS Wilderness Areas. For more information contact us at blm_id_stateoffice@blm.gov.

Tags: blm, boundaries, bureau-of-land-management, department-of-the-interior, doi, geoscientific-information, idaho, management, national-landscape-conservation-system, nlcs, planning, planningcadastre, wilderness
Organization: Department of the Interior
BLM ID Sage Grouse Habitat 2014

The 2014 Sage-grouse Habitat Planning Map update incorporates wildfire data and other edits relevant to the 2014 field and fire season as per typical processes used during the past decade. Additional areas of non-habitat, such as paved highways, municipal boundaries, water bodies etc., were also removed. However, the map extent for sage-grouse key habitat and potential restoration areas should be considered provisional, contingent on the final outcome of additional analyses currently underway in association with the national Greater Sage-grouse Conservation Strategy. This data set contains simple, landscape-scale greater sage-grouse habitat types for Idaho and constitutes a current approximation of sage-grouse habitat in the state. The data can be used for general conservation and restoration planning purposes, but additional data or field verification are needed for applications at finer scales. The habitat types include: (1) key sage-grouse habitat areas and (2) four habitat restoration types: (a) R1 - perennial native and non-native grasslands with high restoration potential; (b) R2 - annual grass dominated areas (either shrubland or grassland) with low restoration potential; (c) R3 - conifer encroachment areas with high restoration potential and (d) RB - areas that have recently burned and the type of habitat that is coming back and its restoration potential has not yet been determined. Beginning in 2015, the NA class was included to track areas that were previously identified as habitat but were removed due to vegetation type or terrain (eg. stands of existing timber on North-facing slopes). A new data set will be developed annually to update the planning map and chart landscape-level changes in sage-grouse habitat over time. Edits may also document refinements discovered through inventory, monitoring and modeling. This data covers all of Idaho and a small area in Nevada that is managed by Idaho BLM. Intended scale of use is 1:100,000. This dataset is not synonymous with BLM's Sage-grouse Habitat Management Areas (Priority, Important and General) as those incorporate additional habitat and sage-grouse population data or models.

Tags: 2014, biota, blm, boise-district-office, bruneau-field-office, bureau-of-land-management, burley-field-office, centrocercus-urophasianus, challis-field-office, department-of-energy, department-of-the-interior, doe, doi, environment, forest-service, four-rivers-field-office, fragmentation, greater-sage-grouse, habitat, id, idaho, idaho-falls-district, jarbidge-field-office, nevada, nv, owyhee-field-office, pocatello-field-office, restoration, sage-grouse, salmon-field-office, shoshone-field-office, twin-falls-district-office, u-s-department-of-agriculture, united-states, upper-snake-field-office, us, vegetation, wildlife
Organization: Department of the Interior
BLM Natl AIM Lotic Indicators Hub

This feature class includes monitoring data collected nationally to understand the status, condition, and trend of resources on BLM lands. Data are collected in accordance with the BLM Assessment, Inventory, and Monitoring (AIM) Strategy. The AIM Strategy specifies a probabilistic sampling design, standard core indicators and methods, electronic data capture and management, and integration with remote sensing. Attributes include the BLM aquatic core indicators: pH, conductivity, temperature, pool depth, length, frequency, streambed particles sizes, bank stability and cover, floodplain connectivity, large woody debris, macroinvertebrate biological integrity, ocular estimates of vegetative type, cover, and structure and canopy cover. In addition, the contingent indicators of total nitrogen and phosphorous, turbidity, bank angle, thalweg depth profile and quantitative vegetation estimates (see the Data Structure and Attribute Information section for exact details on attributes). Data were collected and managed by BLM Field Offices, BLM Districts, and/or affiliated field crews with support from the BLM National Operations Center. Data are stored in a centralized database (BLM AIM Lotic Database) at the BLM National Operations Center.

Tags: aim, aim_ak, aim_az, aim_ca, aim_co, aim_id, aim_mtda, aim_natl, aim_nm, aim_nv, aim_orwa, aim_policy, aim_protocol, aim_tool, aim_ut, aim_wy, alaska, aquadat, aquatic, aquatics, arizona, biota, blm, boundaries, bug-lab, california, colorado, doi, endangered, environment, fish, geomorphology, geoscientificinformation, geospatial, grsg, health, hydrology, idaho, inlandwaters, lakes, landscape-monitoring-framework, lotic, macroinvertebrates, monitoring, monitoring-methods, montana, national, national-resources-inventory, nevada, new-mexico, oregon, projects, reach, riparian, rivers, science, streams, utah, utah-state-university, washington, water-quality, western-rivers-and-streams-assessment, wildlife, wyoming
Organization: Department of the Interior
BLM ID Sage Grouse Habitat 2012

The 2012 Sage-grouse Habitat Planning Map update incorporates wildfire data and other edits relevant to the 2012 field and fire season as per typical processes used during the past decade. Additional areas of non-habitat, such as paved highways, municipal boundaries, water bodies etc., were also removed. However, the map extent for sage-grouse key habitat and potential restoration areas should be considered provisional, contingent on the final outcome of additional analyses currently underway in association with the national Greater Sage-grouse Conservation Strategy. This data set contains simple, landscape-scale greater sage-grouse habitat types for Idaho and constitutes a current approximation of sage-grouse habitat in the state. The data can be used for general conservation and restoration planning purposes, but additional data or field verification are needed for applications at finer scales. The habitat types include: (1) key sage-grouse habitat areas and (2) four habitat restoration types: (a) R1 - perennial native and non-native grasslands with high restoration potential; (b) R2 - annual grass dominated areas (either shrubland or grassland) with low restoration potential; (c) R3 - conifer encroachment areas with high restoration potential and (d) RB - areas that have recently burned and the type of habitat that is coming back and its restoration potential has not yet been determined. Beginning in 2015, the NA class was included to track areas that were previously identified as habitat but were removed due to vegetation type or terrain (eg. stands of existing timber on North-facing slopes). A new data set will be developed annually to update the planning map and chart landscape-level changes in sage-grouse habitat over time. Edits may also document refinements discovered through inventory, monitoring and modeling. This data covers all of Idaho and a small area in Nevada that is managed by Idaho BLM. Intended scale of use is 1:100,000. This dataset is not synonymous with BLM's Sage-grouse Habitat Management Areas (Priority, Important and General) as those incorporate additional habitat and sage-grouse population data or models.

Tags: 2012, biota, blm, boise-district-office, bruneau-field-office, bureau-of-land-management, burley-field-office, centrocercus-urophasianus, challis-field-office, department-of-energy, department-of-the-interior, doe, doi, environment, forest-service, four-rivers-field-office, fragmentation, greater-sage-grouse, habitat, id, idaho, idaho-falls-district, jarbidge-field-office, nevada, nv, owyhee-field-office, pocatello-field-office, restoration, sage-grouse, salmon-field-office, shoshone-field-office, twin-falls-district-office, u-s-department-of-agriculture, united-states, upper-snake-field-office, us, vegetation, wildlife
Organization: Department of the Interior