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GDR Data Management and Best Practices for Submitters and Curators

Resources for GDR data submitters and curators, including training videos, step-by-step guides on data submission, and detailed documentation of the GDR. The Data Management and Submission Best Practices document also contains API access and metadata schema information for develo...

Weers, J. et al National Laboratory of the Rockies

Mar 31, 2021
3 Resources
0 Stars
Publicly accessible

U.S. Geothermal Electricity Siting Regulation and Zoning Ordinances (2026)

This is a collection of documented state and local ordinances governing utility-scale geothermal electricity projects throughout the United States. The data were compiled using the Infrastructure Continuous Ordinance Mapping for Planning and Siting Systems (INFRA-COMPASS) tool, wh...

Pullutasig, B. et al National Laboratory of the Rockies

Sep 21, 2026
5 Resources
0 Stars
Publicly accessible

Enhanced Geothermal System (EGS) Suitability for Contiguous United States

This data set includes maps of normalized LCOE all-in (Levelized Cost of Transmission [LCOT] inclusive) as calculated using NLR's Annual Technology Baseline (ATB) costs, both drilling and CAPEX/OPEX, and considering the best depth option (1-7 km) for each location across the conti...

Trainor-Guitton, W. et al National Laboratory of the Rockies

Dec 01, 2025
3 Resources
0 Stars
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United States Geothermal Heat Pump Installations Database 2025

This dataset documents U.S. geothermal heat pump (GHP) installations and was compiled as part of the 2025 Geothermal Market Report from the National Renewable Energy Laboratory (NREL). Records were sourced primarily from public drilling permits and include location information (ci...

Pauling, H. et al National Laboratory of the Rockies

Sep 29, 2023
3 Resources
0 Stars
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U.S. High-Voltage Transmission Siting Regulation and Zoning Ordinances (2026)

This collection includes documented state and local ordinances governing high-voltage transmission lines across the United States. The data were compiled using the Infrastructure Continuous Ordinance Mapping for Planning and Siting Systems (INFRA-COMPASS) tool, which leverages Lar...

Castelao, G. et al National Laboratory of the Rockies

Sep 29, 2026
5 Resources
0 Stars
Publicly accessible

Flexible Operation of Natural Gas Power Plants in Texas: Startup and Shutdown Durations and Nitrogen Dioxide Emissions

This dataset provides insights into historical flexible operation of natural gas power plants in Texas, with a focus on startup and shutdown events. The dataset includes tables summarizing startup and shutdown durations as well as nitrogen oxide (NOx) emission factors during these...

Li, Y. et al National Laboratory of the Rockies

Mar 26, 2026
1 Resources
0 Stars
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Impacts of COVID-19 on Residential Solar Permitting Jurisdiction Survey Responses

This is the cleaned dataset of jurisdiction survey responses associated with the NLR report Residential Solar Adoption Timelines and Impacts from the COVID-19 Pandemic (published September 2022). NLR conducted this survey of jurisdictions in August and September 2021, asking about...

Cruce, J. et al National Laboratory of the Rockies

Aug 19, 2026
1 Resources
0 Stars
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U.S. Geothermal Heat Pump Siting Regulation and Zoning Ordinances (2026)

This is a collection of documented state and local ordinances governing geothermal heat pumps (GHPs), ground-source heat pumps, and related geothermal exchange wells and loop systems throughout the United States. The data were compiled using the Infrastructure Continuous Ordinance...

Pinchuk, P. et al National Laboratory of the Rockies

Sep 21, 2026
5 Resources
0 Stars
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Data Associated with "Addressing Streak Formation in Slot-Die-Coated Electrodes for Low-Temperature Proton Exchange Membrane Electrolyzers"

Data for "Addressing Streak Formation in Slot-Die-Coated Electrodes for Low-Temperature Proton Exchange Membrane Electrolyzers.” This work addresses mechanisms for streak formation in slot-die-coated proton exchange membrane water electrolyzer cathodes, which commonly use carbon...

Appleby, B. et al National Laboratory of the Rockies

Oct 02, 2026
15 Resources
0 Stars
Publicly accessible

NLR HPC Kestrel Jobs Data

Overview: Anonymized job-level records from the Kestrel HPC system at the National Laboratory of the Rockies (NLR). Each record represents a Slurm batch job with scheduling metadata, resource requests, utilization, energy estimates, and efficiency metrics. Sensitive fields (user, ...

Clark, S. et al National Laboratory of the Rockies

Mar 17, 2026
2 Resources
0 Stars
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Data for "Quantum Dot Emitters for Enhanced Cd(Se,Te) Photovoltaic Bifaciality"

Data for publication "Quantum dot emitters for enhanced Cd(Se,Te) photovoltaic bifaciality". Text files for current-density/voltage measurements (JV) are included. JV measurements are for a Cd(Se,Te) bifacial solar cell that is illuminated from the front and/or or the rear surface...

Sartor, E. and Reese, M. National Laboratory of the Rockies

Oct 21, 2026
1 Resources
0 Stars
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Hourly Electrical Load, Cooling Load, and Ground Heat Exchanger Performance Profiles for College Buildings in Puerto Rico

This dataset provides the numerical source data underlying selected figures in an associated study of cooling system performance for college buildings at the University of Puerto Rico at Rio Piedras. The data include modeled cooling demand, ground heat exchanger temperatures and t...

Oh, H. et al National Laboratory of the Rockies

Sep 08, 2026
3 Resources
0 Stars
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Value of Information App Webinar Recording

This recorded webinar provides background on the Value of Information (VOI) App and demonstrates how to use the application. The webinar walks through a public example dataset and includes slides and screen sharing to introduce decision analysis, the VOI metric, and the app workfl...

Trainor-Guitton, W. and Menon, K. National Laboratory of the Rockies

Sep 28, 2026
2 Resources
0 Stars
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Sharing the Sun Community Solar Project Data

This database represents a list of community solar projects, complete and pending, identified through various sources. The dataset is updated multiple times per year. The current version is the first file located below. Previous versions of the dataset published before June of 202...

Kannan, S. et al National Laboratory of the Rockies

Aug 30, 2024
3 Resources
0 Stars
Publicly accessible

NLR HPC Eagle Jobs Data and Additional Energy Metrics

Overview: Anonymized job-level records from the Eagle high-performance computing (HPC) system at the National Laboratory of the Rockies (NLR). Each record represents a Slurm batch job with scheduling metadata, resource requests, resource utilization, CPU/GPU energy consumption, an...

Clark, S. et al National Laboratory of the Rockies

Mar 17, 2026
3 Resources
0 Stars
Publicly accessible

Biomass for Carbon Removal and Storage (BiCRS) Counterfactual Decision Tree

Counterfactual is the term used to describe a "business-as-usual" scenario which used as a baseline to compare against a new project, allowing the calculation of net impacts for a life cycle analysis (LCA). The choice of counterfactual is critical for determining the results from ...

Harman-Ware, A. et al National Laboratory of the Rockies

Dec 18, 2025
1 Resources
0 Stars
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Data Associated with "Improving Uniformity and Durability of Low-Loaded Slot-Die-Coated PEM Water Electrolyzer Anodes"

Data for "Improving Uniformity and Durability of Low-Loaded Slot-Die-Coated PEM Water Electrolyzer Anodes.” This work addresses previous challenges with manufacturing slot-die-coated proton exchange membrane water electrolyzer anodes of low iridium loading and quantifies associa...

Parrish, C. et al National Laboratory of the Rockies

Oct 02, 2026
24 Resources
0 Stars
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Dual Working Electrode PEC Corrosion Data

This is data to support a manuscript that evaluates photocorrosion of III-V photocathodes. There are four categories of data. DWE data are linear sweep voltammetry and chronoamperometry files from the dual-working electrode architectures. ex-situ ICP-MS is a spreadsheet ...

Hansen, M. and Deutsch, T. National Laboratory of the Rockies

Oct 07, 2026
1 Resources
0 Stars
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Updated U.S. Low-Temperature Heating and Cooling Demand by County and Sector

This dataset includes U.S. low-temperature heating and cooling demand at the county level in major end-use sectors: residential, commercial, manufacturing, agricultural, and data centers. Census division-level end-use energy consumption, expenditure, and commissioned power databas...

Oh, H. and Beckers, K. National Laboratory of the Rockies

Dec 31, 2022
6 Resources
0 Stars
Publicly accessible

National Community Solar Partnership (NCSP+) Resource List

NLR compiles and makes quarterly updates to this dataset of publications related to expanding access to solar through its support for the National Community Solar Partnership (NCSP+). The purpose of the list is to help NCSP+ partners and others to find relevant resources on commun...

Burton, R. National Laboratory of the Rockies

Oct 27, 2022
1 Resources
0 Stars
Publicly accessible

NLR HPC Facility Power Usage Effectiveness (PUE) Data

Timeseries of Energy Systems Integration Facility (ESIF) Data Center Power Usage Effectiveness (PUE) Data provided in Parquet and compressed CSV formatsPower Metrics Timeseries Fields:ts: Timestampcooling_kw: Cooling (kilowatts) Captures the power used by fans and pipe...

Clark, S. and Strelka, J. National Laboratory of the Rockies

Jan 29, 2026
5 Resources
0 Stars
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District Geothermal Energy Systems with Seasonal Underground Thermal Storage: Load Profiles, Modeling Workflow, and Techno-Economic Results for U.S. Screening

This dataset accompanies the paper "Geothermal district energy systems coupled with seasonal underground thermal energy storage: a U.S. techno-economic screening by climate and geology." It contains the data and scripts required to reproduce the study's results across ten U.S. cit...

Mello, S. et al National Laboratory of the Rockies

Sep 27, 2025
6 Resources
0 Stars
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Weather Data for Buildings Energy Simulations

This is weather data required for use in building energy simulations, including ResStock and OpenStudio-HPXML workflows.

Merket, N. and Adhikari, R. National Laboratory of the Rockies

Feb 18, 2020
24 Resources
0 Stars
Publicly accessible

Hourly Thermal Load Profiles for U.S. Manufacturing Subsectors

This dataset includes a consistent framework of annual, quarterly, and hourly energy demand and operational profiles for 63 U.S. manufacturing subsectors defined by NAICS classification, building on the county-level demand dataset "Updated U.S. Low-Temperature Heating and Cooling ...