cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7799/1766560
title: Grid Service Values of Generic Marginal Building Flexibility in Modeled 2030 U.S. Power Systems

description: The datasets include the capacity, energy, and ancillary service values of a marginal kilowatt-hour (kWh) of generic, daily, shiftable building flexibility as a presumed market entrant in the 2030 U.S. power systems. The results should be interpreted along with the caveats listed in "Valuation of Building Flexibility: Grid Service Value for Initial Market Entrants in Projected 2030 United States Power Systems", which also documents the methods used for the study. The factors examined in the study include: grid scenario, region, original usage hour in the day (local time), and building flexibility parameters - efficiency, dissipation, and shifting window include max pre-shift and max post-shift. Filenames in the datasets: The filenames contain information on the grid scenario, and the building flexibility efficiency and dissipation. For example: MidCase_2030_efficiency1.25_dissipation0.05_value.csv contains all results under Mid RE 2020, efficiency = 1.25, and dissipation = 0.05. * MidCase = Mid RE Each .csv file contains: region: The location of the building flexibility, aligned with U.S. Energy Information Administration (EIA) National Energy Modeling System (NEMS) Electricity Market Module regions. max_pre_shift: Part of building flexibility shifting window parameter, indicates the max number of hours the building flexibility can shift earlier. max_post_shift: Part of building flexibility shifting window parameter, indicates the max number of hours the building flexibility can shift later. local_datetime: Original datetime of 1kWh of building energy consumption. local_orig_h: Original usage hour (1-24) of building energy consumption, ignores daylight saving. local_shift_to: The datetime to when building energy consumption shifts, if shifting happens. If no shifting occurs, this cell is left blank. energy: Net energy value of energy shifting. capacity: Net capacity value of energy shifting. shifting_value: Net energy plus capacity value of energy shifting. spin: Spin reserve value at the original datetime of consumption. flex: Flexible reserve value at the original datetime of consumption. reg: Regulation reserve value at the original datetime of consumption. total_profit: Assuming the building flexibility is capable of providing energy, capacity, and ancillary services, total profit is the maximum value of energy shifting value, spin reserve value, flexible reserve value, and regulation reserve value - one of the four choices at any given hour - because we do not allow its value to be double-counted.
DOI: 10.48370/ofd/zamgah
title: Apodemus flavicollis - 162929, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1993-09-19, in: Białowieża National Park, Poland. Material type:
DOI: 10.7799/1774104
title: Distributed PV permitting survey responses

description: In 2019, NREL, in partnership with the Solar Energy Industries Association, developed a survey for PV installers on their experiences with delays and cancelations in the adoption process, including the impacts of permitting and interconnection. This dataset includes the anonymized responses from 147 representatives from 136 solar install companies.
DOI: 10.48370/ofd/19x8h7
title: Apodemus flavicollis - 162981, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1993-09-27, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/v9hmyp
title: Apodemus flavicollis - 120627, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1976-10-05, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/k0ktwy
title: Apodemus flavicollis - 138821, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1981-07-03, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/v7er8u
title: Apodemus flavicollis - 159004, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1990-05-05, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/lhegjt
title: Apodemus flavicollis - 43549, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1965-05-15, in: Białowieża National Park, Poland. Material type:
DOI: 10.15473/1782587
title: FOSWEC v2: System identification and control testing at Hinsdale Wave Research Laboratory

description: This report summarizes the design and execution of a wave tank test of the floating oscillating surge wave energy converter (FOSWEC) in the O.H. Hinsdale Wave Research Laboratory Directional Wave Basin at Oregon State University. This device, which uses two "flaps" that pivot about a central platform when excited by waves, has a natural frequency within the range of the waves by which it is excited. The FOSWEC was originally considered to be a 1:33 scale device, however, for the current tests, no fixed relative scale is used (i.e., the WEC is considered to be scaled for the basin’s wave environment in which it operates). The primary goal of this test was to assess the degree to which previously developed modeling, experimentation, and control design methods could be applied to a broad range of wave energy converter designs. Testing was conducted to identify a dynamic model for the impedance and excitation behavior of the device. Using these models, a series of closed loop tests were conducted using a causal impedance matching controller. This report provides a brief description of the results, as well as a summary of the device and experimental design. The results show that the methods applied to this experimental device perform well and should be broadly applicable. The data collected during testing is compressed into FOSWEC.zip. Please refer to Appendix C (pages 61-63) of the test report for descriptions of each test ID corresponding to the compressed files.
DOI: 10.48370/ofd/ferysx
title: Apodemus flavicollis - 157557, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1988-09-23, in: Białowieża National Park, Poland. Material type:
DOI: 10.7799/1787031
title: Heavy-Duty Electric Fleet Depot Charging Load Profiles & Substation Load Integration Assessment Results

description: This data set includes the 24-hour fleet depot charging load profiles (15-min. average demand) and substation load integration assessment results produced for the study, "Heavy-Duty Truck Electrification and the Impacts of Depot Charging on Electricity Distribution Systems", published in 2021 (https://doi.org/10.1038/s41560-021-00855-0). The code developed to generate these load profiles is publicly available at https://github.com/NREL/hdev-depot-charging-2021. Please cite as: Borlaug, B., Muratori, M., Gilleran, M., Woody, D., Muston, W., Canada, T., Ingram, A., Gresham, H., and McQueen, C., (2021). "Heavy-Duty Truck Electrification and the Impacts of Depot Charging on Electricity Distribution Systems". https://doi.org/10.1038/s41560-021-00855-0.
DOI: 10.48370/ofd/qths8d
title: Apodemus flavicollis - 32319, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1963-07-12, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/hdey0z
title: Apodemus flavicollis - 40459, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1964-11-03, in: Białowieża National Park, Poland. Material type:
DOI: 10.7481/1787482
title: National Brackish Groundwater Assessment 2017

description: Brackish groundwater (BGW), defined for this assessment as having a dissolved-solids concentration between 1,000 and 10,000 milligrams per liter, is an unconventional source of water that may offer a partial solution to current (2016) and future water challenges. In support of the National Water Census, the U.S. Geological Survey has completed a BGW assessment to gain a better understanding of the occurrence and characteristics of BGW resources of the United States as an alternative source of water. Analyses completed as part of this assessment relied on previously collected data from multiple sources, and no new data were collected. One of the most important contributions of this assessment was the creation of a database containing chemical data and aquifer information for the known quantities of BGW in the United States. Data were compiled from single publications to large datasets and from local studies to national assessments, and includes chemical data on the concentrations of dissolved solids, major ions, trace elements, nutrients, radionuclides, and physical properties of the resource (pH, temperature, specific conductance). This database represents data from a compilation of water-quality samples from 100,000+ (major-ions data) to 300,000+ (dissolved-solids data) groundwater wells across the continental U.S., Alaska, Hawaii, Puerto Rico, the U.S. Virgin Islands, Guam, and American Samoa. The data are published here as an ESRI geodatabase with a point feature class and associated attribute table, and also as non-proprietary comma-separated value table. It was not possible to compile all data available for the Nation, and data selected for this investigation were mostly limited to larger datasets that were available in a digital format.
DOI: 10.48370/ofd/gixibl
title: Apodemus flavicollis - 35647, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1964-06-06, in: Białowieża National Park, Poland. Material type:
DOI: 10.25984/1787566
title: Solar-to-Grid Public Data File for Utility-scale (UPV) and Distributed Photovoltaics (DPV) Generation, Capacity Credit, and Value

description: Lawrence Berkeley National Laboratory (Berkeley Lab) estimates hourly project-level generation data for utility-scale solar projects and hourly county-level generation data for residential and non-residential distributed photovoltaic (PV) systems in the seven organized wholesale markets and 10 additional Balancing Areas. To encourage its broader use, Berkeley Lab has made this data file public here at OEDI. The public project-level dataset is updated annually with data from the previous calendar year. For more information about the research project, including a technical report, briefing material, visualizations, and additional data, please visit the project homepage linked in this submission. A newer version of the data exists and can be found linked in the resources of this submission under "Solar-to-Grid Public Data File Updated 2021".
DOI: 10.48370/ofd/pfapjv
title: Apodemus flavicollis - 46279, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1965-09-28, in: Białowieża National Park, Poland. Material type:
DOI: 10.15121/1787858
title: Sentinel-1 Input Data for PSInSAR Analysis

description: Files used to perform the Persistent Scatterer InSAR analysis with SARPROZ. The data is sourced from ESAs Sentinel-1 project and covers Brady Hot Springs and Desert Peak geothermal areas. The original titles are included for the Sentinel-1 data. The naming guide is included as a link in this submission. The data contains SAR (Radar) data from the Sentinel 1A satellite between July 2017 and December 2019. The data is necessary to replicate our results, and can be used for further PSInSAR, DInSAR and other modern interferometric analyses to determine line of sight, vertical and, possibly, East-West horizontal displacement. These displacement analysis show the soil deformation in time (including average displacement velocity), which can be used to indicate subsoil phenomena: temperature changes, subsidence, uplift, and inform other analyses like seismicity and porosity.
DOI: 10.48370/ofd/ohkp0y
title: Apodemus flavicollis - 158100, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1989-05-14, in: Białowieża National Park, Poland. Material type:
DOI: 10.15121/1797281
title: Brady Geodatabase for Geothermal Exploration Artificial Intelligence

description: These files contain the geodatabases related to Brady's Geothermal Field. It includes all input and output files for the Geothermal Exploration Artificial Intelligence. Input and output files are sorted into three categories: raw data, pre-processed data, and analysis (post-processed data). In each of these categories there are six additional types of raster catalogs which are titled Radar, SWIR, Thermal, Geophysics, Geology, and Wells. These inputs and outputs were used with the Geothermal Exploration Artificial Intelligence to identify indicators of blind geothermal systems at the Brady Hot Springs Geothermal Site. The included zip file is a geodatabase to be used with ArcGIS and the tar file is an inclusive database that encompasses the inputs and outputs for the Brady Hot Springs Geothermal Site.
DOI: 10.48370/ofd/oua8t3
title: Apodemus flavicollis - 166697, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1997-10-03, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/alq4y8
title: Apodemus flavicollis - 117744, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1975-10-30, in: Białowieża National Park, Poland. Material type:
DOI: 10.15121/1797282
title: Desert Peak Geodatabase for Geothermal Exploration Artificial Intelligence

description: These files contain the geodatabases related to the Desert Peak Geothermal Field. It includes all input and output files used in the project. The files include data categories of raw data, pre-processed data, and analysis (post-processed data). In each of these categories there are six additional types of raster catalogs including Radar, SWIR, Thermal, Geophysics, Geology, and Wells. The files for the Desert Peak Geothermal Site are used with the Geothermal Exploration Artificial Intelligence to identify indicators of blind geothermal systems. The included zip file is a geodatabase to be used with ArcGIS and the tar file is an inclusive database that encompasses the inputs and outputs for the Desert Peak Geothermal Field.
DOI: 10.48370/ofd/wbgxe8
title: Apodemus flavicollis - 125774, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1977-10-06, in: Białowieża National Park, Poland. Material type:
DOI: 10.15121/1797283
title: Salton Sea Geodatabase for Geothermal Exploration Artificial Intelligence

description: These files contain the geodatabases related to Salton Sea Geothermal Field. It includes all input and output files used with the Geothermal Exploration Artificial Intelligence. Input and output files are sorted into three categories: raw data, pre-processed data, and analysis (post-processed data). In each of these categories there are six additional types of raster catalogs which are titled Radar, SWIR, Thermal, Geophysics, Geology, and Wells. The files are used with the Geothermal Exploration Artificial Intelligence for the Salton Sea Geothermal Site to identify indicators of blind geothermal systems. The included zip file is a geodatabase to be used with ArcGIS and the tar file is an inclusive database that encompasses the inputs and outputs for the Salton Sea Geothermal Site.
DOI: 10.48370/ofd/efqda6
title: Apodemus flavicollis - 26089, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1961-09-26, in: Białowieża National Park, Poland. Material type:
DOI: 10.25984/1798334
title: Transportation Secure Data Center

description: The Transportation Secure Data Center (TSDC) provides free access to detailed transportation data from a variety of travel surveys and studies conducted across the nation. Data include global positioning system (GPS) readings for millions of miles of travel, along with vehicle characteristics and survey participant demographics. NREL screens the initial data for quality control, translates each data set into a consistent format, and interprets the data for spatial analysis. NREL's processing routines add information on vehicle fuel economy and road grades and join data points to the road network.
DOI: 10.48370/ofd/jhdpai
title: Apodemus flavicollis - 117685, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1975-10-20, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/zzikxk
title: Apodemus flavicollis - 166819, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1998-04-17, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/tfyak1
title: Apodemus flavicollis - 160732, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1990-10-06, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/kcuyop
title: Apodemus flavicollis - 125326, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1977-09-17, in: Białowieża National Park, Poland. Material type:
DOI: 10.15121/1805249
title: Brady Geothermal Field Borehole Pressure Data

description: This submission supersedes pressure data from March 2017 which can be found as a link in the submission resources. This submission contains 3 .csv files with time series pressure data in 3 observation wells at Brady Geothermal Field as part of the PoroTomo project. These pressure files correct a time stamp issue that was in older data which did not correct for daylight savings time which occurred 13 Mar 2016 at 0900 UTC. The data here provides borehole pressures at different temperatures and times. The timeframe each resource was taken in varies between each resource and can be found in the resource descriptions.
DOI: 10.48370/ofd/av2z7r
title: Apodemus flavicollis - 166026, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1997-07-06, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/wjsm7u
title: Apodemus flavicollis - 40522, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1964-11-04, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/dm9fxs
title: Apodemus flavicollis - 82737, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1968-10-23, in: Białowieża National Park, Poland. Material type:
DOI: 10.15121/1811498
title: EGS-Collab Experiment 1: Time-lapse ERT Data and E4D Inversion Files for 10-24-2018 through 11-07-2018 Flow Test

description: This data submission includes the raw time-lapse ERT (electrical resistivity tomography) monitoring data, flow system data, operator logs, E4D (https://e4d.pnnl.gov) inversion files, and meta-data necessary to reproduce the 4D ERT inversion for the Oct. 24 through Nov. 7 2018 post-stimulation flow test in test bed 1. The tests were done at the Sanford Underground Research Facility at Homestake Mine in South Dakota.
DOI: 10.48370/ofd/sbu1mm
title: Apodemus flavicollis - 125586, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1977-09-29, in: Białowieża National Park, Poland. Material type:
DOI: 10.25984/1812011
title: Dataset for Evaluation of Extreme Weather Impacts on Utility-Scale Photovoltaic Plant Performance in the United States

description: This dataset is a fusion of three data types (operations and maintenance tickets, weather data, and production data) that was used to support machine learning analysis and evaluation of drivers for low performance at photovoltaic (PV) sites during compound, extreme weather events. After being processed with machine learning, the data was used in the "Evaluation of Extreme Weather Impacts on Utility-scale Photovoltaic Plant Performance in the United States" manuscript. Additional details are captured in the associated manuscript.
DOI: 10.48370/ofd/6lscj5
title: Apodemus flavicollis - 153765, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1986-10-27, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/holmmj
title: Apodemus flavicollis - 10314, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1955-07-08, in: Białowieża National Park, Poland. Material type:
DOI: 10.7799/1812548
title: dGen (Distributed Generation Market Demand) Model Data: Version 1.0.0 Agents

description: Open sourced agent files needed to run version 1.0.0 of the dGen model. Contains all national, ISO, and state level residential and commercial agents.
DOI: 10.48370/ofd/klm3t8
title: Apodemus flavicollis - 166614, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1997-09-29, in: Białowieża National Park, Poland. Material type: