cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17035/cardiff.28152161.v1
title: GB Transmission Network Data

description: This dataset provides a comprehensive representation of Great Britain’s (GB) electricity transmission network. It is designed for researchers, engineers, and policymakers focusing on power system analysis, network planning, and the integration of renewable energy technologies.The dataset is organised into multiple sheets, with each sheet representing a specific type of network device or component. The rows in each sheet correspond to individual devices, and the columns provide detailed specifications and attributes for those devices. Below is an overview of the dataset structure:<br><b>Terminals</b>:Columns include: Name, Voltage (kV), Latitude, Longitude.Details the geographical and electrical characteristics of network nodes.<b>Transmission Lines</b>:Columns include: Terminal i, Terminal j, Length (km), R1 (Ω), X1 (Ω), Rated Voltage (kV), Nominal Current (kA), B1 (µS), C1 (µF), B0 (µS), C0 (µF).Captures physical and electrical properties of transmission lines.<b>Transformers</b>:Columns include: Name, HV/LV sides, Snom (MVA), Tap Position, r (p.u.), x (p.u.), b (p.u.), r0 (p.u.), x0 (p.u.).Provides technical specifications and operational parameters of transformers.<b>Static Generators</b>:Columns include: Name, Plant Category, Subcategory, Active Power (MW), Apparent Power (MVA), Maximum Power (MW), Maximum Reactive Power Limit (Mvar).Includes information about renewable and non-synchronous generation sources.<b>Synchronous Generators</b>:Columns include: Name, Plant Category, Subcategory, Active Power (MW), Apparent Power (MVA), Max Active Power Limit (MW), Max Reactive Power Limit (Mvar).Describes synchronous generation sources.<b>Demand</b>:Columns include: Terminal, Active Power (MW), Reactive Power (Mvar).Specifies electricity demand at different nodes for the peak winter 2024.<b>Shunt Devices</b>:Columns include: Name, Type, Rated Voltage (kV), Rated Reactive Power (Mvar), Upper Voltage Limit (p.u.), Lower Voltage Limit (p.u.).Represents devices used for voltage regulation and reactive power compensation.<b>SVC (Static VAR Compensators)</b>:Columns include: Terminal, Q of Reactance (&gt;0) (Mvar), Rated Reactive Power (Mvar), Target Voltage (kV).Details reactive power management devices.This dataset was created using validated models and publicly available data. It serves as a foundation for power system studies, including grid reliability analysis, congestion management, renewable integration scenarios, and etc.<br><br>The research results derived from this dataset have been published in the Applied Energy Journal in the paper titled <b>"Addressing Electricity Transmission Network Congestions Using Battery Energy Storage Systems – A Case Study of Great Britain."</b> This publication explores the potential of battery energy storage systems to address congestion challenges in GB’s transmission network.
DOI: 10.15468/dl.smxzzy
title: Occurrence Download

description: A dataset containing 4168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anonconotus Camerano, 1878",
 "Year 2000-2025"
 ]
}

 The dataset includes 4168 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000000-250214093936778/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdsabb
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Citrullus mucosospermus (Fursa) Fursa"
 ]
}

 The dataset includes 149 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000002-250214093936778/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8djngj
title: Occurrence Download

description: A dataset containing 36730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinella marina (Linnaeus, 1758)"
 ]
}

 The dataset includes 36730 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000001-250214093936778/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14870211
title: healthcare-s001
DOI: 10.5281/zenodo.14870212
title: healthcare-s001
DOI: 10.15468/dl.82upyy
title: Occurrence Download

description: A dataset containing 67064 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Culex quinquefasciatus Say, 1823"
 ]
}

 The dataset includes 67064 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000005-250214093936778/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42rvt7
title: Occurrence Download

description: A dataset containing 36730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinella marina (Linnaeus, 1758)"
 ]
}

 The dataset includes 36730 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000006-250214093936778/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14870189
title: A Framework for Model-Centric Prototyping in Cloud Mobile Application Development Applied to Rationalized Energy Consumption
DOI: 10.5281/zenodo.14870190
title: A Framework for Model-Centric Prototyping in Cloud Mobile Application Development Applied to Rationalized Energy Consumption
DOI: 10.15468/dl.apur3z
title: Occurrence Download

description: A dataset containing 1540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Adeonella calveti Canu & Bassler, 1930"
 ]
}

 The dataset includes 1540 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000007-250214093936778/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28417004
title: <i>Calculation process for volume composition of fine-grained sedimentary rock</i>

description: Calculation process for volume composition of fine-grained sedimentary rock
DOI: 10.6084/m9.figshare.28417004.v1
title: <i>Calculation process for volume composition of fine-grained sedimentary rock</i>

description: Calculation process for volume composition of fine-grained sedimentary rock
DOI: 10.5281/zenodo.13990120
title: Digital Twin or Digital Model: An Analysis of Definitions along the Product Lifecycle - Research data

description: This research data contains the statements of the authors Grieves, Stark and Tao with regard to selected characteristics of Digital Twins. According to these statements different case studies along the product life cycle are classified as Digital Twin or Digital Model.

Version 2 added a change in characteristic 2.
DOI: 10.5281/zenodo.13990121
title: Digital Twin or Digital Model: An Analysis of Definitions along the Product Lifecycle - Research data

description: This research data contains the statements of the authors Grieves, Stark and Tao with regard to selected characteristics of Digital Twins. According to these statements different case studies along the product life cycle are classified as Digital Twin or Digital Model.
DOI: 10.5281/zenodo.14870248
title: Digital Twin or Digital Model: An Analysis of Definitions along the Product Lifecycle - Research data

description: This research data contains the statements of the authors Grieves, Stark and Tao with regard to selected characteristics of Digital Twins. According to these statements different case studies along the product life cycle are classified as Digital Twin or Digital Model.

Version 2 added a change in characteristic 2.
DOI: 10.15468/dl.r38kv9
title: Occurrence Download

description: A dataset containing 4138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cricetus cricetus (Linnaeus, 1758)",
 "Year 2000-2025"
 ]
}

 The dataset includes 4138 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000012-250214093936778/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14859851
title: Targeting Glioblastoma Stem Cells via EphA2: Structural Insights into the RNA Aptamer A40s for Precision Therapy

description: Input and Trajectory Files for the Computational Investigation of the A40S Three-Dimensional Conformation and Its Binding to the EphrinA2 Receptor
DOI: 10.5281/zenodo.14859850
title: Targeting Glioblastoma Stem Cells via EphA2: Structural Insights into the RNA Aptamer A40s for Precision Therapy

description: Input and Trajectory Files for the Computational Investigation of the A40S Three-Dimensional Conformation and Its Binding to the EphrinA2 Receptor
DOI: 10.5281/zenodo.14870259
title: Targeting Glioblastoma Stem Cells via EphA2: Structural Insights into the RNA Aptamer A40s for Precision Therapy

description: Input and Trajectory Files for the Computational Investigation of the A40S Three-Dimensional Conformation and Its Binding to the EphrinA2 Receptor
DOI: 10.5281/zenodo.14869895
title: Bacterial extracellular vesicles as intranasal postbiotics: Detailed characterization and interaction with airway cells

description: The dataset includes supplementary data to the the study entitled "Bacterial extracellular vesicles as intranasal postbiotics: Detailed characterization and interaction with airway cells" available here: https://doi.org/10.1002/jev2.70004
DOI: 10.5281/zenodo.14869896
title: Bacterial extracellular vesicles as intranasal postbiotics: Detailed characterization and interaction with airway cells

description: The dataset includes supplementary data to the the study entitled "Bacterial extracellular vesicles as intranasal postbiotics: Detailed characterization and interaction with airway cells" available here: https://doi.org/10.1002/jev2.70004
DOI: 10.15468/dl.spmgzj
title: Occurrence Download

description: A dataset listing the 2382 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is SAU",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 2382 records were derived from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000011-250214093936778/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28417001
title: <b>WSCC Based Grid Aware Dataset of Electric Vehicle Charging Transcations</b>

description: A novel grid-aware data set of EV charging sessions for V2G simulation and research. The data set presented in this paper is derived from existing public real world data sets of Palo Alto City EVCS Data and Boulder City EVCS Data which have been integrated and restructured based on commonalities in grid structure, ensuring consistency and completeness for accurate modeling of EV impacts on the grid. The data set is sufficiently large in aspects of its timeline, involved infrastructure, user behaviour, quantity and quality of charge records. This enables a comprehensive analysis from the perspectives of the EV charger, the user, and, most importantly, the grid. It includes detailed identification information and location categories, which provide valuable insights into EV mobility behaviors, such as charging location, time, level, and duration.
DOI: 10.3886/e205702
title: Data and Code for: The Price of Power: Costs of Political Corruption in Indian Electricity

description: Politicians may target public goods to benefit their constituents, at the expense of others. I study corruption in the context of Indian electricity and estimate the welfare consequences. Using new administrative billing data and close-election regression discontinuities, I show that billed electricity consumption is lower for constituencies of the winning party by almost 40%, while actual consumption, measured by nighttime lights, is higher. I document the covert way in which politicians subsidize constituents by manipulating bills. These actions have substantial welfare implications, with an efficiency loss of $0.9 billion, leading to unreliable electricity supply and significant negative consequences for development. This deposit contains the data and code for this project.
DOI: 10.3886/e205702v1-167701
title: Data and Code for: The Price of Power: Costs of Political Corruption in Indian Electricity

description: Politicians may target public goods to benefit their constituents, at the expense of others. I study corruption in the context of Indian electricity and estimate the welfare consequences. Using new administrative billing data and close-election regression discontinuities, I show that billed electricity consumption is lower for constituencies of the winning party by almost 40%, while actual consumption, measured by nighttime lights, is higher. I document the covert way in which politicians subsidize constituents by manipulating bills. These actions have substantial welfare implications, with an efficiency loss of $0.9 billion, leading to unreliable electricity supply and significant negative consequences for development. This deposit contains the data and code for this project.
DOI: 10.5281/zenodo.14869808
title: EnzymeExplorer experimental validation raw data

description: This dataset contains files from analytical chemistry experiments supporting EnzymeExplorer's ability to detect terpene synthases.

It includes LC-MS and GC-MS data from metabolic extracts, EI-MS spectra of relevant peaks in GC-MS data, and NMR characterization of isolated terpenes from the A0A5E4I9B1 archaeal terpene synthase.
DOI: 10.5281/zenodo.14869809
title: EnzymeExplorer experimental validation raw data

description: This dataset contains files from analytical chemistry experiments supporting EnzymeExplorer's ability to detect terpene synthases.

It includes LC-MS and GC-MS data from metabolic extracts, EI-MS spectra of relevant peaks in GC-MS data, and NMR characterization of isolated terpenes from the A0A5E4I9B1 archaeal terpene synthase.
DOI: 10.15468/dl.84vzn9
title: Occurrence Download

description: A dataset containing 315571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((110.70168 -3.73298,116.88473 -4.53069,118.20747 0.20183,119.43792 0.78628,118.14594 3.36832,119.7763 5.08621,117.03853 7.56252,113.19336 4.04365,109.2559 2.93831,108.64067 -0.53643,110.70168 -3.73298))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 315571 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000010-250214093936778/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tyns4
title: Occurrence Download

description: A dataset containing 1150262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "not" : {
 "ClassKey" : [
 "is one of (Aves, Mammalia)"
 ]
 }
 },
 "Geometry POLYGON((38.000 85.000, -27.000 85.000, -27.000 56.000, 38.000 56.000, 38.000 85.000))",
 "Year 1930-1939"
 ]
}

 The dataset includes 1150262 records from 546 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000003-250214092317817/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrzysy
title: Occurrence Download

description: A dataset containing 260394 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Terrestrial and limnic invertebrates systematic collection, NTNU University Museum"
 ]
}

 The dataset includes 260394 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019834-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwqzux
title: Occurrence Download

description: A dataset containing 260793 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CAS Invertebrate Zoology (IZ)"
 ]
}

 The dataset includes 260793 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019833-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gunbns
title: Occurrence Download

description: A dataset containing 2322 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Loxopterygium huasango Spruce ex Engl.",
 "TaxonKey is Guazuma ulmifolia Wall., 1829",
 "TaxonKey is Leucaena trichodes (Jacq.) Benth.",
 "TaxonKey is Tabebuia chrysantha (Jacq.) Nicholson",
 "TaxonKey is Triplaris cumingiana Fisch. & C.A.Mey. ex C.A.Mey.",
 "TaxonKey is Simira ecuadorensis (Standl.) Steyerm.",
 "TaxonKey is Bursera graveolens (Kunth) Triana & Planch.",
 "TaxonKey is Bauhinia aculeata Vell.",
 "TaxonKey is Trichilia hirta L.",
 "TaxonKey is Acacia macracantha Humb. & Bonpl. ex Willd.",
 "TaxonKey is Cochlospermum vitifolium (Willd.) Spreng.",
 "TaxonKey is Carica parviflora (A.DC.) Solms",
 "TaxonKey is Piscidia carthagenensis Jacq.",
 "TaxonKey is Erythroxylum glaucum O.E.Schulz.",
 "TaxonKey is Erythrina velutina Willd.",
 "TaxonKey is Cavanillesia platanifolia (Humb. & Bonpl.) Kunth",
 "TaxonKey is Machaerium millei Standl.",
 "TaxonKey is Phyllanthus mocinianus Baill.",
 "TaxonKey is Ziziphus thyrsiflora Benth.",
 "TaxonKey is Delostoma integrifolium D.Don",
 "TaxonKey is Hura crepitans L.",
 "TaxonKey is Geoffroea spinosa Jacq.",
 "TaxonKey is Achatocarpus nigricans Triana",
 "TaxonKey is Caesalpinia glabrata Kunth",
 "TaxonKey is Terminalia oblonga",
 "TaxonKey is Eriotheca ruizii (K.Schum.) A.Robyns",
 "TaxonKey is Ceiba trischistandra (A.Gray) Bakh.",
 "TaxonKey is Tabebuia billbergii (Bureau & K.Schum.) Standl.",
 "TaxonKey is Chloroleucon mangense (Jacq.) Britton & Rose",
 "TaxonKey is Cordia lutea Lam.",
 "TaxonKey is Centrolobium ochroxylum Rose ex Rudd",
 "TaxonKey is Jatropha curcas Wall., 1847",
 "TaxonKey is Prosopis juliflora (Sw.) DC.",
 "TaxonKey is Erythrina smithiana Krukoff",
 "TaxonKey is Handroanthus billbergii (Bureau & K.Schum.) S.O.Grose",
 "TaxonKey is Myroxylon balsamum (L.) Harms",
 "TaxonKey is Rauvolfia tetraphylla L.",
 "TaxonKey is Handroanthus chrysanthus (Jacq.) S.O.Grose"
 ]
 },
 {
 "or" : [
 "Country is Peru",
 "Country is Ecuador"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2322 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003215-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-2180
title: Verified answer and opposition of real party in interest to Board..., 1991-04-15; Transcript, 1991-04-08

description: Verified answer and opposition of real party in interest to Board of Police Commissioners' "Petition for writ of mandate, prohibition, or other appropriate relief, and request for stay"; Memorandum of points and authorities; Exhibit. Board of Police Commissioners of the City of Los Angeles, a municipal board, petitioner vs. Superior Court of the State of California for the County of Los Angeles, respondent. Daryl Gates, Real party in interest. Filed: 1991 April 15. Daryl F. Gates, plaintiff, vs. Board of Police Commissioners, defendents. Transcript of proceedings, 1991 April 8. Also Proof of service, 1991 April 16
DOI: 10.15468/dl.97whux
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dipodomys ingens (Merriam, 1904)"
 ]
}

 The dataset includes 571 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001656-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-2196
title: Verified answer and opposition of real party in interest to Board..., 1991-04-15; Transcript, 1991-04-08

description: Verified answer and opposition of real party in interest to Board of Police Commissioners' "Petition for writ of mandate, prohibition, or other appropriate relief, and request for stay"; Memorandum of points and authorities; Exhibit. Board of Police Commissioners of the City of Los Angeles, a municipal board, petitioner vs. Superior Court of the State of California for the County of Los Angeles, respondent. Daryl Gates, Real party in interest. Filed: 1991 April 15. Daryl F. Gates, plaintiff, vs. Board of Police Commissioners, defendents. Transcript of proceedings, 1991 April 8. Also Proof of service, 1991 April 16
DOI: 10.15468/dl.9tamcu
title: Occurrence Download

description: A dataset containing 1812 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "HasGeospatialIssue is false",
 "HasGeospatialIssue is true"
 ]
 },
 "Geometry POLYGON((-66.5 -32.5,-66.5 -33.5,-65.5 -33.5,-65.5 -32.5,-66.5 -32.5))"
 ]
}

 The dataset includes 1812 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003215-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2c3nn
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Attalea cohune Mart."
 ]
}

 The dataset includes 37 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000419-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-2111
title: Verified answer and opposition of real party in interest to Board..., 1991-04-15; Transcript, 1991-04-08

description: Verified answer and opposition of real party in interest to Board of Police Commissioners' "Petition for writ of mandate, prohibition, or other appropriate relief, and request for stay"; Memorandum of points and authorities; Exhibit. Board of Police Commissioners of the City of Los Angeles, a municipal board, petitioner vs. Superior Court of the State of California for the County of Los Angeles, respondent. Daryl Gates, Real party in interest. Filed: 1991 April 15. Daryl F. Gates, plaintiff, vs. Board of Police Commissioners, defendents. Transcript of proceedings, 1991 April 8. Also Proof of service, 1991 April 16
DOI: 10.15468/dl.vwd8mx
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Incilius tutelarius (Mendelson, 1997)"
 ]
}

 The dataset includes 165 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003215-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.