cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30787196.v1
title: SLR Matrix Data Set - PjBL in TVET

description: This dataset contains a synthesis matrix of 67 international scientific articles related to Project-Based Learning (PjBL) in vocational and higher engineering education collected through a Systematic Literature Review process. Each article entry is documented in a structured format that includes bibliometric information (author, year, journal, DOI), educational context (TVET, engineering, vocational high school, STEM, ICT, CAD-CAM-CAE, civil/mechanical/electrical engineering), the soft skills studied (creativity, communication, collaboration, critical thinking, teamwork, leadership, problem-solving, digital literacy), and a summary of the research results and main findings. The variable categories in the dataset allow for analysis of PjBL research patterns, 21st-century skills development trends, and comparison of the effectiveness of implementation models across countries, educational levels, and engineering domains. This dataset can be used for meta-analysis, further systematic reviews, research gap mapping, and recommendations for developing project-based vocational learning models.
DOI: 10.5281/zenodo.17812850
title: RESPOND WP2.3 Political Corruption Cases

description: The database contains cases of political corruption related to lobbying activities, political financing, revolving doors, personal connections, and media (specifically, media capture). Cases of political corruption are primarily drawn from open sources and academic literature, with a geographical representation of events that occurred in 15 different countries in Europe and beyond. The dataset reports a wide range of features and characteristics of the included episodes of corruption, including actor types, sub-types of corruption, legal and informal consequences faced, the means by which it was uncovered, and the involvement of digital technologies.
DOI: 10.5281/zenodo.17812851
title: RESPOND WP2.3 Political Corruption Cases

description: The database contains cases of political corruption related to lobbying activities, political financing, revolving doors, personal connections, and media (specifically, media capture). Cases of political corruption are primarily drawn from open sources and academic literature, with a geographical representation of events that occurred in 15 different countries in Europe and beyond. The dataset reports a wide range of features and characteristics of the included episodes of corruption, including actor types, sub-types of corruption, legal and informal consequences faced, the means by which it was uncovered, and the involvement of digital technologies.
DOI: 10.5281/zenodo.17810528
title: United States Water Quality Monitoring Data (2020–2025): Trace Metals and Physicochemical Parameters

description: This dataset contains aggregated water quality monitoring data from 47 states across the United States, covering the period from January 1, 2020, to October 20, 2025. The dataset includes 66,772 records collected from 13,195 unique monitoring locations. It focuses on key physicochemical parameters and trace metals, making it suitable for environmental analysis, hydrological studies, and water quality assessments.

 

Measured Parameters:





Trace Metals: Arsenic (As), Iron (Fe), Manganese (Mn)




Physicochemical: pH, Temperature, Dissolved Oxygen (DO), Conductivity



Spatial Coverage:





Region: United States (47 States + DC)




Coordinates: Includes Latitude and Longitude for each monitoring site.



Data Structure: The data is provided in CSV format with columns for State, Monitoring Location Identifier, Activity Start Date, Geographic Coordinates, and measurement values for the listed parameters.
DOI: 10.5281/zenodo.17810529
title: United States Water Quality Monitoring Data (2020–2025): Trace Metals and Physicochemical Parameters

description: This dataset contains aggregated water quality monitoring data from 47 states across the United States, covering the period from January 1, 2020, to October 20, 2025. The dataset includes 66,772 records collected from 13,195 unique monitoring locations. It focuses on key physicochemical parameters and trace metals, making it suitable for environmental analysis, hydrological studies, and water quality assessments.

 

Measured Parameters:





Trace Metals: Arsenic (As), Iron (Fe), Manganese (Mn)




Physicochemical: pH, Temperature, Dissolved Oxygen (DO), Conductivity



Spatial Coverage:





Region: United States (47 States + DC)




Coordinates: Includes Latitude and Longitude for each monitoring site.



Data Structure: The data is provided in CSV format with columns for State, Monitoring Location Identifier, Activity Start Date, Geographic Coordinates, and measurement values for the listed parameters.
DOI: 10.17026/ar/oukotn
title: PAN-00105688 - coin/coin-related, P. Clodius M.f. Turrinus, denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105688&lt;/p&gt;
description: Modified: 2025-07-07T07:12:45+02:00
DOI: 10.5281/zenodo.17814777
title: Agri-food waste to phenolic compounds: Life cycle and eco-efficiency - Supplementary material

description: These files are the supplementary material for the article: Agri-food waste to phenolic compounds: Life cycle and eco-efficiency assessments. They contain the inventories and the life cycle and eco-efficiency assessments
DOI: 10.5281/zenodo.17814778
title: Agri-food waste to phenolic compounds: Life cycle and eco-efficiency - Supplementary material

description: These files are the supplementary material for the article: Agri-food waste to phenolic compounds: Life cycle and eco-efficiency assessments. They contain the inventories and the life cycle and eco-efficiency assessments
DOI: 10.5281/zenodo.17814897
title: Chip testing data for NB-LDPC chip designed by Peking University
DOI: 10.15468/dl.3gx726
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arboricolonus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028044-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxm528
title: Occurrence Download

description: A dataset containing 1499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is THA.11.10_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1499 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028045-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17814848
title: Open Germline Receptor Database (OGRDB) Archive

description: Periodic archive of the OGRDB database
DOI: 10.15468/dl.uwupur
title: Occurrence Download

description: A dataset containing 16651577 records in GBIF matching the query:
SELECT taxonid, scientificnameid, scientificName, acceptedScientificName, taxonomicstatus FROM occurrence WHERE class = 'Insecta' AND taxonomicstatus NOT LIKE 'ACCEPTED'

 The dataset's 16651577 records were derived from 12334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028031-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdpr9c
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Giraffa camelopardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 261 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112264-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ut5qk3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia tetramerioides Mart.Gord., Fragoso & García-Peña"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196576-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzsftc
title: Occurrence Download

description: A dataset containing 5607 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Costa Rica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pulsatrix perspicillata (Latham, 1790)"
 ]
}

 The dataset includes 5607 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112671-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dykc87
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synostemon crassifolius (Müll.Arg.) I.Telford & Pruesapan"
 ]
}

 The dataset includes 43 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196577-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd8bbx
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "Country is Korea, Republic of",
 "TaxonKey is one of (Carduus crispus L.)"
 ]
}

 The dataset includes 598 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031955-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z67abv
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chrysina macropus (Francillon, 1795)"
 ]
}

 The dataset includes 184 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082271-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2hkyd
title: Occurrence Download

description: A dataset containing 1026 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Determinación del estado de las poblaciones silvestres del cocodrilo de pantano (Crocodylus moreletii) en México y evaluación de su estatus en la CITES"
 ]
}

 The dataset includes 1026 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127540-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2qtph
title: Occurrence Download

description: A dataset listing the 25589 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset's 25589 records were derived from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087228-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utcfzy
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "Country is Korea, Republic of",
 "TaxonKey is one of (Bidens pilosa L.)"
 ]
}

 The dataset includes 276 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031934-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36ayuz
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megalaima zeylanica (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 298 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118360-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2c4nh
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vampyrum spectrum (Linnaeus, 1758)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 110 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008941-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djawq5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "Country is Korea, Republic of",
 "TaxonKey is one of (Anthemis arvensis L.)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031913-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96cyxn
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Ecuador",
 "TaxonKey is Caiman crocodilus (Linnaeus, 1758)"
 ]
}

 The dataset includes 42 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132653-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eln8n
title: Occurrence Download

description: A dataset containing 3583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year 2008-2018",
 "TaxonKey is Hoplodrina ambigua (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 3583 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008941-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyrkkc
title: Occurrence Download

description: A dataset containing 868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiropterotriton dimidiatus (Taylor, 1940)"
 ]
}

 The dataset includes 868 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124252-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sn9m8
title: Occurrence Download

description: A dataset containing 740 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Nannopsittaca dachilleae O'Neill, Munn & Franke, 1991"
 ]
}

 The dataset includes 740 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031916-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhlowg
title: Occurrence Download

description: A dataset containing 765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-75.50526 10.45608,-75.56019 10.43987,-75.5547 10.41556,-75.56705 10.38855,-75.53547 10.38247,-75.51968 10.38719,-75.5135 10.34262,-75.4929 10.33586,-75.46337 10.36153,-75.44895 10.38719,-75.45101 10.42974,-75.47161 10.43987,-75.4874 10.41691,-75.50526 10.45608))",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "TaxonKey is Psittaciformes",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 765 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008941-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyvfpz
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Meridiastra modesta (Verrill, 1867)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100630-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7q8caa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinops armenus Grossh."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031920-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjutap
title: Occurrence Download

description: A dataset containing 537174 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "CoordinateUncertaintyInMeters 0.0-9959.0",
 "TaxonKey is Coccinellidae",
 "Year 1970-2020"
 ]
}

 The dataset includes 537174 records from 533 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067740-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74xfch
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichotosia mcgregorii (Ames) Schuit. & de Vogel"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131574-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8ck4e
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Megalaima viridis (Boddaert, 1783)"
 ]
}

 The dataset includes 114 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118361-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.isvxwb
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Miconia goniostigma Triana"
 ]
}

 The dataset includes 107 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008942-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upb633
title: Occurrence Download

description: A dataset containing 1230 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "Country is Korea, Republic of",
 "TaxonKey is one of (Bidens frondosa L.)"
 ]
}

 The dataset includes 1230 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031928-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wxh6m
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tritoniopsis pulchra (Baker) Goldblatt"
 ]
}

 The dataset includes 176 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131575-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmnj9k
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is UKR",
 "TaxonKey is Bufotes viridis (Laurenti, 1768)"
 ]
}

 The dataset includes 64 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127541-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4667gb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinops austroiranicus Mozaff."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031932-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ixxjkf
title: Occurrence Download

description: A dataset containing 2877 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lista patrón de los tiburones, rayas y quimeras (Chondrichthyes, Elasmobranchii, Holocephali) de México"
 ]
}

 The dataset includes 2877 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008942-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.