cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/7zk2-rx67
title: Measurement of 1-methylnaphthalene at Chilbolton Observatory

description: Measurement of 1-methylnaphthalene at Chilbolton Observatory
DOI: 10.48597/8336-8rxy
title: Measurement of pH at Chilbolton Observatory

description: Measurement of pH at Chilbolton Observatory
DOI: 10.48597/8cw6-uz59
title: Measurement of Acenaphthylene at Chilbolton Observatory

description: Measurement of Acenaphthylene at Chilbolton Observatory
DOI: 10.48597/9cjz-hbzy
title: Measurement of 4-5-methylenephenanthrene at Chilbolton Observatory

description: Measurement of 4-5-methylenephenanthrene at Chilbolton Observatory
DOI: 10.48597/9dwa-h54t
title: Measurement of Sulphate_corrected at Esrange

description: Measurement of Sulphate_corrected at Esrange
DOI: 10.48597/9wky-25dv
title: Measurement of Anthracene at Chilbolton Observatory

description: Measurement of Anthracene at Chilbolton Observatory
DOI: 10.48597/ab3b-phej
title: Measurement of Fluorene at Niembro

description: Measurement of Fluorene at Niembro
DOI: 10.48597/acm3-hdq6
title: Measurement of Cholanthrene at Chilbolton Observatory

description: Measurement of Cholanthrene at Chilbolton Observatory
DOI: 10.48597/ar3j-hnx8
title: Measurement of Retene at Chilbolton Observatory

description: Measurement of Retene at Chilbolton Observatory
DOI: 10.48597/b93g-u8yq
title: Measurement of HCBD at Alert

description: Measurement of HCBD at Alert
DOI: 10.48597/bd3j-acch
title: Measurement of Benzo_b_naphtho_21_d_thiophene at Chilbolton Observatory

description: Measurement of Benzo_b_naphtho_21_d_thiophene at Chilbolton Observatory
DOI: 10.48597/bfrm-wqnj
title: Measurement of Phenanthrene at Chilbolton Observatory

description: Measurement of Phenanthrene at Chilbolton Observatory
DOI: 10.48597/bym3-s8dg
title: Measurement of Benzo_ghi_perylene at Chilbolton Observatory

description: Measurement of Benzo_ghi_perylene at Chilbolton Observatory
DOI: 10.48597/d49v-gcvk
title: Measurement of Sodium at Tjeldbergodden

description: Measurement of Sodium at Tjeldbergodden
DOI: 10.48597/dr3z-ggw5
title: Measurement of Benz_a_anthracene at Chilbolton Observatory

description: Measurement of Benz_a_anthracene at Chilbolton Observatory
DOI: 10.48597/e45m-7pfy
title: Measurement of Benzo_b_fluoranthene at Auchencorth Moss

description: Measurement of Benzo_b_fluoranthene at Auchencorth Moss
DOI: 10.48597/efet-vagf
title: Measurement of Dibenzo_ah_pyrene at Chilbolton Observatory

description: Measurement of Dibenzo_ah_pyrene at Chilbolton Observatory
DOI: 10.48597/epvj-whyz
title: Measurement of Sodium at Andøya

description: Measurement of Sodium at Andøya
DOI: 10.48597/f2c6-n9wb
title: Measurement of Heavy metals at Campisabalos

description: Measurement of Heavy metals at Campisabalos
DOI: 10.48597/f2jf-zx84
title: Measurement of Benzo_j_fluoranthene at Chilbolton Observatory

description: Measurement of Benzo_j_fluoranthene at Chilbolton Observatory
DOI: 10.48597/fep9-axrm
title: Measurement of Anthanthrene at Chilbolton Observatory

description: Measurement of Anthanthrene at Chilbolton Observatory
DOI: 10.48597/fwha-5pt5
title: Measurement of Dibenzo_ah_anthracene at Auchencorth Moss

description: Measurement of Dibenzo_ah_anthracene at Auchencorth Moss
DOI: 10.48597/g45w-7wz5
title: Measurement of Ammonium at Campisabalos

description: Measurement of Ammonium at Campisabalos
DOI: 10.15468/dl.hvy9mr
title: Occurrence Download

description: A dataset containing 52055 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PaDIL Bee records"
 ]
}

 The dataset includes 52055 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073854-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fz6qjq
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perodicticus edwardsi Bouvier, 1879"
 ]
}

 The dataset includes 130 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346329-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6jyvp
title: Occurrence Download

description: A dataset containing 24517 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cucumis sativus L."
 ]
}

 The dataset includes 24517 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108485-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wta7dv
title: Occurrence Download

description: A dataset containing 18093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orobanche elatior Sutton, Orobanche hederae Duby)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 18093 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323293-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.su62f9
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cucumis metuliferus E.Mey. ex Schrad."
 ]
}

 The dataset includes 377 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108472-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnrxtx
title: Occurrence Download

description: A dataset containing 66530 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mammals Specimens"
 ]
}

 The dataset includes 66530 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324577-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5kaf5
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((70.89804 17.9,117.57843 17.9,117.57843 38.43235,70.89804 38.43235,70.89804 17.9))",
 "TaxonKey is Ailurus fulgens F.G.Cuvier, 1825"
 ]
}

 The dataset includes 48 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010360-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpxvsb
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichys fasciculata (Shaw, 1801)"
 ]
}

 The dataset includes 80 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346352-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqrhs2
title: Occurrence Download

description: A dataset containing 628 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus crenatus Schult."
 ]
}

 The dataset includes 628 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073889-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unje4m
title: Occurrence Download

description: A dataset containing 972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Ixodida"
 ]
}

 The dataset includes 972 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0375099-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q56ux8
title: Occurrence Download

description: A dataset containing 168574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Notiochelidon cyanoleuca (Vieillot, 1817)"
 ]
}

 The dataset includes 168574 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010428-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kw5aw
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thylamys cinderella (Thomas, 1902))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073843-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erf427
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Libythea celtis (Füssly, 1782)",
 "Country is one of (Switzerland)"
 ]
}

 The dataset includes 128 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346360-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vg5twc
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepus yarkandensis Günther, 1875)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073884-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eh2x6
title: Occurrence Download

description: A dataset containing 1485 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((57.83371 23.91639,57.83263 23.78627,58.34292 23.78627,58.34345 23.91264,57.83371 23.91639))"
 ]
}

 The dataset includes 1485 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0392459-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asn7nb
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Nehalennia pallidula Calvert, 1913)"
 ]
}

 The dataset includes 510 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010459-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asnpkb
title: Occurrence Download

description: A dataset containing 544160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Limnoperna fortunei (Dunker, 1857), Rana catesbeiana Shaw, 1802, Hypophthalmichthys nobilis (Richardson, 1845), Hypophthalmichthys molitrix (Valenciennes, 1844), Hypopthalmichthys molitrix (Valenciennes, 1844), Hypothalmichthys molitrix (Valenciennes, 1844), Lithobates catesbeianus (Shaw, 1802), Lithobates catesbiana (Shaw, 1802), Dreissena polymorpha (Pallas, 1771), Dreissena polymorpha (Pallas, 1771), Dreissensia polymorpha (Pallas, 1771), Potamopyrgus antipodarum (J.E.Gray, 1843), Mylopharyngodon piceus (Richardson, 1846), Mylopharyngodon pisceus (Richardson, 1846), Ctenopharyngodon idella (Valenciennes, 1844), Ctenopharyngodon idellus (Valenciennes, 1844), Ctenopharyngodon idellos (Valenciennes, 1844), Ctenopharingodon idella (Valenciennes, 1844), Ctenopharingodon idellus (Valenciennes, 1844), Ctenopharygodon idella (Valenciennes, 1844), Cyprinus carpio Linnaeus, 1758, Cyprinus capito Güldenstädt, 1773, Cyprinus capito Scopoli, 1786, Carassius auratus (Linnaeus, 1758), Carasius auratus (Linnaeus, 1758), Lepomis macrochirus Rafinesque, 1819, Lepomis macrochira Rafinesque, 1819)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 544160 records from 892 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318808-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17603391
title: Russian word2vec embeddings trained on OpenSubtitles Part 2

description: This dataset contains the subs2vec embeddings for Russian, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.5281/zenodo.17603392
title: Russian word2vec embeddings trained on OpenSubtitles Part 2

description: This dataset contains the subs2vec embeddings for Russian, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.15468/dl.bujem8
title: Occurrence Download

description: A dataset containing 116873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Avena barbata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 116873 records from 933 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014665-251120083545085/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.30740669
title: Save the Bees: Long-Term Agricultural & Pollinator Dynamics Dataset (1980–2024)

description: This dataset compiles multi-decadal information (1980–2024) on agricultural production, climate indicators, pesticide usage, and honey-bee colony dynamics across the United States.<br>It was developed as part of an internal pilot study on long-term pollinator decline and its relationship with intensive agricultural practices.The dataset integrates four major components:<b>1. Honey Bee Colony Statistics</b>Annual and quarterly estimates of colony counts, colony losses, renovation rates, and presence of stressors (varroa mites, diseases, parasites, pesticides exposure).<br>Data were harmonized from multiple regional survey programs and digitized archival reports.<b>2. Agricultural Production</b>Crop yield data (hg/ha), fertilizer and pesticide usage metrics, cultivated area, and associated agronomic variables.<br>These were aggregated from state-level agricultural monitoring programs and standardized to ensure comparability over time.<b>3. Climate and Environmental Indicators</b>Annual averages of temperature, precipitation, and extreme-weather incidence based on state-level agro-meteorological stations.<b>4. Derived Indicators</b>Several calculated fields are included to support modeling and forecasting tasks, such as:colony loss ratiospesticide-intensity indexesyield-per-unit-inputmulti-year moving averagesstressor-interaction indicators<b>Intended Use</b>This dataset is suitable for:regression modelingtime-series forecastingsimulation studiesenvironmental impact assessmentteaching and academic exercisesThe dataset does <b>not</b> contain sensitive information and was compiled solely for research and educational purposes.
DOI: 10.6084/m9.figshare.30740669.v1
title: Save the Bees: Long-Term Agricultural & Pollinator Dynamics Dataset (1980–2024)

description: This dataset compiles multi-decadal information (1980–2024) on agricultural production, climate indicators, pesticide usage, and honey-bee colony dynamics across the United States.<br>It was developed as part of an internal pilot study on long-term pollinator decline and its relationship with intensive agricultural practices.The dataset integrates four major components:<b>1. Honey Bee Colony Statistics</b>Annual and quarterly estimates of colony counts, colony losses, renovation rates, and presence of stressors (varroa mites, diseases, parasites, pesticides exposure).<br>Data were harmonized from multiple regional survey programs and digitized archival reports.<b>2. Agricultural Production</b>Crop yield data (hg/ha), fertilizer and pesticide usage metrics, cultivated area, and associated agronomic variables.<br>These were aggregated from state-level agricultural monitoring programs and standardized to ensure comparability over time.<b>3. Climate and Environmental Indicators</b>Annual averages of temperature, precipitation, and extreme-weather incidence based on state-level agro-meteorological stations.<b>4. Derived Indicators</b>Several calculated fields are included to support modeling and forecasting tasks, such as:colony loss ratiospesticide-intensity indexesyield-per-unit-inputmulti-year moving averagesstressor-interaction indicators<b>Intended Use</b>This dataset is suitable for:regression modelingtime-series forecastingsimulation studiesenvironmental impact assessmentteaching and academic exercisesThe dataset does <b>not</b> contain sensitive information and was compiled solely for research and educational purposes.
DOI: 10.15468/dl.52ckkj
title: Occurrence Download

description: A dataset containing 164884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -20.914722",
 "DecimalLatitude is less than or equal to -15.914722",
 "DecimalLongitude is greater than or equal to -70.0",
 "DecimalLongitude is less than or equal to -65.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 164884 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014668-251120083545085/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.30740672
title: Comprehensive Patent Dataset on E-Business Technologies in Entrepreneurship

description: This dataset is derived from a large-scale retrieval of patent metadata on <i>e-business in entrepreneurship</i> collected from Lens.org. The dataset spans the period 1976–2024 and captures global patenting activity related to digital business innovation within entrepreneurial contexts. The collection contains 58,830 individual patent records presented in CSV format to ensure broad interoperability across analytical environments.The dataset includes structured bibliographic fields that reflect the lifecycle of patent documents. These fields cover jurisdiction, patent kind, Lens ID, publication date, publication year, application number, application date, priority numbers, and earliest priority date. Descriptive information is also provided through fields such as title, abstract, applicants, inventors, and owners. Additional fields support advanced patent analytics, including document type, full-text availability, citation data, simple and extended patent families, family jurisdictions, sequence counts, CPC classifications, IPCR classifications, and US classifications.Non-patent literature (NPL) citation fields are included to enable examination of scientific and technological linkages. Legal status indicators appear throughout the records to support assessments of protection trajectories associated with digital business inventions. The dataset is structured to accommodate patent landscape methodologies commonly used in innovation studies, entrepreneurship research, and intellectual property analysis. All metadata is traceable to its original source through persistent Lens.org URLs, which strengthens verification and reproducibility.This dataset serves as a comprehensive resource for mapping global intellectual property trends in entrepreneurial e-business. It enables researchers to explore technological pathways, regional patterns, and emerging clusters of digital innovation. Its structure supports a wide spectrum of analytical approaches across patent analytics, entrepreneurship, and digital-economy research.