cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/c1252fb5-8075-431c-a78b-1c1d8da37c5e
title: Invertebrate fossil occurrences from the Cretaceous Lopez de Bertodano Formation (Maastrichtian), Seymour Island, housed in the Paleontological Research Institution (PRI), Ithaca, NY

description: This dataset contains fossil occurrence data from the Cretaceous López de Bertodano Formation (Maastrichtian), on Seymour Island, compiled in August 2022. Fossils were collected by Carlos Macellari and William Zinsmeister over several field seasons in the 1980s, and are presently (since 2010) reposited in the Paleontological Research Institution, Ithaca, NY. Data in this spreadsheet are presented by locality (station number, as compiled by PRI), with fossils identified at the family level.

This work has been supported by Natural Environment Research Council (NERC) Independent Research Fellowship NE/S014756/1, awarded to EM. TMK is funded by a Cambridge International and Newnham College Scholarship, administered by Cambridge Trust. The Newnham College United States Travel Bursary funded TMK's visit to the PRI Collections. RJW and HJG are funded by UK Research and Innovation (UKRI) Future Leaders Fellowship MR/W01002X/1 "The past, present and future of unique cold-water benthic (seafloor) ecosystems in the Southern Ocean" awarded to RJW. HJG is also funded by BIOPOLE, under the National Capability Science Multi-Centre award scheme (NC-SM2).
description: Data was compiled during a visit to the Paleontological Research Institution's Zinsmeister Collection in August 2022, where all specimens in the Maastrichtian López de Bertodano Formation (LBF) were counted. Specimens in the Zinsmeister Collection are identified to species level, as identified by the original fossil collectors. However due to subsequent changes in certain taxonomy, and some misidentification of specimens by the original collectors, all records in this dataset were coarsened to Family level identifications. Data is presented by PRI's station number, and the geographic coordinates of each station is provided. The LBF is informally divided into mapping units, called KLBs 2-10 (an acronym for Cretaceous López de Bertodano), with KLB 2 being the oldest, and KLB 10 the youngest. The KLB number of each station was assigned by TMK by georeferencing the latest Geological Map of Seymour Island (Montes et al., 2019) with the station coordinates in GIS.
description: Data was processed in R Studio, version 2024.09.0
description: Due to taxonomic uncertainties, all records were coarsened to Family level identifications
DOI: 10.17026/ar/easi4k
title: PAN-00108215 - coin/coin-related, Nero (54-68), denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00108215&lt;/p&gt;
description: Modified: 2025-06-17T08:11:24+02:00
DOI: 10.15468/dl.4c2qck
title: Occurrence Download

description: A dataset containing 5185200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5185200 records from 1039 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049498-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gweq7a
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clathrotropis brunnea"
 ]
}

 The dataset includes 475 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049520-251120083545085/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.30870452.v1
title: <b>Abundant </b><b>surface r</b><b>esins </b><b>present </b><b>on Middle Devonian land plant</b><b>s</b>

description: we reveal that substantial amounts of diterpenoid resins were already present on the surface of Middle Devonian land plants. These surface resins, preserved alongside plant cuticles, are rich in nonvolatile tetracyclic diterpenoids and likely played a crucial role in facilitating terrestrial colonization by forming an antitranspirant barrier on the surfaces of early herbaceous plants. These findings not only markedly push back the timeline for the emergence of the earliest resin-producing plants, but also provide valuable insights into the adaptive strategies of early terrestrial flora. Moreover, our results suggest an evolutionary transition from surface to internal resins, revealing a more complex history of resin biosynthesis than previously recognized.
DOI: 10.5281/zenodo.17911724
title: Ontological Framework for Advancing Sustainable PVC Material Science: A Study Using Granta EduPack, Big Data Analytics, and Protégé for Innovation and Environmental Responsibility.

description: This upload presents an ontological framework that integrates lifecycle simulation, Big Data analytics, and semantic reasoning. Protégé-based ontology modelling, combined with SWRL rules and SPARQL queries, is used to systematically map sustainability challenges across the PVC lifecycle.
DOI: 10.5281/zenodo.17911723
title: Ontological Framework for Advancing Sustainable PVC Material Science: A Study Using Granta EduPack, Big Data Analytics, and Protégé for Innovation and Environmental Responsibility.

description: This upload presents an ontological framework that integrates lifecycle simulation, Big Data analytics, and semantic reasoning. Protégé-based ontology modelling, combined with SWRL rules and SPARQL queries, is used to systematically map sustainability challenges across the PVC lifecycle.
DOI: 10.15468/dl.w74ajq
title: Occurrence Download

description: A dataset containing 5173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chelonia mydas",
 "Year 2025-2025"
 ]
}

 The dataset includes 5173 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049521-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/5hnega
title: PAN-00028405 - base fragment (glass vessel)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00028405&lt;/p&gt;
description: Modified: 2025-08-14T10:25:03+02:00
DOI: 10.5281/zenodo.17743032
title: Reproduced Preprocessed Outputs Dataset

description: This dataset contains preprocessed outputs used for reproducing the analysis of "An evaluation methodology for machine learning-based tandem mass spectra similarity prediction" (BMC Bioinformatics, 2025).

Files are provided in split format due to size restrictions.

Detailed usage and recombination instructions are included in about.md.
DOI: 10.5281/zenodo.17743031
title: Reproduced Preprocessed Outputs Dataset

description: This dataset contains preprocessed outputs used for reproducing the analysis of "An evaluation methodology for machine learning-based tandem mass spectra similarity prediction" (BMC Bioinformatics, 2025).

Files are provided in split format due to size restrictions.

Detailed usage and recombination instructions are included in about.md.
DOI: 10.5281/zenodo.17913079
title: Annotated images when searching for intruders on top of the train for Use Case 8

description: Annotated images when searching for intruders on top of the train for Use Case 8
DOI: 10.5281/zenodo.17913080
title: Annotated images when searching for intruders on top of the train for Use Case 8

description: Annotated images when searching for intruders on top of the train for Use Case 8
DOI: 10.5281/zenodo.17913039
title: MyBAD: Malaysian Bird Activity Detection Dataset

description: MyBAD (Malaysian Bird Activity Detection) is a large-scale audio dataset for Edge AI bird detection, comprising 25,000 positive (bird-present) and 25,000 negative (bird-absent) 3-second WAV clips sampled at 16 kHz. The dataset represents all available bird sound samples from Xeno-canto recordings in Malaysia up to November 2025.

The dataset is designed for automated bird activity detection, biodiversity monitoring, and real-time acoustic sensing on low-power devices, and is fully machine-learning–ready.

Positive samples were extracted from Xeno-canto recordings of Malaysian bird species by selecting the highest-energy 3-second segment from each source recording. Negative samples originate mainly from the BirdCLEF “BAD” competition (BirdVox, Freefield1010, Warblr) and are supplemented with non-bird environmental audio from ESC50, FSC22 and DataSEC datasets.

Released under CC BY 4.0, MyBAD provides an open, reproducible resource for developing Edge AI models for tropical bird monitoring and acoustic biodiversity assessment.

Note: This dataset will be formally described in a forthcoming paper introducing the dataset and companion featherweight bird-activity detector.
DOI: 10.15468/dl.69nkyj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ITA.15_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cystopteris dickieana"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049522-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4ymuy
title: Occurrence Download

description: A dataset containing 58930 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is one of (be281c7f-7c79-4152-886d-306804ad4d8c)"
 ]
}

 The dataset includes 58930 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049518-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5167/uzh-280851
title: La politica interna ed estera di Taiwan sotto la presidenza di Lai Ching-te

description: Con l’elezione di Lai Ching-te (anche noto in occidente come William Lai) alla presidenza nel gennaio 2024, Taiwan ha imboccato un sentiero complesso in un contesto interno ed esterno in rapida evoluzione. Esponente di primo piano del Partito progressista democratico (Dpp), già premier (2017-19) e vicepresidente (2020-24), Lai ha vinto con il 40% dei consensi, mantenendo la linea della sua predecessora Tsai Ing-wen: difendere la sovranità de facto dell’isola senza provocare un’escalation con la Cina. Tuttavia, la retorica di Pechino nei suoi confronti è stata particolarmente aggressiva, e il presidente ha dovuto affrontare contemporaneamente un parlamento ostile, tensioni sociali interne, e un aumento delle pressioni militari e diplomatiche da parte di Pechino nel primo anno della presidenza. La linea politica di Lai, pur coerente con il principio secondo cui "Taiwan è già uno stato sovrano", non prevede dichiarazioni di indipendenza formale. Eppure, questo non ha impedito alla Repubblica popolare cinese (Rpc) di dipingerlo come un "separatista pericoloso". In più occasioni, Pechino ha definito le sue affermazioni – ad esempio, che "Taiwan è ovviamente un paese, con un proprio territorio e un proprio popolo" – come "un’eresia" e "una violazione del principio dell’unica Cina"1. Ma la posizione di Lai è in realtà piuttosto prudente: in linea con l'interpretazione mainstream del Dpp, sostiene che lo status quo vada preservato, e che solo i cittadini taiwanesi abbiano il diritto di decidere il proprio futuro.
DOI: 10.15468/dl.8x3a2y
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Finland",
 "TaxonKey is Castor canadensis",
 "Year 2025-2025"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049523-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4za64
title: Occurrence Download

description: A dataset containing 14607 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus terrestris"
 ]
}

 The dataset includes 14607 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049524-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/vwxayl
title: PAN-00111972 - wall fragment (terra sigillata vessel)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00111972&lt;/p&gt;
description: Modified: 2025-09-15T12:12:02+02:00
DOI: 10.6084/m9.figshare.29980012
title: <b>dataset for paper of "Distinguishing invasive from alien plant species reveals the true drivers of the diversity-invasion paradox"</b>

description: <b>This is the dataset for "</b><b>Distinguishing invasive from alien plant species reveals the true drivers of the diversity-invasion paradox</b><b>" paper.</b>
DOI: 10.6084/m9.figshare.29980012.v1
title: <b>dataset for paper of "Distinguishing invasive from alien plant species reveals the true drivers of the diversity-invasion paradox"</b>

description: <b>This is the dataset for "</b><b>Distinguishing invasive from alien plant species reveals the true drivers of the diversity-invasion paradox</b><b>" paper.</b>
DOI: 10.15468/dl.a58c55
title: Occurrence Download

description: A dataset containing 226382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chelonia mydas",
 "Year 2000-2025"
 ]
}

 The dataset includes 226382 records from 349 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049501-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbnppy
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corbicula largillierti (R.A.Philippi, 1844)"
 ]
}

 The dataset includes 98 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029383-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.100134
title: KELLIA_nb_1984_03238

description: Référence : nb_1984_03238<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Appartement de l'Ancien (QR_88); QR_88<br />Type : photographie<br />
DOI: 10.15468/dl.rc0ivm
title: Occurrence Download

description: A dataset containing 78575 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is AM: Freshwater Invertebrates (1900-2005)"
 ]
}

 The dataset includes 78575 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013036-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsmafu
title: Occurrence Download

description: A dataset containing 13469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Chile",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 13469 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033154-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptwcd2
title: Occurrence Download

description: A dataset containing 10930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cantharis livida Linnaeus, 1758)",
 "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 10930 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234557-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xac7b
title: Occurrence Download

description: A dataset containing 36957 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera glazioviana Micheli"
 ]
}

 The dataset includes 36957 records from 585 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033156-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ictkmv
title: Occurrence Download

description: A dataset containing 6224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spinus spinescens (Bonaparte, 1850)"
 ]
}

 The dataset includes 6224 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019726-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6nwvx
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Melilotus officinalis (L.) Pallas, Melilotus officinalis (L.) Lam.)",
 "Year 1950-2023"
 ]
}

 The dataset includes 182 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206474-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fybsd7
title: Occurrence Download

description: A dataset containing 1033 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera grandis (Britton) Rydb."
 ]
}

 The dataset includes 1033 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033162-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1cjjkw
title: Occurrence Download

description: A dataset containing 587 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidothrix coeruleocapilla (Tschudi, 1844)"
 ]
}

 The dataset includes 587 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019717-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jmgfp
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anisopappus davyi S.Moore"
 ]
}

 The dataset includes 62 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199681-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.100133
title: KELLIA_nb_1984_03237

description: Référence : nb_1984_03237<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Enceinte (QR_88); QR_88<br />Type : photographie<br />
DOI: 10.15468/dl.6p9t2q
title: Occurrence Download

description: A dataset containing 22945 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centella asiatica (L.) Urb."
 ]
}

 The dataset includes 22945 records from 477 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033160-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xguqg9
title: Occurrence Download

description: A dataset containing 4992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campylopus atrovirens De Not.)",
 "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 4992 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234494-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.db59c2
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aztecaster matudae (Rzed.) G.L.Nesom"
 ]
}

 The dataset includes 29 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036872-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yliv3h
title: Occurrence Download

description: A dataset containing 73544 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marsh Monitoring Program - Birds"
 ]
}

 The dataset includes 73544 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084893-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.