cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/zkzghjvpn2.5
title: Dataset of Personal Protective Equipment (PPE)

description: Designed for industrial safety applications, this dataset provides high-quality, well-annotated data focusing on the detection of Personal Protective Equipment (PPE) and is particularly suitable for the training and application of computer vision models. The dataset contains 3,212 images of 640×640 pixels and focuses on the detection of PPE, such as the wearing of helmets and reflective undershirts. The data comes from a variety of sources, including public platforms such as GitHub, Kaggle, and Roboflow, as well as real-life photographs from different scenarios, to ensure that the data is diverse and can be adapted to a variety of scenarios and applications.
The dataset is labeled and categorized according to the official YOLO specification, and the data can be directly applied to mainstream object detection frameworks such as YOLOv8 and YOLOv11, making it an important resource for researchers, developers, and practitioners. This dataset can be used to improve industrial safety monitoring systems and enhance construction site safety.
DOI: 10.17632/dn8g2jr32h
title: Genetic and biometric patterns of rangewide divergence of iconic, Tertiary relic broadleaved shrub species Staphylea pinnata - postglacial expansion and humans impact

description: The dataset contains data used for genetic and morphometric analysis of European bladdernut Staphylea pinnata
DOI: 10.17632/dn8g2jr32h.1
title: Genetic and biometric patterns of rangewide divergence of iconic, Tertiary relic broadleaved shrub species Staphylea pinnata - postglacial expansion and humans impact

description: The dataset contains data used for genetic and morphometric analysis of European bladdernut Staphylea pinnata
DOI: 10.15468/dl.evj5gy
title: Occurrence Download

description: A dataset containing 1313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agosia chrysogaster Girard, 1856",
 "Year 1990-2025"
 ]
}

 The dataset includes 1313 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051482-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15313382
title: Weather stations on tropical glaciers: A multivariate dataset for cryospheric and climate research of Peruvian glaciers

description: Daily datasets of four stations located in Huaytapallana, Coropuna, Quelccaya and Quisoqupina.

Data report article: https://doi.org/10.3389/feart.2025.1563983

*Note: Since there are missing hourly data on multiple days, the mean net radiation may not match with Rin-Rout in Quisoquipina and Coropuna stations, the issue does not occur at the hourly level, if its needed we recommend to request the radiation hourly data to the corresponding author (wsuarez@senamhi.gob.pe).
DOI: 10.15468/dl.wd27zb
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051484-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data400
title: Catàleg de recursos de llenguatge jurídic català 2000-2018

description: El Catàleg de recursos de LJC 2000-2018 recull fins a 232 recursos del llenguatge jurídic català publicats en el període 2000-2018 i ofereix opcions de cerca dels recursos segons tretze paràmetres diferents (títol, autor, any de publicació, editor, el sector i la zona geogràfica en què s’ha publicat, el tipus de mitjà, el tipus de font d’informació, el tipus
de recurs i paraula clau; i en el cas de les fonts terminològiques, segons si tenen definicions, exemples i un nombre d’entrades superior o inferior a 6.000 termes). Així mateix, proporciona accés directe als recursos en línia i també conté catorze gràfics que projecten informació d'una forma ben visible i fàcil d'interpretar sobre el panorama actual de recursos del LJC. El Catàleg constitueix un dels resultats de la tesi doctoral "Llenguatge jurídic català: estat de la qüestió i propostes de futur", d'Anna Arnall.

El Catàleg és una eina amb aplicacions al camp de la recerca, la planificació o normalització lingüístiques, la docència, la traducció jurídica i al camp professional del dret, i per tant, és útil a l’investigador que vulgui fer recerca, per exemple, en LJC o lexicografia, ja que permet segmentar de forma automàtica el panorama documental dels recursos del LJC; és interessant per a les institucions amb funcions de planificació o normalització lingüístiques per prendre consciència dels problemes que hi ha en el panorama documental 2000-2018; també fa servei a l’àmbit de la docència, especialment, la docència en jurilingüística, però
també en dret, ja que permet treballar competències relacionades amb la cerca documental i la consulta d’informació lingüística; i finalment, també és una eina de profit per al traductor o el jurista, o qualsevol persona interessada en el LJC, perquè els permet trobar els recursos que necessiten per satisfer les seves necessitats lingüístiques.
description: Consulta el recurs a: http://parles.upf.edu/llocs/adljc
DOI: 10.5281/zenodo.15683702
title: load data
DOI: 10.5281/zenodo.15683703
title: load data
DOI: 10.5281/zenodo.15400007
title: SHACL Dashboard: Analyzing Data Quality Reports over Large-Scale Knowledge Graphs

description: This repository contains the datasets, SHACL shapes graphs, and validation reports used in the evaluation of the SHACL Dashboard (https://github.com/DE-TUM/shacl-dashboard)
DOI: 10.5281/zenodo.15400008
title: SHACL Dashboard: Analyzing Data Quality Reports over Large-Scale Knowledge Graphs

description: This repository contains the datasets, SHACL shapes graphs, and validation reports used in the evaluation of the SHACL Dashboard (https://github.com/DE-TUM/shacl-dashboard)
DOI: 10.15468/dl.b7uyd2
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((28.12413 43.72506,29.86315 43.72506,29.86315 45.46847,28.12413 45.46847,28.12413 43.72506))",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 292 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051486-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntx36m
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pongo pygmaeus (Linnaeus, 1760)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((109.2041 -5.047171, 119.399414 -5.047171, 119.399414 7.013668, 109.2041 7.013668, 109.2041 -5.047171))",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051487-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hjy2rw6ss4
title: High-crystallinity In-Rich InGaN nanotowers grown on Si(111) via MBE as a platform for biosensing applications

description: This dataset provides the structural and electrochemical properties of 3D InGaN nanotowers (NTs) grown on p-Si(111) substrates.
DOI: 10.17632/hjy2rw6ss4.1
title: High-crystallinity In-Rich InGaN nanotowers grown on Si(111) via MBE as a platform for biosensing applications

description: This dataset provides the structural and electrochemical properties of 3D InGaN nanotowers (NTs) grown on p-Si(111) substrates.
DOI: 10.15468/dl.gycv8p
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051490-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pchu6y
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Argentina, unknown or invalid, Paraguay, Uruguay, Ecuador, Bolivia (Plurinational State of), Peru)",
 "TaxonKey is one of (Ceratophrys ornata (Fernicola, 2001), Ceratophrys ornata (Bell, 1843))"
 ]
}

 The dataset includes 347 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051489-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2htc3
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Evidence of a Vulnerable Marine Ecosystem documented via tourist submarine off Cape Well-Met, Vega Island, Eastern Antarctic Peninsula (Subarea 48.1) - data"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051491-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pby32
title: Occurrence Download

description: A dataset containing 6969 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubia tinctorum L."
 ]
}

 The dataset includes 6969 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051492-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqvx6u
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Riama striata (Peters, 1863)"
 ]
}

 The dataset's 3 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051479-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.885995
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Riama striata (Peters, 1863)"
 ]
}

 The dataset includes 200 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051493-250525065834625/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.29339720
title: SUST paper raw data (2025-06-17)

description: Raw data for "Practical way to increase nonlinearity of kinetic inductance of superconductor" manuscript submitted to Superconductor Science and Technology. Preprint is available at arXiv:2504.18997
DOI: 10.6084/m9.figshare.29339720.v1
title: SUST paper raw data (2025-06-17)

description: Raw data for "Practical way to increase nonlinearity of kinetic inductance of superconductor" manuscript submitted to Superconductor Science and Technology. Preprint is available at arXiv:2504.18997
DOI: 10.34810/data401
title: Corpus de catecismos, 1809-1939

description: El corpus reúne siete catecismos históricos en formato .txt, así como los ficheros .xls del análisis efectuado con la aplicación ContaWords. Se añada una hoja indicando las fuentes bibliográficas y los cambios que se han efectuado sobre los textos. El fichero contiene los siguientes catecismos: Catecismo patriótico (1809), Catecismo y esposición breve de la doctrina cristiana (1843) de Gerónimo de Ripalda, Catecismo de la Doctrina Cristiana (1849) de Gaspar Astete, Catecismo patriótico republicano (1888) de Meliton Muñoz y Epelde, Catecismo de la Doctrina Socialista (¿1906?) de Felipe Carretero, Catecismo de los comunistas (1913) de Federico Engels, así como el Catecismo patriótico español (1939), de Menéndez Reigada. Todos los textos se han adaptado a la ortografía actual.
description: Se añade una hoja con los datos bibliográficos.
DOI: 10.15468/dl.95kewp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051496-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1132556
title: Digital Archive from an Archaeological Evaluation at Land at Maldon Wycke, Spital Road, Maldon, Essex, April 2021

description: This collection consists of images, reports, site record data and a vector graphic from an archaeological evaluation by Colchester Archaeological Trust. Work occurred on land at Maldon Wycke, Spital Road, Maldon, Essex, in April 2021.Only two pits were recorded, one medieval to post-medieval in date and one 18th-19th century in date.
DOI: 10.34944/9v6d-pn74
title: Search Methods for Neuropathic Complications in Radial Forearm Free Flap Reconstruction: A Systematic Review
DOI: 10.15468/dl.9feppk
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-64.69408075433029 -32.92393197511372,-60.69408075433028 -32.92393197511372,-60.69408075433028 -28.923931975113717,-64.69408075433029 -28.923931975113717,-64.69408075433029 -32.92393197511372))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paspalum distichum L."
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051498-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86rvyc
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Riama striata (Peters, 1863)"
 ]
}

 The dataset includes 200 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051497-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz3d3y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051500-250525065834625/datasets/export for details.
DOI: 10.15468/dl.3mfb2e
title: Occurrence Download

description: A dataset containing 26357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "Geometry POLYGON((103.62386 22.25610,104.03305 22.25610,104.03305 22.41970,103.62386 22.41970,103.62386 22.25610))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 26357 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051499-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cu684k
title: Occurrence Download

description: A dataset containing 71466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum, Vienna - Herbarium W",
 "Country is one of (Argentina, Bolivia (Plurinational State of), Brazil, Colombia, French Guiana, Guyana, Paraguay, Peru, Suriname, Uruguay, Venezuela (Bolivarian Republic of), Ecuador, Chile)"
 ]
}

 The dataset includes 71466 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051485-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7m4tv
title: Occurrence Download

description: A dataset containing 71466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum, Vienna - Herbarium W",
 "Country is one of (Argentina, Bolivia (Plurinational State of), Brazil, Colombia, French Guiana, Guyana, Paraguay, Peru, Suriname, Uruguay, Venezuela (Bolivarian Republic of), Ecuador, Chile)"
 ]
}

 The dataset includes 71466 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051488-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15683662
title: MSnLib Mass spectral libraries (.mgf and .json)

description: The data for MSnLib are divided into several Zenodo records due to size constraints. 

raw positive: 10966404raw negative: 10967081mzml positive and negative: 10966280spectral libraries: 11163380

This record includes the automatically generated spectral libraries (MSnLib) within mzmine, acquired using a flow injection method on an Orbitrap ID-X instrument, for all compound libraries. There are multiple files for each compound library containing MS2 only or MSn in two data formats (.mgf or .json) for both polarities. 

MS2 contains next to all MS2 spectra all pseudo MS2 spectra (a full MSn tree merged into one spectrum per compound ion). MSn contains all individual MSn stages additionally. The first number for each file highlights the library building date.

9 Compound Libraries:



Short Name: Full name, Provider (Catalog number), total compounds (not all detected during library building)

MCEBIO: Bioactive Compound Library, MedChemExpress (HY-L001), 10,315 compounds

MCESAF: 5k Scaffold Library, MedChemExpress, (HY-L902), 4998 compounds

NIHNP: NIH NPAC ACONN collection of NP, NIH/NCATS, 3988 compounds

OTAVAPEP: Alpha-helix Peptiomimetic Library, OTAVAchemicals (a-helix-Peptido), 1298 compounds

ENAMDISC: Discovery Diversity Set -10, Enamine (DDS-10), 10,240 compounds

ENAMMOL: Carboxylic Acid Fragment Library + Random, Enamine and Molport, 4378 compounds

MCEDRUG: FDA-Approved Drug Library, MedChemExpress (HY-L022), 2610 compounds

MCEDIV_50k_Sub: Subset of 50K Diversity Library, MedChemExpress (HY-L901), 20000 compounds

TargetMolNPHTS: Subset of Natural Product Library for HTS, TargetMol (L6000), 2175 compounds


Information regarding the SPECTYPE



no SPECTYPE or SINGLE_BEST_SCAN: Best spectrum for each precursor and energy (highest TIC)

'SAME_ENERGY' = Additionally, if a spectrum was acquired multiple times for a precursor with the same energy, they are merged into one spectrum only with the same energy (max. signal height used for each fragment signal).

'ALL_ENERGIES' = merged spectrum of all used energies (in our case 3 for each precursor, using the merged (same energy) if available).

'ALL_MSN_TO_PSEUDO_MS2' = mzmine merges all MSn into one pseudo MS2.


 

V5 fixed USIs
DOI: 10.17882/47129
title: EMSO-Ligure Ouest observatory data (mooring ALBATROSS)

description: This is an obsolete version of the EMSO-Ligure Ouest observatory data (mooring ALBATROSS) dataset.
The new versions of this dataset are available freely at : 
 - https://doi.org/10.17882/95265 (2018-05 to 2019-05 data)
 - https://doi.org/10.17882/95264 (2016-10 to 2017-06 data)
 - https://doi.org/10.17882/95263 (2015-06 to 2016-06 data) 
 - https://doi.org/10.17882/95262 (2014-09 to 2015-04 data)
 - https://doi.org/10.17882/99982 (2024-02 to 2025-04 data)  
EMSO-ANTARES (European Multidisciplinary See floor Observatory and water column, ANTARES site) is a second generation permanent submarine observatory deployed offshore of Toulon, France, as a follow up of the pioneering ANTARES neutrino telescope. This submarine network is part of KM3NeT (https://www.km3net.org/) which has a modular topology designed to connect up to 120 neutrino detection units, i.e. ten times more than ANTARES. The Earth and Sea Science (ESS) instrumentation connected to KM3NeT is based on two complementary components: an Instrumented Interface Module (MII) and an autonomous mooring line (ALBATROSS). The ALBATROSS mooring line is an inductive line (2000 m) composed of an acoustic release system, two wire ropes hosting CTD-O2 sensors and currentmeters, and two instrumented buoys, . This line is deployed at a distance of 2-3 kilometers from the MII, and the shore communication is done through an acoustic link with the MII which is linked to the KM3NeT node.
DOI: 10.15468/dl.2an45j
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051502-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.