cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18082675
title: Scopus Dataset of Co-Affiliation Metadata for Research Publications in Austria (2013–2023)

description: This dataset contains affiliation metadata for journal articles indexed in Scopus that were published between 2013 and 2023 and include at least one Austrian affiliation. The records were retrieved using the Scopus APIs via the pybliometrics Python library.

The Scopus affiliation metadata have been enriched with:





Mapped parent organization identifiers, linking each institution to its corresponding larger organization (e.g., mapping departments or institutes to their parent university or research center).




Geographic coordinates derived using the Python geopy library.



This dataset constitutes the affiliation-level input data used for the analysis presented in the accompanying article on co-affiliated research in Austria and is intended to support transparency, reproducibility, and reuse in bibliometric research.

Scopus data acknowledgmentThis dataset was derived from Scopus® data accessed via the Scopus APIs. Scopus® is a registered trademark of Elsevier B.V. The use of Scopus data in this dataset does not imply endorsement by Elsevier.
DOI: 10.5281/zenodo.17953805
title: Scopus Dataset of Co-Affiliation Metadata for Research Publications in Austria (2013–2023)

description: This dataset contains affiliation metadata for journal articles indexed in Scopus that were published between 2013 and 2023 and include at least one Austrian affiliation. The records were retrieved using the Scopus APIs via the pybliometrics Python library.

The Scopus affiliation metadata have been enriched with:





Mapped parent organization identifiers, linking each institution to its corresponding larger organization (e.g., mapping departments or institutes to their parent university or research center).




Geographic coordinates derived using the Python geopy library.



This dataset constitutes the affiliation-level input data used for the analysis presented in the accompanying article on co-affiliated research in Austria and is intended to support transparency, reproducibility, and reuse in bibliometric research.

Scopus data acknowledgmentThis dataset was derived from Scopus® data accessed via the Scopus APIs. Scopus® is a registered trademark of Elsevier B.V. The use of Scopus data in this dataset does not imply endorsement by Elsevier.
DOI: 10.7910/dvn/byw2by
title: ORALIS-Oral Region Annotated Learning Image Set for AI-based Oral Health Research

description: ORALIS: Oral Region Annotated Learning Image Set for AI-based Oral Health Research
 Description:
ORALIS is a comprehensive and annotated intraoral image dataset developed to advance AI-based oral health research. It includes expert-labeled images across FOUR diagnostic categories—normal, variation from normal, OPMD, Oral cancer—covering a range of clinically relevant oral conditions. The dataset is intended to facilitate the training and evaluation of deep learning models for image classification, segmentation, and automated diagnosis. ORALIS provides a valuable benchmark for researchers, educators, and AI developers working on innovative solutions in dentistry and public health.
Data collection:
Data collection was done at one of the spokes - Priyadharshini Dental college and Hospital, Thiruvallur,Chennai engaged by Ragas dental college and hospital,Chennai-(HUB) employing hub and spoke model under Indian Council of Medical Research (ICMR) funded project. The copyrighted standard operating procedures (SOP) for taking smartphone-based intraoral photographs was used in capturing intraoral images. The SOP was curated by experts in the field to ensure the reliability, reproducibility and validity of dataset images. Ethical approval for data collection was secured in advance from the Institutional Ethical Review Committee (Approval No: RIEC/20231021/PHD). Additionally, informed consent was obtained from all participants, and data protection and patient confidentiality were maintained in accordance with the Helsinki Declaration. Identifying details of the patients have been removed from the metadata to protect the privacy and confidentiality of the patients.

Image Annotations:
This dataset comprises 190 patients and includes a total of 1520 images. To ensure thorough coverage, dorsal and ventral surfaces of the tongue, the left and right buccal mucosa, as well as the upper and lower dental arches were captured using smartphone. Each image was renamed based on the patient ID, and annotations were performed using the VGG Image Annotator tool (version 3.0.13). Skilled dentists used the VIA tool's features to annotate all images, identifying various lesions and oral structures. To enhance the dataset's comprehensiveness, each patient's data was integrated with annotated images, unannotated images, working JSON file and patient metadata in an Excel sheet.

Funding
This intraoral image dataset is a part of a study funded by the Indian Council of Medical Research (ICMR), New Delhi, under the Investigator-Initiated Research Proposals – Small Extramural Grants, 2023 (Project ID: IIRP-2023-1049).
description: VGG Image annotation tool, Version 2.0.12
DOI: 10.57903/uj/jddjac
title: Perceptions of Civil Society and Activism in Poland. A national survey, November 2019
title: Postrzeganie społeczeństwa obywatelskiego i aktywizmu w Polsce. Ankieta ogólnonarodowa, listopad 2019

description: These resulats come form a national representative survey on "Percetpions of Civil Society and Activism in Poland" conducted in Poland in November 2019. The survey was conducted by Kantar by CAPI omnibus method.
DOI: 10.5281/zenodo.18051436
title: Data of "Vertical Nitrate Photolysis as a Source of Daytime HONO Revealed by in Situ Airship Measurements"

description: The attached data includes vertical observations from ground to 1200 m a.g.l. using a tethered airship and WRF-Chem simualation data in Yangtze Rive Delta of China. The data is for analysis and figures in the study of "Vertical Nitrate Photolysis as a Source of Daytime HONO Revealed by in Situ Airship Measurements".
DOI: 10.5281/zenodo.18051435
title: Data of "Vertical Nitrate Photolysis as a Source of Daytime HONO Revealed by in Situ Airship Measurements"

description: The attached data includes vertical observations from ground to 1200 m a.g.l. using a tethered airship and WRF-Chem simualation data in Yangtze Rive Delta of China. The data is for analysis and figures in the study of "Vertical Nitrate Photolysis as a Source of Daytime HONO Revealed by in Situ Airship Measurements".
DOI: 10.15468/dl.b7rwgx
title: Occurrence Download

description: A dataset containing 45675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Geometry POLYGON((88 22,100 22,100 30,88 30,88 22))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 45675 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068356-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vr5jg4
title: Occurrence Download

description: A dataset containing 60660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Phasianidae",
 "Year 2000-2025"
 ]
}

 The dataset includes 60660 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068344-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nawx3
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Nomascus leucogenys",
 "Year 1970-2025"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068357-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc35rb
title: Occurrence Download

description: A dataset containing 31434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muscicapa sibirica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 31434 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068358-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqmzzc
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Nycticebus bengalensis",
 "Year 1970-2025"
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068359-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uc6268
title: Occurrence Download

description: A dataset containing 677925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Switzerland",
 "DatasetKey is Swiss National Mammal Databank",
 "Elevation 177.0-9999.0m",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1980-2025"
 ]
}

 The dataset includes 677925 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068353-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujg9a7
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Moschus chrysogaster"
 ]
}

 The dataset includes 59 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068361-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hg3bq8
title: Occurrence Download

description: A dataset containing 20388 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beauveria"
 ]
}

 The dataset includes 20388 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068360-251120083545085/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.30963380
title: NYC Accident data in 2018

description: NYC Accident data in 2018
DOI: 10.6084/m9.figshare.30963380.v1
title: NYC Accident data in 2018

description: NYC Accident data in 2018
DOI: 10.6084/m9.figshare.30963380.v2
title: NYC Accident data in 2018

description: NYC Accident data in 2018
DOI: 10.21227/hb52-1q74
title: "MVEmo: Music Video Emotion Dataset"

description: "MVEmo is a large-scale multimodal dataset that consists of 11,764 music video samples with both static and dynamic emotion annotations for music-related emotion recognition (MRER). It consists of the following key features:Basic Information: title, artist, genres, language, and Youtube ID.Different Modalities: lyrics, video, and music.Rich Emotion Annotations: static and dynamic emotion."
DOI: 10.6084/m9.figshare.30926912
title: MHGNN-M

description: A multi-source heterogeneous graph neural network for traffic congestion prediction with missing data.
DOI: 10.6084/m9.figshare.30926912.v1
title: MHGNN-M

description: A multi-source heterogeneous graph neural network for traffic congestion prediction with missing data.
DOI: 10.6084/m9.figshare.30926912.v2
title: MHGNN-M

description: A multi-source heterogeneous graph neural network for traffic congestion prediction with missing data.
DOI: 10.5281/zenodo.18082757
title: Dataset for "Effects of biochar and nitrogen addition on CO2 and CH4 fluxes in a subtropical salt marsh"
DOI: 10.5281/zenodo.18082758
title: Dataset for "Effects of biochar and nitrogen addition on CO2 and CH4 fluxes in a subtropical salt marsh"
DOI: 10.15468/dl.v7adqu
title: Occurrence Download

description: A dataset containing 14 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode IN ('TW', 'CN', 'MO', 'HK')
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 5888178 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 5888178 OR CAST(occurrence.kingdomkey AS INTEGER) = 5888178 OR CAST(occurrence.phylumkey AS INTEGER) = 5888178 OR CAST(occurrence.classkey AS INTEGER) = 5888178 OR CAST(occurrence.orderkey AS INTEGER) = 5888178 OR CAST(occurrence.familykey AS INTEGER) = 5888178 OR CAST(occurrence.genuskey AS INTEGER) = 5888178 OR CAST(occurrence.specieskey AS INTEGER) = 5888178)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 14 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068351-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.932775
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Panthera uncia",
 "Year 1970-2025"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068364-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7374
title: makisu-dataset-synthetic
DOI: 10.15468/dl.zvgpwu
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China, Macao, Hong Kong)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odontotermes formosanus"
 ]
}

 The dataset includes 304 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068365-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp6rtq
title: Occurrence Download

description: A dataset containing 321788 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juglans"
 ]
}

 The dataset includes 321788 records from 2547 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068317-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/97yr-mynp-vj0g
title: DYNAMO: R/V Sagar Kanya Radiosonde L3 Data. Version 1.0

description: This is one of the upper air data sets developed for the Dynamics of the Madden-Julian Oscillation (DYNAMO) 2011-2012 project. This preliminary data set includes 71 high vertical resolution (2-second) radiosonde soundings from the R/V Sagar Kanya. The soundings were typically released four times per day at 00, 06, 12, and 18 UTC from 25 September to 10 October 2011 and less frequent releases continuing through 19 October 2011. These soundings were provided by JAMSTEC and had preliminarly quality control by NCAR/EOL. This L3 version of the data set has had a daytime radiation dry bias correction applied by CSU. An L3.1 version of this data set will be available later with an additional correction applied for deck heating effects.
DOI: 10.15468/dl.avsz58
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptinus clavipes",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046493-250920141307145/datasets/export for details.
DOI: 10.15468/dl.gbkq6d
title: Occurrence Download

description: A dataset containing 1570301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 30,0 30,0 60,-30 60,-30 30))"
 ]
}

 The dataset includes 1570301 records from 1061 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046479-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qq8ts
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptinus clavipes",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046495-250920141307145/datasets/export for details.
DOI: 10.15468/dl.u8pgng
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptinus clavipes",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046494-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/4k06-sf9n-4q04
title: DYNAMO: R/V Baruna Jaya Radiosonde L3 Data. Version 1.0

description: This dataset includes 58 high vertical resolution (2 sec) soundings from the R/V Baruna Jaya III collected during the DYNAMO field campaign for 2011. Soundings were typically released at 00, 06, 12 and 18 UTC from 5-18 December 2011. For most of these soundings R/V Baruna Jaya III was on station at 95E and 7S. These data were converted to the EOL Sounding Composite (ESC) format. The station used Vaisala RS92-SGPD radiosondes. The ground station software was Digicora III/MW31/ver3.61. These soundings were provided by JAMSTEC and had preliminarly quality control by NCAR/EOL. This L3 version of the data set has had a daytime radiation dry bias correction applied by CSU. An L3.1 version of this data set will be available later with an additional correction applied for deck heating effects.
DOI: 10.15468/dl.7gcdmd
title: Occurrence Download

description: A dataset containing 3151182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 30,30 30,30 60,0 60,0 30))"
 ]
}

 The dataset includes 3151182 records from 3475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046480-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmsbc4
title: Occurrence Download

description: A dataset containing 5594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Observation",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 5594 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059284-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f736vb
title: Occurrence Download

description: A dataset containing 128124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stuckenia pectinata (L.) Börner"
 ]
}

 The dataset includes 128124 records from 639 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118315-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqjhce
title: Occurrence Download

description: A dataset containing 1088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schefflera actinophylla (Endl.) Harms",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1088 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046952-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.