cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.eymwg6
title: Occurrence Download

description: A dataset containing 20401489 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Southern African Bird Atlas Project 2"
 ]
}

 The dataset includes 20401489 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047779-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lsdjil
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012012-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvrfcd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007352-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsc1og
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014278-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nu5uu9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002659-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aydhqc
title: Occurrence Download

description: A dataset containing 784442436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 784442436 records from 18077 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247711-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/9oaedf
title: Global Register of Invasive and Introduced Species - Norway

description: The Global Register of Introduced and Invasive Species (GRIIS) presents validated and verified national checklists of introduced (alien) and invasive alien species at the country, territory, and associated island level. GRIIS checklists are based on a published methodology, and supported by the Integrated Publishing Tool that jointly enable ongoing improvements and updates to expand their taxonomic coverage and completeness. The coverage of GRIIS is global including countries that are Party to the Convention on Biological Diversity (CBD), non-party countries and all overseas territories of countries, e.g. those of the Netherlands, France, and the United Kingdom. Limited numbers of checklists have also been developed for areas of high biodiversity value such as islands and protected areas. All kingdoms of organisms occurring in all environments and systems are covered. Checklists are reviewed by networks of country or species experts. Verified checklists, as well as those under review, are presented on the online GRIIS website in addition to being published through GBIF.
DOI: 10.15468/dl.ghnvcc
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia julibrissin",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020341-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8epue
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microsciurus flaviventer similis"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020342-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbve79
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens commelinoides"
 ]
}

 The dataset includes 159 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020343-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcbjp4
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020344-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.29607218
title: Table 1 Univariate statistics cranial.docx

description: Univariate statistics of cranial measurements of adult specimens of <i>Peroryctes broadbentii</i>, <i>P. raffrayanus</i>, and <i>P. trigonodon </i>sp. nov.
DOI: 10.6084/m9.figshare.29607218.v1
title: Table 1 Univariate statistics cranial.docx

description: Univariate statistics of cranial measurements of adult specimens of <i>Peroryctes broadbentii</i>, <i>P. raffrayanus</i>, and <i>P. trigonodon </i>sp. nov.
DOI: 10.15468/dl.x2e6c4
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus ciliaris",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020346-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc4vya
title: Occurrence Download

description: A dataset containing 3394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus ciliaris",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3394 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020345-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbx5yb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cactoblastis cactorum",
 "Country is Antigua and Barbuda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020347-250717081556266/datasets/export for details.
DOI: 10.15468/dl.mberd3
title: Occurrence Download

description: A dataset containing 456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Subulina octona",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 456 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020348-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgaxyj
title: Occurrence Download

description: A dataset containing 244375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus impatiens"
 ]
}

 The dataset includes 244375 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020283-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmpx8b
title: Occurrence Download

description: A dataset containing 93466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.3_1, USA.24_1, USA.50_1, USA.14_1)",
 "TaxonKey is one of (Amphibia, Reptilia, Reptilia, Reptilia, Reptilia)"
 ]
}

 The dataset includes 93466 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020325-250717081556266/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.29606930
title: PRISMA Efectividad de la telenfermería en la promoción del autocuidado y la adherencia al tratamiento

description: TABLA DE CRIBADO EN EXCEL SOBRE EL TEMA: EFECTIVIDAD DE LA TELENFERMERÍA EN LA PROMOCIÓN DEL AUTOCUIDADO Y LA ADHERENCIA AL TRATAMIENTO EN PACIENTES CON ENFERMEDADES CRÓNICAS
DOI: 10.6084/m9.figshare.29606930.v1
title: PRISMA Efectividad de la telenfermería en la promoción del autocuidado y la adherencia al tratamiento

description: TABLA DE CRIBADO EN EXCEL SOBRE EL TEMA: EFECTIVIDAD DE LA TELENFERMERÍA EN LA PROMOCIÓN DEL AUTOCUIDADO Y LA ADHERENCIA AL TRATAMIENTO EN PACIENTES CON ENFERMEDADES CRÓNICAS
DOI: 10.15468/dl.c3wkcg
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020349-250717081556266/datasets/export for details.
DOI: 10.15468/dl.5r2szz
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020350-250717081556266/datasets/export for details.
DOI: 10.15468/dl.wt3uwd
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylobates moloch"
 ]
}

 The dataset includes 397 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020352-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k9v3p
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020351-250717081556266/datasets/export for details.
DOI: 10.15468/dl.8tydwb
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020353-250717081556266/datasets/export for details.
DOI: 10.15468/dl.yztw4p
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens ernstii"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020354-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9um9md
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus ciliaris",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020356-250717081556266/datasets/export for details.
DOI: 10.15468/dl.ukkffe
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylobates moloch"
 ]
}

 The dataset includes 397 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020357-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8bc7h
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020358-250717081556266/datasets/export for details.
DOI: 10.15468/dl.z52jrd
title: Occurrence Download

description: A dataset containing 3075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus ciliaris",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3075 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020359-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8dy7w
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020360-250717081556266/datasets/export for details.
DOI: 10.15468/dl.zs7jb6
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarasinula plebeia",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020361-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16253229
title: Experimental procedure and prompts & students' outlines, drafts, and Chat-generated three types of feedback

description: Experimental procedure and prompts & students' outlines, drafts, and Chat-generated three types of feedback
DOI: 10.15468/dl.j8twqf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020363-250717081556266/datasets/export for details.
DOI: 10.15468/dl.692rh4
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020362-250717081556266/datasets/export for details.
DOI: 10.15468/dl.4qpf7k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguillicoloides crassus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020364-250717081556266/datasets/export for details.
DOI: 10.15468/dl.rxgjzp
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia julibrissin",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 187 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020366-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ta5eec
title: Occurrence Download

description: A dataset containing 169500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Iphiclides podalirius"
 ]
}

 The dataset includes 169500 records from 2671 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020278-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjfvh8
title: Occurrence Download

description: A dataset containing 63029 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 CAST(decimallatitude AS DOUBLE) IS NOT NULL
 AND CAST(decimallongitude AS DOUBLE) IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND CAST(coordinateuncertaintyinmeters AS DOUBLE) IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -56.135291543055025
 AND decimallatitude &lt;= -51.21395264452012
 AND decimallongitude &gt;= -79.15061207187689
 AND decimallongitude &lt;= -66.81438016390939
 AND GBIF_Within('POLYGON ((-66.814380 -56.135292, -66.814380 -51.213953, -79.150612 -51.213953, -79.150612 -56.135292, -66.814380 -56.135292))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 63029 records were derived from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016254-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18504783
title: uc_endotypes_repro_slim.zip
DOI: 10.5281/zenodo.18504784
title: uc_endotypes_repro_slim.zip
DOI: 10.15468/dl.pt8zcb
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Gnetum edule"
 ]
}

 The dataset includes 196 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016265-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajvx9u
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelagodoxa henryana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016266-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18504572
title: Datos sobre transición mesenquimal como mecanismo asociado a inhibición de la respuesta inmune en el carcinoma colorrectal sin inestabilidad de microsatélites

description: Datos sobre transición mesenquimal como mecanismo asociado a inhibición de la respuesta inmune en el carcinoma colorrectal sin inestabilidad de microsatélites
DOI: 10.5281/zenodo.18504541
title: In-House Subset of MFID for AI-Generated Face Detection

description: This repository provides the In-House Subset of MFID (Multidimensional Facial Image Dataset), a curated dataset designed for AI-generated face detection research. The dataset contains both authentic human face images and synthetic face images generated by multiple state-of-the-art generative models, including diffusion-based models such as Stable Diffusion 2/3 and Flux 1, as well as other modern generation pipelines.

The dataset is constructed to support robust and generalizable deepfake detection by covering diverse demographic attributes (e.g., age, gender, pose) and multiple synthesis styles. It is intended as a benchmark for evaluating detection models under cross-model generalization scenarios.

This dataset accompanies the paper:

AI-Generated Face Detection Using Multi-Feature Fusion

The proposed approach integrates multi-domain forensic features (spatial RGB signals, statistical texture descriptors, frequency spectrum anomalies, and structural edge cues) to detect subtle artifacts introduced by generative models. Experimental results in the paper demonstrate strong detection performance and generalization ability across heterogeneous generative architectures.

The dataset is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. Users are free to share and adapt the dataset for research purposes with proper attribution.

File format:





Image files organized by category (real vs. AI-generated)




labels.csv provides binary labels for training and evaluation



If you use this dataset, please cite our paper.