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

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protorthoptera"
 ]
}

 The dataset includes 564 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263701-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tk4fc6
title: Occurrence Download

description: A dataset containing 92934 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Schizachyrium fragile (R.Br.) A.Camus, Andropogon gayanus Kunth, Andropogon gerardi Vitman, Andropogon glomeratus (Walter) Britton, Sterns & Poggenb., Schizachyrium tenerum Nees, Andropogon gyrans Ashe, Andropogon hallii Hack., Andropogon lateralis Nees, Andropogon leucostachyus Kunth, Andropogon longiberbis Hack.)"
 ]
}

 The dataset includes 92934 records from 669 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007482-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sur7q2
title: Occurrence Download

description: A dataset containing 200622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis acetosella L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 200622 records from 449 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038590-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4e864
title: Occurrence Download

description: A dataset containing 43305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mecoptera"
 ]
}

 The dataset includes 43305 records from 520 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263671-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngcohh
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centropogon lasiodorus B.A.Stein"
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032389-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qg9u8
title: Occurrence Download

description: A dataset containing 33667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31.565747 65.07073733333334, 2.479608666666667 65.07073733333334, 2.479608666666667 82.15736799999999, -31.565747 82.15736799999999, -31.565747 65.07073733333334))",
 "EventDate is 2019-06-01,2019-06-30"
 ]
}

 The dataset includes 33667 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032175-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqe6gu
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Poecile montanus (Conrad von Baldenstein, 1827)",
 "Year 1976-1976"
 ]
}

 The dataset includes 92 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188428-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwz55e
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Banksia fuscobractea (A.S.George) A.R.Mast & K.R.Thiele"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146234-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3pjlu
title: Occurrence Download

description: A dataset containing 544326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Calidris pugnax (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 544326 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032390-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntf3pu
title: Occurrence Download

description: A dataset containing 15129 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((162 54.55577, 168.0386 54.55577, 168.0386 56.16563, 162 56.16563, 162 54.55577))"
 ]
}

 The dataset includes 15129 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032174-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhwwds
title: Occurrence Download

description: A dataset containing 13438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.52879798 37.84406662,0.69069499 37.84406662,0.69069499 40.78865433,-1.52879798 40.78865433,-1.52879798 37.84406662))",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Material sample"
 ]
 },
 "TaxonKey is Chromista"
 ]
}

 The dataset includes 13438 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236602-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ii5ukd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((11.85277 19.72868,48.14723 19.72868,48.14723 34.27132,11.85277 34.27132,11.85277 19.72868))",
 "HasCoordinate is true",
 "TaxonKey is Anthemis retusa Delile",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032391-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jw2av2
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bletia carabiaiana L.O.Williams"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146235-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48ct7z
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boscia pruinosa Chiov."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064611-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.haz33p
title: Occurrence Download

description: A dataset containing 1665 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is North America",
 "Continent is Europe"
 ]
 },
 {
 "or" : [
 "Country is Sweden",
 "Country is Netherlands",
 "Country is Norway",
 "Country is United States of America",
 "Country is Canada",
 "Country is France",
 "Country is Denmark",
 "Country is Spain",
 "Country is Finland",
 "Country is Greenland"
 ]
 },
 "TaxonKey is Flammula alnicola (Fr.) P.Kumm."
 ]
}

 The dataset includes 1665 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179548-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kotzge
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BCCM/ULC Cyanobacteria culture collection at the University of Liège (ISO9001 certified)"
 ]
}

 The dataset includes 215 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032391-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwgtb9
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capanemia gehrtii Hoehne"
 ]
}

 The dataset includes 35 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146236-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7cxj7
title: Occurrence Download

description: A dataset containing 576 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pseudacris brimleyi Brandt & Walker, 1933"
 ]
}

 The dataset includes 576 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025416-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ppyy7
title: Occurrence Download

description: A dataset containing 12502 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 12502 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179547-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kojfs6
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranitomeya ventrimaculata (Shreve, 1935)"
 ]
}

 The dataset includes 329 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032393-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mxaya
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum magnibracteatum Summerh."
 ]
}

 The dataset includes 40 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064587-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnrqdd
title: Occurrence Download

description: A dataset containing 12502 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 12502 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179544-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26187/06re-sv29
title: The CAP Study: Evaluating a comprehensive universal and targeted intervention designed to prevent substance use and related harms in Australian adolescents.

description: Dataset includes a total of 2190 students (mean age, 13.3 years. 57.% male) from 26 Australian high schools. Participants were followed up at 6 months, 1 year, 2 years, 3 years, 5.5 years, and 7 years. Schools were randomly assigned to deliver the following: (1) universal Web-based prevention for all students (Climate Schools); (2) selective prevention for high-risk students (Preventure); (3) combined universal and selective prevention (Climate Schools and Preventure [CAP]); or (4) health education as usual (control). Primary outcomes were self-reported frequency of alcohol consumption and binge drinking, alcohol-related harms, and hazardous alcohol use, at the 7-year follow-up.
description: HeSANDA 1.0.0
DOI: 10.15468/dl.ltz3lx
title: Occurrence Download

description: A dataset containing 330127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 330127 records from 560 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032393-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bd9d4j
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aspidistra elatior Blume",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 347 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013085-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rt6s9k
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cerradicola boavista (Vell.) L.P.Queiroz"
 ]
}

 The dataset includes 637 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146237-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wffxr5
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caragana roborovskyi"
 ]
}

 The dataset includes 177 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046522-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14103964
title: Patent Navigator
DOI: 10.15468/dl.xjs8k5
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Revisión del hábitat 6210* en los Parques Naturales de Álava. Muestreo de orquídeas - Sistema de Información de la Naturaleza de Euskadi"
 ]
}

 The dataset includes 253 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046525-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn4vb9
title: Occurrence Download

description: A dataset containing 36904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pantala flavescens"
 ]
}

 The dataset includes 36904 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046524-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7j6nn
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vriesea gigantea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 446 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046528-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17895448
title: Dataset Continuance Intention of Generative AI Chatbot on Success Rate of resolving user issue in Indonesia E-commerce: Expectation Confirmation Model
DOI: 10.5281/zenodo.17895447
title: Dataset Continuance Intention of Generative AI Chatbot on Success Rate of resolving user issue in Indonesia E-commerce: Expectation Confirmation Model
DOI: 10.15468/dl.drfpfe
title: Occurrence Download

description: A dataset containing 117817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 39.085278",
 "DecimalLatitude is less than or equal to 44.085278",
 "DecimalLongitude is greater than or equal to 130.0",
 "DecimalLongitude is less than or equal to 135.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 117817 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046513-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb4m9f
title: Occurrence Download

description: A dataset containing 1407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polyrhachis dives"
 ]
}

 The dataset includes 1407 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046529-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/rscx-ny38
title: "Toward Robust EEG Lie Detection Systems: Multiband Source Space Dynamic Network States for Time Varying Deception"

description: "Human deceptive behavior is markedly time varying. However, most EEG liedetection systems still rely on static features and thus fail to accommodate distribution drift induced by evolving cognitive strategies, which limits system robustness. To address this issue,we propose a system oriented framework that estimates source space dynamic functional connectivity states across delta, theta, alpha, and beta bands and extracts temporal indices including occupancy, transitions, and dwell time.Across frequency bands, we observe a stable \u201cintegration-segregation\u201d architecture:integration states involve coordinated activity among high level control networks, whereas segregation states are dominated by sensorimotor coupling.  Guilty individuals show longer persistence in integration states, while innocent individuals preferentially occupy segregation states. We then fuse multiband global network features with state dynamic indices and evaluate deception versus honesty using repeated stratified cross validation. A random forest with feature selection achieves a mean AUC of 0.767 and performs significantly above chance in permutation testing. Stability analysis indicates that discriminative information is primarily concentrated in cross network coupling centered on the default mode network and in state dependent integration representations. These findings provide methodological support for building temporally sensitive and interpretable lie detection systems and lay a foundation for robust prediction in real world applications."
DOI: 10.5281/zenodo.17893997
title: Dataset for "Reducing Food Waste in Restaurant Kitchens through Participatory Design: A Collaborative System Model Approach"

description: Session-level primary data and anonymised qualitative materials supporting the Journal of Cleaner Production (2025) paper "Reducing Food Waste in Restaurant Kitchens through Participatory Design: A Collaborative System Model Approach". The dataset documents a 72 % reduction in fruit waste (ΔW = 2.27 kg/session) and 1.14–3.41 kg CO₂e avoided per kitchen session, along with the expandable LCI template and NVivo codebook (κ = 0.86). All files are anonymised and ready for reuse under CC-BY 4.0.
DOI: 10.5281/zenodo.17893998
title: Dataset for "Reducing Food Waste in Restaurant Kitchens through Participatory Design: A Collaborative System Model Approach"

description: Session-level primary data and anonymised qualitative materials supporting the Journal of Cleaner Production (2025) paper "Reducing Food Waste in Restaurant Kitchens through Participatory Design: A Collaborative System Model Approach". The dataset documents a 72 % reduction in fruit waste (ΔW = 2.27 kg/session) and 1.14–3.41 kg CO₂e avoided per kitchen session, along with the expandable LCI template and NVivo codebook (κ = 0.86). All files are anonymised and ready for reuse under CC-BY 4.0.
DOI: 10.15468/dl.dv4zen
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((89.44943 20.89340,142.55057 20.89340,142.55057 42.10660,89.44943 42.10660,89.44943 20.89340))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Takydromus septentrionalis",
 "Year 2010-2025"
 ]
}

 The dataset includes 465 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046530-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7g3s7a
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.68703 29.47473,120.78998 29.47473,120.78998 30.86317,119.68703 30.86317,119.68703 29.47473))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanaceae"
 ]
}

 The dataset includes 220 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046532-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17826866
title: Spatial omics reveals intra-tumor malignant cell diversity shaped by microenvironmental cues in colorectal cancer

description: This dataset comprises Seurat objects for: 1) Xenium (FFPE) and MERFISH (fresh-frozen) spatial transcriptomics data from 64 samples and 34 patients spanning tumor core, invasive margin, and adjacent normal tissues, 2) single-cell RNA-sequencing data from 189 tumor and normal samples of 63 colorectal cancer patients, and 3) single-cell RNA-sequencing data from patient-derived colorectal cancer organoids under treatment. Data were generated and/or analyzed for the study ‘Spatial omics reveals intra-tumor malignant cell diversity shaped by microenvironmental cues in colorectal cancer'.