cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fy5svv
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suaeda japonica Makino",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192221-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2kxvk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Pachycephala aurea",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090939-230530130749713/datasets/export for details.
DOI: 10.15468/dl.hucc8j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromolaena odorata (L.) R.M.King & H.Rob.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198179-220831081235567/datasets/export for details.
DOI: 10.15468/dl.x4wbpb
title: Occurrence Download

description: A dataset containing 11874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Pterocarpus erinaceus Poir."
 ]
}

 The dataset includes 11874 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252056-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjtdxk
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amblyjoppa proteus (Christ, 1791)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192222-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg84te
title: Occurrence Download

description: A dataset containing 290153 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Algeria"
 ]
}

 The dataset includes 290153 records from 1073 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229045-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybpxfz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Navia lactea L.B.Sm., Steyerm. & H.Rob."
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045870-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbaeht
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is Virginia and Maryland Sea Turtle Research and Conservation Initiative Aerial Survey Sightings, May 2011 through July 2013",
 "OccurrenceStatus is Present",
 "TaxonKey is Dermochelys coriacea (Vandelli, 1761)",
 "Year 2009-2021"
 ]
}

 The dataset includes 130 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198187-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vp9msm
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((139.82462 -35.61716,168.99981 -35.61716,168.99981 6.38064,139.82462 6.38064,139.82462 -35.61716))",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhincodon typus Smith, 1828"
 ]
}

 The dataset includes 63 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244187-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpt8et
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Proboscidea louisianica (Mill.) Thell.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192235-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j44kmr
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Falsomesosella gracilior (Bates, 1884)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198180-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ys6tkj
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Procambarus acutus (Girard, 1852)"
 ]
}

 The dataset includes 298 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246404-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73mf9u
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leonurus macranthus Maxim.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 78 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192232-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jdq6a
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tanacetum coccineum (Willd.) Grierson",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198225-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk86eq
title: Occurrence Download

description: A dataset containing 1004 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolboschoenus yagara (Ohwi) Y.C.Yang & M.Zhan"
 ]
}

 The dataset includes 1004 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252071-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwxsng
title: Occurrence Download

description: A dataset containing 731043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FishBase Database"
 ]
}

 The dataset includes 731043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045291-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frbgdj
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphophorus maculatus",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045307-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ar8xj
title: Occurrence Download

description: A dataset containing 1620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.43_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Rosa multiflora"
 ]
}

 The dataset includes 1620 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045308-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duvr3m
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bassia scoparia",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 130 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045309-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdvhf8
title: Occurrence Download

description: A dataset containing 3457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry MULTIPOLYGON(((-14.43658 26.09134,58.52499 26.09134,58.52499 47.33988,-14.43658 47.33988,-14.43658 26.09134)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Prunus amygdalus, Prunus avium, Prunus avium, Prunus cerasifera, Prunus cerasifera, Prunus cerasifera, Prunus cerasus, Prunus cerasus, Prunus cerasus, Prunus cerasus, Prunus domestica, Prunus domestica, Prunus domestica, Prunus domestica, Prunus fenzliana, Prunus insititia, Prunus insititia, Prunus laurocerasus, Prunus mahaleb, Prunus padus, Prunus spinosissima)"
 ]
}

 The dataset includes 3457 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045312-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qym2q8
title: Occurrence Download

description: A dataset containing 1010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Impatiens glandulifera",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1010 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045311-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twqw2t
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stipa miliacea",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 323 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045313-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6ns4g
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Guavina guavina)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 41 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045314-250717081556266/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.29645927
title: Intelligent Fall Detection and Risk Assessment for Smart Cities Public Spaces: An Edge-AI Framework Based on YOLOv11-SEFA

description: In response to the critical challenges of fall detection in smart cities—limited real-time performance, constrained accuracy, and deployment difficulties at the edge—this study proposes an interpretable, lightweight fall detection and alert system based on the YOLOv11-SEFA architecture. By integrating P2 feature enhancement and SimAM attention into the YOLOv11n backbone, the model achieves significant accuracy improvement (F1-score: 83.99, mAP@50: 88.6%) while maintaining low computational cost (6.6 GFLOPs, 2.67 MB). The system utilizes a four-layer sensing-to-cloud pipeline and random forest classification based on six-dimensional image structure features to perform multi-level (Level 0–3) fall risk prediction. SHAP analysis reveals that aspect ratio, distance to camera, and crowd presence are the most influential features, offering strong interpretability for deployment in complex environments. The system demonstrates excellent performance in confusion matrix analysis, PR curves, and ROC-AUC learning curves, confirming its robustness, generalizability, and suitability for edge deployment. Practical tests show sub-270ms latency, low power and bandwidth demands, and seamless integration into weak-current infrastructures. Future enhancements may include NAS-based adaptive model scaling, temporal behavior modeling, and privacy-preserving multimodal sensing, extending the system to broader applications in elderly behavior monitoring and health-risk perception in resilient smart city habitats.
DOI: 10.6084/m9.figshare.29645927.v1
title: Intelligent Fall Detection and Risk Assessment for Smart Cities Public Spaces: An Edge-AI Framework Based on YOLOv11-SEFA

description: In response to the critical challenges of fall detection in smart cities—limited real-time performance, constrained accuracy, and deployment difficulties at the edge—this study proposes an interpretable, lightweight fall detection and alert system based on the YOLOv11-SEFA architecture. By integrating P2 feature enhancement and SimAM attention into the YOLOv11n backbone, the model achieves significant accuracy improvement (F1-score: 83.99, mAP@50: 88.6%) while maintaining low computational cost (6.6 GFLOPs, 2.67 MB). The system utilizes a four-layer sensing-to-cloud pipeline and random forest classification based on six-dimensional image structure features to perform multi-level (Level 0–3) fall risk prediction. SHAP analysis reveals that aspect ratio, distance to camera, and crowd presence are the most influential features, offering strong interpretability for deployment in complex environments. The system demonstrates excellent performance in confusion matrix analysis, PR curves, and ROC-AUC learning curves, confirming its robustness, generalizability, and suitability for edge deployment. Practical tests show sub-270ms latency, low power and bandwidth demands, and seamless integration into weak-current infrastructures. Future enhancements may include NAS-based adaptive model scaling, temporal behavior modeling, and privacy-preserving multimodal sensing, extending the system to broader applications in elderly behavior monitoring and health-risk perception in resilient smart city habitats.
DOI: 10.15468/dl.hp8ebe
title: Occurrence Download

description: A dataset containing 2201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenanthe melanoleuca",
 "MediaType is Image"
 ]
}

 The dataset includes 2201 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045318-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgvny4
title: Occurrence Download

description: A dataset containing 1798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctalus noctula",
 "MediaType is Image"
 ]
}

 The dataset includes 1798 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045317-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6warjw
title: Occurrence Download

description: A dataset containing 18698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myocastor coypus",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 18698 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045316-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16420230
title: Analysis Code and Data for: Evidence for a Resonant Structure at 15.625 GeV in CMS Open Data

description: This dataset contains the complete analysis code, processed data, and supplementary materials for the search for resonant structures in CMS Open Data. The analysis reveals potential evidence for resonances at 15.625 GeV and its harmonics, including a precise 8:1 ratio with the Higgs boson mass at 125 GeV.

Contents include:- Python and ROOT analysis scripts for event selection and background estimation- Processed mass spectrum data and significance calculations- Statistical analysis tools and systematic uncertainty studies- Supplementary plots and tables- Complete documentation for reproducing the results

The analysis uses publicly available CMS Open Data from Run2016H at √s = 13 TeV, analyzing 286,818 collision events.
DOI: 10.5281/zenodo.16420231
title: Analysis Code and Data for: Evidence for a Resonant Structure at 15.625 GeV in CMS Open Data

description: This dataset contains the complete analysis code, processed data, and supplementary materials for the search for resonant structures in CMS Open Data. The analysis reveals potential evidence for resonances at 15.625 GeV and its harmonics, including a precise 8:1 ratio with the Higgs boson mass at 125 GeV.

Contents include:- Python and ROOT analysis scripts for event selection and background estimation- Processed mass spectrum data and significance calculations- Statistical analysis tools and systematic uncertainty studies- Supplementary plots and tables- Complete documentation for reproducing the results

The analysis uses publicly available CMS Open Data from Run2016H at √s = 13 TeV, analyzing 286,818 collision events.
DOI: 10.15468/dl.d8kmvx
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry MULTIPOLYGON(((-14.43658 26.09134,58.52499 26.09134,58.52499 47.33988,-14.43658 47.33988,-14.43658 26.09134)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterocarya fraxinifolia"
 ]
}

 The dataset includes 110 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045320-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c9ecr
title: Occurrence Download

description: A dataset containing 480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry MULTIPOLYGON(((-14.43658 26.09134,58.52499 26.09134,58.52499 47.33988,-14.43658 47.33988,-14.43658 26.09134)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Punica granatum"
 ]
}

 The dataset includes 480 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045321-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uz5ka6
title: Occurrence Download

description: A dataset containing 145456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anseranas semipalmata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 145456 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045281-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8ncx2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreochromis aureus",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045322-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czmgf7
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045323-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.at7zc4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreochromis aureus",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045324-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9guu3
title: Occurrence Download

description: A dataset containing 4567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taeniatherum caput-medusae",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4567 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045325-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.