cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15524706
title: Supplementary materials for the study of feature requests on GitHub

description: Supplementary materials for the study of feature requests on GitHub

Explanation of files in the folder

- `repos.csv` contains the repositories used for our analysis.- `issues.csv` includes all issues from those repositories, along with their `http_url`, creation, last updated or closed timestamps, and the `state_reason`.- `FR_label_names.csv` lists the labels we identified as feature requests.- `combosFR.csv` records the frequency of labels for feature request issues, while `combosNotFR.csv` captures non-feature-request labels co-occurring with FR issues.- `repos_trends.csv` tracks changes in feature request issue metrics within the first three years after each repository was created.- `cluster_repos.csv` contains clustering results based on the metrics from `repos_trends.csv`.- The `pdps` folder contains all the partial dependence plots (PDPs) for the features.
DOI: 10.5281/zenodo.16435237
title: Supplementary materials for the study of feature requests on GitHub

description: Supplementary materials for the study of feature requests on GitHub

Explanation of files in the folder

- `repos.csv` contains the repositories used for our analysis.- `issues.csv` includes all issues from those repositories, along with their `http_url`, creation, last updated or closed timestamps, and the `state_reason`.- `FR_label_names.csv` lists the labels we identified as feature requests.- `combosFR.csv` records the frequency of labels for feature request issues, while `combosNotFR.csv` captures non-feature-request labels co-occurring with FR issues.- `repos_trends.csv` tracks changes in feature request issue metrics within the first three years after each repository was created.- `cluster_repos.csv` contains clustering results based on the metrics from `repos_trends.csv`.- The `pdps` folder contains all the partial dependence plots (PDPs) for the features.
DOI: 10.15468/dl.vzuafd
title: Occurrence Download

description: A dataset containing 4697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coregonus artedi)",
 "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 4697 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049195-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gek4cz
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049196-250717081556266/datasets/export for details.
DOI: 10.15468/dl.azwet4
title: Occurrence Download

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

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049198-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecjdtu
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malvastrum coromandelianum",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 150 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049197-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejaheg
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atlantirivulus santensis)",
 "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 58 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049199-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16435490
title: An Evaluation of Design Gaps in the Direktorat Jenderal Pajak Indonesia Website Based on Heuristic Evaluation and the GOV.UK Design System Standards

description: This dataset was collected through a structured questionnaire for the research titled "An Evaluation of Design Gaps in the Direktorat Jenderal Pajak Indonesia Website Based on Heuristic Evaluation and the GOV.UK Design System Standards." Participants included Indonesian taxpayers aged 18 and older with active tax obligations. The collected data provides valuable insights into user experiences and perceptions regarding the usability and design of the DJP website.
DOI: 10.15468/dl.qb28ut
title: Occurrence Download

description: A dataset containing 4471908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bucephala albeola)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 4471908 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049178-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.faqf24
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malvastrum coromandelianum",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 214 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049204-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t25tz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malvastrum coromandelianum",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049201-250717081556266/datasets/export for details.
DOI: 10.15468/dl.tuexvx
title: Occurrence Download

description: A dataset containing 89362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Medicago minima"
 ]
}

 The dataset includes 89362 records from 1192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049126-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bnjcu
title: Occurrence Download

description: A dataset containing 38919493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 38919493 records from 1057 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014226-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18643056
title: cardiostigma_longispathum_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18643055
title: cardiostigma_longispathum_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.r7e8dr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thorncroftia media",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018709-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nhr4t
title: Occurrence Download

description: A dataset containing 1063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diospyros compacta",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1063 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018710-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18642746
title: SYSU-HiRoads: A Large-Scale Multi-Level Road Dataset for Remote Sensing

description: SYSU-HiRoads is a large-scale, multi-level road dataset designed to support research on road surface segmentation, road network reconstruction, and fine-grained road hierarchy classification from high-resolution remote sensing imagery. 

The dataset is derived from GF-2 satellite imagery covering Henan Province, China, with a spatial resolution of 0.8 meters. It spans approximately 3,631 km² and consists of 1,079 image tiles, each with a size of 1024 × 1024 pixels.

SYSU-HiRoads provides aligned multi-source annotations, including: (1) Pixel-level road masks for dense road surface segmentation; (2) Vector-level road centerlines for topology-preserving network reconstruction; and (3)  Three-level hierarchical road labels for fine-grained classification.

The dataset bridges the gap between segmentation-oriented and network-oriented road benchmarks by jointly providing raster-level and vector-level representations with hierarchical attributes. SYSU-HiRoads is publicly released to facilitate research in remote sensing, geospatial artificial intelligence, urban studies, and intelligent transportation systems.
DOI: 10.5281/zenodo.18642747
title: SYSU-HiRoads: A Large-Scale Multi-Level Road Dataset for Remote Sensing

description: SYSU-HiRoads is a large-scale, multi-level road dataset designed to support research on road surface segmentation, road network reconstruction, and fine-grained road hierarchy classification from high-resolution remote sensing imagery. 

The dataset is derived from GF-2 satellite imagery covering Henan Province, China, with a spatial resolution of 0.8 meters. It spans approximately 3,631 km² and consists of 1,079 image tiles, each with a size of 1024 × 1024 pixels.

SYSU-HiRoads provides aligned multi-source annotations, including: (1) Pixel-level road masks for dense road surface segmentation; (2) Vector-level road centerlines for topology-preserving network reconstruction; and (3)  Three-level hierarchical road labels for fine-grained classification.

The dataset bridges the gap between segmentation-oriented and network-oriented road benchmarks by jointly providing raster-level and vector-level representations with hierarchical attributes. SYSU-HiRoads is publicly released to facilitate research in remote sensing, geospatial artificial intelligence, urban studies, and intelligent transportation systems.
DOI: 10.6084/m9.figshare.31339449
title: Efficacy, immunogenicity, and safety of BCG revaccination against Mycobacterium tuberculosis: A systematic review and meta-analysis

description: Tuberculosis (TB) remains a leading global cause of death. While primary Bacillus Calmette–Guérin (BCG) vaccination offers protection in children, the role of BCG revaccination in adults remains unclear. This study evaluated the efficacy, immunogenicity, and safety of BCG revaccination against TB. A comprehensive literature search through July 2025, with independent data extraction by two reviewers. RevMan version 5.4 was used for analysis by applying random-effects models with 95% CIs. Six RCTs, involving 2400 participants, showed no significant effect of BCG revaccination on initial (RR 0.99) or sustained (RR 0.80) QFT conversion, showing only modest effectiveness against MTB. Immunogenicity evaluation showed a moderate increase in CD8+ T cell (<i>p</i> = .01) and cytokine-producing CD4+ T cell responses (<i>p</i> = .008). Safety analysis indicated increased adverse events, though a reduced risk of upper respiratory tract infections (RR 0.37) was noted. These results highlight a discrepancy between immune activation and quantifiable protection, suggesting limited BCG revaccination benefit in high-risk groups and the need for vaccines with proven protective immunity.
DOI: 10.6084/m9.figshare.31339449.v1
title: Efficacy, immunogenicity, and safety of BCG revaccination against Mycobacterium tuberculosis: A systematic review and meta-analysis

description: Tuberculosis (TB) remains a leading global cause of death. While primary Bacillus Calmette–Guérin (BCG) vaccination offers protection in children, the role of BCG revaccination in adults remains unclear. This study evaluated the efficacy, immunogenicity, and safety of BCG revaccination against TB. A comprehensive literature search through July 2025, with independent data extraction by two reviewers. RevMan version 5.4 was used for analysis by applying random-effects models with 95% CIs. Six RCTs, involving 2400 participants, showed no significant effect of BCG revaccination on initial (RR 0.99) or sustained (RR 0.80) QFT conversion, showing only modest effectiveness against MTB. Immunogenicity evaluation showed a moderate increase in CD8+ T cell (<i>p</i> = .01) and cytokine-producing CD4+ T cell responses (<i>p</i> = .008). Safety analysis indicated increased adverse events, though a reduced risk of upper respiratory tract infections (RR 0.37) was noted. These results highlight a discrepancy between immune activation and quantifiable protection, suggesting limited BCG revaccination benefit in high-risk groups and the need for vaccines with proven protective immunity.
DOI: 10.15468/dl.8wb5ve
title: Occurrence Download

description: A dataset containing 61788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Lama glama",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 61788 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018666-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wctuyx
title: Occurrence Download

description: A dataset containing 736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thymbra capitata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 736 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018711-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/eq8hmg
title: data_CNC_20%.txt

description: Data extracted after processing in NMRProcFlow
DOI: 10.57745/u4bkuq
title: CNC_20%.0721.zip

description: 13C CPMAS NMR spectra set
DOI: 10.57745/fo3izg
title: NP_macro_cmd_CNC_20%.txt

description: Macro command file to be replayed in NMRProcFlow
DOI: 10.57745/yjll5m
title: WB_CNC_20%.xlsx

description: Workbook containing all the data and metadata related to the processing of the spectra
DOI: 10.57745/wf7gn9
title: WB_data_CNC_20%.xlsx

description: Workbook containing all the data and metadata related to the modelisation
DOI: 10.57745/y8abwf
title: Cellulose interactions with water by ssNMR

description: A complete set of files (13C CPMAS NMR spectra, processed data, metadata, and results) concerning cotton cellulose nanocrystals (CNC), allowing for the full reproduction of the modeling of the 1H -&gt; 13C polarization transfer kinetics by solid-state NMR.
DOI: 10.5281/zenodo.18643074
title: cardiostigma_mexicanum_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18643073
title: cardiostigma_mexicanum_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.v2qdpc
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Hygrobia"
 ]
}

 The dataset includes 112 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018712-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmz5jy
title: Occurrence Download

description: A dataset containing 488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dodonaea platyptera",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 488 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018714-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r82vks
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Lama guanicoe",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018676-260208012135463/datasets/export for details.
DOI: 10.15468/dl.qb8tax
title: Occurrence Download

description: A dataset containing 1997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Sus scrofa domesticus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1997 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018715-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nuhfp5
title: Occurrence Download

description: A dataset containing 2363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thymus vulgaris",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2363 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018716-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a66uv4
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.20115 43.37964,4.82202 41.83473,7.93527 43.73847,5.54077 44.68734,2.97433 44.65427,3.20217 43.27611,5.20115 43.37964))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cantharellus cibarius"
 ]
}

 The dataset includes 129 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018718-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ue7d7j
title: Occurrence Download

description: A dataset containing 6122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drypetes deplanchei",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 6122 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018717-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18643094
title: carludovica_drudei_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18643095
title: carludovica_drudei_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.y2pe95
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tinnea zambesiaca",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018721-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6hj92
title: Occurrence Download

description: A dataset containing 59195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ostrea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 59195 records from 398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018674-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg9v9u
title: Occurrence Download

description: A dataset containing 1922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythrina variegata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1922 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018722-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jyafxr
title: Occurrence Download

description: A dataset listing the 736298 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 736298 records were derived from 16679 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018705-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebvdz2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Piciformes)",
 "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((150 -60,180 -60,180 -30,150 -30,150 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001778-251009101135966/datasets/export for details.