cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.igr2h9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus carmenensis C.H.Mull."
 ]
}

 The dataset includes 8 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005729-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73t42y
title: Occurrence Download

description: A dataset containing 84013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polystichum sinense (Christ) Christ, Botrychium lunaria (L.) Sw., Aleuritopteris krameri (Franch. & Sav.) Ching, Oeosporangium subvillosum (Hook.) Fraser-Jenk. & Pariyar)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84013 records from 675 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154457-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.07nyec
title: Occurrence Download

description: A dataset containing 1344 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Betula ermanii Cham."
 ]
}

 The dataset includes 1344 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005730-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cue6be
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuphea myrtifolia Bacig."
 ]
}

 The dataset includes 80 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154469-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lnw20j
title: Occurrence Download

description: A dataset containing 53982 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia"
 ]
}

 The dataset includes 53982 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005730-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrgf6r
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuphea armata S.A.Graham"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154464-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r93ztf
title: Occurrence Download

description: A dataset listing the 24 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-137.74096 -24.28427,3.74096 -24.28427,3.74096 32.28427,-137.74096 32.28427,-137.74096 -24.28427))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agoristenidae"
 ]
}

 The dataset's 24 records were derived from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154458-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.obkwhl
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycaste skinneri Lindl.",
 "Country is Guatemala"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005730-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtbh84
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuphea aspera Chapm."
 ]
}

 The dataset includes 124 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154465-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yujmua
title: Occurrence Download

description: A dataset containing 4863 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythranthe Spach"
 ]
}

 The dataset includes 4863 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005731-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tf3br
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuphea aristata Hemsl."
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154463-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ozallx
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribution of meiobenthos in surface sediments of the northeastern Atlantic (Table 1)"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005731-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwv2cs
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Athyrium venulosum Ching"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036365-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gddgpf
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is India",
 "Country is Nepal",
 "Country is Myanmar"
 ]
 },
 "TaxonKey is Capricornis sumatraensis (Bechstein, 1799)"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005731-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjt9mz
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuphea hispidiflora Koehne"
 ]
}

 The dataset includes 104 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154479-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcbgml
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugenia coaetanea O.Berg"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005732-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfggq4
title: Occurrence Download

description: A dataset containing 492 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuphea bustamanta Lex."
 ]
}

 The dataset includes 492 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154485-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i5ezni
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schistidium sordidum I.Hagen",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-23.203125 82.765372,-23.203125 33.724339,78.046875 33.724339,78.046875 82.765372,-23.203125 82.765372))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005732-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yj4j84
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Davidia involucrata Baill."
 ]
}

 The dataset includes 296 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154483-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jobpq8
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "or" : [
 "ScientificName is Betula × sargentii Dugle",
 "ScientificName is Betula × sargentii",
 "ScientificName is Betula x sargentii",
 "ScientificName is Betula x sargentii Dugle",
 "ScientificName is Betula xsargentii Dugle",
 "ScientificName is Betula sargentii Dugle"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005732-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65zqb3
title: Occurrence Download

description: A dataset containing 576 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrocalamus latiflorus Munro"
 ]
}

 The dataset includes 576 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027857-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkm7hv
title: Occurrence Download

description: A dataset containing 1303 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Colombia",
 "Country is Venezuela (Bolivarian Republic of)",
 "Country is Ecuador"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Caviidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1303 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005732-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqq5gx
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is BLR",
 "TaxonKey is Pulsatilla patens (L.) Mill."
 ]
}

 The dataset's 1 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053875-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfdkge
title: Occurrence Download

description: A dataset containing 961 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Belarus",
 "Country is Austria",
 "Country is Germany",
 "Country is Poland",
 "Country is Russian Federation",
 "Country is Lithuania"
 ]
 },
 "TaxonKey is Bison bonasus (Linnaeus, 1758)"
 ]
}

 The dataset includes 961 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005732-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcgqkc
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuphea crulsiana Koehne"
 ]
}

 The dataset includes 68 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154523-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bij4g7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Crepis incarnata (Jacq.) Tausch",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005732-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puztj7
title: Occurrence Download

description: A dataset containing 1935 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuphea antisyphilitica Kunth"
 ]
}

 The dataset includes 1935 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154499-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvirlx
title: Occurrence Download

description: A dataset containing 14625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-106 43,-106 60,-73 60,-73 43,-106 43))",
 "HasCoordinate is true",
 "TaxonKey is Reptilia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14625 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005732-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17008542
title: Battery Imaging Library: XRD-CT - AAA LiFeS2 battery discharged (reconstructed data)

description: This entry contains the reconstructed data and scan parameters for AAA LiFeS2 battery discharged. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17206853
title: Diversity as a Catalyst: Socio-Technical Dynamics of Software Engineering on Stack Overflow – Replication Package

description: Software engineering (SE) represents a dynamic interplay between technical systems and human elements. While the field has traditionally centred on functional and technical requirements, growing attention has been directed towards the profound impact of human aspects—such as geographical, socioeconomic, cultural and demographic diversity—on SE practices. This work presents a series of interconnected investigations that explore these dimensions through both quantitative and qualitative lenses.

The research begins with a tertiary study that maps the current landscape of human aspects in SE literature, identifying underexplored diversity domains. It then progresses into a global correlational analysis using Stack Overflow as a representative proxy for the broader SE community, examining how regional and socioeconomic factors influence user participation and contribution patterns. Subsequent chapters focus specifically on the United States, operationalising diversity indicators to examine more nuanced socio-technical dynamics, including user behaviour, community values, and variations in code quality across urban and rural contexts.

The final stage of the work employs a qualitative study to validate the quantitative findings by engaging directly with Stack Overflow users, offering insight into their lived experiences and perceptions. Together, these studies reveal that diversity meaningfully shapes collective intelligence, knowledge-sharing practices, and technical outputs in online developer communities. The findings offer theoretical contributions to SE as a sociotechnical discipline, as well as practical recommendations for fostering more inclusive, equitable, and resilient software ecosystems.

This replication package accompanies the work to support transparency, reproducibility and further scholarly inquiry into the methodologies employed.
DOI: 10.5281/zenodo.17167613
title: Battery Imaging Library: XRD-CT - AAA LiFeS2 battery discharged (reconstructed data)

description: This entry contains the reconstructed data and scan parameters for AAA LiFeS2 battery discharged. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17008541
title: Battery Imaging Library: XRD-CT - AAA LiFeS2 battery discharged (reconstructed data)

description: This entry contains the reconstructed data and scan parameters for AAA LiFeS2 battery discharged. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17008561
title: Battery Imaging Library: XRD-CT - 18650 Na-ion battery charged (reconstructed data)

description: This entry contains the reconstructed data and scan parameters for 18650 Na-ion (HAKADI 1500mAh) battery charged to 4V. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17008560
title: Battery Imaging Library: XRD-CT - 18650 Na-ion battery charged (reconstructed data)

description: This entry contains the reconstructed data and scan parameters for 18650 Na-ion (HAKADI 1500mAh) battery charged to 4V. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17167612
title: Battery Imaging Library: XRD-CT - 18650 Na-ion battery charged (reconstructed data)

description: This entry contains the reconstructed data and scan parameters for 18650 Na-ion (HAKADI 1500mAh) battery charged to 4V. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.15468/dl.khtn3a
title: Occurrence Download

description: A dataset containing 634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((26.12039 37.67942,26.00248 37.61988,25.92508 37.49245,26.09061 37.48292,26.29188 37.4996,26.36333 37.58653,26.41692 37.69252,26.37048 37.72349,26.18708 37.68657,26.12039 37.67942))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 634 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018905-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17167611
title: Battery Imaging Library: XRD-CT - 18650 Na-ion battery charged (raw data)

description: This entry contains the sinogram data and scan parameters for 18650 Na-ion (HAKADI 1500mAh) battery charged to 4V. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17008555
title: Battery Imaging Library: XRD-CT - 18650 Na-ion battery charged (raw data)

description: This entry contains the sinogram data and scan parameters for 18650 Na-ion (HAKADI 1500mAh) battery charged to 4V. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17008565
title: Battery Imaging Library: XRD-CT - 18650 Na-ion battery discharged (raw data)

description: This entry contains the sinogram data and scan parameters for 18650 Na-ion (HAKADI 1500mAh) battery discharged to 1.3V. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.