cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hz6gkn
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Alien plants of Kyrgyzstan"
 ]
}

 The dataset includes 305 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026610-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15389606
title: Test data for Voronoi segmentation tutorial: Image features

description: Test image for the GTN tutorial titled 'Voronoi segmentation': https://zenodo.org/records/15172302
DOI: 10.5281/zenodo.15389607
title: Test data for Voronoi segmentation tutorial: Image features

description: Test image for the GTN tutorial titled 'Voronoi segmentation': https://zenodo.org/records/15172302
DOI: 10.21233/ekmf-cg06
title: Lochore Creek [EdRk-VP] vertebrate fauna dataset

description: Raw data for the Lochore Creek [EdRk-VP] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/aytw-pn34
title: NICHOL06 pollen surface sample dataset

description: Raw data for the NICHOL06 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.3c64s2
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sapindus rarak DC."
 ]
}

 The dataset includes 259 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026611-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7u9gn
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Alien plants of Kyrgyzstan"
 ]
}

 The dataset includes 305 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026612-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/hcnn-gv76
title: Amphitheater Lake water chemistry dataset

description: Raw data for the Amphitheater Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.hrmpfs
title: Occurrence Download

description: A dataset containing 12425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71 -32,-70 -32,-70 -31,-71 -31,-71 -32))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12425 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026614-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqj2ae
title: Occurrence Download

description: A dataset containing 11326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sapindus saponaria L."
 ]
}

 The dataset includes 11326 records from 545 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026613-250426092105405/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.29041583
title: Metadata and Recombinant Candidate Identification in nsp12 Region of 1,407 SARS-CoV-2 Genomes (Early 2025)

description: This dataset includes aligned sequence IDs and metadata for <b>1,407 SARS-CoV-2 genomes </b>, focusing on the <b>nsp12 (RdRp) coding region </b>, collected globally during early 2025. Using <b>Nextclade </b>, I identified <b>7 potential recombinant sequences </b>within this dataset. This metadata file provides sequence identifiers used in downstream analysis and can be used for tracking, filtering, or re-analysis of the nsp12 region.Sequences are primarily assigned to lineage <b>BA.2.86 </b>. Files can also be requested for other non-structural proteins (nsp7, nsp8, nsp14), with related analyses available under separate DOIs.
DOI: 10.15468/dl.qavr24
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-200.0",
 "GadmGid is USA.6_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Melanocalyx uniflora (L.) Morin"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026615-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/2f1h-k069
title: Wildcat water chemistry dataset

description: Raw data for the Wildcat water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21227/ea4b-1h35
title: "burger model data"

description: "burger model data"
DOI: 10.21233/nzrb-md34
title: Aubrey [41DN479] vertebrate fauna dataset

description: Raw data for the Aubrey [41DN479] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15389615
title: Test data for Voronoi segmentation tutorial: Segmentation

description: Test material for the GTN tutorial titled 'Voronoi segmentation': https://zenodo.org/records/15172302
DOI: 10.5281/zenodo.15389616
title: Test data for Voronoi segmentation tutorial: Segmentation

description: Test material for the GTN tutorial titled 'Voronoi segmentation': https://zenodo.org/records/15172302
DOI: 10.21233/92e2-z579
title: Aubrey [41DN479] vertebrate fauna dataset

description: Raw data for the Aubrey [41DN479] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/279j-1368
title: LRRB45 pollen surface sample dataset

description: Raw data for the LRRB45 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/kne3-rw44
title: LDDsite2056 ostracode surface sample dataset

description: Raw data for the LDDsite2056 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.e8afw6
title: Occurrence Download

description: A dataset containing 3986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoxinus phoxinus (Linnaeus, 1758)",
 "Country is Norway",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 3986 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026616-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/x5g2-dp87
title: Tianchi Lake ostracode surface sample dataset

description: Raw data for the Tianchi Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.28957829
title: What are newly qualified physiotherapists’ experiences of implementing supported self-management with patients in practice? An interpretative phenomenological analysis

description: Supported self-management (SSM) refers to healthcare professionals collaborating with those with long-term health conditions to acquire the knowledge, skills and confidence to enable them to actively manage their condition. Benefits of SSM for service users and healthcare efficiencies have been shown. Based on evidence, the physiotherapy curriculum at one university was restructured to teach and assess SSM principles and practical approaches. The impact of this intervention as learners transitioned into practice was unknown. Therefore, this study aimed to explore the lived experiences of newly qualified physiotherapists (NQPs) as they implemented their SSM training in practice. Six NQPs from one university, recruited through purposive sampling, participated in semi-structured interviews. Interviews were transcribed verbatim and analysed using Interpretative Phenomenological Analysis. Three themes were interpreted: (i) I have SSM skills but where do they come from?, (ii) SSM in tension with the service priorities and (iii) being ‘OK’ that implementing SSM has different outcomes. Findings indicate that whilst NQPs routinely us SSM techniques this was a reactive response to the demands of practice rather than planned intent. The findings suggest SSM was an approach driven by pragmatism rather than its broader conceptual aims. Accordingly, participants struggled to integrate SSM meaningfully in practice and was seen as adjunctive rather than an underpinning principle. The findings suggest that despite efforts to include SSM in pre-qualification training, this inadequately prepared learners to translate into practice. Training needs to be enhanced with increased integration of psychological and social skills, potentially through simulation-based learning.
DOI: 10.6084/m9.figshare.28957829.v1
title: What are newly qualified physiotherapists’ experiences of implementing supported self-management with patients in practice? An interpretative phenomenological analysis

description: Supported self-management (SSM) refers to healthcare professionals collaborating with those with long-term health conditions to acquire the knowledge, skills and confidence to enable them to actively manage their condition. Benefits of SSM for service users and healthcare efficiencies have been shown. Based on evidence, the physiotherapy curriculum at one university was restructured to teach and assess SSM principles and practical approaches. The impact of this intervention as learners transitioned into practice was unknown. Therefore, this study aimed to explore the lived experiences of newly qualified physiotherapists (NQPs) as they implemented their SSM training in practice. Six NQPs from one university, recruited through purposive sampling, participated in semi-structured interviews. Interviews were transcribed verbatim and analysed using Interpretative Phenomenological Analysis. Three themes were interpreted: (i) I have SSM skills but where do they come from?, (ii) SSM in tension with the service priorities and (iii) being ‘OK’ that implementing SSM has different outcomes. Findings indicate that whilst NQPs routinely us SSM techniques this was a reactive response to the demands of practice rather than planned intent. The findings suggest SSM was an approach driven by pragmatism rather than its broader conceptual aims. Accordingly, participants struggled to integrate SSM meaningfully in practice and was seen as adjunctive rather than an underpinning principle. The findings suggest that despite efforts to include SSM in pre-qualification training, this inadequately prepared learners to translate into practice. Training needs to be enhanced with increased integration of psychological and social skills, potentially through simulation-based learning.
DOI: 10.6084/m9.figshare.28914933
title: Mapping global research on artificial intelligence in physical therapy: a bibliometric analysis from 1990 to 2023

description: The application of artificial intelligence (AI) in physical therapy has garnered increasing interest in recent years. We aimed to explore the current state of research on AI applications in physical therapy using bibliometric methods. A comprehensive literature search was conducted in Scopus (1990–2023). Two independent reviewers assessed titles, abstracts, and full documents. Inclusion criteria consisted of documents addressing AI applicability in physical therapy. Bibliometric analysis was conducted using VOSviewer and the R package Bibliometrix. A total of 805 studies were retrieved. After applying exclusion criteria and screening, 460 documents published across 317 journals were included, showing an annual growth rate of 16.7%. The average document age was 5.1 years. Contributions came from 1974 authors, with the University of Toronto being the most prolific institution. Research originated from 65 countries, led by the USA, followed by China, India, Germany, and Canada. Key themes included ‘machine learning’, ‘rehabilitation’, ‘physiotherapy’, ‘artificial intelligence’, ‘physical therapy’, and ‘deep learning’. The number of publications on AI in physical therapy has grown significantly. Despite this, there is a notable gap in international collaboration, with research primarily centred in high- and upper-middle-income countries. Findings provide valuable insights into underexplored topics representing potential areas.
DOI: 10.6084/m9.figshare.28914933.v1
title: Mapping global research on artificial intelligence in physical therapy: a bibliometric analysis from 1990 to 2023

description: The application of artificial intelligence (AI) in physical therapy has garnered increasing interest in recent years. We aimed to explore the current state of research on AI applications in physical therapy using bibliometric methods. A comprehensive literature search was conducted in Scopus (1990–2023). Two independent reviewers assessed titles, abstracts, and full documents. Inclusion criteria consisted of documents addressing AI applicability in physical therapy. Bibliometric analysis was conducted using VOSviewer and the R package Bibliometrix. A total of 805 studies were retrieved. After applying exclusion criteria and screening, 460 documents published across 317 journals were included, showing an annual growth rate of 16.7%. The average document age was 5.1 years. Contributions came from 1974 authors, with the University of Toronto being the most prolific institution. Research originated from 65 countries, led by the USA, followed by China, India, Germany, and Canada. Key themes included ‘machine learning’, ‘rehabilitation’, ‘physiotherapy’, ‘artificial intelligence’, ‘physical therapy’, and ‘deep learning’. The number of publications on AI in physical therapy has grown significantly. Despite this, there is a notable gap in international collaboration, with research primarily centred in high- and upper-middle-income countries. Findings provide valuable insights into underexplored topics representing potential areas.
DOI: 10.21233/jd83-z046
title: Xinjiang1 testate amoebae surface sample dataset

description: Raw data for the Xinjiang1 testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15389621
title: Test data for Voronoi segmentation tutorial: Colorized label map

description: Test material for the GTN tutorial titled 'Voronoi segmentation': https://zenodo.org/records/15172302
DOI: 10.5281/zenodo.15389622
title: Test data for Voronoi segmentation tutorial: Colorized label map

description: Test material for the GTN tutorial titled 'Voronoi segmentation': https://zenodo.org/records/15172302
DOI: 10.21233/y060-ty53
title: Tip Top, Sierra Co., NM vertebrate fauna dataset

description: Raw data for the Tip Top, Sierra Co., NM vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.ce23rr
title: Occurrence Download

description: A dataset containing 15012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (COL.5_2, COL.15.26_2, COL.15.8_2, COL.15.55_2, COL.15.58_2, COL.15.29_2, COL.15.21_2, COL.15.16_2, COL.15.11_2, COL.15.48_2, COL.15.100_2, COL.15.33_2, COL.15.19_2, COL.15.111_2, COL.15.89_2, COL.15.60_2, COL.15.116_2, COL.15.93_2, COL.15.96_2, COL.15.25_2, COL.15.88_2, COL.15.20_2, COL.15.92_2, COL.15.94_2, COL.15.30_2, COL.15.22_2, COL.15.53_2, COL.15.38_2, COL.15.87_2, COL.15.40_2, COL.15.82_2, COL.15.42_2, COL.15.109_2, COL.15.115_2, COL.15.86_2, COL.15.83_2)",
 "IucnRedListCategory is one of (EW, CR, EN, VU)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 15012 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026617-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/65x3-jh24
title: Missiamkikam Creek ostracode surface sample dataset

description: Raw data for the Missiamkikam Creek ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ej80-wq55
title: Eipurs bog pollen dataset

description: Raw data for the Eipurs bog pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.6665n9
title: Occurrence Download

description: A dataset containing 406034 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosmarinus officinalis L."
 ]
}

 The dataset includes 406034 records from 826 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026600-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ensgkb
title: Occurrence Download

description: A dataset containing 81938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-122.5377 37.69372,-122.33165 37.69527,-122.32729 37.81825,-122.54177 37.81825,-122.5377 37.69372))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Amphibia, Arachnida, Aves, Insecta, Mammalia, Reptilia, Reptilia, Reptilia, Reptilia)",
 "Year 2019-2024"
 ]
}

 The dataset includes 81938 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001727-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqkeaz
title: Occurrence Download

description: A dataset containing 1487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Physalis crassifolia"
 ]
}

 The dataset includes 1487 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023199-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/69d-268-1vc
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nlm-7v2-j9d
title: †Cellaria forceps Lagaaij, 1952

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ezc-el5-2m9
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pfz-crv-9he
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nwb-hen-hdf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/leh-56x-pne
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/npv-wc2-9zz
title: †Cardium subalternatum H. M. Jenkins, 1864

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3mt-5nw-6ac
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wga-0nx-8y2
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y06-53y-mj3
title: Microporina Levinsen, 1909

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n3d-l9w-cmt
title: Serpula Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6x-2w4-va7
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yds-68v-eel
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yg6-wtt-wkr
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1va-ght-dj7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/chr-c9v-xae
title: Cellaria fistulosa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kyz-plh-fyf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.