cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15344360
title: DHI DK-dybdemodel

description: The Danish waters constitute an important framework for a wide range of human activities and represent a very important resource for the entire Danish society. Knowledge of the depths of the sea is therefore crucial and essential information, whether it concerns planning physical marine installations, setting up biological and physical models, or navigation at sea. Comprehensive depth data from the very coastal areas to the deepest waters are thus of great importance to Danish society.

DHI has launched a depth model covering all Danish waters. Here we provide free access to a subsample of the model covering an area around the island of Anholt. The model is based on a combination of the latest available data sources with depth information for all Danish waters. The shallow and dynamic coastal areas down to approximately 10 meters deep are mapped based on DHI’s state-of-the-art satellite-based depth analyses using machine learning algorithms, optical satellite images (Sentinel-2 MSI, Sentinel-3 OCLI), and satellite laser altimetry (ICESat2). The SDB data layers are created from an ensemble of depth prediction using imagery from multiple dates to increase data accuracy.

The spatial resolution in these coastal waters is 10 meters, which provides an unprecedented level of detail and accuracy for the coastal waters. For the deeper areas, the SDB data layer has been combined with the bathymetry model, Danmarks Dybdemodel, 50m opløsning, from the Danish Geodata agency[1] (resampled to 10 meter) and EMODnet Digital Bathymetry 2022[2] (resampled to 10 meter). 

Available is also supplementary data source file outlining data sources for each pixel in the bathymetry data layer. Data source classification: 1: digitized maps, 2: single beam, 3: multibeam, 4: historic sources, 5: interpolated, 6: SDB, 7: EMODnet. 

The Danish coastal zone is dynamic, and therefore, DHI will update the DHI DK-Depth Model when new and updated data sources become available, thereby ensuring a fully updated data basis for the entire Danish coastal zone.

For accessing the full dataset, please visit: https://coastalmapper.dhigroup.com/.





[1] Terms for Danmarks Dybde Model, 50m opløsning, see https://gst.dk/Media/638029838975394110/VIlk%C3%A5r_50m-modellen_DA.pdf




[2]Further description of EMODnet Bathymetry, see https://emodnet.ec.europa.eu/en/bathymetry
DOI: 10.5281/zenodo.15344361
title: DHI DK-dybdemodel

description: The Danish waters constitute an important framework for a wide range of human activities and represent a very important resource for the entire Danish society. Knowledge of the depths of the sea is therefore crucial and essential information, whether it concerns planning physical marine installations, setting up biological and physical models, or navigation at sea. Comprehensive depth data from the very coastal areas to the deepest waters are thus of great importance to Danish society.

DHI has launched a depth model covering all Danish waters. Here we provide free access to a subsample of the model covering an area around the island of Anholt. The model is based on a combination of the latest available data sources with depth information for all Danish waters. The shallow and dynamic coastal areas down to approximately 10 meters deep are mapped based on DHI’s state-of-the-art satellite-based depth analyses using machine learning algorithms, optical satellite images (Sentinel-2 MSI, Sentinel-3 OCLI), and satellite laser altimetry (ICESat2). The SDB data layers are created from an ensemble of depth prediction using imagery from multiple dates to increase data accuracy.

The spatial resolution in these coastal waters is 10 meters, which provides an unprecedented level of detail and accuracy for the coastal waters. For the deeper areas, the SDB data layer has been combined with the bathymetry model, Danmarks Dybdemodel, 50m opløsning, from the Danish Geodata agency[1] (resampled to 10 meter) and EMODnet Digital Bathymetry 2022[2] (resampled to 10 meter). 

Available is also supplementary data source file outlining data sources for each pixel in the bathymetry data layer. Data source classification: 1: digitized maps, 2: single beam, 3: multibeam, 4: historic sources, 5: interpolated, 6: SDB, 7: EMODnet. 

The Danish coastal zone is dynamic, and therefore, DHI will update the DHI DK-Depth Model when new and updated data sources become available, thereby ensuring a fully updated data basis for the entire Danish coastal zone.

For accessing the full dataset, please visit: https://coastalmapper.dhigroup.com/.





[1] Terms for Danmarks Dybde Model, 50m opløsning, see https://gst.dk/Media/638029838975394110/VIlk%C3%A5r_50m-modellen_DA.pdf




[2]Further description of EMODnet Bathymetry, see https://emodnet.ec.europa.eu/en/bathymetry
DOI: 10.15468/dl.22z6t2
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ptyonoprogne fuligula (Lichtenstein, 1842)",
 "Year 1028-2025"
 ]
}

 The dataset includes 202 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017946-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w62huu
title: Occurrence Download

description: A dataset containing 217588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 217588 records from 340 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017935-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwk9um
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malawi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Widdringtonia whytei Rendle"
 ]
}

 The dataset includes 45 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017948-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3710028801-fra
title: Caractéristiques et revenu d'emploi médian des cohortes longitudinales de diplômés postsecondaires 2, 5 et 10 ans après l'obtention du titre scolaire, selon le titre scolaire et le domaine d'études (Regroupements STIM et SACHES)

description: Caractéristiques et revenu d'emploi médian des diplômés postsecondaires 2, 5 et 10 ans après l'obtention du titre scolaire, selon le titre scolaire (Classification des programmes et des sanctions d'études - variante grade professionnel) et le domaine d'études (Classification des programmes d'enseignement (CPE) Canada 2021 - Regroupements STIM (science, technologie, ingénierie et mathématiques) et SACHES (santé, arts, commerce, science humaines, éducation et sciences sociales)).
DOI: 10.15468/dl.8zu4jm
title: Occurrence Download

description: A dataset containing 422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chad",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia seyal Delile"
 ]
}

 The dataset includes 422 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017950-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a86sra
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Panthera leo (Linnaeus, 1758), Afropavo congensis Chapin, 1936)"
 ]
}

 The dataset includes 174 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017951-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.60036
title: Research data supporting "Towards a holomorphic Density Functional Theory"

description: Data supporting publication "Towards a Holomorphic Density Functional Theory."
DOI: 10.5281/zenodo.15350099
title: Robot singularity passing dataset
DOI: 10.5281/zenodo.15350100
title: Robot singularity passing dataset
DOI: 10.5281/zenodo.15350107
title: sicyos_aunu_spades_01.fasta.gz
DOI: 10.5281/zenodo.15350108
title: sicyos_aunu_spades_01.fasta.gz
DOI: 10.13026/6dnk-7r25
title: MIMIC-IV-Ext Cardiac Disease

description: With the rapid development of generative LLMs (large language models) in the
field of natural language processing, their potential in medical applications
has become increasingly evident. However, most existing studies rely on exam-
style questions or artificially designed cases, lacking validation using real
patient data. To address this gap, this study leverages the MIMIC-IV database
to construct a subset, MIMIC-IV-Ext Cardiac Disease, which includes 4,761
patients diagnosed with cardiac diseases. The dataset covers all relevant
clinical examinations from admission to discharge, as well as the final
diagnoses.Combining these data with the multi-turn interaction framework we
built can be used to test whether large models can guide patients through in-
hospital examinations. Moreover, after modifying the MIMIC-IV dataset, our
sub-dataset can greatly facilitate researchers in conducting other studies.
DOI: 10.13026/khgm-hc33
title: MIMIC-IV-Ext Cardiac Disease

description: With the rapid development of generative LLMs (large language models) in the
field of natural language processing, their potential in medical applications
has become increasingly evident. However, most existing studies rely on exam-
style questions or artificially designed cases, lacking validation using real
patient data. To address this gap, this study leverages the MIMIC-IV database
to construct a subset, MIMIC-IV-Ext Cardiac Disease, which includes 4,761
patients diagnosed with cardiac diseases. The dataset covers all relevant
clinical examinations from admission to discharge, as well as the final
diagnoses.Combining these data with the multi-turn interaction framework we
built can be used to test whether large models can guide patients through in-
hospital examinations. Moreover, after modifying the MIMIC-IV dataset, our
sub-dataset can greatly facilitate researchers in conducting other studies.
DOI: 10.5281/zenodo.15348223
title: Robotic music performance dataset
DOI: 10.5281/zenodo.15348224
title: Robotic music performance dataset
DOI: 10.5281/zenodo.15348176
title: Robotic machining dataset
DOI: 10.5281/zenodo.15348177
title: Robotic machining dataset
DOI: 10.15468/dl.bbdbf8
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ateles paniscus (Linnaeus, 1758)"
 ]
}

 The dataset includes 40 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017955-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3kqne
title: Occurrence Download

description: A dataset containing 19461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((156.98217 -70.98000,269.38217 -70.98000,269.38217 -25.98000,156.98217 -25.98000,156.98217 -70.98000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orthoptera"
 ]
}

 The dataset includes 19461 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017957-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxvxpj
title: Occurrence Download

description: A dataset containing 1192842 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Lauraceae)"
 ]
}

 The dataset includes 1192842 records from 2666 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017943-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g22f68
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stellera chamaejasme L.",
 "Year 1970-2020"
 ]
}

 The dataset includes 314 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020853-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyhht6
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Côte d’Ivoire",
 "OccurrenceStatus is Present",
 "TaxonKey is Celosia argentea L."
 ]
}

 The dataset includes 15 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011235-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ersmz
title: Occurrence Download

description: A dataset containing 3214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Berchemia scandens (Hill) K.Koch)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3214 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075776-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey8p7q
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribution of Cretaceous and early Danian planktonic foraminifera in ODP Hole 119-738C (Table 1)"
 ]
}

 The dataset includes 184 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020876-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbfjww
title: Occurrence Download

description: A dataset containing 1825209086 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1825209086 records from 14617 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188610-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7n2ya
title: Occurrence Download

description: A dataset containing 94781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tubothalamea"
 ]
}

 The dataset includes 94781 records from 1040 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011694-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.973fdj
title: Occurrence Download

description: A dataset containing 19494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytomyxea"
 ]
}

 The dataset includes 19494 records from 271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011705-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmu725
title: Occurrence Download

description: A dataset containing 1307127 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RU-BIRDS.RU, Birds observations database from Russia and neighboring regions. Zoological Museum of M.V. Lomonosov Moscow State University."
 ]
}

 The dataset includes 1307127 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001484-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/zhdwkp
title: en-part2

description: en-part2
DOI: 10.15468/dl.2sn35j
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynaeus angustus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 253 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010911-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/43t-hvp-j60
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xhn-8sw-zst
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6zy-32w-abx
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h19-b74-mt7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ww-tpg-z6e
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s1l-vkf-5e5
title: †Athyris M'Coy, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pt5-r6n-tth
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fnq-ybh-8gp
title: Crocuta crocuta (Erxleben, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kc2-tm5-0cd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69z-dv3-52r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zcj-pyz-xsg
title: †Microderoceras birchi (Sowerby, 1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4p-9pq-9mg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mv2-5lg-b0d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8cc-he1-1jx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zw2-80v-l6a
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.2twt29
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Malus kirghisorum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022531-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qfk-y77-9sf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/10n-zzy-q9y
title: Reteporella Busk, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/96j-4bn-krd
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p1z-d52-22s
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q23-d8z-ear
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t8d-ftf-s2s
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/86k-9vv-2dm
title: Homo sapiens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nt1-s6k-82s
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0hk-vnv-ybm
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j92-9t4-1pj
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y88-1pm-nn1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/513-07s-74n
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/73y-mcs-lga
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/74y-286-crr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jbn-as7-nzg
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n3h-7tn-m46
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tvb-nfe-bjx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gsa-2pf-v52
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/298-pje-9b5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r5g-ksb-9x1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5dr-q7j-nzt
title: †Alveolina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k34-6xc-1y7
title: †Alveolina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/652-b9x-ff3
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmy-yt8-ykl
title: †Hypoturrilites gravesianus (d'Orbigny, 1842)

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