cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30762380.v1
title: CITE-seq dataset of PBMC (downsampled from Hao et al. 2021)

description: A downsampled version of the CITE-seq data published by Hao et al. 2021: https://www.cell.com/cell/fulltext/S0092-8674(21)00583-3The dataset contains transcriptome + protein measurements for 20k cells derived from a larger PBMC dataset.
DOI: 10.5281/zenodo.17778562
title: Dataset of hygrothermal measurements of 56 timber-framed wall structures and material properties

description: This dataset includes laboratory measurements of 56 different timber-framed wall structures for autumn, winter, and spring seasons, along with corresponding material properties. The dataset is sufficient for a typical hygrothermal software validation and benchmarking.

Information includes, for example, geometry, temperature, relative humidity, both initial and boundary values, and material properties that vary with relative humidity. The detailed list of the variables is given below in the "Structure" section. Long, descriptive variable names are used to minimize the need for separate documentation.

The data is primarily machine-readable to support large-scale simulation program validation, but remains accessible to humans. Common web browsers and text editors can open the JSON-files. Examples of accessing the data with Python are provided in "src" folder. JSON is the primary format, supplemented by additional images and XLSX files containing some of the same data. Material properties are also provided as TXT files for easy COMSOL readability.

Some files are repeated at the top level for easy preview on the Zenodo webpage.
DOI: 10.5281/zenodo.17778563
title: Dataset of hygrothermal measurements of 56 timber-framed wall structures and material properties

description: This dataset includes laboratory measurements of 56 different timber-framed wall structures for autumn, winter, and spring seasons, along with corresponding material properties. The dataset is sufficient for a typical hygrothermal software validation and benchmarking.

Information includes, for example, geometry, temperature, relative humidity, both initial and boundary values, and material properties that vary with relative humidity. The detailed list of the variables is given below in the "Structure" section. Long, descriptive variable names are used to minimize the need for separate documentation.

The data is primarily machine-readable to support large-scale simulation program validation, but remains accessible to humans. Common web browsers and text editors can open the JSON-files. Examples of accessing the data with Python are provided in "src" folder. JSON is the primary format, supplemented by additional images and XLSX files containing some of the same data. Material properties are also provided as TXT files for easy COMSOL readability.

Some files are repeated at the top level for easy preview on the Zenodo webpage.
DOI: 10.15468/dl.377hse
title: Occurrence Download

description: A dataset containing 29846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rotifera"
 ]
}

 The dataset includes 29846 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022031-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17789383
title: Datensatzbeschreibung des Forschungsdatenzentrums Gesundheit

description: Das Forschungsdatenzentrum Gesundheit

Das Forschungsdatenzentrum Gesundheit (FDZ Gesundheit) am Bundesinstitut für Arzneimittel und Medizinprodukte (BfArM) erschließt zu Forschungszwecken die pseudonymisierten Abrechnungsdaten der gesetzlich Krankenversicherten.Das Ziel: Eine bessere Gesundheitsversorgung für alle.

Das FDZ Gesundheit befindet sich aktuell im Aufbau. Aktuelle Informationen finden Sie auf der Webseite.




Über diese Datensatzbeschreibung

Dieses Repository enthält eine vorläufige Datensatzbeschreibung, welche über die Struktur der in Zukunft über das FDZ Gesundheit zugänglichen Daten informiert.Ziel der Veröffentlichung dieser Datensatzbeschreibung ist es, interessierten Personen bereits vor Antragsstellung die Möglichkeit zu geben, sich mit den Daten des FDZ auseinander zu setzen und abzuschätzen, welche Forschungsvorhaben realisierbar und erfolgsversprechend sein könnten. Die Daten sind in Abhängigkeit der Berichtsjahre auf unterschiedliche Datenmodelle aufgeteilt, welche sich inhaltlich unterscheiden. Nicht alle Daten sind in allen Datenmodellen und für alle Berichtsjahre verfügbar.

Eine interaktive Datensatzbeschreibung mit weiteren Informationen finden Sie hier. Das entsprechende GitHub Repository ist hier zu finden. 

Alle Angaben ohne Gewähr. Es können noch Änderungen auftreten.
description: Die Datensatzbeschreibung enthält keine Gesundheitsdaten. Der FDZ-Datensatz ist nicht öffentlich zugänglich, kann aber auf Antrag für Forschungszwecke genutzt werden. Weitere Informationen finden Sie auf unserer Webseite.
DOI: 10.5281/zenodo.11056800
title: Datensatzbeschreibung des Forschungsdatenzentrums Gesundheit

description: Das Forschungsdatenzentrum Gesundheit

Das Forschungsdatenzentrum Gesundheit (FDZ Gesundheit) am Bundesinstitut für Arzneimittel und Medizinprodukte (BfArM) erschließt zu Forschungszwecken die pseudonymisierten Abrechnungsdaten der gesetzlich Krankenversicherten.Das Ziel: Eine bessere Gesundheitsversorgung für alle.

Das FDZ Gesundheit befindet sich aktuell im Aufbau. Aktuelle Informationen finden Sie auf der Webseite.




Über diese Datensatzbeschreibung

Dieses Repository enthält eine vorläufige Datensatzbeschreibung, welche über die Struktur der in Zukunft über das FDZ Gesundheit zugänglichen Daten informiert.Ziel der Veröffentlichung dieser Datensatzbeschreibung ist es, interessierten Personen bereits vor Antragsstellung die Möglichkeit zu geben, sich mit den Daten des FDZ auseinander zu setzen und abzuschätzen, welche Forschungsvorhaben realisierbar und erfolgsversprechend sein könnten. Die Daten sind in Abhängigkeit der Berichtsjahre auf unterschiedliche Datenmodelle aufgeteilt, welche sich inhaltlich unterscheiden. Nicht alle Daten sind in allen Datenmodellen und für alle Berichtsjahre verfügbar.

Eine interaktive Datensatzbeschreibung mit weiteren Informationen finden Sie hier. Das entsprechende GitHub Repository ist hier zu finden. 

Alle Angaben ohne Gewähr. Es können noch Änderungen auftreten.
description: Die Datensatzbeschreibung enthält keine Gesundheitsdaten. Der FDZ-Datensatz ist nicht öffentlich zugänglich, kann aber auf Antrag für Forschungszwecke genutzt werden. Weitere Informationen finden Sie auf unserer Webseite.
DOI: 10.15468/dl.wxkn5y
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gmelinoides fasciatus"
 ]
}

 The dataset includes 218 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022033-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18750/flowvelocity.2025.r2025
title: Swiss Glacier Flow Velocity (release 2025)

description: Local ice flow velocity at the surface is measured on selected Swiss glaciers with a focus on long-term variations. Various terrestrial surveying techniques as well as image analysis has been used. Observation have been carried out on seasonal and annual time periods. The measurements are presented for the exact time period and converted to annual flow speed for a normalized period of 365 days. The dataset contains all available observations up to present and is delivered as a .csv file.
DOI: 10.17026/ar/1dmf4h
title: PAN-00023862 - cylindrical or disk-shaped Roman block weight

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00023862&lt;/p&gt;
description: Modified: 2025-08-12T10:16:20+02:00
DOI: 10.15468/dl.fvp6vc
title: Occurrence Download

description: A dataset containing 7642 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dreissena bugensis"
 ]
}

 The dataset includes 7642 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022036-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n9p47
title: Occurrence Download

description: A dataset containing 2332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gazella bennettii, Semnopithecus entellus)",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2332 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022037-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsk3xc
title: Occurrence Download

description: A dataset containing 625652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2022-09-01",
 "EventDate is less than or equal to 2022-10-01",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 625652 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125344-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnpw6s
title: Occurrence Download

description: A dataset containing 11276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is India",
 "GadmGid is IND",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Haliaeetus leucogaster (Gmelin, 1788)"
 ]
}

 The dataset includes 11276 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081492-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqnpfr
title: Occurrence Download

description: A dataset containing 7024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Camelina microcarpa Andrz. ex DC."
 ]
}

 The dataset includes 7024 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081498-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbksay
title: Occurrence Download

description: A dataset containing 22030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplotaxis erucoides (L.) DC.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22030 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066236-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22w2k3
title: Occurrence Download

description: A dataset containing 5244 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coturnix japonica Temminck & Schlegel, 1848"
 ]
}

 The dataset includes 5244 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0431710-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgx3qd
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((91.74790 -16.11885,132.06375 -16.11885,132.06375 12.10225,91.74790 12.10225,91.74790 -16.11885))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Syzygium cumini (L.) Skeels"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0433314-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smhp6f
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sinosenecio septilobus (C.C.Chang) B.Nord."
 ]
}

 The dataset includes 74 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130098-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8usgr3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Isosticta gracilior Lieftinck, 1975)"
 ]
}

 The dataset includes 8 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011130-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fddsf2
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris nusairiensis Mouterde"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075007-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6rjhs
title: Occurrence Download

description: A dataset containing 1344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Peltigera degenii Gyeln., Peltigera elisabethae Gyeln.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1344 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248446-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2wvr9
title: Occurrence Download

description: A dataset containing 835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pytilia phoenicoptera Swainson, 1837"
 ]
}

 The dataset includes 835 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0404937-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5u7kn
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sinosenecio rotundifolius Y.L.Chen"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130096-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74bwat
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Mussaenda divaricata var. divaricata"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011131-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c6ywf
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sinosenecio sichuanicus Y.Liu & Q.E.Yang"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130099-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8h74y
title: Occurrence Download

description: A dataset containing 16348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepra amara (Ach.) Hafellner)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 16348 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248600-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftmazy
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scutalus proteus (Broderip, 1832)"
 ]
}

 The dataset includes 191 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031304-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqenhw
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epinephelus niveatus (Valenciennes, 1828)"
 ]
}

 The dataset includes 152 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031315-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thy9zj
title: Occurrence Download

description: A dataset containing 752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pertusaria coronata (Ach.) Th.Fr.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 752 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248605-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vmndh
title: Occurrence Download

description: A dataset containing 3793 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetraogallus caspius (S.G.Gmelin, 1784)"
 ]
}

 The dataset includes 3793 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038425-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ym2qb
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis brasiliensis G.Lodd. ex Hildebr.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333444-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.