cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yussg4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jubaea chilensis",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013838-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jaght
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Forestiera segregata)",
 "StateProvince is one of (Bahamas, Bermuda, Cayman Is., Cuba, Dominican Republic, Florida, Georgia, Haiti, Jamaica, Leeward Is., Puerto Rico, South Carolina, Turks-Caicos Is.)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 768 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013839-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16570483
title: Survey data on children's nature relatedness from the PLANET4B educational case

description: In the frame of the PLANET4B education case we assessed children's relatedness to nature in three partner schools in 2024 and 2025. In each school one class who engages with school gardening tasks was surveyed before and after researchers' interventions (i.e., photovoice, interactive biodiversity class), and in two of the partnering school we also run the survey with students who are not participating in the school gardening activities (as control group). Anonymized raw survey data is shared in this database.
DOI: 10.15454/9hm5ui
title: URGI data management plan

description: Data management plan of the URGI Facility. Copyrights: The creator(s) of this plan accept(s) that all or part of the text may be reused and personalized if necessary for another plan. You can cite this plan’s DOI as a source, but this does not imply that the creator(s) endorse(s) or have any connection with your project or submission.
DOI: 10.15468/dl.kpfrp7
title: Occurrence Download

description: A dataset containing 558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Blysmus sinocompressus"
 ]
}

 The dataset includes 558 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013843-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jygbdy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((10 -60,20 -60,20 -50,10 -50,10 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013842-251009101135966/datasets/export for details.
DOI: 10.5281/zenodo.14990041
title: Data from : "#Vers2022: 50-year resurvey data of French earthworm assemblages obtained after resampling Bouché's historical sites"

description: The #Vers2022 dataset aims to understand how earthworm assemblages and diversity have changed over the last 50 years in mainland France, in semi-natural habitats.

The dataset includes:





(1) Historical data from Bouché (1972): A standardized, computerized format of earthworm assemblage data (including absence data) from 1,399 sites, comprising 36,079 individual earthworm records across 127 species and subspecies from the 1961-1970 period.




(2) The #Vers2022 resurvey data: Assemblage data from 418 sites resampled between 2019 and 2023, previously sampled in Bouché (1972). This dataset includes 11,137 individual records (22,344 including unidentified specimens), documenting 122 species and subspecies.




(3) Mass data: Information on individual body mass and total earthworm biomass per assemblage from the 2019-2023 data.


(4) Site description and soil analysis: Data from both historical (1961-1970) and resurveyed (2019-2023) sites, providing insight into environmental conditions, in English.



(5) Updated taxonomy: A revised classification of species and subspecies names used by Bouché (1972) in light of current taxonomy, facilitating better interpretation and providing standardized names for future studies using this dataset.



The dataset is structured into the following files:





VERS2022_assemblages.csv: Contains assemblage data from historical and resurvey sites, including individual body mass and biomass information.




VERS2022_stations.csv: Contains site descriptions and soil analysis results.




VERS2022_taxonomy.csv: Contains updated taxonomy information.



For a detailed description of the dataset, refer to Gérard et al. (2025) (https://doi.org/10.1002/ecy.70109).

For the most recent version of this dataset, see 10.5281/zenodo.14990040.
DOI: 10.15468/dl.khj4tb
title: Occurrence Download

description: A dataset containing 991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vigna adenantha)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 991 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013844-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jj2d6x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 -60,10 -60,10 -50,0 -50,0 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013847-251009101135966/datasets/export for details.
DOI: 10.15468/dl.33k6mc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-10 -60,0 -60,0 -50,-10 -50,-10 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013848-251009101135966/datasets/export for details.
DOI: 10.15468/dl.ryx5p2
title: Occurrence Download

description: A dataset containing 24086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 50,10 50,10 60,0 60,0 50))"
 ]
}

 The dataset includes 24086 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013846-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14990040
title: Data from : "#Vers2022: 50-year resurvey data of French earthworm assemblages obtained after resampling Bouché's historical sites"

description: The #Vers2022 dataset aims to understand how earthworm assemblages and diversity have changed over the last 50 years in mainland France, in semi-natural habitats.

The dataset includes:





(1) Historical data from Bouché (1972): A standardized, computerized format of earthworm assemblage data (including absence data) from 1,399 sites, comprising 36,079 individual earthworm records across 127 species and subspecies from the 1961-1970 period.




(2) The #Vers2022 resurvey data: Assemblage data from 418 sites resampled between 2019 and 2023, previously sampled in Bouché (1972). This dataset includes 11,137 individual records (22,344 including unidentified specimens), documenting 122 species and subspecies.




(3) Mass data: Information on individual body mass and total earthworm biomass per assemblage from the 2019-2023 data.


(4) Site description and soil analysis: Data from both historical (1961-1970) and resurveyed (2019-2023) sites, providing insight into environmental conditions, in English.



(5) Updated taxonomy: A revised classification of species and subspecies names used by Bouché (1972) in light of current taxonomy, facilitating better interpretation and providing standardized names for future studies using this dataset.



The dataset is structured into the following files:



MetadataS1.pdf: Thorough description and overview of the data.

VERS2022_assemblages.csv: Contains assemblage data from historical and resurvey sites, including individual body mass and biomass information.

VERS2022_stations.csv: Contains site descriptions and soil analysis results.

VERS2022_taxonomy.csv: Contains updated taxonomy information.


For a detailed description of the dataset, refer to Gérard et al. (2025) (https://doi.org/10.1002/ecy.70109).

For the most recent version of this dataset, see 10.5281/zenodo.14990040.
DOI: 10.5281/zenodo.15426069
title: Data from : "#Vers2022: 50-year resurvey data of French earthworm assemblages obtained after resampling Bouché's historical sites"

description: The #Vers2022 dataset aims to understand how earthworm assemblages and diversity have changed over the last 50 years in mainland France, in semi-natural habitats.

The dataset includes:





(1) Historical data from Bouché (1972): A standardized, computerized format of earthworm assemblage data (including absence data) from 1,399 sites, comprising 36,079 individual earthworm records across 127 species and subspecies from the 1961-1970 period.




(2) The #Vers2022 resurvey data: Assemblage data from 418 sites resampled between 2019 and 2023, previously sampled in Bouché (1972). This dataset includes 11,137 individual records (22,344 including unidentified specimens), documenting 122 species and subspecies.




(3) Mass data: Information on individual body mass and total earthworm biomass per assemblage from the 2019-2023 data.


(4) Site description and soil analysis: Data from both historical (1961-1970) and resurveyed (2019-2023) sites, providing insight into environmental conditions, in English.



(5) Updated taxonomy: A revised classification of species and subspecies names used by Bouché (1972) in light of current taxonomy, facilitating better interpretation and providing standardized names for future studies using this dataset.



The dataset is structured into the following files:



MetadataS1.pdf: Thorough description and overview of the data.

VERS2022_assemblages.csv: Contains assemblage data from historical and resurvey sites, including individual body mass and biomass information.

VERS2022_stations.csv: Contains site descriptions and soil analysis results.

VERS2022_taxonomy.csv: Contains updated taxonomy information.


For a detailed description of the dataset, refer to Gérard et al. (2025) (https://doi.org/10.1002/ecy.70109).

For the most recent version of this dataset, see 10.5281/zenodo.14990040.
DOI: 10.15468/dl.x3wvgu
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((10 50,20 50,20 60,10 60,10 50))"
 ]
}

 The dataset includes 389 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013849-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvungg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Latania loddigesii",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013850-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dq9vc3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Franklinia alatamaha)",
 "StateProvince is one of (unknown)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013851-251009101135966/datasets/export for details.
DOI: 10.48544/4543fa01-0256-495a-a5f8-94e525845bae
title: Cast Glass
DOI: 10.15468/dl.axkqmr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-20 -60,-10 -60,-10 -50,-20 -50,-20 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013853-251009101135966/datasets/export for details.
DOI: 10.15468/dl.zqvqt5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "Geometry POLYGON((-118.28373 32.67829,-114.35651 28.3526,-115.31548 27.70766,-109.97264 22.58426,-108.968 23.04728,-115.08716 32.79353,-118.28373 32.67829))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arizona pacata",
 "Year 2000-2025"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013854-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vxnjz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 -60,-20 -60,-20 -50,-30 -50,-30 -60))"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013855-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.28309145
title: The pharmacological competencies that the prospective dietitian, professional nurse, and physiotherapist in South Africa need to function as a healthcare practitioner

description: This multifaceted mixed-methods curriculum study, following Kern’s six-step medical curriculum development model, originated from the need to ensure that pharmacology competencies within dietetics, nursing and physiotherapy aligned to the unique worlds of work each healthcare practitioner. A scoping review-led national Delphi study for each grouping performed using experts in academia, professional societies and regulatory bodies, was complemented by focus group interviews and analyses of relevant documentation in use by the University of Pretoria as exemplar. Work-related competencies identified were refined to create a proposed national competency framework for each grouping to allow for focused, relevant and expected pharmacological competencies necessary for their education. Given the curriculum mapping, a broader understanding of the complexity of such curriculum design could be showcased, using Harden’s ten windows of the curriculum, which justifies the need for evidence-based curriculum reform.
DOI: 10.25403/upresearchdata.28309145.v1
title: The pharmacological competencies that the prospective dietitian, professional nurse, and physiotherapist in South Africa need to function as a healthcare practitioner

description: This multifaceted mixed-methods curriculum study, following Kern’s six-step medical curriculum development model, originated from the need to ensure that pharmacology competencies within dietetics, nursing and physiotherapy aligned to the unique worlds of work each healthcare practitioner. A scoping review-led national Delphi study for each grouping performed using experts in academia, professional societies and regulatory bodies, was complemented by focus group interviews and analyses of relevant documentation in use by the University of Pretoria as exemplar. Work-related competencies identified were refined to create a proposed national competency framework for each grouping to allow for focused, relevant and expected pharmacological competencies necessary for their education. Given the curriculum mapping, a broader understanding of the complexity of such curriculum design could be showcased, using Harden’s ten windows of the curriculum, which justifies the need for evidence-based curriculum reform.
DOI: 10.15468/dl.nq69qv
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zygia stevensonii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 57 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013856-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aggu6q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-40 -60,-30 -60,-30 -50,-40 -50,-40 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013857-251009101135966/datasets/export for details.
DOI: 10.15468/dl.72tzwk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((20 50,30 50,30 60,20 60,20 50))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013858-251009101135966/datasets/export for details.
DOI: 10.15468/dl.tmkkat
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((3.34891 43.26952,3.39139 43.28134,3.41431 43.28631,3.42774 43.28747,3.43154 43.28791,3.43285 43.3009,3.4076 43.29784,3.38453 43.292,3.36 43.28601,3.33971 43.27915,3.34891 43.26952))",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013860-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvre6b
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "Geometry POLYGON((-115.2316 28.00536,-109.91049 22.64741,-109.07907 23.15799,-112.46019 28.07874,-115.2316 28.00536))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arizona pacata",
 "Year 2000-2025"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013859-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data2630
title: Song Describer Dataset
title: a Corpus of Audio Captions for Music-and-Language Evaluation

description: The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation.


&lt;blockquote&gt;
A retro-futurist drum machine groove drenched in bubbly synthetic sound effects and a hint of an acid bassline.
&lt;/blockquote&gt;

The Song Describer Dataset (SDD) contains ~1.1k captions for 706 permissively licensed music recordings. It is designed for use in evaluation of models that address music-and-language (M&L) tasks such as music captioning, text-to-music generation and music-language retrieval. More information about the data, collection method and validation is provided in the paper describing the dataset.

If you use this dataset, please cite our paper:

The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation, Manco, Ilaria and Weck, Benno and Doh, Seungheon and Won, Minz and Zhang, Yixiao and Bogdanov, Dmitry and Wu, Yusong and Chen, Ke and Tovstogan, Philip and Benetos, Emmanouil and Quinton, Elio and Fazekas, György and Nam, Juhan, Machine Learning for Audio Workshop at NeurIPS 2023, 2023
DOI: 10.15468/dl.6avurt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 50,40 50,40 60,30 60,30 50))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013861-251009101135966/datasets/export for details.