cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dbvj5k
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 1964"
 ]
}

 The dataset includes 48 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008323-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15271365
title: ConvLSTM-RANS-Testset
DOI: 10.5281/zenodo.15271366
title: ConvLSTM-RANS-Testset
DOI: 10.5281/zenodo.15272292
title: ConvLSTM-RANS-TrainingSet
DOI: 10.5281/zenodo.15272293
title: ConvLSTM-RANS-TrainingSet
DOI: 10.15468/dl.jzu7cz
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notobubon laevigatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 158 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008324-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mfmdv
title: Occurrence Download

description: A dataset listing the 51 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Parc Eolien de Marcellois-Suivi ICPE MARCELLOIS / SUIVI ORNITHOLOGIQUE ET MILAN ROYAL 2022"
 ]
}

 The dataset's 51 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008313-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tumef
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1965",
 "Year is less than or equal to 1969"
 ]
}

 The dataset includes 124 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008325-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17160216
title: Cartographic dataset comparing Cumulative, Structural, and Predictive spatial methodologies for Ecosystem Risk Assessment within the wetland area of the Massaciuccoli Lake Basin (Tuscany, Italy)

description: This geographical collection presents a cartographic comparison of three spatial analysis methodologies: Cumulative, Structural, and Predictive, aimed at identifying the Risk of forest and grassland habitat degradation and the associated biodiversity loss.

The analysis integrates a set of environmental and socio-ecological variables considered critical for ecosystem risk evaluation, including:



Land imperviousness density increase

Tree cover density

Tree cover density decrease

Grassland cover

Grassland cover decrease

Land use and cover (Natura 2000) hazard area (classes: 1120 Industrial, commercial and military units; 1310 Mineral extraction, dump and construction sites; 8120 Highly modified watercourses and canals)

Plant productivity

Temperature increase

Potential evapotranspiration decrease

Precipitation decrease

Species richness

Land use and cover anthropisation increase


(Detailed references for the variables are provided in the links in the Related Works section.)

The comparison framework was implemented in a QGIS project, structured according to the WGS84 EPSG:4326 coordinate reference system. The project is organized into for main groups of layers:



Cartographic bases - This group includes the cartographic reference layers used for visualization and spatial orientation within the project. These layers are not subject to analytical processing, but provide the visual and geographical support necessary to correctly interpret thematic data and analysis results.

Original variables – containing the spatial datasets of the raw variables.

Reclassified and inverted variables – including CSV datasets of variables reclassified and, when appropriate, inverted according to their ecological significance.

Risk of forest and grassland habitat degradation and biodiversity loss – comprising the outputs of the three methodologies, the corresponding heatmaps of risk hotspots, and the comparative assessments across methods.
DOI: 10.5281/zenodo.18351011
title: Cartographic dataset comparing Cumulative, Structural, and Predictive spatial methodologies for Ecosystem Risk Assessment within the wetland area of the Massaciuccoli Lake Basin (Tuscany, Italy)

description: This geographical collection presents a cartographic comparison of three spatial analysis methodologies: Cumulative, Structural, and Predictive, aimed at identifying the Risk of forest and grassland habitat degradation and the associated biodiversity loss.

The analysis integrates a set of environmental and socio-ecological variables considered critical for ecosystem risk evaluation, including:



Land imperviousness density increase

Tree cover density

Tree cover density decrease

Grassland cover

Grassland cover decrease

Land use and cover (Natura 2000) hazard area (classes: 1120 Industrial, commercial and military units; 1310 Mineral extraction, dump and construction sites; 8120 Highly modified watercourses and canals)

Plant productivity

Temperature increase

Potential evapotranspiration decrease

Precipitation decrease

Species richness

Land use and cover anthropisation increase


(Detailed references for the variables are provided in the links in the Related Works section.)

The comparison framework was implemented in a QGIS project, structured according to the WGS84 EPSG:4326 coordinate reference system. The project is organized into for main groups of layers:



Cartographic bases - This group includes the cartographic reference layers used for visualization and spatial orientation within the project. These layers are not subject to analytical processing, but provide the visual and geographical support necessary to correctly interpret thematic data and analysis results.

Original variables – containing the spatial datasets of the raw variables.

Reclassified and inverted variables – including CSV datasets of variables reclassified and, when appropriate, inverted according to their ecological significance.

Risk of forest and grassland habitat degradation and biodiversity loss – comprising the outputs of the three methodologies, the corresponding heatmaps of risk hotspots, and the comparative assessments across methods.
DOI: 10.15468/dl.wdju44
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Miichthys miiuy"
 ]
}

 The dataset includes 90 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008326-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84vggx
title: Occurrence Download

description: A dataset containing 2710 records in GBIF matching the query:
SELECT
 '213' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 8.098015256935714
 AND decimalLatitude &lt;= 12.166598047573723
 AND decimalLongitude &gt;= 5.0198314645534285
 AND decimalLongitude &lt;= 10.118668076201915
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 2710 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008310-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjd2pp
title: Occurrence Download

description: A dataset containing 2980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenanthe javanica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2980 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008327-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/2yqw-3g14
title: Far-Ultraviolet Extragalactic Legacy Survey
DOI: 10.5281/zenodo.18356438
title: Numerical Validation of CETΩ Perturbation Dynamics with CLASS

description: This dataset provides the numerical validation material associated with the CETΩ perturbation analysis discussed in the accompanying paper. It includes modified CLASS source code, minimal input parameter files, non-linear matter power spectra, and scripts used to verify the stability and magnitude of the CETΩ corrections to structure growth. The figures and data provided here are intended for independent validation and are not direct reproductions of figures appearing in the published manuscript.
DOI: 10.5281/zenodo.18356439
title: Numerical Validation of CETΩ Perturbation Dynamics with CLASS

description: This dataset provides the numerical validation material associated with the CETΩ perturbation analysis discussed in the accompanying paper. It includes modified CLASS source code, minimal input parameter files, non-linear matter power spectra, and scripts used to verify the stability and magnitude of the CETΩ corrections to structure growth. The figures and data provided here are intended for independent validation and are not direct reproductions of figures appearing in the published manuscript.
DOI: 10.15468/dl.3vyar6
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 1974"
 ]
}

 The dataset includes 163 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008328-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/cdcz33
title: The first species of Parelcana and the second species of Longioculus (Orthoptera, Elcanidae) from mid-Cretaceous Burmese amber

description: This dataset contains the digitized treatments in Plazi based on the original journal article Schall, Ole-Kristian Odin, Husemann, Martin (2026): The first species of Parelcana and the second species of Longioculus (Orthoptera, Elcanidae) from mid-Cretaceous Burmese amber. Journal of Orthoptera Research 35 (1): 77-82, DOI: 10.3897/jor.35.154648AbstractA new species of Parelcana Handlirsch, 1906, Parelcana xena sp. nov., is described from mid-Cretaceous Burmese amber. The specimen consists of a well-preserved wing apparatus and parts of the thorax including pro- and mesothoracic legs. It stands out by its unusual morphology of the tegminal CuA + CuPaα fused to MP, which is suggested to be caused by individual variation. Additionally, the second species of the genus Longioculus Poinar, Gorochov & Buckley, 2007 is reported. Longioculus burmensis Poinar, Gorochov & Buckley, 2007 was the first Elcanidae Handlirsch, 1906 to be described from Burmese amber and pioneer of the many that were to follow. The new species Longioculus poinari sp. nov. is a female specimen in very good condition. Based on the new specimen's free 1 A, CuPb, and CuPaβ, the genus Longioculus is assigned to the subfamily Archelcaninae Gorochov, Jarzembowski & Coram, 2006. The metatibial spurs of the new species L. poinari, which are not preserved in the holotype of L. burmensis, are leaf-like. Longioculus poinari differs from L. burmensis in some aspects of the metatibial armature. The new species increases the diversity of Burmese amber Elcanidae, raising their total species to 23.
DOI: 10.15468/dl.krxtay
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oligocladus patagonicus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008330-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq2jfe
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1975",
 "Year is less than or equal to 1979"
 ]
}

 The dataset includes 446 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008331-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bf6jjk
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oliveria decumbens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008332-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c66rmm
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-73.22763 6.11326,-73.22774 6.08456,-73.18715 6.08547,-73.18899 6.11348,-73.22763 6.11326))",
 "TaxonKey is one of (Squamata [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 69 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008333-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcrr8t
title: Occurrence Download

description: A dataset containing 1602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 1984"
 ]
}

 The dataset includes 1602 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008334-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxtz58
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nesophontes hypomicrus"
 ]
}

 The dataset includes 204 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008335-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szrukh
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opopanax hispidus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 129 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008336-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpetjv
title: Occurrence Download

description: A dataset containing 6072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1985",
 "Year is less than or equal to 1989"
 ]
}

 The dataset includes 6072 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008337-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18350776
title: Dataset: User Telemetry & Cross-Platform Metrics in a Digital Relaxation Intervention (2014-2025)

description: This dataset presents longitudinal user telemetry (N=1,355) from a non-guided digital relaxation intervention hosted on a Learning Management System (LMS) and its corresponding open-access mirror on YouTube. The data spans an 11-year observation period (May 2014 – Dec 2025).

The intervention follows the standardized curriculum of the book "El arte de la relajación", progressing through theoretical foundations, somatic regulation, autonomic control, and mindful attention. This structure allows for a cross-platform comparison between structured learning (LMS) and algorithmic consumption (YouTube). The dataset includes enrollment costs, progression logic, dropout points, and granular video retention metrics, offering real-world evidence on user adherence and the "instrumental use" of digital health tools.
DOI: 10.15468/dl.p27jfe
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreonana clementis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 77 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008339-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.553xkg
title: Occurrence Download

description: A dataset containing 10195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 1994"
 ]
}

 The dataset includes 10195 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008340-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dysh9d
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nesophontes paramicrus"
 ]
}

 The dataset includes 268 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008341-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rybqsr
title: Occurrence Download

description: A dataset containing 287654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Geometry POLYGON((-148.9 54.19,-124.21 54.19,-124.21 61.74,-148.9 61.74,-148.9 54.19))",
 "HasCoordinate is true",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 287654 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008274-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bz4hw
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is International Barcode of Life project (iBOL)",
 "IsSequenced is true",
 "TaxonKey is Kappaphycus alvarezii"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008343-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdaqzj
title: Occurrence Download

description: A dataset containing 1973 records in GBIF matching the query:
SELECT
 '214' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 8.098015256935714
 AND decimalLatitude &lt;= 12.166598047573723
 AND decimalLongitude &gt;= 10.039662929106857
 AND decimalLongitude &lt;= 15.178002114302874
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 1973 records were derived from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008329-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdqyq6
title: Occurrence Download

description: A dataset containing 34127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1995",
 "Year is less than or equal to 1999"
 ]
}

 The dataset includes 34127 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008346-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c93wbb
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreoschimperella verrucosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008347-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.