cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cbt8bg
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((94.65508 50.97472,106.28391 50.97472,106.28391 62.19660,94.65508 62.19660,94.65508 50.97472))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Viola alexandrowiana"
 ]
}

 The dataset includes 54 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008514-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hr6mn8
title: Occurrence Download

description: A dataset containing 278598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cardinalis sinuatus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 278598 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008484-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.becm9b
title: Occurrence Download

description: A dataset containing 753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((96.99000 50.46930,111.97563 50.46930,111.97563 64.93052,96.99000 64.93052,96.99000 50.46930))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hemipilia cucullata"
 ]
}

 The dataset includes 753 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008513-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15278578
title: The AbCVista database, designed for the rapid generation of accurate antibody structures and conformational ensembles.

description: The compressed file contains the sequence database, structure database, and model weights used for running AbCVista.
DOI: 10.5281/zenodo.15278579
title: The AbCVista database, designed for the rapid generation of accurate antibody structures and conformational ensembles.

description: The compressed file contains the sequence database, structure database, and model weights used for running AbCVista.
DOI: 10.15468/dl.mzbeqw
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaunax russatus"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008515-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t56h2j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cobitis pontica)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008516-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dsuqm
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museu Paraense Emilio Goeldi - Ricinulei Collection"
 ]
}

 The dataset includes 63 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008517-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfkfsn
title: Occurrence Download

description: A dataset containing 1373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lagonosticta sanguinodorsalis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1373 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008518-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8dwuh
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leiothrix lutea",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 561 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008520-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yavtyb
title: Occurrence Download

description: A dataset containing 3987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lagonosticta rufopicta)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3987 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008519-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ay9npr
title: Occurrence Download

description: A dataset containing 2523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leiothrix lutea",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2523 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008521-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/diuvqs
title: Cross-cultural data on romantic love and mate preferences from 117,293 participants across 175 countries, 2021

description: Detailed description of the dataset can be found in: Kowal et al., 2025 (https://doi.org/10.1038/s41597-025-05365-2)
&lt;br&gt;&lt;br&gt;
In total, we collected 119,781 responses. Excluding data from those who did not consent to participate in the study (n = 639), who previewed (n = 4) or tested the survey (n = 549) but did not complete it, who mistakenly doubled their submission (n = 21), who were recruited by one team member who collected data before asking their local IRB for approval, which violated the local IRB’s rules, and thus was asked to withdraw the data (n = 244), and who failed the attention check (n = 1031) resulted in a final dataset of 117,293 participants from 175 countries. Out of these, 71,361 participants (61%) from 158 countries completed the whole survey, whereas 86,966 (74%) from 165 countries completed at least half of the survey.
DOI: 10.15468/dl.3vfcs7
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.12.4_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Oreomystis bairdi"
 ]
}

 The dataset includes 391 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008523-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5zw59
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((26.66057515862843 -31.406853059007346,26.659596262015825 -31.398049366364564,26.656634194247548 -31.389578581909806,26.651803254382358 -31.38176610670407,26.64528940925878 -31.374911976933845,26.637343099004813 -31.369279363065406,26.628269595263266 -31.365084491281195,26.618417285235207 -31.362488369217207,26.60816432937637 -31.361590628664747,26.597904198486194 -31.36242571732096,26.588030635460843 -31.36496158284914,26.578922607140594 -31.36910089863762,26.570929811979777 -31.374684785050313,26.564359289704456 -31.381498886010306,26.559463640188397 -31.389281571772045,26.556431301466308 -31.397733957908407,26.555379262646447 -31.40653136083788,26.556348498590065 -31.415335754299356,26.559302312300574 -31.423808751298445,26.564127661323422 -31.431624613935256,26.570639429976268 -31.43848279031861,26.578587494257782 -31.44411949392244,26.58766631549325 -31.44831787593882,26.597526696942612 -31.450916394329806,26.6077892493483 -31.45181505248407,26.618059040920773 -31.450979263007497,26.627940858009683 -31.44844118493069,26.63705447716714 -31.444298481706717,26.645049348785648 -31.438710548678987,26.651618117020103 -31.43189235798527,26.656508449036455 -31.424106161995663,26.659532716342373 -31.415651379536694,26.66057515862843 -31.406853059007346)))"
 ]
}

 The dataset includes 315 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008524-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.estggu
title: Occurrence Download

description: A dataset containing 4200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triticum aestivum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4200 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008526-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb98tf
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.12.4_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Rattus rattus"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008527-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fayuy3
title: Occurrence Download

description: A dataset containing 12456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gallus lafayettii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 12456 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008529-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5gmf2
title: Occurrence Download

description: A dataset containing 29877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus alba",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29877 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008530-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29819159.v1
title: Sexual system, abundance, range size and survivorship bias in the Amazonian tree flora

description: Dioecy (separate sexes) creates difficulties for pollination, seed production and dispersal in plants. Cosexual species, those with bisexual flowers (hermaphroditism) or unisexual flowers on the same individual (monoecy), should therefore have a competitive ecological advantage. However, we show, using a dataset of 5000+ Amazonian tree species, that for animal-dispersed trees, dioecious species tend to be more abundant with larger ranges than hermaphrodites. Moreover, with increasing abundance and range size, the probability of being dioecious increases. We suggest that survivorship bias explains these anomalous outcomes. As the reproductive handicap of dioecy cannot be fully compensated, extinction probability increases for restricted dioecious trees, leading to the over-representation of dioecy among abundant and wide-ranging species but under-representation among uncommon and rare species. Abiotically dispersed trees in Amazonian forests may also face increased extinction probability through dispersal difficulties in dense evergreen settings, and survivorship bias may likewise have increased their average abundance and dominance
DOI: 10.6084/m9.figshare.29819159
title: Sexual system, abundance, range size and survivorship bias in the Amazonian tree flora

description: Dioecy (separate sexes) creates difficulties for pollination, seed production and dispersal in plants. Cosexual species, those with bisexual flowers (hermaphroditism) or unisexual flowers on the same individual (monoecy), should therefore have a competitive ecological advantage. However, we show, using a dataset of 5000+ Amazonian tree species, that for animal-dispersed trees, dioecious species tend to be more abundant with larger ranges than hermaphrodites. Moreover, with increasing abundance and range size, the probability of being dioecious increases. We suggest that survivorship bias explains these anomalous outcomes. As the reproductive handicap of dioecy cannot be fully compensated, extinction probability increases for restricted dioecious trees, leading to the over-representation of dioecy among abundant and wide-ranging species but under-representation among uncommon and rare species. Abiotically dispersed trees in Amazonian forests may also face increased extinction probability through dispersal difficulties in dense evergreen settings, and survivorship bias may likewise have increased their average abundance and dominance
DOI: 10.15468/dl.a28ynq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACF4261"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008533-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9jrgj
title: Occurrence Download

description: A dataset containing 12889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus alba",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12889 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008531-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7sfgg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Cruzando el Caribe - Construyendo la capacidad para el ecoturismo en el Darién y Urabá",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031688-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux7xm7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Guayas Especies al Descubierto: APC Comuna Engabao (Animalia)",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031687-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hatt8y
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreo de fauna vertebrada terrestre en las cercanías del Río Aures para el tramo de influencia de la central Aures Bajo en 2021 y 2022",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031689-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15420481
title: THE ROLE OF DIGITAL TECHNOLOGY IN ENHANCING WRITING AND SPEAKING SKILLS
DOI: 10.5281/zenodo.15420482
title: THE ROLE OF DIGITAL TECHNOLOGY IN ENHANCING WRITING AND SPEAKING SKILLS
DOI: 10.5281/zenodo.15412819
title: Dataset Supporting LOCATE Simulations for Floating Marine Litter in the Black Sea (2017), Published in Front. Mar. Sci. (2023) and Mar. Pollut. Bull. (2025)

description: This dataset contains the output of numerical simulations conducted with the LOCATE model to assess the transport and accumulation of floating marine litter (FML) in the Black Sea during the year 2017.

LOCATE is a Lagrangian transport model based on OceanParcels, specifically adapted for this study at both regional and coastal scales. The regional simulations include riverine inputs as well as homogeneous surface releases, with and without Stokes drift. Coastal simulations focused on the Dniester River area using high-resolution nested grids and two alternative beaching criteria (velocity-based and distance-based).

The dataset includes particle trajectories (lon, lat, time), and beaching state (0= drifting, 1=beached). These results are used to identify key retention areas, understand the role of wave-induced transport, and compare different model configurations.

The simulations were carried out as part of the DOORS project (Developing Optimal and Open Research Support for the Black Sea), and are presented in the following scientific publications:





Castro-Rosero, L. M., Hernández, I., Alsina, J. M., Espino, M. (2023). Transport and accumulation of floating marine litter in the Black Sea: insights from numerical modeling. Frontiers in Marine Science, 10. https://doi.org/10.3389/fmars.2023.1213333




Castro-Rosero, L. M., Hernández, I., Mestres, M., Liste, M., Alsina, J. M., & Espino, M. (2025). Numerical modeling of the dispersion and accumulation of marine litter from the Dniester River in coastal areas of the northwestern Black Sea. Marine Pollution Bulletin, 213, 117602. https://doi.org/10.1016/j.marpolbul.2025.117602



Please cite the dataset if you use it in your work.
description: The dataset includes the following files:





Rivers_2017.nc: Regional simulation of floating marine litter released from the 11 main rivers entering the Black Sea in 2017.




Homogeneous_2017_SD.nc: Homogeneous surface release simulation including Stokes drift.




Homogeneous_2017_NSD.nc: Same as above, but without Stokes drift, for comparative analysis.




Dniester_C1.pkl: Coastal simulation of particle release from the Dniester River using a velocity-based beaching criterion.




Dniester_C2.pkl: Coastal simulation of particle release from the Dniester River using a distance-based beaching criterion.
DOI: 10.5281/zenodo.15412820
title: Dataset Supporting LOCATE Simulations for Floating Marine Litter in the Black Sea (2017), Published in Front. Mar. Sci. (2023) and Mar. Pollut. Bull. (2025)

description: This dataset contains the output of numerical simulations conducted with the LOCATE model to assess the transport and accumulation of floating marine litter (FML) in the Black Sea during the year 2017.

LOCATE is a Lagrangian transport model based on OceanParcels, specifically adapted for this study at both regional and coastal scales. The regional simulations include riverine inputs as well as homogeneous surface releases, with and without Stokes drift. Coastal simulations focused on the Dniester River area using high-resolution nested grids and two alternative beaching criteria (velocity-based and distance-based).

The dataset includes particle trajectories (lon, lat, time), and beaching state (0= drifting, 1=beached). These results are used to identify key retention areas, understand the role of wave-induced transport, and compare different model configurations.

The simulations were carried out as part of the DOORS project (Developing Optimal and Open Research Support for the Black Sea), and are presented in the following scientific publications:





Castro-Rosero, L. M., Hernández, I., Alsina, J. M., Espino, M. (2023). Transport and accumulation of floating marine litter in the Black Sea: insights from numerical modeling. Frontiers in Marine Science, 10. https://doi.org/10.3389/fmars.2023.1213333




Castro-Rosero, L. M., Hernández, I., Mestres, M., Liste, M., Alsina, J. M., & Espino, M. (2025). Numerical modeling of the dispersion and accumulation of marine litter from the Dniester River in coastal areas of the northwestern Black Sea. Marine Pollution Bulletin, 213, 117602. https://doi.org/10.1016/j.marpolbul.2025.117602



Please cite the dataset if you use it in your work.
description: The dataset includes the following files:





Rivers_2017.nc: Regional simulation of floating marine litter released from the 11 main rivers entering the Black Sea in 2017.




Homogeneous_2017_SD.nc: Homogeneous surface release simulation including Stokes drift.




Homogeneous_2017_NSD.nc: Same as above, but without Stokes drift, for comparative analysis.




Dniester_C1.pkl: Coastal simulation of particle release from the Dniester River using a velocity-based beaching criterion.




Dniester_C2.pkl: Coastal simulation of particle release from the Dniester River using a distance-based beaching criterion.
DOI: 10.15468/dl.a89t4v
title: Occurrence Download

description: A dataset containing 167 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)"
 ]
 }
 },
 "TaxonKey is Dobera Juss."
 ]
}

 The dataset includes 167 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031690-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.698s6c
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreo anual de la fauna y flora terrestre existente en el área de influencia del proyecto Floreña (U)",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031693-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.