cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.x7dt9d
title: Occurrence Download

description: A dataset containing 49891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brunei Darussalam",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 49891 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267864-220831081235567/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.23727303
title: Repository: Exploring the Potential of Social Robotics Based on Bartle's Role Player for Tailoring Education

description:  This repository includes three separate databases:

 For correlating the hypotheses.
 Likert response for the Indicators and the Classroom Performance variables.
 Perception by player type of SR
DOI: 10.6084/m9.figshare.23727303.v1
title: Repository: Exploring the Potential of Social Robotics Based on Bartle's Role Player for Tailoring Education

description:  This repository includes three separate databases:

 For correlating the hypotheses.
 Likert response for the Indicators and the Classroom Performance variables.
 Perception by player type of SR
DOI: 10.6084/m9.figshare.23727303.v2
title: Repository: Exploring the Potential of Social Robotics Based on Bartle's Role Player for Tailoring Education

description:  This repository includes three separate databases:

 For correlating the hypotheses.
 Likert response for the Indicators and the Classroom Performance variables.
 Perception by player type of SR
DOI: 10.15468/dl.fhknfc
title: Occurrence Download

description: A dataset containing 53895 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Myctobase, a circumpolar database of mesopelagic fishes for new insights into deep pelagic prey fields - data"
 ]
}

 The dataset includes 53895 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276211-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvua38
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Labichea deserticola J.H.Ross"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002353-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy6fwv
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhododendron siderophyllum Franch.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 295 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267870-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftjdah
title: Occurrence Download

description: A dataset containing 9136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Testudinidae"
 ]
}

 The dataset includes 9136 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289348-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hakgay
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhododendron sphaeroblastum Balf.fil. & Forrest",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267873-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvnyn2
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Labichea stellata J.H.Ross"
 ]
}

 The dataset includes 48 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002362-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvccb5
title: Occurrence Download

description: A dataset containing 11369579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Turdus poliocephalus Latham, 1802, Hirundo rustica Linnaeus, 1758)",
 "BasisOfRecord is one of (Human Observation, Literature Occurrence, Living Specimen, Observation, Specimen, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2021",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11369579 records from 3109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276217-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3b6gb
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hisonotus depressicauda"
 ]
}

 The dataset includes 235 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011273-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1374049.10fu
title: SH1374049.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1374051.10fu
title: SH1374051.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1374052.10fu
title: SH1374052.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.6084/m9.figshare.29652356
title: Dust emission simulations over East Asia

description: This dataset supports the study “Vegetation greening drives long-term dust mitigation in Eastern Asia” and provides the source data and model outputs used to reproduce the analyses and figures in the paper.<br>It includes:<br>• Dust emission model outputs — Dust emission simulations generated using the physically based DuEM v1 model (Wu et al., 2022), covering the historical period (1982–2023) and future CMIP6 scenarios (SSP1-2.6, SSP2-4.5, SSP5-8.5). The DuEM model operates at an hourly temporal resolution and explicitly represents nonlinear responses of dust emission to surface wind speed, vegetation cover, soil moisture, and snow cover. The data provided in this repository consist of aggregated products (e.g., springtime-mean and annual metrics) used to reproduce the analyses and figures in the paper. Hourly DuEM dust emission outputs are not included due to data volume constraints; interested users may contact the authors for access.<br>• Source data for figures — Numerical data tables and processed outputs underlying the main and Extended Data figures presented in the paper, enabling direct reproduction of the published results.<br>• Dust storm records — Ground-based observational data and processing scripts used to quantify dust storm days from WMO meteorological stations, providing an independent observational constraint for model evaluation.<br>• Shapefiles for study regions — Vector boundary files defining dust source regions and downwind dust-affected areas used for spatial analyses.<br>• Dust optical depth for analyses — Dust aerosol optical depth data for Eastern Asian dust source regions and downwind dust-affected areas, derived from the NASA MERRA-2 aerosol reanalysis and used for model evaluation and regional dust variability analyses. Users are encouraged to obtain the original MERRA-2 products directly from NASA for full-resolution data.<br>All data are provided in standard formats (CSV, XLSX, GeoTIFF, SHP, AI), ensuring transparency, reproducibility, and reuse.<br>Model evaluation in the associated study incorporates multiple independent observational constraints, including MERRA-2 DOD, dust storm day records provided in this repository, and externally published regional dust storm datasets (e.g., Wu and Lin, 2022), which are cited but not redistributed here.<br>This dataset enables systematic evaluation of how vegetation dynamics and climate variability jointly regulate dust emissions in Eastern Asia across interannual to multidecadal timescales. It provides a reproducible basis for assessing dust mitigation effectiveness, extreme event risk, and future dust responses under climate and land-use change scenarios.<br>
DOI: 10.6084/m9.figshare.29652356.v3
title: Dust emission simulations over East Asia

description: This dataset supports the study “Vegetation greening drives long-term dust mitigation in Eastern Asia” and provides the source data and model outputs used to reproduce the analyses and figures in the paper.<br>It includes:<br>• Dust emission model outputs — Dust emission simulations generated using the physically based DuEM v1 model (Wu et al., 2022), covering the historical period (1982–2023) and future CMIP6 scenarios (SSP1-2.6, SSP2-4.5, SSP5-8.5). The DuEM model operates at an hourly temporal resolution and explicitly represents nonlinear responses of dust emission to surface wind speed, vegetation cover, soil moisture, and snow cover. The data provided in this repository consist of aggregated products (e.g., springtime-mean and annual metrics) used to reproduce the analyses and figures in the paper. Hourly DuEM dust emission outputs are not included due to data volume constraints; interested users may contact the authors for access.<br>• Source data for figures — Numerical data tables and processed outputs underlying the main and Extended Data figures presented in the paper, enabling direct reproduction of the published results.<br>• Dust storm records — Ground-based observational data and processing scripts used to quantify dust storm days from WMO meteorological stations, providing an independent observational constraint for model evaluation.<br>• Shapefiles for study regions — Vector boundary files defining dust source regions and downwind dust-affected areas used for spatial analyses.<br>• Dust optical depth for analyses — Dust aerosol optical depth data for Eastern Asian dust source regions and downwind dust-affected areas, derived from the NASA MERRA-2 aerosol reanalysis and used for model evaluation and regional dust variability analyses. Users are encouraged to obtain the original MERRA-2 products directly from NASA for full-resolution data.<br>All data are provided in standard formats (CSV, XLSX, GeoTIFF, SHP, AI), ensuring transparency, reproducibility, and reuse.<br>Model evaluation in the associated study incorporates multiple independent observational constraints, including MERRA-2 DOD, dust storm day records provided in this repository, and externally published regional dust storm datasets (e.g., Wu and Lin, 2022), which are cited but not redistributed here.<br>This dataset enables systematic evaluation of how vegetation dynamics and climate variability jointly regulate dust emissions in Eastern Asia across interannual to multidecadal timescales. It provides a reproducible basis for assessing dust mitigation effectiveness, extreme event risk, and future dust responses under climate and land-use change scenarios.<br>
DOI: 10.15156/bio/sh1374053.10fu
title: SH1374053.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5281/zenodo.18150436
title: ScaleQN: A Self-Scaling Quasi-Newton Optimizer for Deterministic Training of Convex Models in Expert and Intelligent Systems

description: Version v3: This release updates the dataset/code and supersedes version v2.
DOI: 10.5281/zenodo.18229132
title: ScaleQN: A Self-Scaling Quasi-Newton Optimizer for Deterministic Training of Convex Models in Expert and Intelligent Systems

description: Version v3: This release updates the dataset/code and supersedes version v2.
DOI: 10.60600/yu/clawet/e2fb3d
title: 1950.TextGrid

description: :unav
DOI: 10.15468/dl.32jv3z
title: Occurrence Download

description: A dataset containing 91325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.62347 52.01092,7.67694 52.01092,7.67694 52.04669,7.62347 52.04669,7.62347 52.01092))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 91325 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092229-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/f89di0
title: 1803.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/c7jkej
title: 1726.wav

description: :unav
DOI: 10.15468/dl.hfu5z8
title: Occurrence Download

description: A dataset containing 754159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agrostis stolonifera L."
 ]
}

 The dataset includes 754159 records from 1517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097876-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/ix5yi2
title: 2032.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/kglazr
title: 1879.wav

description: :unav
DOI: 10.60600/yu/clawet/gsatii
title: 2050.wav

description: :unav
DOI: 10.15468/dl.uafy64
title: Occurrence Download

description: A dataset containing 878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Glycyrrhiza uralensis Fisch. ex DC."
 ]
}

 The dataset includes 878 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092240-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/v02b8a
title: 1981.wav

description: :unav
DOI: 10.60600/yu/clawet/dfybue
title: 2014.TextGrid

description: :unav
DOI: 10.15468/dl.pttjwt
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nemastylis tenuis (Herb.) Benth. & Hook.f. ex S.Watson)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 641 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092241-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/lv3mhe
title: 1866.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/vrr5eg
title: 1616.TextGrid

description: :unav
DOI: 10.6084/m9.figshare.26095369
title: Supplementary Material for: Idiopathic Vitreopapillary Traction: Case Report and Literature Review

description: We describe the presentation and management of case of idiopathic vitreopapillary traction in a healthy 40‑year‑old male who presented with decreased vision and visual field changes corresponding to the area of retinal traction. This case was managed with surgery including removal of the tractional membrane
DOI: 10.60600/yu/clawet/bfpkv4
title: 1669.wav

description: :unav
DOI: 10.60600/yu/clawet/fiwoqh
title: 1873.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/4se0gl
title: 1684.wav

description: :unav
DOI: 10.60600/yu/clawet/mlesmv
title: 1688.wav

description: :unav
DOI: 10.60600/yu/clawet/ttqwbp
title: 1696.wav

description: :unav
DOI: 10.60600/yu/clawet/zrf5e9
title: 1820.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/xvjd2p
title: 1802.TextGrid

description: :unav
DOI: 10.3535/jbf-e88-dtb
title: Fraxinus ornus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tf0-n40-461
title: Flagellaria indica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nxc-sea-3rb
title: Ixora somosomaensis Gillespie

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rtt-gdy-n98
title: Freycinetia hombronii Martelli

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wzt-kya-8ym
title: Strophocaulon invisum (G. Forst.) S. E. Fawc. & A. R. Sm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0lf-mmf-6qf
title: Cyclophyllum barbatum (G.Forst.) N.Hallé & J.Florence

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zvd-kqv-2tm
title: Sloanea trichosticha R. O. Williams & Sandwith

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4ag-se3-rmv
title: Genista germanica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ejs-6a8-t3f
title: Peperomia nandalana Yunck.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5ef-r5a-v40
title: Trifolium pratense subsp. pratense

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9r3-y33-m5f
title: Allophylus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c4f-z7k-z6k
title: Linaria alpina (L.) Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xes-an4-yn1
title: Primula L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0vs-vml-db0
title: Scleria lithosperma (L.) Sw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/env-vy5-lh0
title: Stellaria graminea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/438-ppn-76a
title: Nephrolepis cordifolia (L.) C. Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d3e-tpd-snl
title: Leontodon incanus (L.) Schrank

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/el7-2ll-4hh
title: Acalypha lanceolata Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bbg-13x-kxv
title: Asplenium laserpitiifolium Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xnc-9fq-4vt
title: Crocus vernus (L.) Hill

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ak4-5c1-3k0
title: Jacobaea erratica (Bertol.) Fourr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f00-593-fgd
title: Bromus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nqk-cf2-6b6
title: Allophylus pilosus (J. F. Macbr.) A. H. Gentry

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2lh-n9g-6hj
title: Sloanea floribunda Spruce ex Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mqv-3kr-09y
title: Silene L.

description: Digital Specimen for the physical specimen hosted at University of Graz.