cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xqr39j
title: Occurrence Download

description: A dataset containing 42057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chelidonichthys lucerna, Diancistrus fuscus, Aphanius dispar, Anableps dowei, Stonogobiops xanthorhinica, Paratrypauchen microcephalus, Priolepis cincta, Lipogramma regia, Lipogramma rosea, Pictichromis diadema, Haemulon chrysargyreum, Pomadasys crocro, Roa modesta, Eleotris acanthopoma, Callionymus bairdi, Pseudanthias tuka, Pseudanthias evansi, Rhacochilus vacca, Centropyge venusta, Centropyge loriculus, Pristiapogon taeniopterus, Zoramia fragilis, Zoramia gilberti, Zoramia leptacantha, Premnas biaculeatus, Equetus lanceolatus, Ellochelon vaigiensis, Gymnothorax rueppelliae, Cephaloscyllium umbratile, Glaucostegus typus, Polypera greeni, Fundulus xenicus, Parapercis pulchella, Chromis lineata, Chromis leucura, Chromis elerae, Hyporthodus quernus, Microlipophrys nigriceps, Acanthopagrus pacificus, Centropyge interrupta, Antennatus coccineus, Fowlerichthys ocellatus, Pseudojuloides zeus, Tigrigobius macrodon, Gobioclinus bucciferus, Tigrigobius multifasciatus, Neosynchiropus ijimae, Beringraja binoculata, Gobioclinus haitiensis, Brockius nigricinctus, Gobioclinus kalisherae, Acroteriobatus annulatus, Cirrhilabrus africanus, Plectranthias bennetti, Cirrhilabrus rubeus, Synchiropus sycorax, Cirrhilabrus isosceles, Pseudobatos percellens, Haemulopsis corvinaeformis, Pseudomyxus capensis, Hemitrygon akajei, Maculabatis gerrardi, Cirrhilabrus cyanogularis, Pictichromis paccagnellorum, Pycnochromis pacifica, Ostracion solorense)",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 42057 records from 273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007541-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18760521
title: Pooled Expertprofiles
DOI: 10.5281/zenodo.18760522
title: Pooled Expertprofiles
DOI: 10.15480/882.15949
title: MRI-Validated CFD-DEM Simulation of Bubbling Fluidized Beds: Drag Model Selection and Computational Speedup via Recurrence-Based CFD

description: MRI-Validated CFD-DEM and rCFD Dataset for Gas-Solid Fluidized Beds This comprehensive research dataset provides complete computational and experimental data for validating coupled CFD-DEM (Computational Fluid Dynamics - Discrete Element Method) simulations and recurrence-based CFD (rCFD) predictions of gas-solid fluidized beds. The repository contains CFD-DEM simulation cases for four drag models (Beetstra, DiFelice, Gidaspow, Koch-Hill), rCFD time-extrapolation implementations achieving 100-1000× computational speedup, MRI experimental measurements of bubble dynamics in poppy seed fluidization, automated post-processing workflows, and quantitative validation results. This dataset enables researchers to reproduce published results, validate their own CFD-DEM models against MRI experimental data, develop and benchmark rCFD methodologies for real-time multiphase flow predictions, optimize drag model selection for fluidized bed applications, and apply advanced image processing and bubble detection algorithms. The data follows FAIR principles with open formats (CSV, OpenFOAM, Python scripts), comprehensive documentation in eight README files, complete provenance from CAD geometry to validation results, and example workflows for researchers, students, and engineers working with fluidized bed systems, particle technology, and multiphase flow simulations.
DOI: 10.48436/dp9m3-7hs20
title: [untitled: fragment] ([untitled: fragment]) (A-Wn_Cod._9704_n28) MEI Transcriptions

description: Transcriptions in MEI of a lute piece from the E-LAUTE project
Overview
This dataset contains transcription files of the piece "[untitled: fragment] ([untitled: fragment])", a 16th-century lute piece originally notated in lute tablature, created as part of the E-LAUTE project (https://e-laute.info/). The transcriptions preserve and make historical lute music from the German-speaking regions during 1450-1550 accessible.
They are based on the work with the title "[untitled: fragment] ([untitled: fragment])" and the id "A-Wn_Cod._9704_n28" in the e-lautedb. It is found on the page(s) or folio(s) 27r_1 in the source "Lautenbüchlein des Jakob Thurner" with the E-LAUTE source-id "A-Wn_Cod._9704" and the shelfmark A-Wn_Cod._9704.
Images of the original source and renderings of the transcriptions can be found on the E-LAUTE platform: https://edition.onb.ac.at/fedora/objects/o:lau.A-Wn_Cod._9704/methods/sdef:TEI/get?mode=n28.
Links to the source: http://data.onb.ac.at/rec/AC13955711.
Dataset Contents
This dataset includes 8 MEI files (.mei) with different transcription variants (diplomatic/editorial versions in various tablature notations and common music notation) as well as a provenance file in Turtle format (.ttl) for each of the MEI files.
MEI (https://music-encoding.org/) is an XML-based format for encoding and exchanging structured music notation and related editorial information. Turtle files are a plain-text RDF serialization that represents linked-data statements as triples (subject-predicate-object). Both MEI and Turtle files are text-based and can be opened with any standard text editor.
About the E-LAUTE Project
E-LAUTE: Electronic Linked Annotated Unified Tablature Edition - The Lute in the German-Speaking Area 1450-1550
The E-LAUTE project creates innovative digital editions of lute tablatures from the German-speaking area between 1450 and 1550. This interdisciplinary "open knowledge platform" combines musicology, music practice, music informatics, and literary studies to transform traditional editions into collaborative research spaces.
For more information, visit the project website: https://e-laute.info/
DOI: 10.48436/tah7e-e7r14
title: [untitled: fragment] ([untitled: fragment]) (A-Wn_Cod._9704_n28) MEI Transcriptions

description: Transcriptions in MEI of a lute piece from the E-LAUTE project
Overview
This dataset contains transcription files of the piece "[untitled: fragment] ([untitled: fragment])", a 16th-century lute piece originally notated in lute tablature, created as part of the E-LAUTE project (https://e-laute.info/). The transcriptions preserve and make historical lute music from the German-speaking regions during 1450-1550 accessible.
They are based on the work with the title "[untitled: fragment] ([untitled: fragment])" and the id "A-Wn_Cod._9704_n28" in the e-lautedb. It is found on the page(s) or folio(s) 27r_1 in the source "Lautenbüchlein des Jakob Thurner" with the E-LAUTE source-id "A-Wn_Cod._9704" and the shelfmark A-Wn_Cod._9704.
Images of the original source and renderings of the transcriptions can be found on the E-LAUTE platform: https://edition.onb.ac.at/fedora/objects/o:lau.A-Wn_Cod._9704/methods/sdef:TEI/get?mode=n28.
Links to the source: http://data.onb.ac.at/rec/AC13955711.
Dataset Contents
This dataset includes 8 MEI files (.mei) with different transcription variants (diplomatic/editorial versions in various tablature notations and common music notation) as well as a provenance file in Turtle format (.ttl) for each of the MEI files.
MEI (https://music-encoding.org/) is an XML-based format for encoding and exchanging structured music notation and related editorial information. Turtle files are a plain-text RDF serialization that represents linked-data statements as triples (subject-predicate-object). Both MEI and Turtle files are text-based and can be opened with any standard text editor.
About the E-LAUTE Project
E-LAUTE: Electronic Linked Annotated Unified Tablature Edition - The Lute in the German-Speaking Area 1450-1550
The E-LAUTE project creates innovative digital editions of lute tablatures from the German-speaking area between 1450 and 1550. This interdisciplinary "open knowledge platform" combines musicology, music practice, music informatics, and literary studies to transform traditional editions into collaborative research spaces.
For more information, visit the project website: https://e-laute.info/
DOI: 10.5281/zenodo.18760516
title: THEIMPACTOFMODERNDIGITALTECHNOLOGIESONSPEECHDISORDERSINCHILDREN:POSITIVEOPPORTUNITIESANDNEGATIVECONSEQUENCES

description: Thisarticleisdevotedtoascientificandpedagogicalstudyoftheinfluenceofmoderndigitaltechnologiesonspeechdisordersinchildren.Thefindingsoftheresearchdemonstratethat,whenusedappropriatelyandunderpedagogicalsupervision,interactiveapplications,audiovisualmaterials,andspeechtherapyprogramscontributetotheexpansionofchildren’svocabulary,thedevelopmentofphonemicawareness,andtheformationofproperspeechculture.Conversely,excessivescreentime,passivecontentconsumption,andsolitaryuseofdigitaldevicesincreasetheriskofspeechimpairments,stuttering,delaysindialogicspeech,andsocialisolation.Thearticleprovidespracticalrecommendationsfortherationaluseofdigitaltechnologiesandthedevelopmentofchildren’scommunicativepotential,basedonthespeechesanddecreesofthePresidentoftheRepublicofUzbekistan,ShavkatMirziyoyev.Amongtheserecommendations,particularemphasisisplacedonadjustingscreentimeaccordingtoage,subjectingdigitalcontenttopedagogicalevaluation,fosteringacultureofdigitalhygiene,employinginteractiveyetdialogue-basedlearning,andutilizingspecializedspeechtherapyprograms.
DOI: 10.5281/zenodo.18760515
title: THEIMPACTOFMODERNDIGITALTECHNOLOGIESONSPEECHDISORDERSINCHILDREN:POSITIVEOPPORTUNITIESANDNEGATIVECONSEQUENCES

description: Thisarticleisdevotedtoascientificandpedagogicalstudyoftheinfluenceofmoderndigitaltechnologiesonspeechdisordersinchildren.Thefindingsoftheresearchdemonstratethat,whenusedappropriatelyandunderpedagogicalsupervision,interactiveapplications,audiovisualmaterials,andspeechtherapyprogramscontributetotheexpansionofchildren’svocabulary,thedevelopmentofphonemicawareness,andtheformationofproperspeechculture.Conversely,excessivescreentime,passivecontentconsumption,andsolitaryuseofdigitaldevicesincreasetheriskofspeechimpairments,stuttering,delaysindialogicspeech,andsocialisolation.Thearticleprovidespracticalrecommendationsfortherationaluseofdigitaltechnologiesandthedevelopmentofchildren’scommunicativepotential,basedonthespeechesanddecreesofthePresidentoftheRepublicofUzbekistan,ShavkatMirziyoyev.Amongtheserecommendations,particularemphasisisplacedonadjustingscreentimeaccordingtoage,subjectingdigitalcontenttopedagogicalevaluation,fosteringacultureofdigitalhygiene,employinginteractiveyetdialogue-basedlearning,andutilizingspecializedspeechtherapyprograms.
DOI: 10.15468/dl.k79whp
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vella anremerica"
 ]
}

 The dataset includes 21 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011752-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bz9t6x
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenopetalum robustum"
 ]
}

 The dataset includes 370 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011753-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84rxwd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011750-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kdu9v
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa valdes-bermejoi"
 ]
}

 The dataset includes 28 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011754-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15880929
title: DOM-Event Exploration and LLMs for Flakiness Localization in Web Testing

description: Project Overview



projects & results.zip

data

src


1. Projects & results.zip

In projects & results contain all the projects we used from the existing dataset, including source files, data processing and experiments results.

2. Data & results analysis

It contains the data analysis and statistics of the projects and experiments.

1. Project-statistic: the statistics of the projects2. Results: the results table of all experiments3. Related analysis-accuracy - table & figures4. DOM events analysis - heatmap

3. src

The source code of the project.
DOI: 10.5281/zenodo.16145190
title: DOM-Event Exploration and LLMs for Flakiness Localization in Web Testing

description: Project Overview



projects & results.zip

data

src


1. Projects & results.zip

In projects & results contain all the projects we used from the existing dataset, including source files, data processing and experiments results.

2. Data & results analysis

It contains the data analysis and statistics of the projects and experiments.

1. Project-statistic: the statistics of the projects2. Results: the results table of all experiments3. Related analysis-accuracy - table & figures4. DOM events analysis - heatmap

3. src

The source code of the project.
DOI: 10.15468/dl.d6c5n6
title: Occurrence Download

description: A dataset containing 8232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Rana aurora)"
 ]
}

 The dataset includes 8232 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011751-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqkbjj
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rasbora kalbarensis"
 ]
}

 The dataset includes 21 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011756-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15963128
title: Dataset to accompany manuscript "Gradient Ionosphere Index Estimation Using Ground-Based GEO Observations for Multi-scale Ionospheric Dynamics Monitoring"

description: This dailaset accompanies the manuscipt "Gradient Ionosphere Index Estimation Using Ground-Based GEO Observations for Multi-scale Ionospheric Dynamics Monitoring". The dala can beused to reproduce figures 3-11 in the main text. All files are in .mat fomat and are easlly readable.The abstract for the associated paper is as follows:

High-resolution and real-time monitoring of ionospheric dynamics is critical for advancing space weather research and ensuring the reliability of satellite-based communication and navigation systems. However, the existing observational frameworks often face trade-offs between spatial coverage, temporal continuity, and resolution. This study presents a novel fixed-geometry observation framework, referred to as GIX-GEO, which utilizes gradient ionosphere index (GIX) estimations derived from a network of geostationary Earth orbit (GEO) satellites and ground-based Global Navigation Satellite System (GNSS) receivers. The stationary geometry between GEO satellites and ground receivers enables the formation of dense, fixed ionospheric pierce points (IPPs) and geometry-invariant inter-IPP baselines, which serve as fundamental sensing units. Leveraging this configuration, the proposed framework produces high-resolution ionospheric total electron content (TEC) gradient fields (spatially <0.25°, temporally 30 seconds), without requiring satellite motion corrections. This capability enables real-time, multi-scale analysis of ionospheric disturbances. Case studies demonstrate the framework’s ability in (1) resolving sub-minute electron density variations during the diurnal development of equatorial ionization anomalies (EIA), (2) tracking the evolution of plasma irregularities associated with equatorial plasma bubbles (EPBs), and (3) characterizing the propagation of large-scale traveling ionospheric disturbances (LSTIDs). The GIX-GEO framework provides a geometry-consistent, scalable tool that bridges the gap between sparse satellite observations and high-resolution ionospheric diagnostics, offering significant value for both scientific investigation and operational space weather monitoring.
DOI: 10.5281/zenodo.15963129
title: Dataset to accompany manuscript "Gradient Ionosphere Index Estimation Using Ground-Based GEO Observations for Multi-scale Ionospheric Dynamics Monitoring"

description: This dailaset accompanies the manuscipt "Gradient Ionosphere Index Estimation Using Ground-Based GEO Observations for Multi-scale Ionospheric Dynamics Monitoring". The dala can beused to reproduce figures 3-11 in the main text. All files are in .mat fomat and are easlly readable.The abstract for the associated paper is as follows:

High-resolution and real-time monitoring of ionospheric dynamics is critical for advancing space weather research and ensuring the reliability of satellite-based communication and navigation systems. However, the existing observational frameworks often face trade-offs between spatial coverage, temporal continuity, and resolution. This study presents a novel fixed-geometry observation framework, referred to as GIX-GEO, which utilizes gradient ionosphere index (GIX) estimations derived from a network of geostationary Earth orbit (GEO) satellites and ground-based Global Navigation Satellite System (GNSS) receivers. The stationary geometry between GEO satellites and ground receivers enables the formation of dense, fixed ionospheric pierce points (IPPs) and geometry-invariant inter-IPP baselines, which serve as fundamental sensing units. Leveraging this configuration, the proposed framework produces high-resolution ionospheric total electron content (TEC) gradient fields (spatially <0.25°, temporally 30 seconds), without requiring satellite motion corrections. This capability enables real-time, multi-scale analysis of ionospheric disturbances. Case studies demonstrate the framework’s ability in (1) resolving sub-minute electron density variations during the diurnal development of equatorial ionization anomalies (EIA), (2) tracking the evolution of plasma irregularities associated with equatorial plasma bubbles (EPBs), and (3) characterizing the propagation of large-scale traveling ionospheric disturbances (LSTIDs). The GIX-GEO framework provides a geometry-consistent, scalable tool that bridges the gap between sparse satellite observations and high-resolution ionospheric diagnostics, offering significant value for both scientific investigation and operational space weather monitoring.
DOI: 10.15468/dl.7fp5ja
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thevetia peruviana",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011757-250717081556266/datasets/export for details.
DOI: 10.15468/dl.k4tssk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thevetia peruviana",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011758-250717081556266/datasets/export for details.
DOI: 10.15468/dl.xxdn4n
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sirex noctilio",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011759-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk5brg
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thevetia peruviana",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011760-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.weh7dt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sirex noctilio",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011761-250717081556266/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.29493197
title: Pangasianodon_hypophthalmus_assembly_gene_annotation

description: T2T Genome Assembly and Annotation of <i>Pangasianodon hypophthalmus</i>
DOI: 10.6084/m9.figshare.29493197.v1
title: Pangasianodon_hypophthalmus_assembly_gene_annotation

description: T2T Genome Assembly and Annotation of <i>Pangasianodon hypophthalmus</i>
DOI: 10.15468/dl.qm7ss6
title: Occurrence Download

description: A dataset containing 24598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium capitatum"
 ]
}

 The dataset includes 24598 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011762-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hh8ryu
title: Occurrence Download

description: A dataset containing 1855 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bistorta macrophylla"
 ]
}

 The dataset includes 1855 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011763-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkgpaa
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isatis erzurumica"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011764-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgsrpm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAY0409"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011767-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.