cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xc9vr5s52g
title: CRYPTO and PROVIDE EEG Data_Infants and Children

description: These are the EEG baseline data used in the study on the association between stunting and EEG brain functional connectivity in Bangladeshi children. Xie et al. (2019) Growth faltering is associated with altered brain functional connectivity and cognitive outcomes in urban Bangladeshi children exposed to early adversity. BMC Medicine. https://doi.org/10.1186/s12916-019-1431-5 The data are in BIDS M/EEG format. Data with an ID &lt; 2000 were collected for a cohort of 36-month-old toddlers, and those with an ID &gt; 2000 were collected for a cohort of 6-month-old infants. The children were watching screen savers for 2 minutes.
DOI: 10.17632/xzpvnh2ntw
title: Obstructive sleep apnea in adults with Down syndrome

description: The files represent the raw data collected in this research and the results of the statistical analysis performed.
DOI: 10.6084/m9.figshare.13456484.v1
title: Adult content dataset

description: Description The Pornography dataset containing 18,000 different images. For the pornographic class, we have browsed websites which only host that kind of material (solving, in a way, the matter of purpose) and some social media platforms and some images extract from movies. The database consists of several genres of pornography and depicts actors of many ethnicities, including multi-ethnic ones. For the non-pornographic class, we have browsed general-public purpose images platform. In the figure below, we illustrate the diversity of the pornographic images and the challenges of the non-pornographic ones. The huge diversity of cases in both pornographic and non pornographic images makes this task very challenging.<br>Disclaimer THIS DATABASE IS PROVIDED “AS IS” AND WITHOUT ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, WITHOUT LIMITATION, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. The videos, segments, and images provided were produced by third-parties, who may have retained copyrights. They are provided strictly for non-profit research purposes, and limited, controlled distributed, intended to fall under the fair-use limitation. We take no guarantees or responsibilities, whatsoever, arising out of any copyright issue. Use at your own risk.
DOI: 10.6084/m9.figshare.25224911.v1
title: rpe1.v1.0.final.fasta.fai

description: RPE-1 diploid assembly using Verkko tool.
DOI: 10.6084/m9.figshare.26011615.v1
title: Supplemental material for "Aggregation Aggravation: Can Uncertainty Representations Improve Perceived Data Quality in Aggregated Data?"

description: Supplemental material.zip including "study results," "SPSS results," and "perlin-noise generated 1D data", for "Aggregation Aggravation: Can Uncertainty Representations Improve Perceived Data Quality in Aggregated Data?" by Dongyun Han in Information Visualization Journal
DOI: 10.6084/m9.figshare.3514700.v1
title: Appendix A. An example of the calculation of the six different diversity parameters used in the study.

description: An example of the calculation of the six different diversity parameters used in the study.
DOI: 10.6084/m9.figshare.7718492.v1
title: Gene-RD-Provenance_V1

description: In this dataset we provide monogenic, rare diseases (OMIM identifier) with a known genetic cause (HGNC, Ensembl) supplemented with manually extracted provenance of both the disease and the discovery of the underlying genetic cause of the disease (PMID).
DOI: 10.6084/m9.figshare.12448979.v2
title: JARVIS-DFT Finite Difference Elastic Constants (JVASP-8656 to JVASP-9672)

description: Contains input/output files for finite difference method based elastic calculations in the JARVIS-DFT.
DOI: 10.6084/m9.figshare.13607618.v2
title: How much did the Colombian Andes rise by the collision of the Caribbean oceanic plateau?

description: This dataset contains a compilation of whole-rock geochemical and Sr-Nd isotopic data from Cretaceous to Paleogene arc-related intrusives of the Colombian Central Cordillera and the Santa Marta Range, in the northern Andes. These data are used to track the Paleogene crustal thickening and surface uplift of the Colombian Andes in response to the collision of the Caribbean oceanic plateau. See references for data sources.
DOI: 10.15468/dl.kmajpw
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex acetosella L.",
 "Country is Moldova, Republic of"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010347-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shhe2f
title: Occurrence Download

description: A dataset containing 35153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus Latreille, 1802",
 "Year 1990-2025"
 ]
}

 The dataset includes 35153 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010348-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8q9qk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((26.1447 -34.2546,26.6413 -34.1504,17.9648 -34.1504,17.9648 -34.5378,18.3444 -34.8391,18.8711 -34.8843,19.4851 -35.2658,19.9376 -35.3352,20.7057 -34.9616,21.9281 -34.8692,22.6401 -34.5158,23.3842 -34.6063,23.712 -34.499,24.8223 -34.7143,25.2443 -34.5061,25.7729 -34.5304,26.1447 -34.2546))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010349-250525065834625/datasets/export for details.
DOI: 10.15468/dl.wc4msd
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Creagrutus beni)",
 "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 50 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025021-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15558290
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530v Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530v Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15558291
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530v Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530v Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.dzzepf
title: Occurrence Download

description: A dataset containing 932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Imleria badia"
 ]
}

 The dataset includes 932 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006599-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1285/i24995835v2025n23p18
title: Il contributo delle tecnologie e dell'IA nell'educazione fisica e sportiva e per la promozione della salute

description: L'educazione fisica e sportiva è chiamata ad affrontare non poche sfide negli ultimi anni: la problematica della crescente sedentarietà tra bambini e adolescenti, sempre meno attivi e sempre più sedentari che limita le valenze formative e gli effetti preventivi e protettivi dell'esercizio e l'uso delle tecnologie e dell'Intelligenza artificiale. Se da un lato si rileva un deciso ampliamento dell'epistemologia dell'educazione fisica dall'altro si richiedono nuove competenze per i docenti ed una rinnovata e più ampia relazione scuola-famiglia. L'integrazione tecnologica può favorire una pratica motoria più consapevole, estende l'intervento educativo oltre l'ambiente scolastico e può migliorare l'efficacia della didattica in tutte le sue fasi. Il seguente contributo analizza le opportunità didattiche più recenti offerte dall'evoluzione tecnologica, con un focus sull'intelligenza artificiale nell'insegnamento dell'educazione fisica e sul contributo per la promozione della salute, valorizzando l'apprendimento motorio e stili di vita attivi in una prospettiva educativa long life education.
description: Physical and sports education has been called to face several challenges in recent years: the growing issue of sedentary behavior among children and adolescents who are increasingly inactive and sedentary, limits both the educational value and the preventive and protective effects of exercise, as well as the integration of new technologies and artificial intelligence. On one hand, there is a clear expansion of the epistemology of physical education; on the other, new competencies are required for teachers, along with a renewed and strengthened school–family relationship. Technological integration can support more conscious motor practice, extend educational intervention beyond the school environment, and enhance the effectiveness of teaching in all its phases. This paper analyzes the most recent educational opportunities offered by technological advancements, with a focus on artificial intelligence in physical education teaching and its contribution to health promotion, emphasizing motor learning and active lifestyles within a lifelong education perspective.
DOI: 10.15468/dl.gdpc58
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanolagus Kobyliansky, 1986",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.2542 -7.2836,40.3029 -7.1504,35.9648 -7.1504,35.9648 -16.1504,40.6365 -16.1504,41.3042 -15.0287,41.3321 -14.414,41.0824 -13.7539,41.0579 -13.1811,41.2109 -10.9003,40.7985 -9.9904,40.2764 -9.7003,39.994 -8.7002,40.4062 -7.7189,40.2542 -7.2836))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014017-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15569828
title: Optimizing Content Strategy for Spotify Philippines: A BI Study of OPM and Global Streaming  Trends

description: Spotify has become the most used streaming music service. This study explores the listening behavior of Filipino listeners on Spotify, where the contrast between foreign music and Original Pilipino Music (OPM) is emphasized. The focus of this study is to identify the most important music preference and streaming popularity factors. This was done by performing an analysis on the top 25 most streamed songs within a period of four weeks, where computer programs like Microsoft Excel and Weka were used. Three machine learning algorithms, namely M5P regression, clustering, and linear regression, were used to identify user pattern behavior. The findings showed that OPM songs typically have higher average streams and a longer chart presence, and that success is strongly predicted by prior chart performance and consistency. Filipino listeners exhibit a strong preference for familiar and locally produced music, indicating the cultural significance of OPM. The findings suggest that optimizing content strategy and recommendation algorithms based on historical streaming data can help improve user engagement and the presence of local artists on Spotify Philippines. The results provide concrete suggestions for increasing user satisfaction, marketing efficiency, and personalizing the platform.
DOI: 10.5281/zenodo.15569829
title: Optimizing Content Strategy for Spotify Philippines: A BI Study of OPM and Global Streaming  Trends

description: Spotify has become the most used streaming music service. This study explores the listening behavior of Filipino listeners on Spotify, where the contrast between foreign music and Original Pilipino Music (OPM) is emphasized. The focus of this study is to identify the most important music preference and streaming popularity factors. This was done by performing an analysis on the top 25 most streamed songs within a period of four weeks, where computer programs like Microsoft Excel and Weka were used. Three machine learning algorithms, namely M5P regression, clustering, and linear regression, were used to identify user pattern behavior. The findings showed that OPM songs typically have higher average streams and a longer chart presence, and that success is strongly predicted by prior chart performance and consistency. Filipino listeners exhibit a strong preference for familiar and locally produced music, indicating the cultural significance of OPM. The findings suggest that optimizing content strategy and recommendation algorithms based on historical streaming data can help improve user engagement and the presence of local artists on Spotify Philippines. The results provide concrete suggestions for increasing user satisfaction, marketing efficiency, and personalizing the platform.
DOI: 10.6141/tw-srda-c00349-1
title: China Impact Studies 2019

description: China Impact Survey
DOI: 10.15468/dl.twqbcd
title: Occurrence Download

description: A dataset containing 150342 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 Trifolium pratense L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 150342 records from 486 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014001-250525065834625/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.28462379
title: <b>Supplemental Data Sets S6 and S7. </b><i>Arabidopsis halleri</i> and <i>A. lyrata</i> predicted small RNA loci annotations.

description: <b>Supplemental Data Sets S6 and S7. </b><i>Arabidopsis halleri</i> and <i>A. lyrata</i> predicted small RNA loci annotations.
DOI: 10.6084/m9.figshare.28462379.v4
title: <b>Supplemental Data Sets S6 and S7. </b><i>Arabidopsis halleri</i> and <i>A. lyrata</i> predicted small RNA loci annotations.

description: <b>Supplemental Data Sets S6 and S7. </b><i>Arabidopsis halleri</i> and <i>A. lyrata</i> predicted small RNA loci annotations.
DOI: 10.15468/dl.tvfkfk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((117.00403 8.71284,110.05721 4.66053,106.82501 1.57305,105.28127 -7.54465,110.49138 -8.89542,118.45128 -5.51849,119.27139 4.41932,117.00403 8.71284))",
 "TaxonKey is Dalbergia havilandii Prain"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014018-250525065834625/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.28462379.v3
title: <b>Supplemental Data Sets S5 and S6. </b><i>Arabidopsis halleri</i> and <i>A. lyrata</i> predicted small RNA loci annotations.

description: <b>Supplemental Data Sets S5 and S6. </b><i>Arabidopsis halleri</i> and <i>A. lyrata</i> predicted small RNA loci annotations.
DOI: 10.15468/dl.6j5hyp
title: Occurrence Download

description: A dataset containing 47348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melia azedarach L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 47348 records from 567 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014019-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ks949
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((106.24663 26.18465,97.57212 27.62494,95.80448 23.40225,98.5214 19.96518,104.24986 18.39395,109.91284 20.22705,110.30565 24.08967,106.24663 26.18465))",
 "TaxonKey is Dalbergia henryana Prain"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014020-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nv83ku
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanolagus Kobyliansky, 1986",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.877 -22.4563,40.8172 -22.0642,40.48 -21.825,40.0801 -21.8881,39.8467 -22.172,39.8612 -22.5315,40.2159 -22.8442,40.6757 -22.7649,40.877 -22.4563))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014021-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zauhb9
title: Occurrence Download

description: A dataset containing 54218133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "License is CC0 1.0",
 "Year 2017-2022"
 ]
}

 The dataset includes 54218133 records from 842 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014005-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36djk6
title: Occurrence Download

description: A dataset containing 151253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Laurales"
 ]
}

 The dataset includes 151253 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025468-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16903146
title: Data for "Mechanisms driving the global tropical response to a weakened AMOC during Heinrich Stadial 1" by Lawman et al. (2025)

description: Data used to perform the climate model analyses in Lawman et al. (2025), "Mechanisms driving the global tropical response to a weakened AMOC during Heinrich Stadial 1" published in Quaternary Science Reviews. See README file for a list of the datasets.
DOI: 10.5281/zenodo.16903147
title: Data for "Mechanisms driving the global tropical response to a weakened AMOC during Heinrich Stadial 1" by Lawman et al. (2025)

description: Data used to perform the climate model analyses in Lawman et al. (2025), "Mechanisms driving the global tropical response to a weakened AMOC during Heinrich Stadial 1" published in Quaternary Science Reviews. See README file for a list of the datasets.
DOI: 10.15468/dl.eupp4p
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025854-250811113504898/datasets/export for details.
DOI: 10.15468/dl.d32g2n
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sapindus saponaria",
 "Country is Burundi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025853-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8xqjc
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buergersiochloa",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005050-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2bht2
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iphione muricata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 344 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005051-260126135527185/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.31177066
title: DNG results of MOF-BFN

description: <pre>This folder contains 1,000 samples from MOF-BFN for evaluation.<br><br>Specifically, we collect the following results:<br><br>```<br>|- raw # Folder including results BEFORE relaxation<br>|-- cif # CIFs of unrelaxed MOF structures. Inter-block bonds are not inferred<br>|-- validity.csv # results of unrelaxed MOF structures from MOFChecker<br>|-- feasibility.csv # binary values, indicating whether the connecting points from metals & linkers are equal<br>|- processed # Folder including results AFTER relaxation<br>|-- cif # CIFs of unrelaxed and feasible MOF structures. Inter-block bonds are additionally inferred<br>|-- relaxed # CIFs of relaxed and MOF structures. Intermediate files from LAMMPS are also provided<br>|-- validity.csv # results of relaxed MOF structures from MOFChecker<br>|- Readme.md # Description file<br>```</pre>