cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15220406
title: Data and Code Supporting: 'Prevalence of Chromosomal Abnormalities and Factors Associated with Non-Invasive Prenatal Testing (NIPT) Success in Indonesia: A Retrospective Cross-Sectional Study'

description: This dataset contains:



Anonymized NIPT result data in .csv format

R scripts used for data analysis and visualization in .pdf format

Study protocol in .pdf format


The data were collected as part of a retrospective cross-sectional study evaluating the performance of non-invasive prenatal testing (NIPT) in detecting chromosomal abnormalities among pregnant women in Indonesia. The dataset includes maternal age, fetal fraction values, gestational age, maternal body mass index, type of pregnancy, and the NIPT outcomes.

Sensitive patient identifiers have been removed to ensure participant confidentiality. This repository is intended to promote transparency and the reproducibility of research findings.
DOI: 10.5281/zenodo.15428886
title: Data and Code Supporting: 'Prevalence of Chromosomal Abnormalities and Factors Associated with Prenatal Cell-Free DNA (cfDNA) Screening Success in Indonesia: A Retrospective Cross-Sectional Study'

description: This dataset contains:



Anonymized prenatal cfDNA screening result data in .csv format

R scripts used for data analysis and visualization in .pdf format

Study protocol in .pdf format


The data were collected as part of a retrospective cross-sectional study evaluating the performance of prenatal cfDNA screening in detecting chromosomal abnormalities among pregnant women in Indonesia. The dataset includes maternal age, fetal fraction values, gestational age, maternal body mass index, type of pregnancy, and the prenatal cfDNA screening outcomes.

Sensitive patient identifiers have been removed to ensure participant confidentiality. This repository is intended to promote transparency and the reproducibility of research findings.
DOI: 10.15468/dl.t954ws
title: Occurrence Download

description: A dataset containing 4539 records in GBIF matching the query:
SELECT speciesKey, species, COUNT(*) AS occurrences FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND continent = 'EUROPE' AND "year" &gt;= 2025 AND kingdomKey = 5 AND hasCoordinate = TRUE AND (coordinateUncertaintyInMeters &lt;= 1000 OR coordinateUncertaintyInMeters IS NULL) AND speciesKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND "month" IS NOT NULL GROUP BY speciesKey, species

 The dataset's 4539 records were derived from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017331-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq2b6d
title: Occurrence Download

description: A dataset containing 4604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material citation, Occurrence evidence, Living Specimen)",
 "Country is one of (Spain, Portugal)",
 "Year 1950-1950"
 ]
}

 The dataset includes 4604 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017346-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48804/owxetm
title: Co-occurring mental health problems in adolescents with ADHD and sleep problems

description: This dataset contains data on symptoms of co-occurring mental health problems, self- and parent-reported sleep problems, and objective and subjective sleep parameters of three groups of adolescents (13–17 years): 1) with ADHD and comorbid self-reported sleep problems (N = 56), 2) with ADHD but without self-reported sleep problems (N = 25), and 3) without ADHD (N = 56).
DOI: 10.15468/dl.89d6nf
title: Occurrence Download

description: A dataset containing 208537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polypodiopsida, Lycopodiopsida)",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-31 27, 40 27, 40 72, -31 72, -31 27, -31 27))",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 208537 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017336-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psqfrj
title: Occurrence Download

description: A dataset containing 25 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 COUNT(*) occurrences
FROM
 occurrence
WHERE
 GBIF_WITHIN('POLYGON((97 21,106 21,106 29,97 29,97 21))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 2474960 OR occurrence.acceptedtaxonkey = 2474960 OR occurrence.kingdomkey = 2474960 OR occurrence.phylumkey = 2474960 OR occurrence.classkey = 2474960 OR occurrence.orderkey = 2474960 OR occurrence.familykey = 2474960 OR occurrence.genuskey = 2474960 OR occurrence.specieskey = 2474960)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 25 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017332-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6eh35m
title: Occurrence Download

description: A dataset containing 307143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "Country is Belgium"
 ]
}

 The dataset includes 307143 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017339-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqj6j5
title: Occurrence Download

description: A dataset containing 7734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Dutch Angling Association (SVN) - Piscaria",
 "Country is Belgium"
 ]
}

 The dataset includes 7734 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017348-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsjnpy
title: Occurrence Download

description: A dataset containing 688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN.7_1",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 688 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017349-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.2jvqljm8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6084/m9.figshare.29222312
title: Prediction of thermodynamic properties

description: Thermodynamic properties of hydrogen-containing mixtures
DOI: 10.6084/m9.figshare.29222312.v1
title: Prediction of thermodynamic properties

description: Thermodynamic properties of hydrogen-containing mixtures
DOI: 10.15468/dl.uewu78
title: Occurrence Download

description: A dataset containing 59173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet observations",
 "Country is Belgium"
 ]
}

 The dataset includes 59173 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017340-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15582879
title: Identification of DNA Damage Repair-Related Diagnostic Markers for Idiopathic Pulmonary Fibrosis via WGCNA
DOI: 10.48804/ine8og
title: Replication Data for: Effect of blockage on wind turbine power and wake development

description: This dataset contains the necessary information needed to reproduce the figures from the paper “Effect of Blockage on Wind Turbine Power and Wake Development” by Ndindayino, O., Puel, A., and Meyers, J., published in Wind Energy Science (2025).

The study investigates how flow blockage influences wind farm efficiency, using large-eddy simulations and developing an analytical model that shows promise for improving turbine power predictions under blockage conditions.

The dataset offers detailed insights into wake profiles, turbine power, thrust, and induction values, as well as the near-wake pressure distribution and momentum budget analysis.
DOI: 10.15468/dl.3ujs8a
title: Occurrence Download

description: A dataset containing 25525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is bioman_belgium",
 "Country is Belgium"
 ]
}

 The dataset includes 25525 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017351-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwaexw
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Neocheiropteris palmatopedata (Baker) Christ"
 ]
}

 The dataset includes 135 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017352-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.295qkn
title: Occurrence Download

description: A dataset containing 10229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Xeno-canto - Bird sounds from around the world",
 "Country is Belgium"
 ]
}

 The dataset includes 10229 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017350-250525065834625/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.29222318
title: Enhancing the Interpretability of Port Economic Modeling via Implicit Spatial Relationship Discovery

description: data
DOI: 10.6084/m9.figshare.29222318.v1
title: Enhancing the Interpretability of Port Economic Modeling via Implicit Spatial Relationship Discovery

description: data
DOI: 10.7910/dvn/sgw3ps
title: Supplementary material - Assessment of the accuracy of machine learning models to classify topic and sentiment of Canadian tweets about public health measures during COVID-19 using Bayesian latent class analysis

description: The objective of this study is to estimate the sensitivity and specificity of machine learning models to correctly identify the topics and sentiment of Canadian posts on Twitter, between December 2020 and February 2021 or between June and August 2021, related to COVID-19 public health measures, using human annotation as imperfect additional tests in Bayesian latent class analysis models. This dataset included anonymized data, cross tabulation of the tests' results, and codes used for the analyses.
DOI: 10.48804/0uaxrg
title: Replication Data for: Low-intensity Pulsed Electromagnetic Field Stimulation Enhances Fusion in Bovine Myoblasts and Improves Tensile Properties of Engineered Skeletal Muscle Tissue

description: This repository contains the data necessary for reproducing the results described in the paper: "Low-intensity Pulsed Electromagnetic Field Stimulation Enhances Fusion in Bovine Myoblasts and Improves Tensile Properties of Engineered Skeletal Muscle Tissue" (still to be submitted). For two different experiments, ran at two different times on two different tensile test machines, it contains: the raw data, the code necessary for processing the data, the generated results, and figures representing the results. The raw data consists the measurement points acquired by the tensile test machine, as well as pictures from the samples. The code for processing is based on Python and Makefile.
DOI: 10.34740/kaggle/dsv/12045122
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.fp47nn
title: Occurrence Download

description: A dataset containing 238627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Pinus sylvestris L.",
 "Year 1970-2000"
 ]
}

 The dataset includes 238627 records from 431 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017343-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15582863
title: Identification of DNA Damage Repair-Related Diagnostic Markers for Idiopathic Pulmonary Fibrosis via WGCNA
DOI: 10.15468/dl.zk8gn4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material citation, Occurrence evidence, Living Specimen)",
 "Country is one of (Spain, Portugal)",
 "TaxonKey is Tradescantia fluminensis Vell.",
 "Year 2000-2000"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017355-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15571637
title: LULC
DOI: 10.5281/zenodo.15571638
title: LULC
DOI: 10.15468/dl.d5wc6f
title: Occurrence Download

description: A dataset containing 82866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carpodacus davidianus Milne-Edwards, 1865, Carpodacus dubius Przewalski, 1876, Carpodacus edwardsii J.Verreaux, 1871, Carpodacus erythrinus (Pallas, 1770), Carpodacus formosanus Ogilvie-Grant, 1911, Carpodacus grandis Blyth, 1849, Carpodacus lepidus (A.David & Oustalet, 1877), Carpodacus pulcherrimus (F.Moore, 1856), Carpodacus puniceus (Blyth, 1845), Carpodacus rhodochlamys (von J.F.Brandt, 1843), Carpodacus roborowskii (Przewalski, 1887), Carpodacus rodochroa (Vigors, 1831), Carpodacus rodopeplus (Vigors, 1831), Carpodacus roseus (Pallas, 1776), Carpodacus rubicilla (Güldenstädt, 1775), Carpodacus rubicilloides Przewalski, 1876, Carpodacus sibiricus (Pallas, 1773), Leucosticte sillemi Roselaar, 1992, Carpodacus sipahi (Hodgson, 1836), Carpodacus stoliczkae (Hume, 1874), Carpodacus subhimachalus (Hodgson, 1836), Carpodacus thura Bonaparte & Schlegel, 1850, Carpodacus trifasciatus J.Verreaux, 1871, Carpodacus verreauxii (David & Oustalet, 1877), Carpodacus vinaceus J.Verreaux, 1871, Carpodacus waltoni (Sharpe, 1905), Chloris ambigua (Oustalet, 1896), Chloris spinoides (Vigors, 1831), Coccothraustes coccothraustes (Linnaeus, 1758), Eophona migratoria Hartert, 1903, Eophona personata (Temminck & Schlegel, 1848), Fringilla coelebs Linnaeus, 1758, Fringilla montifringilla Linnaeus, 1758, Leucosticte arctoa (Pallas, 1811), Leucosticte brandti Bonaparte, 1850, Leucosticte nemoricola (Hodgson, 1836), Linaria cannabina (Linnaeus, 1758), Linaria flavirostris (Linnaeus, 1758))",
 "Geometry POLYGON((73.5208333 16.6625,135.0791667 16.6625,135.0791667 53.5541667,73.5208333 53.5541667,73.5208333 16.6625))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)"
 ]
}

 The dataset includes 82866 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017337-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6473267
title: Test retest cross-scanner multi-modal brain MRI of healthy subjects: B-Q Minded Brain Study

description: TRCSMM Brain study is part of B-Q MINDED project (https://www.uantwerpen.be/en/projects/b-q-minded/). B-Q MINDED is an international research project on quantitative magnetic resonance imaging, coordinated by Prof. Dr. Jan Sijbers. This project has received funding from the European Union’s Horizon 2020 research and innovation program under the Marie Sklodowska-Curie grant agreement No 764513. By combining research, innovation, and education, B-Q MINDED will pave the way for introducing Quantitative-MRI into the clinic. Early Stage Researchers (ESRs) and supervisors of B-Q MINDED cooperated to acquire this comprehensive dataset for healthy volunteers to evaluate and harmonize quantitative MRI metrics to improve the comparability of data acquired in multiple scanners and, to improve the robustness of parameter estimation.   

 

TRCSMM Brain study was approved by the UZA Ethics Committee on January 6th, 2020, with number 19/50/620 and Belgian registration number B300202042715. Healthy volunteers were scanned in two 3 Tesla Siemens scanners at UZA radiology department (Siemens Skyra and Siemens PrismaFit). The image acquisition protocol included anatomical and  diffusion sequences. The investigators involved in the TRCSMM Brain study are part of the B-Q MINDED project: Prof. Dr. Pieter Van Dyck (UZA, Principal Investigator), Prof. Dr. Jan Sijbers (UA), Dr. Thibo Billiet (icometrix), MSc. Floris Vanhevel (UZA), MSc. Maira Siqueira Pinto (UZA, UA), MSc. Celine Smekens (Siemens, UA) and MSc. Roberto Paolella (icometrix, UA).

 

Citations to be included in studies in which the B-Q MINDED dataset is used: 

Pinto, M., Paolella, R., Smekens, C., Vanhevel, F., Billiet, T., Sijbers, J., & Van Dyck, P. (2025). Test Retest Cross-Scanner Multi-Modal Brain MRI of Healthy Subjects: B-Q Minded Brain Study [Data set]. Switzerland: Zenodo. doi: 10.5281/zenodo.6473268

Pinto M.S., Anania V., Paolella R., Smekens C., Billiet T., Janssens T., den Dekker A.J., Sijbers J., Guns P-J. & Van Dyck P. (2025) Harmonization of diffusion MRI on healthysubjects using NeuroCombat and LongCombat: a B-Q MINDED brain intra- and inter-scanner study. Front. Neurosci. 19:1591169. doi: 10.3389/fnins.2025.1591169
DOI: 10.5281/zenodo.6473268
title: Test retest cross-scanner multi-modal brain MRI of healthy subjects: B-Q Minded Brain Study

description: TRCSMM Brain study is part of B-Q MINDED project (https://www.uantwerpen.be/en/projects/b-q-minded/). B-Q MINDED is an international research project on quantitative magnetic resonance imaging, coordinated by Prof. Dr. Jan Sijbers. This project has received funding from the European Union’s Horizon 2020 research and innovation program under the Marie Sklodowska-Curie grant agreement No 764513. By combining research, innovation, and education, B-Q MINDED will pave the way for introducing Quantitative-MRI into the clinic. Early Stage Researchers (ESRs) and supervisors of B-Q MINDED cooperated to acquire this comprehensive dataset for healthy volunteers to evaluate and harmonize quantitative MRI metrics to improve the comparability of data acquired in multiple scanners and, to improve the robustness of parameter estimation.   

 

TRCSMM Brain study was approved by the UZA Ethics Committee on January 6th, 2020, with number 19/50/620 and Belgian registration number B300202042715. Healthy volunteers were scanned in two 3 Tesla Siemens scanners at UZA radiology department (Siemens Skyra and Siemens PrismaFit). The image acquisition protocol included anatomical and  diffusion sequences. The investigators involved in the TRCSMM Brain study are part of the B-Q MINDED project: Prof. Dr. Pieter Van Dyck (UZA, Principal Investigator), Prof. Dr. Jan Sijbers (UA), Dr. Thibo Billiet (icometrix), MSc. Floris Vanhevel (UZA), MSc. Maira Siqueira Pinto (UZA, UA), MSc. Celine Smekens (Siemens, UA) and MSc. Roberto Paolella (icometrix, UA).

 

Citations to be included in studies in which the B-Q MINDED dataset is used: 

Pinto, M., Paolella, R., Smekens, C., Vanhevel, F., Billiet, T., Sijbers, J., & Van Dyck, P. (2025). Test Retest Cross-Scanner Multi-Modal Brain MRI of Healthy Subjects: B-Q Minded Brain Study [Data set]. Switzerland: Zenodo. doi: 10.5281/zenodo.6473268

Pinto M.S., Anania V., Paolella R., Smekens C., Billiet T., Janssens T., den Dekker A.J., Sijbers J., Guns P-J. & Van Dyck P. (2025) Harmonization of diffusion MRI on healthysubjects using NeuroCombat and LongCombat: a B-Q MINDED brain intra- and inter-scanner study. Front. Neurosci. 19:1591169. doi: 10.3389/fnins.2025.1591169
DOI: 10.5281/zenodo.15582921
title: Identification of DNA Damage Repair-Related Diagnostic Markers for Idiopathic Pulmonary Fibrosis via WGCNA
DOI: 10.5281/zenodo.15582922
title: Identification of DNA Damage Repair-Related Diagnostic Markers for Idiopathic Pulmonary Fibrosis via WGCNA
DOI: 10.15468/dl.2jk2fq
title: Occurrence Download

description: A dataset containing 1901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dombeya burgessiae Gerrard ex Harv. & Sond."
 ]
}

 The dataset includes 1901 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017356-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dp5qu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Physella hordacea (I.Lea, 1864)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001872-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18448984
title: AI Learning Companion-Empowered Learning Community Traits
DOI: 10.5281/zenodo.18448985
title: AI Learning Companion-Empowered Learning Community Traits