cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30188218.v1
title: CS——Supplementary Table 1 Sensitivity analysis of multiple logistic regression equations.docx

description: CS——Supplementary Table 1 Sensitivity analysis of multiple logistic regression equations.docx
DOI: 10.5281/zenodo.17178153
title: List of BBFs from Geotail data (1994-2022)

description: List of bursty bulk flows (BBFs) identified from Geotail data (1994-2022). This dataset is generated in support of the article submitted to Geophysical Research letters (GRL) "Statistical Characteristics of Stormtime Bursty Bulk Flows".
DOI: 10.15468/dl.fm8j32
title: Occurrence Download

description: A dataset containing 41334582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 41334582 records from 4974 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008837-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxdug4
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Gonystylus Teijsm. & Binn.",
 "Year 1965-2024"
 ]
}

 The dataset includes 234 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066858-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gap5uv
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia frigida var. atropurpurea Pamp."
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066859-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25326/2j4z-y442
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2018-03-27
DOI: 10.25326/rk4c-eh75
title: Atmospheric simulation chamber study: o-cresol + OH - Aerosol study - particle formation - 2016-01-18
DOI: 10.25326/vasz-c979
title: Atmospheric simulation chamber study: propene + O3 - Aerosol study - particle formation - 2018-11-18
DOI: 10.25326/5p04-0636
title: Atmospheric simulation chamber study: isoprene + OH - Aerosol study - particle formation
DOI: 10.25326/9c3t-5n96
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2015-11-18
DOI: 10.25326/6266-8f92
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2013-11-07
DOI: 10.25326/963v-0s25
title: Atmospheric simulation chamber study: Phytoplancton + O3 - Aerosol study - particle formation - 2018-06-28
DOI: 10.25326/jakn-gr19
title: Atmospheric simulation chamber study: beta-caryophyllene + OH - Aerosol study - particle formation - 2013-11-11
DOI: 10.25326/p3jb-zp10
title: alpha-pinene + OH - Aerosol study - particle formation - 2018-07-19

description: Publication of the dataset
DOI: 10.25326/9c33-zf83
title: Atmospheric simulation chamber study: o-cresol + OH - Aerosol study - particle formation - 2016-01-09
DOI: 10.25326/h3ay-bd66
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2018-03-19
DOI: 10.25326/pasa-pk36
title: Atmospheric simulation chamber study: alpha-pinene + O3 - Aerosol study - particle formation - 2018-10-31
DOI: 10.25326/8r0x-6648
title: Atmospheric simulation chamber study: isoprene + OH - Aerosol study - particle formation - 2012-08-29
DOI: 10.25326/cymp-w763
title: Atmospheric simulation chamber study: o-cresol + OH - Aerosol study - particle formation - 2016-01-19
DOI: 10.25326/jjax-4y03
title: Atmospheric simulation chamber study: toluene + OH - Aerosol study - particle formation - 2018-11-16
DOI: 10.25326/vrq4-2q64
title: Atmospheric simulation chamber study: propene + O3 - Aerosol study - particle formation - 2018-11-19
DOI: 10.25326/s4kb-4h52
title: Atmospheric simulation chamber study: limonene + OH - Aerosol study - particle formation - 2013-11-08
DOI: 10.25326/vf8n-tv69
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation
DOI: 10.25326/yeqw-x253
title: terpinolene + NO3 - Aerosol study - particle formation - 2017-03-28

description: Publication of the dataset
DOI: 10.25326/e0zp-js78
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2018-10-24
DOI: 10.25326/wy19-7w88
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2018-10-23
DOI: 10.25326/ph70-zg91
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2018-10-31
DOI: 10.25326/qatr-jb79
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2018-10-30
DOI: 10.25326/0dcm-3476
title: Atmospheric simulation chamber study: alpha-pinene + O3 - Aerosol study - particle formation - 2018-11-09
DOI: 10.25326/w812-sf26
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2018-11-01
DOI: 10.25326/zny2-p351
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2018-11-02
DOI: 10.25326/ah45-9f95
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2019-04-17
DOI: 10.25326/jtdy-ak92
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2019-03-28
DOI: 10.25326/0ms6-0r44
title: Atmospheric simulation chamber study: toluene + OH - Aerosol study - particle formation - 2018-11-15
DOI: 10.25326/derg-4j33
title: Atmospheric simulation chamber study: toluene + OH - Aerosol study - particle formation - 2018-11-13
DOI: 10.25326/3fzw-x214
title: Atmospheric simulation chamber study: 1,3,5-trimethylbenzene + OH - Aerosol study - particle formation - 2018-11-21
DOI: 10.25326/jdms-zr65
title: Atmospheric simulation chamber study: isoprene + OH - Aerosol study - particle formation - 2019-04-10
DOI: 10.25326/4rkz-h076
title: Atmospheric simulation chamber study: o-Cresol + OH - Aerosol study - particle formation - 2019-04-12
DOI: 10.15468/dl.r8298w
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Germany, Belgium, Switzerland, Austria, Luxembourg, Liechtenstein)",
 "Month is one of (June, July, August, September, October, November, December)",
 "TaxonKey is Arion vulgaris Moquin-Tandon, 1855",
 "Year 2023-2023"
 ]
}

 The dataset includes 358 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066862-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/keveyp
title: GIFT TiLV Generation 20 (GIFT TiLV G20) production data

description: Third selection of Genetically Improved Fish Tilapia (GIFT) TiLV line production data. The database categorizes 78 unique fish and includes information on their spawning date, date of fry transfer to the nursing pond, and weight in grams before and after spawning.
description: Type: Dataset; Sub-type(s): Experimental data
DOI: 10.15468/dl.pymzc7
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Calomys expulsus (Lund, 1841)"
 ]
}

 The dataset includes 105 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066865-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13939387
title: Data Files: Estimating Solar Wind Charge Exchange Generated1 Soft X-rays in the Jovian Magnetosheath
DOI: 10.5281/zenodo.14695788
title: Data Files: Estimating Solar Wind Charge Exchange Generated1 Soft X-rays in the Jovian Magnetosheath
DOI: 10.6084/m9.figshare.29389826
title: Study on the propagation law of hydraulic fractures in heterogeneous permeability reservoirs

description: As the development of unconventional oil and gas resources gradually shifts towards heterogeneous reservoirs with complex permeability distributions, how to effectively control the fracture expansion pattern during hydraulic fracturing has become a key issue for optimizing production capacity. To address this, a three-dimensional multi-layer heterogeneous permeability reservoir model was established based on the finite element method, and the fracture expansion mechanism during hydraulic fracturing in heterogeneous reservoirs was analyzed. This data serves as the fracture expansion data for the three-dimensional multi-layer heterogeneous permeability reservoir model.
DOI: 10.6084/m9.figshare.29389826.v1
title: Study on the propagation law of hydraulic fractures in heterogeneous permeability reservoirs

description: As the development of unconventional oil and gas resources gradually shifts towards heterogeneous reservoirs with complex permeability distributions, how to effectively control the fracture expansion pattern during hydraulic fracturing has become a key issue for optimizing production capacity. To address this, a three-dimensional multi-layer heterogeneous permeability reservoir model was established based on the finite element method, and the fracture expansion mechanism during hydraulic fracturing in heterogeneous reservoirs was analyzed. This data serves as the fracture expansion data for the three-dimensional multi-layer heterogeneous permeability reservoir model.
DOI: 10.5281/zenodo.15727332
title: Data & scripts for the paper 'Distance-Based Approach to the Circum-Baltic Area.' by Ilja A. Seržant, Berfin Aktaṣ, Masha Ovsjannikova, Manfred Stede. Studies in Language

description: R scripts

This Jupyter notebook provides the implementation used to compute word alignments for the experiments described in the paper 'Distance-Based Approach to the Circum-Baltic Area.' It aims to support replicability by providing the tools used for alignment and analysis.

Token-aligned Bible Translations for the 16 languages of the paper
DOI: 10.5281/zenodo.15727333
title: Data & scripts for the paper 'Distance-Based Approach to the Circum-Baltic Area.' by Ilja A. Seržant, Berfin Aktaṣ, Masha Ovsjannikova, Manfred Stede. Studies in Language

description: R scripts

This Jupyter notebook provides the implementation used to compute word alignments for the experiments described in the paper 'Distance-Based Approach to the Circum-Baltic Area.' It aims to support replicability by providing the tools used for alignment and analysis.

Token-aligned Bible Translations for the 16 languages of the paper
DOI: 10.7910/dvn/pposww
title: Distinguishing between Nile tilapia strains using a low-density Single Nucleotide Polymorphism (SNPs) panel: Data.

description: DArTseq silicoDArT and Single Nucleotide Polymorphism (SNP) markers (report DTi16-2108) and DArTcap SNP markers (report DTi17-2714_DTi17-2713). A Microsoft Excel file containing i) 21,195 SNP and 27,150 silicoDArT DArTseq genotypes and respective marker sequence and metadata information for 1404 tilipia (Oreochromis niloticus, O. mossambicus and hybrid) core breeding population samples; and ii) 1334 SNP DArTcap genotypes for 2057 Oreochromis niloticus hatchery samples. Corresponding .Rdata files containing genlight objects are also provided
DOI: 10.21227/g6vz-8y29
title: "DataVerse 2025: Where Data Fuels Innovation"

description: "\t\t\t\t\t\tAbstract  Event Title DataVerse 2025: Where Data Fuels Innovation Tagline Analyze. Integrate. Innovate.Core ThemeDataVerse 2025 is a national-level interdisciplinary competition centered on \"Unlocking the Power of Data: Fueling Innovation Across Disciplines with IEEE DataPort.\" Participants will leverage open-access datasets to engineer solutions for real-world challenges spanning computer science, electronics, mechanical systems, and beyond.Competition StructureRegistration & Dataset SelectionTeams (2-4 members) register and select an IEEE DataPort dataset.Duration: July 10\u201319, 2025.Problem Definition & Abstract SubmissionParticipants identify a challenge aligned with their dataset.Submit abstracts outlining problem statements and technical approaches.Deadline: July 25, 2025.Solution DevelopmentTeams analyze data, apply techniques (statistical modeling, ML, visualization), and develop sustainable solutions.Mandatory use of IEEE DataPort datasets with clear citation.      NOTE : 10 Teams will be shortlisted for the final presentation round.Final EvaluationShortlisted teams present solutions live to an expert jury via Google Meet.Date: August 6, 2025.Technical Focus AreasData Science & Engineering: Predictive maintenance, energy optimization, intelligent automation.Methodologies: Machine learning, signal analysis, system modeling, data visualization.Evaluation Criteria:Relevance of problem statementEffective dataset utilizationTechnical rigor and innovationSolution scalability and documentation qualityKey RequirementsAll phases conducted online; no physical attendance.Final submissions include:Technical report\/slide deck (problem statement, solution, visuals)GitHub repository (code quality assessed)Certificates awarded only to teams completing all phases.Call to ActionEngineering students nationwide are invited to pioneer data-driven innovation. Transform raw data into impactful solutions while developing cross-disciplinary expertise. Registration opens July 10, 2025.  "
DOI: 10.5281/zenodo.15727457
title: Geolinking of English and Welsh Censuses, 1851-1921
DOI: 10.5281/zenodo.15727475
title: b-value vs heat flow dataset and code
DOI: 10.5281/zenodo.15727476
title: b-value vs heat flow dataset and code
DOI: 10.5281/zenodo.15727351
title: Dataset for Comparative Analysis of PCA-XGB Models in SRCFSST Column Load Prediction

description: This repository contains the experimental and predicted datasets used for hyperparameter optimization techniques of PCA-XGB models in SRCFSST column load prediction as described in the article published in The Open Construction & Building Technology Journal.
DOI: 10.5281/zenodo.15727352
title: Dataset for Comparative Analysis of PCA-XGB Models in SRCFSST Column Load Prediction

description: This repository contains the experimental and predicted datasets used for hyperparameter optimization techniques of PCA-XGB models in SRCFSST column load prediction as described in the article published in The Open Construction & Building Technology Journal.
DOI: 10.6084/m9.figshare.29383580
title: Załącznik online: Macierz <i>p</i> dystansu dla haplotypów porównywanych parami zidentyfikowanych dla łączonego zestawienia markerów mitochondrialnych (COI +16S) analizowanych w populacjachI. cimicoides. Wartości dystansu oznaczono poniżej przekątnej, a powyżej - wartości odchylenia standardowego.

description: Genetic diversity of populations is shaped by several phenomena, including mutations, genetic drift, natural selection and migration. The presence of bacterial endosymbionts may also influence mitochondrial DNA variability in host species. In addition, historical events, such as Pleistocene glaciations, play a significant role in the observed pattern of diversity. Molecular markers are often used in studies of genetic variability and analyses of population demographic structure. The species studied in this work is the saucer bug, belonging to infraorder Nepomorpha (Hemiptera: Heteroptera). Six populations inhabiting water reservoirs in Poland and Bulgaria were selected for analysis. The aim of the study was estimation of genetic variability and analyze demographic changes in selected populations of <i>Ilyocoris cimicoides</i>. The research was based on the assessment of molecular variability of mitochondrial (COI, 16S) and nuclear (EF-1α) markers. In addition, molecular detection of the endosymbiotic bacteria <i>Wolbachia</i> was performed based on amplification of a fragment of the <i>wsp</i> gene, and the absence of the endosymbiotic bacteria in selected populations of <i>I. cimicoides</i> was demonstrated. The results obtained during the study indicate a moderate degree of genetic diversity between the analysed populations. Despite the large geographical distance and limited mobility of the species, no clear isolation due to distance between the studied individuals was observed. Neutrality tests and analysis of the mismatch distribution indicate a recent expansion in the studied populations. Further research based on additional statistical and phylogenetic analyses, including a larger number of specimens from a wider geographical range is needed. This will allow for a more accurate explanation of the observed pattern of phylogenetic relationships within the studied species and to place the signs of expansion demonstrated in this study in time.
DOI: 10.6084/m9.figshare.29383580.v2
title: Załącznik online: Macierz <i>p</i> dystansu dla haplotypów porównywanych parami zidentyfikowanych dla łączonego zestawienia markerów mitochondrialnych (COI +16S) analizowanych w populacjachI. cimicoides. Wartości dystansu oznaczono poniżej przekątnej, a powyżej - wartości odchylenia standardowego.

description: Genetic diversity of populations is shaped by several phenomena, including mutations, genetic drift, natural selection and migration. The presence of bacterial endosymbionts may also influence mitochondrial DNA variability in host species. In addition, historical events, such as Pleistocene glaciations, play a significant role in the observed pattern of diversity. Molecular markers are often used in studies of genetic variability and analyses of population demographic structure. The species studied in this work is the saucer bug, belonging to infraorder Nepomorpha (Hemiptera: Heteroptera). Six populations inhabiting water reservoirs in Poland and Bulgaria were selected for analysis. The aim of the study was estimation of genetic variability and analyze demographic changes in selected populations of <i>Ilyocoris cimicoides</i>. The research was based on the assessment of molecular variability of mitochondrial (COI, 16S) and nuclear (EF-1α) markers. In addition, molecular detection of the endosymbiotic bacteria <i>Wolbachia</i> was performed based on amplification of a fragment of the <i>wsp</i> gene, and the absence of the endosymbiotic bacteria in selected populations of <i>I. cimicoides</i> was demonstrated. The results obtained during the study indicate a moderate degree of genetic diversity between the analysed populations. Despite the large geographical distance and limited mobility of the species, no clear isolation due to distance between the studied individuals was observed. Neutrality tests and analysis of the mismatch distribution indicate a recent expansion in the studied populations. Further research based on additional statistical and phylogenetic analyses, including a larger number of specimens from a wider geographical range is needed. This will allow for a more accurate explanation of the observed pattern of phylogenetic relationships within the studied species and to place the signs of expansion demonstrated in this study in time.
DOI: 10.6084/m9.figshare.29383580.v1
title: Załącznik online: Macierzpdystansu dla haplotypów porównywanych parami zidentyfikowanych dla łączonego zestawienia markerów mitochondrialnych (COI +16S) analizowanych w populacjachI. cimicoides. Wartości dystansu oznaczono poniżej przekątnej, a powyżej - wartości odchylenia standardowego.

description: Genetic diversity of populations is shaped by several phenomena, including mutations, genetic drift, natural selection and migration. The presence of bacterial endosymbionts may also influence mitochondrial DNA variability in host species. In addition, historical events, such as Pleistocene glaciations, play a significant role in the observed pattern of diversity. Molecular markers are often used in studies of genetic variability and analyses of population demographic structure. The species studied in this work is the saucer bug, belonging to infraorder Nepomorpha (Hemiptera: Heteroptera). Six populations inhabiting water reservoirs in Poland and Bulgaria were selected for analysis. The aim of the study was estimation of genetic variability and analyze demographic changes in selected populations of <i>Ilyocoris cimicoides</i>. The research was based on the assessment of molecular variability of mitochondrial (COI, 16S) and nuclear (EF-1α) markers. In addition, molecular detection of the endosymbiotic bacteria <i>Wolbachia</i> was performed based on amplification of a fragment of the <i>wsp</i> gene, and the absence of the endosymbiotic bacteria in selected populations of <i>I. cimicoides</i> was demonstrated. The results obtained during the study indicate a moderate degree of genetic diversity between the analysed populations. Despite the large geographical distance and limited mobility of the species, no clear isolation due to distance between the studied individuals was observed. Neutrality tests and analysis of the mismatch distribution indicate a recent expansion in the studied populations. Further research based on additional statistical and phylogenetic analyses, including a larger number of specimens from a wider geographical range is needed. This will allow for a more accurate explanation of the observed pattern of phylogenetic relationships within the studied species and to place the signs of expansion demonstrated in this study in time.
DOI: 10.15468/dl.9hctkf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "Issue is Continent derived from coordinates",
 "TaxonKey is Rhynchocypris lagowskii (Dybowski, 1869)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066869-250525065834625/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.29389838
title: <b>Constructivist teaching strategies for graphic design education in selected senior high schools in Ghana</b>

description: The purpose of this study was to find out the constructivist teaching strategies that can maximize students’ performances in Graphic Design in some selected Senior High Schools in Ghana. This was seen as important because of the weaknesses associated with teacher-centred teaching approaches, such as using the lecture method, which does not allow students to actively participate in the construction of knowledge.
DOI: 10.6084/m9.figshare.29389838.v1
title: <b>Constructivist teaching strategies for graphic design education in selected senior high schools in Ghana</b>

description: The purpose of this study was to find out the constructivist teaching strategies that can maximize students’ performances in Graphic Design in some selected Senior High Schools in Ghana. This was seen as important because of the weaknesses associated with teacher-centred teaching approaches, such as using the lecture method, which does not allow students to actively participate in the construction of knowledge.
DOI: 10.25345/c56m33g83
title: MassIVE MSV000098298 - Clinically applied prophylactic anti-Rhesus D monoclonal antibodies lack Fc-receptor effector functionality
title: Dataset for Annotator tool. Data includes: - the top-down data of Fab of Rhoclone and Trinbelimab, summed and deconvoluted, measured on Eclipse; - the bottom-up data of Rhoclone, Trinbelimab, and their recombinant version (rRhoTBL)m glycoengineered or not.