cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kzr294
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphanus sativus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 345 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042417-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e199421v1-186487
title: Gender and STEM Higher Education in sub-Saharan Africa

description: Research on women in STEM fields has primarily focused on North America
and Europe, overlooking the experiences of women in Sub-Saharan Africa. This
mixed-methods study helps address this gap by examining the challenges faced by
women postgraduate students in STEM fields at African institutions and how they
navigate these challenges to succeed. Quantitative data were collected through
an online survey in 2020 with 163 women who had completed STEM PhDs at 40
African universities. Qualitative data were gathered through seven focus group
discussions in 2019/2020 with female STEM postgraduate students (MSc and PhD)
at four African universities. The findings reveal that African women in STEM
face common challenges such as financial stress, lack of role models, gender
stereotypes, societal pressure, work-life balance issues, and sexual
harassment. Passion for their field, determination to persist, a realistic
outlook, and family support are key factors contributing to success in a
challenging learning environment. The study highlights best practices in Africa
that support women in STEM and offers insights for advancing women in higher
education globally.

<br>
DOI: 10.15468/dl.c6kue5
title: Occurrence Download

description: A dataset containing 110765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acrocephalus stentoreus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 110765 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042394-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b45apb
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042421-250717081556266/datasets/export for details.
DOI: 10.15468/dl.bj4jx4
title: Occurrence Download

description: A dataset containing 57558 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zostera muelleri"
 ]
}

 The dataset includes 57558 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042327-250717081556266/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.29641289
title: Raw Data_Impact of Self-Compassion, Adverse Childhood Experiences, and Perceived Stress on College Students’ Mental Health.sav

description: The dataset, "Raw Data_Impact of Self-Compassion, Adverse Childhood Experiences, and Perceived Stress on College Students’ Mental Health," was collected from college students at Anhui University and Anhui University of Finance and Economics via an online survey on the Questionnaire Star platform (www.Sojump.com) between October and November 2024. After excluding invalid responses, 657 valid questionnaires were included in the analysis. The study aimed to examine the effects of self-compassion, adverse childhood experiences, and perceived stress on mental health, with a focus on the mediating role of resilience. This dataset offers important insights into psychological vulnerability and protective factors in the context of higher education.
DOI: 10.6084/m9.figshare.29641289.v1
title: Raw Data_Impact of Self-Compassion, Adverse Childhood Experiences, and Perceived Stress on College Students’ Mental Health.sav

description: The dataset, "Raw Data_Impact of Self-Compassion, Adverse Childhood Experiences, and Perceived Stress on College Students’ Mental Health," was collected from college students at Anhui University and Anhui University of Finance and Economics via an online survey on the Questionnaire Star platform (www.Sojump.com) between October and November 2024. After excluding invalid responses, 657 valid questionnaires were included in the analysis. The study aimed to examine the effects of self-compassion, adverse childhood experiences, and perceived stress on mental health, with a focus on the mediating role of resilience. This dataset offers important insights into psychological vulnerability and protective factors in the context of higher education.
DOI: 10.21227/6sjj-gf39
title: "DagChain Quantum-Resilient 6G Edge-Computing Air Quality Dataset (2025)"

description: "This README describes the datasets provided for the DagChain project: \"DagChain: A Quantum-Resilient Consensus Framework for Secure 6G Edge-Computing,\" published in IEEE Transactions on Consumer Electronics, 2025. Currently, only the dataset is available, with high-level implementation guidelines provided in the paper. This document offers detailed instructions to assist researchers in reading, preprocessing, and implementing the DagChain framework."
DOI: 10.15468/dl.ve5u5x
title: Occurrence Download

description: A dataset containing 12726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centroscyllium fabricii"
 ]
}

 The dataset includes 12726 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042422-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n5afg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erethistoides ascita)",
 "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 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042424-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6prj3h
title: Occurrence Download

description: A dataset containing 83296 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zostera capricorni"
 ]
}

 The dataset includes 83296 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042315-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5qr89
title: Occurrence Download

description: A dataset containing 17870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Eucalyptus largiflorens"
 ]
}

 The dataset includes 17870 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042423-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r392wf
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia elatior",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042426-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aajpec
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphanus sativus",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042427-250717081556266/datasets/export for details.
DOI: 10.15468/dl.kqgzha
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia elatior",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042425-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzg4gx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ammospiza nelsoni)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042428-250717081556266/datasets/export for details.
DOI: 10.15468/dl.h73fnr
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus merkusii"
 ]
}

 The dataset includes 484 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042429-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rffmtp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphanus sativus",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042431-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azhb8d
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphanus sativus",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042430-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usfkyz
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muehlenbeckia complexa",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 574 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042433-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdujh7
title: Occurrence Download

description: A dataset containing 15822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Eucalyptus microcarpa"
 ]
}

 The dataset includes 15822 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042432-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm2zcd
title: Occurrence Download

description: A dataset containing 1376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acrocephalus tangorum)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1376 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042434-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84btpj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Smilosicyopus sasali)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042437-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16397140
title: Hi-C Analysis of Drosophila Melanogaster Cells Galaxy Tutorial (Training Data)

description: This Zenodo repository consolidates the datasets required for the updated Galaxy Training Network tutorial "Hi-C analysis of Drosophila melanogaster cells using HiCExplorer" from the following Zenodo repositories: 





Galaxy Hi-C Training material dm3



corrected_contact_matrix_dm3_large.h5

dm3_genes.bed

H3K27me3.bw

H3K36me3.bw

H4K16ac.bw

HiC_S2_1p_10min_lowU_R1.fastq.gz

HiC_S2_1p_10min_lowU_R2.fastq.gz








A novel metric for hyperparameter optimization in Hi-C matrix prediction using linear regression



GM12878_25kb_cooler_coarsen.cool
DOI: 10.5281/zenodo.16416373
title: Hi-C Analysis of Drosophila Melanogaster Cells Galaxy Tutorial (Training Data)

description: This Zenodo repository consolidates the datasets required for the updated Galaxy Training Network tutorial "Hi-C analysis of Drosophila melanogaster cells using HiCExplorer" from the following Zenodo repositories: 





Galaxy Hi-C Training material dm3



corrected_contact_matrix_dm3_large.h5

dm3_genes.bed

H3K27me3.bw

H3K36me3.bw

H4K16ac.bw

HiC_S2_1p_10min_lowU_R1.fastq.gz

HiC_S2_1p_10min_lowU_R2.fastq.gz








A novel metric for hyperparameter optimization in Hi-C matrix prediction using linear regression



GM12878_25kb_cooler_coarsen.cool
DOI: 10.15468/dl.bax9qt
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042440-250717081556266/datasets/export for details.
DOI: 10.15468/dl.pxqkmt
title: Occurrence Download

description: A dataset containing 2190 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centroscymnus coelolepis"
 ]
}

 The dataset includes 2190 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042438-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umf6g8
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((178.021 -38.174,178.25 -38.174,178.25 -38.067,178.021 -38.067,178.021 -38.174))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 50 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176202-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt55cv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tropaeolum minus L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191302-220831081235567/datasets/export for details.
DOI: 10.15468/dl.p3afer
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Revision of the Garra species of the Hajar Mountains in Oman and the United Arab Emirates with the description of two new species (Teleostei: Cyprinidae)"
 ]
}

 The dataset includes 54 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242069-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdbyxf
title: Occurrence Download

description: A dataset containing 12420 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bivalvia collection (TSZB) The Arctic University Museum of Norway"
 ]
}

 The dataset includes 12420 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251198-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6w3au
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phryxe vulgaris (Fallén, 1810)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220663-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ce43rw
title: Occurrence Download

description: A dataset containing 1787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Czechia",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, naturgucker)",
 "OccurrenceStatus is Present",
 "TaxonKey is Columba oenas Linnaeus, 1758",
 "Year 1990-2020"
 ]
}

 The dataset includes 1787 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193864-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sh73t
title: Occurrence Download

description: A dataset containing 1976 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Antarctica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Decapoda"
 ]
}

 The dataset includes 1976 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020520-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsvyzp
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Specimen)",
 "InstitutionCode is ASIZ",
 "TaxonKey is Triglidae"
 ]
}

 The dataset includes 121 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243049-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf5vwq
title: Occurrence Download

description: A dataset containing 47896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation, Observation, Specimen, Living Specimen)",
 "CoordinateUncertaintyInMeters 0.0-50.0",
 "TaxonKey is one of (Marmota marmota (Linnaeus, 1758), Picoides tridactylus (Linnaeus, 1758), Scolopax rusticola Linnaeus, 1758, Melitaea varia Herrich-Schaeffer, 1851, Gomphocerus sibiricus (Linnaeus, 1767), Melanoplus frigida (Boheman, 1846), Rosalia alpina (Linnaeus, 1758))",
 "Year 2000-2022"
 ]
}

 The dataset includes 47896 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212643-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvmw36
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((114 38,119 38,119 42,114 42,114 38))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Paeonia obovata Maxim."
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243016-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8dg2j
title: Occurrence Download

description: A dataset containing 1616503 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset includes 1616503 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193854-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmfbfa
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cinnamomum tenuipile, Cinnamomum tenuipile Kosterm., 186446101, Cinnamomum tenuipile Kosterm., Cinnamomum tenuipile Kosterm., Cinnamomum tenuipile Kosterm., 1970, Cinnamomum tenuipile, Cinnamomum tenuipile Kosterm., Cinnamomum tenuipile Kosterm., Cinnamomum tenuipile Kosterm., Cinnamomum tenuipile Kosterm., Cinnamomum tenuipile Kosterm., Alseodaphne mollis W.W.Sm., Alseodaphne mollis W.W.Sm., Alseodaphne mollis W.W.Sm., Alseodaphne mollis W.W.Sm., Persea mollis (W.W.Sm.) Kosterm., Alseodaphne mollis W. W. Sm.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243689-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.