cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bwhvu8
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Travisiopsis dubia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 58 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044942-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17870/bathspa.30724208
title: <b>Entering the Glitch - Artificial Virtual Reality (Sum-Sum Tse-Cappi and Leonora Oppenheim) </b>(part of doing together 25)

description: <b>Entering the Glitch - Artificial Virtual Reality</b>8th April 2025What if technology kept glitching in ways that permanently altered human bodies? Would we evolve with it or fight against it?“You wake up in a world where virtual reality has glitched. Your headset is frozen on a single image. Your movements don’t match your expectations. You must now re-engineer your body to survive in this distorted environment. How will you adapt? What will you build to extend—or limit—your abilities?”This workshop aimed to examine how embodied practice and speculative design can come together to create an exploratory space that reminds people of their sensory intelligence. Participants were invited to come and join our moving, making, and imagining alternative realities workshop!<b><i>doing together 25</i></b><i>doing together</i> is a yearly two-day making and sharing practice symposium at Locksbrook Campus, hosted by the Art Research Centre (Bath School of Art, Film and Media) in collaboration with Bath School of Design and the Centre of Cultural and Creative Industries.<i>doing together </i>is a platform to connect staff, students, and the community through making, collaboration and experimentation.Workshops, delivered by staff and PGR students from across the University, share practice-based research methods and a broad range of approaches to practice. <i>doing together</i> is proposed as a generous space to make/do/share and discuss practice with colleagues from a range of different Schools.Throughout the symposium, facilitators – alongside participants – test out ways of doing together in an effort to make their practice-based research explicit, rather than simply describe it.
DOI: 10.17870/bathspa.30724208.v1
title: <b>Entering the Glitch - Artificial Virtual Reality (Sum-Sum Tse-Cappi and Leonora Oppenheim) </b>(part of doing together 25)

description: <b>Entering the Glitch - Artificial Virtual Reality</b>8th April 2025What if technology kept glitching in ways that permanently altered human bodies? Would we evolve with it or fight against it?“You wake up in a world where virtual reality has glitched. Your headset is frozen on a single image. Your movements don’t match your expectations. You must now re-engineer your body to survive in this distorted environment. How will you adapt? What will you build to extend—or limit—your abilities?”This workshop aimed to examine how embodied practice and speculative design can come together to create an exploratory space that reminds people of their sensory intelligence. Participants were invited to come and join our moving, making, and imagining alternative realities workshop!<b><i>doing together 25</i></b><i>doing together</i> is a yearly two-day making and sharing practice symposium at Locksbrook Campus, hosted by the Art Research Centre (Bath School of Art, Film and Media) in collaboration with Bath School of Design and the Centre of Cultural and Creative Industries.<i>doing together </i>is a platform to connect staff, students, and the community through making, collaboration and experimentation.Workshops, delivered by staff and PGR students from across the University, share practice-based research methods and a broad range of approaches to practice. <i>doing together</i> is proposed as a generous space to make/do/share and discuss practice with colleagues from a range of different Schools.Throughout the symposium, facilitators – alongside participants – test out ways of doing together in an effort to make their practice-based research explicit, rather than simply describe it.
DOI: 10.17870/bathspa.30724229
title: <b>The Creative Writing Laboratory (Tanvir Bush) </b>(part of doing together 25)

description: <b>The Creative Writing Laboratory</b>8th April 2025This playful, interactive workshop offered participants the opportunity to experiment with various sensory creative and reflective writing techniques. These techniques have been developed over nearly a decade of workshopping and combine unique elements garnered from creative and reflective writing, documentary film-making, sensory photography, Buddhism, disability studies and grassroots community activism.Although designed as potential creative writing research interventions, these techniques are intended to be adaptable and applicable for various practice-based projects.The workshop explored questions around the healing/ restorative/ cathartic capacity of these kinds of creative writing interventions and how they might enhance co-produced research and cross-cultural/discipline collaboration.Participants did not need to have any previous experience of creative writing to take part.<b><i>doing together 25</i></b><i>doing together</i> is a yearly two-day making and sharing practice symposium at Locksbrook Campus, hosted by the Art Research Centre (Bath School of Art, Film and Media) in collaboration with Bath School of Design and the Centre of Cultural and Creative Industries.<i>doing together </i>is a platform to connect staff, students, and the community through making, collaboration and experimentation.Workshops, delivered by staff and PGR students from across the University, share practice-based research methods and a broad range of approaches to practice. <i>doing together</i> is proposed as a generous space to make/do/share and discuss practice with colleagues from a range of different Schools.Throughout the symposium, facilitators – alongside participants – test out ways of doing together in an effort to make their practice-based research explicit, rather than simply describe it.
DOI: 10.17870/bathspa.30724229.v1
title: <b>The Creative Writing Laboratory (Tanvir Bush) </b>(part of doing together 25)

description: <b>The Creative Writing Laboratory</b>8th April 2025This playful, interactive workshop offered participants the opportunity to experiment with various sensory creative and reflective writing techniques. These techniques have been developed over nearly a decade of workshopping and combine unique elements garnered from creative and reflective writing, documentary film-making, sensory photography, Buddhism, disability studies and grassroots community activism.Although designed as potential creative writing research interventions, these techniques are intended to be adaptable and applicable for various practice-based projects.The workshop explored questions around the healing/ restorative/ cathartic capacity of these kinds of creative writing interventions and how they might enhance co-produced research and cross-cultural/discipline collaboration.Participants did not need to have any previous experience of creative writing to take part.<b><i>doing together 25</i></b><i>doing together</i> is a yearly two-day making and sharing practice symposium at Locksbrook Campus, hosted by the Art Research Centre (Bath School of Art, Film and Media) in collaboration with Bath School of Design and the Centre of Cultural and Creative Industries.<i>doing together </i>is a platform to connect staff, students, and the community through making, collaboration and experimentation.Workshops, delivered by staff and PGR students from across the University, share practice-based research methods and a broad range of approaches to practice. <i>doing together</i> is proposed as a generous space to make/do/share and discuss practice with colleagues from a range of different Schools.Throughout the symposium, facilitators – alongside participants – test out ways of doing together in an effort to make their practice-based research explicit, rather than simply describe it.
DOI: 10.6084/m9.figshare.30849929
title: <b>Genetic diversity and population structure of Liangshan olive collection revealed by simple sequence repeat (SSR) markers and phenotypic traits</b>

description: <b>Genetic </b>The investigation of genetic diversity is a prerequisite for the conservation and utilization of germplasm resources. This study assessed the genetic diversity and population structure of 103 olive (<i>Olea europaea</i>) varieties in Liangshan region, Sichuan province, China, based on fruit phenotypic traits and 48 simple sequence repeat (SSR) markers. There was a high positive correlation among various fruit phenotypic indicators, while a few indicators showed negative correlations (e.g., stone longitudinal diameter was significantly negatively correlated with fruit shape index and kernel shape index). Fresh fruit oil content was significantly negatively correlated with fruit longitudinal diameter, stone transverse diameter, stone longitudinal diameter, and fruit volume. The number of allelic variations at SSR loci in the population ranged from 2 to 22, with an average of 10.7. The mean number of effective alleles was 3.931, indicating relatively high genetic diversity. The estimated number of effective alleles (Ne) ranged from 1.178 to 9.227, with an average of 3.931 across all evaluated SSR loci. The Shannon’s information index for the SSR loci examined in this study ranges from 0.285 to 2.380, with an average of 1.529. Structure analysis exhibited that the ΔK value peaked at K = 2, suggesting that the 103 olive samples originated from two ancestral groups. These results were consistent with both principal component analysis and principal coordinates analysis. Phylogenetic analysis based on SSR markers classified the 103 olive varieties into three clusters: Group I (51 varieties), Group II (15 varieties), and Group III (37 varieties). This study systematically analyzes the genetic composition of 103 olive varieties in the Liangshan region, establishing SSR fingerprint profiles for each variety, facilitating their identification and resource management, thereby laying the foundation for marker-assisted molecular breeding of olive varieties.<b>Keywords </b><i>Olea europaea ·</i> genetic diversity · population structure · simple sequence repeat (S
DOI: 10.6084/m9.figshare.30849929.v1
title: <b>Genetic diversity and population structure of Liangshan olive collection revealed by simple sequence repeat (SSR) markers and phenotypic traits</b>

description: <b>Genetic </b>The investigation of genetic diversity is a prerequisite for the conservation and utilization of germplasm resources. This study assessed the genetic diversity and population structure of 103 olive (<i>Olea europaea</i>) varieties in Liangshan region, Sichuan province, China, based on fruit phenotypic traits and 48 simple sequence repeat (SSR) markers. There was a high positive correlation among various fruit phenotypic indicators, while a few indicators showed negative correlations (e.g., stone longitudinal diameter was significantly negatively correlated with fruit shape index and kernel shape index). Fresh fruit oil content was significantly negatively correlated with fruit longitudinal diameter, stone transverse diameter, stone longitudinal diameter, and fruit volume. The number of allelic variations at SSR loci in the population ranged from 2 to 22, with an average of 10.7. The mean number of effective alleles was 3.931, indicating relatively high genetic diversity. The estimated number of effective alleles (Ne) ranged from 1.178 to 9.227, with an average of 3.931 across all evaluated SSR loci. The Shannon’s information index for the SSR loci examined in this study ranges from 0.285 to 2.380, with an average of 1.529. Structure analysis exhibited that the ΔK value peaked at K = 2, suggesting that the 103 olive samples originated from two ancestral groups. These results were consistent with both principal component analysis and principal coordinates analysis. Phylogenetic analysis based on SSR markers classified the 103 olive varieties into three clusters: Group I (51 varieties), Group II (15 varieties), and Group III (37 varieties). This study systematically analyzes the genetic composition of 103 olive varieties in the Liangshan region, establishing SSR fingerprint profiles for each variety, facilitating their identification and resource management, thereby laying the foundation for marker-assisted molecular breeding of olive varieties.<b>Keywords </b><i>Olea europaea ·</i> genetic diversity · population structure · simple sequence repeat (S
DOI: 10.15468/dl.xm52xp
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "GbifId" : [
 "is one of (858395714, 2432546435, 2432547146, 858395696, 1319500369, 2432543154, 2432548146, 858395698, 858395768, 1317683839)"
 ]
}

 The dataset includes 10 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044944-251120083545085/datasets/export for details.
DOI: 10.15468/dl.wprpk6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((150.685 -5.171855, 150.614451 -5.177418, 150.545636 -5.193969, 150.480244 -5.221102, 150.419885 -5.258149, 150.366042 -5.304201, 150.320041 -5.358125, 150.283014 -5.418595, 150.255875 -5.484124, 150.239294 -5.5531, 150.233684 -5.623825, 150.239187 -5.694559, 150.25567 -5.76356, 150.282732 -5.829127, 150.31971 -5.889645, 150.365694 -5.943621, 150.419554 -5.989726, 150.479963 -6.026821, 150.545431 -6.053991, 150.614343 -6.070567, 150.685 -6.076138, 150.755657 -6.070567, 150.824569 -6.053991, 150.890037 -6.026821, 150.950446 -5.989726, 151.004306 -5.943621, 151.05029 -5.889645, 151.087268 -5.829127, 151.11433 -5.76356, 151.130813 -5.694559, 151.136316 -5.623825, 151.130706 -5.5531, 151.114125 -5.484124, 151.086986 -5.418595, 151.049959 -5.358125, 151.003958 -5.304201, 150.950115 -5.258149, 150.889756 -5.221102, 150.824364 -5.193969, 150.755549 -5.177418, 150.685 -5.171855))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044943-251120083545085/datasets/export for details.
DOI: 10.15468/dl.xj8ns2
title: Occurrence Download

description: A dataset containing 3645 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymodocea nodosa"
 ]
}

 The dataset includes 3645 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044945-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17880925
title: Facial Emotion Recognition Dataset with Three Expression Classes: Angry, Sad, Happy

description: This dataset was created by Group 10 – Bina Nusantara University @Bandung as part of the Artificial Intelligence course (AOL Project). It consists of a collection of human facial images categorized into three primary emotional classes: Angry, Sad, and Happy. All images were collected manually from Google Images and selected to represent real-world variations, including differences in lighting, camera angle, age, gender, and background.

The dataset is designed to support research and development in Facial Emotion Recognition (FER), particularly for training deep learning models based on Convolutional Neural Networks (CNN) such as AlexNet. All images have been standardized through preprocessing steps, including resizing to 227×227 pixels, normalization, and labeling according to their respective emotional class.

This dataset is intended for academic and research purposes, including machine learning experimentation, computer vision studies, and evaluation of emotion classification models based on facial imagery.
DOI: 10.15468/dl.uc4s49
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hesione genetta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 52 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044946-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/nrqqz3
title: Replication Data for: Primary Mesenteric Leiomyosarcoma Presenting as a Migrating Abdominal Mass: A Rare Case Report and Literature Review

description: This dataset contains de-identified clinical, imaging, surgical, and histopathological information supporting the case report: “Primary Mesenteric Leiomyosarcoma Presenting as a Migrating Abdominal Mass: A Rare Case Report and Literature Review.”
The associated article is published in the Asian Journal of Case Reports in Surgery (DOI: https://doi.org/10.9734/ajcrs/2025/v8i2722).
Included materials:
De-identified structured clinical data (symptom history, tumor measurements, laboratory findings, treatment course, follow-up outcome)
Non-identifiable schematic imaging summary
Summarized surgical notes
Histopathological findings
Supporting metadata and documentation (README)
All identifiers were removed based on ICMJE and HIPAA de-identification standards. Dates have been generalized or shifted, no direct imaging slices or metadata are included, and no protected health information remains.
This dataset is provided to support transparency, reproducibility, and future comparative research on rare primary mesenteric leiomyosarcomas.
DOI: 10.6084/m9.figshare.30850022
title: PRISMA-P checklist for "High ambient temperatures and hypertensive disorders of pregnancy: a systematic review and meta-analysis protocol"

description: PRISMA-P checklist for "High ambient temperatures and hypertensive disorders of pregnancy: a systematic review and meta-analysis protocol" as required by HRB Open Research.
DOI: 10.6084/m9.figshare.30850022.v1
title: PRISMA-P checklist for "High ambient temperatures and hypertensive disorders of pregnancy: a systematic review and meta-analysis protocol"

description: PRISMA-P checklist for "High ambient temperatures and hypertensive disorders of pregnancy: a systematic review and meta-analysis protocol" as required by HRB Open Research.
DOI: 10.15468/dl.6f3hwk
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((150.237 -5.169855, 150.166451 -5.175418, 150.097636 -5.191969, 150.032245 -5.219101, 149.971886 -5.256149, 149.918044 -5.302201, 149.872042 -5.356125, 149.835015 -5.416595, 149.807876 -5.482124, 149.791296 -5.5511, 149.785686 -5.621826, 149.791188 -5.692559, 149.807672 -5.76156, 149.834734 -5.827127, 149.871711 -5.887645, 149.917695 -5.941621, 149.971555 -5.987726, 150.031963 -6.024821, 150.097431 -6.051991, 150.166344 -6.068567, 150.237 -6.074138, 150.307656 -6.068567, 150.376569 -6.051991, 150.442037 -6.024821, 150.502445 -5.987726, 150.556305 -5.941621, 150.602289 -5.887645, 150.639266 -5.827127, 150.666328 -5.76156, 150.682812 -5.692559, 150.688314 -5.621826, 150.682704 -5.5511, 150.666124 -5.482124, 150.638985 -5.416595, 150.601958 -5.356125, 150.555956 -5.302201, 150.502114 -5.256149, 150.441755 -5.219101, 150.376364 -5.191969, 150.307549 -5.175418, 150.237 -5.169855))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044948-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17870/bathspa.30823451
title: Likelihood of men’s intervention when witnessing sexual harassment of women

description: Quantitative data from a survey exploring men's intention to intervene when watching or reading scenarios depicted sexual harassment. These data have been incorporated into an article submitted to a research journal.Sheet 1:-Column A shows the media of presentation (Video or Written)Columns B to D show the intention to intervene for three different contexts on a 5-point Likert-type scale (where 5 is yes to intervening)Columns F to H show the mean awkwardness of those scenarios for three different contexts on a 5-point Likert-type scale (where 5 is awkward)<br>
DOI: 10.17870/bathspa.30823451.v1
title: Likelihood of men’s intervention when witnessing sexual harassment of women

description: Quantitative data from a survey exploring men's intention to intervene when watching or reading scenarios depicted sexual harassment. These data have been incorporated into an article submitted to a research journal.Sheet 1:-Column A shows the media of presentation (Video or Written)Columns B to D show the intention to intervene for three different contexts on a 5-point Likert-type scale (where 5 is yes to intervening)Columns F to H show the mean awkwardness of those scenarios for three different contexts on a 5-point Likert-type scale (where 5 is awkward)<br>
DOI: 10.15468/dl.cdwz6c
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leocrates claparedii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044949-251120083545085/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.30849977
title: PDBBind-EPT

description: PDBBind dataset preprocessed by EPT.
DOI: 10.6084/m9.figshare.30849977.v1
title: PDBBind-EPT

description: PDBBind dataset preprocessed by EPT.
DOI: 10.15468/dl.he9ekj
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Papio papio"
 ]
}

 The dataset includes 720 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044950-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcxrxr
title: Occurrence Download

description: A dataset listing the 484 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.67092 48.85789,6.7446 48.85789,6.7446 48.90133,6.67092 48.90133,6.67092 48.85789))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 484 records were derived from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044927-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.