cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nb3r4q
title: Occurrence Download

description: A dataset containing 33854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ophrys lutea"
 ]
}

 The dataset includes 33854 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026051-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6f3kf
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum mauritianum",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026054-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6300
title: SIGNAL
DOI: 10.57967/hf/6154
title: SIGNAL
DOI: 10.6084/m9.figshare.29954279
title: Frontier Inorganic Chemistry raw data

description: Raw data from DSC, TGA, HSM, IR, PXRD and VSM measurements
DOI: 10.6084/m9.figshare.29954279.v1
title: Frontier Inorganic Chemistry raw data

description: Raw data from DSC, TGA, HSM, IR, PXRD and VSM measurements
DOI: 10.15468/dl.ha5mx4
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum mauritianum",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026055-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8cvfg
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum mauritianum",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 191 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026056-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xb6vbv
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Misgurnus mohoity)",
 "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 169 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026057-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9mter
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-70.34547 -33.09078,-70.34352 -33.12693,-70.2341 -33.12888,-70.23556 -33.08883,-70.34547 -33.08883,-70.34547 -33.09078))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026058-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c93bf6
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum mauritianum",
 "Country is Eswatini",
 "HasCoordinate is true"
 ]
}

 The dataset includes 80 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026059-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sseb3n
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-78.56836 -53.87996,-69.51728 -56.30076,-58.46791 -54.70321,-67.51899 -49.05283,-69.39973 -46.68787,-68.812 -41.98346,-67.51899 -37.37249,-75.86479 -35.3853,-78.56836 -53.87996))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phalcoboenus albogularis",
 "Year 1970-2025"
 ]
}

 The dataset includes 140 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026060-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2s55f
title: Occurrence Download

description: A dataset listing the 927 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Tropicos MO Specimen Data, USAC, CECON, Herbario USCG, Field Museum of Natural History (Zoology) Mammal Collection, A global database for the distributions of crop wild relatives)",
 "Geometry POLYGON((-91.09013 14.67441,-90.78038 14.67441,-90.78038 14.88498,-91.09013 14.88498,-91.09013 14.67441))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 927 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026046-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1184/r1/29104040
title: EEG-BCI Dataset for Real-time Robotic Hand Control at Individual Finger Level

description: In this study, subjects controlled an EEG-based BCI using motor execution or motor imagery of their fingers within the dominant hand to control the corresponding finger motions of a robotic hand in real time. Twenty-one right-handed subjects participated in one offline and two online sessions each for finger motor execution and motor imagery tasks. Sixteen out of the twenty-one subjects completed three more motor imagery online sessions and two more online sessions with smoothed robotic control, one for finger motor execution tasks and one for finger motor imagery tasks. The dataset includes EEG recordings and real-time finger decoding results for each subject during multiple sessions. The detailed description of the study can be found in the following publication:<br>Ding, Y., Udompanyawit, C., Zhang, Y., & He, B. (2025). EEG-based brain-computer interface enables real-time robotic hand control at individual finger level. <i>Nature communications</i>, <i>16</i>(1), 5401. https://doi.org/10.1038/s41467-025-61064-x<br>If you use a part of this dataset in your work, please cite the above publication.<br>This dataset was collected under support from the National Institutes of Health via grants NS124564, NS131069, NS127849, and NS096761 to Dr. Bin He.<br>Correspondence about the dataset: Dr. Bin He, Carnegie Mellon University, Department of Biomedical Engineering, Pittsburgh, PA 15213. E-mail: bhe1@andrew.cmu.edu<br>
DOI: 10.15468/dl.48kpyc
title: Occurrence Download

description: A dataset containing 14663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cotula australis"
 ]
}

 The dataset includes 14663 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026061-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2pmp34
title: CCDC 2491566: Experimental Crystal Structure Determination

description: Related Article: Asutosh Patra, Maria Francis, Kishor Shinde, Farsana Abdul Salam, Akshara Purushothaman, Sudipta Roy|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04888
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pmyv4
title: CCDC 2491837: Experimental Crystal Structure Determination

description: Related Article: Asutosh Patra, Maria Francis, Kishor Shinde, Farsana Abdul Salam, Akshara Purushothaman, Sudipta Roy|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04888
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pnww4
title: CCDC 2492737: Experimental Crystal Structure Determination

description: Related Article: Ruiguo Wang, Peng-Yao Shen, Libo Jing, Si-Dan Guo, Dong-Sheng Guo, Kang Cai|2026|J.Org.Chem.|||doi:10.1021/acs.joc.5c02476
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pnyt4
title: CCDC 2492797: Experimental Crystal Structure Determination

description: Related Article: Jong Uk Bae, Phil-Sik Kim, Jong Min Na, So Won Youn|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c05205
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pp2p5
title: CCDC 2492917: Experimental Crystal Structure Determination

description: Related Article: Camila Acorone Soares, Patrícia Appelt, Weslei Domingos da Silva, Mário Antônio Alves da Cunha, Tulio Chavez-Gil, Henrique E. Toma, Davi F. Back, Fauze Jacó Anaissi|2025|ACS Omega|10|56130|doi:10.1021/acsomega.5c07778
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.y6wg42
title: Occurrence Download

description: A dataset containing 8149700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8149700 records from 1982 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000447-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15570977
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250601d Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250601d Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15570978
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250601d Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250601d Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.3ew3qk
title: Occurrence Download

description: A dataset containing 18291 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limulus O.F.Müller, 1785"
 ]
}

 The dataset includes 18291 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014338-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ezytb
title: Occurrence Download

description: A dataset containing 2059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Crocus reticulatus Steven ex Adams"
 ]
}

 The dataset includes 2059 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014339-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7whrn7
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Lama guanicoe (Müller, 1776)",
 "Year 2000-2025"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014341-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/f6k13j
title: Appendix_Data. (2025). Sample stimuli used in experimental manipulations on X

description: Sample stimuli used in experimental manipulations on X
DOI: 10.5281/zenodo.15570989
title: Title:Analysis of Lunar Luminescence Without Solar Reflection Hypothesis

description: Abstract :research examines the source of the Moon's light from a new scientific perspective. It challenges the traditional hypothesis that lunar luminosity is merely due to the reflection of sunlight. Instead, it investigates the possibility that the Moon emits visible light due to internal composition and inherent material interactions, especially those involving radioactive elements such as thorium
DOI: 10.5281/zenodo.15570990
title: Title:Analysis of Lunar Luminescence Without Solar Reflection Hypothesis

description: Abstract :research examines the source of the Moon's light from a new scientific perspective. It challenges the traditional hypothesis that lunar luminosity is merely due to the reflection of sunlight. Instead, it investigates the possibility that the Moon emits visible light due to internal composition and inherent material interactions, especially those involving radioactive elements such as thorium
DOI: 10.5281/zenodo.15569693
title: Natural frequencies in sexual pelvic thrusting - Supplemental Video Dataset

description: Videos of copulation used in the study "Natural frequencies in sexual pelvic thrusting." Videos of the mice were created by Luping Yin, Veronica Diaz, and Dayu Lin. The remaining videos are sourced through YouTube.
DOI: 10.5281/zenodo.15569694
title: Natural frequencies in sexual pelvic thrusting - Supplemental Video Dataset

description: Videos of copulation used in the study "Natural frequencies in sexual pelvic thrusting." Videos of the mice were created by Luping Yin, Veronica Diaz, and Dayu Lin. The remaining videos are sourced through YouTube.
DOI: 10.5281/zenodo.15570969
title: Reactor capex estimation
DOI: 10.5281/zenodo.15570970
title: Reactor capex estimation
DOI: 10.15468/dl.sw2pz8
title: Occurrence Download

description: A dataset containing 523924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polygonum aviculare L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 523924 records from 2852 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014340-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyvmcv
title: Occurrence Download

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

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025807-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kk6t2a
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dicranolepis grandiflora"
 ]
}

 The dataset includes 435 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025808-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16895481
title: Pedestrian Overhead Footbridges Walking Speed Data For Greater Freetown, Sierra Leone

description: These datasets were collected to understand pedestrian walking patterns along three overhead pedestrian footbridges in the West and East parts of Greater Freetown, Republic of Sierra Leone. The datasets consist of both demographic and temporal information, presented in six (6) columns. These datasets were analyzed to develop local and context-specific pedestrian walking speed by day type, age and gender groups.
DOI: 10.5281/zenodo.16895482
title: Pedestrian Overhead Footbridges Walking Speed Data For Greater Freetown, Sierra Leone

description: These datasets were collected to understand pedestrian walking patterns along three overhead pedestrian footbridges in the West and East parts of Greater Freetown, Republic of Sierra Leone. The datasets consist of both demographic and temporal information, presented in six (6) columns. These datasets were analyzed to develop local and context-specific pedestrian walking speed by day type, age and gender groups.
DOI: 10.15468/dl.zsjvbm
title: Occurrence Download

description: A dataset listing the 2911 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.46391 49.07168,2.43958 49.09141,2.23567 49.00408,2.33995 48.92421,2.54733 49.02991,2.46391 49.07168))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2014-2025"
 ]
}

 The dataset's 2911 records were derived from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025042-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/k1dyqh
title: Replication Data for: Staff matters

description: This is the replication data set for Otjes & Brandsma "Staff Matters" it contains data on parliamentary activity, social media activity, staff size and MP and party characteristics
DOI: 10.17632/hrnyw4g89c
title: Effect of concentric-exercise-induced fatigue on proprioception, motor control and performance of the upper limb in handball players

description: The data include all measurements that were obtained from the participants. They also include the statistical analysis per outcome measure.
DOI: 10.6084/m9.figshare.15040317.v1
title: Disturbing Eating Behavior

description: This data set contains a survey data of disturbing eating behavior such as bulimia, anorexia nervosa etc. which is associated with excessive internet usage. This has been highlighted through the lens of EAT-26. Statistical population, consist of 200 students and employees, aged 18-30, in Bangladesh
DOI: 10.6084/m9.figshare.20176004.v1
title: Supplementary Material for: Penalized Logistic Regression Analysis for Genetic Association Studies of Binary Phenotypes

description: Introduction: Increasingly, logistic regression methods for genetic association studies of binary phenotypes must be able to accommodate data sparsity, which arises from unbalanced case-control ratios and/or rare genetic variants. Sparseness leads to maximum likelihood estimators (MLEs) of log-OR parameters that are biased away from their null value of zero and tests with inflated type 1 errors. Different penalized-likelihood methods have been developed to mitigate sparse-data bias. We study penalized logistic regression using a class of log-F priors indexed by a shrinkage parameter m to shrink the biased MLE towards zero. For a given m, log-F-penalized logistic regression may be easily implemented using data augmentation and standard software. Method: We propose a two-step approach to the analysis of a genetic association study: first, a set of variants that show evidence of association with the trait is used to estimate m; and second, the estimated m is used for log-F-penalized logistic regression analyses of all variants using data augmentation with standard software. Our estimate of m is the maximizer of a marginal likelihood obtained by integrating the latent log-ORs out of the joint distribution of the parameters and observed data. We consider two approximate approaches to maximizing the marginal likelihood: (i) a Monte Carlo EM algorithm (MCEM) and (ii) a Laplace approximation (LA) to each integral, followed by derivative-free optimization of the approximation. Results: We evaluate the statistical properties of our proposed two-step method and compared its performance to other shrinkage methods by a simulation study. Our simulation studies suggest that the proposed log-F-penalized approach has lower bias and mean squared error than other methods considered. We also illustrate the approach on data from a study of genetic associations with "super senior" cases and middle aged controls. Discussion/Conclusion: We have proposed a method for single rare variant analysis with binary phenotypes by logistic regression penalized by log-F priors. Our method has the advantage of being easily extended to correct for confounding due to population structure and genetic relatedness through a data augmentation approach.
DOI: 10.6084/m9.figshare.28912088.v1
title: If Rosa Parks Took the Bus Today: Surveillance, Bias & Injustice

description: This zine explores how Facial Recognition Technology (FRT) and predictive policing systems are unjustly designed pieces of technology. Inspired by Rosa Parks, it asks; What if Rosa Parks took the bus today?” connecting past civil rights struggles with present digital injustices. By combining real-world case studies, intersectional theory, and design justice principles, this zine shows how public technologies criminalise Black communities through biased design and deployment. The objective is to challenge readers to imagine a future where tech supports equity, not control. A final coursework of the INM317 Design Justice Module at City University of London. This zine can be downloaded and printed.