cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11394816.v1
title: GRF_F_AP_PRO_left

description: This file is structured as a matrix with N rows x M columns. Each row holds the data of one subject and trial. The first column identifies each subject "SUBJECT_ID", the second column each recording session "SESSION_ID", and the third column each single trial within a recording session "TRIAL_ID".
DOI: 10.6084/m9.figshare.20496258.v1
title: UCI dataset

description: The Cuff-Less Blood Pressure Estimation Dataset [2] from the UCI Machine Learning Repository. It is a subset of the MIMIC-II Waveform Dataset that contains 12000 records of simultaneous PPG and ABP from 942 patients with a sampling rate of 125 Hz. The 12000 records were uniformly split into four parts with 3000 records each. However, as the subject information is lacking, the Hold-one-out strategy was utilized to generate training, validation, and test sets once the data was preprocessed. In the end, the UCI dataset had 291,078 segments, which was around 404 hours of recording, making it substantially the biggest data set with a considerably higher ratio of continuous segments per record (32.15). [2] Kachuee, M., Kiani, M. M., Mohammadzade, H. & Shabany, M. Cuff-less blood pressure estimation data set (2015). UCI repository https://archive.ics.uci.edu/ml/datasets/Cuff-Less+Blood+Pressure+Estimation.
DOI: 10.6084/m9.figshare.23826024.v1
title: Earthquake.zip

description: Data contains earthquake magnitudes of induced earthquakes in Oklahoma as recorded by OCC.
DOI: 10.6084/m9.figshare.24085077.v1
title: <b>Divergence in floral display predicts congeneric co-occurrence</b>

description: Data used for manuscript "Divergence in floral display predicts congeneric co-occurrence".
DOI: 10.6084/m9.figshare.29094341.v1
title: Interview Transcripts and Coded Segments: <i>Motivations Behind the Analog Photography Revival: </i><i>A Qualitative Study of Consumer Experiences and Business Implications</i>

description: This dataset contains the full, pseudonymized transcripts from qualitative interviews conducted in 2025 as part of a bachelor’s thesis on the revival of analog photography. The participants were anonymized for ethical reasons. These transcripts were used to explore motivations and behaviors related to film photography practices. In addition to the full transcripts, the dataset also includes the thematically coded segments, which were developed using MAXQDA and structured following the Gioia method to identify key themes and aggregate dimensions.
DOI: 10.17632/j7pz7x4wmb
title: CHL_Visual_Tactile_Dataset

description: The dataset contains raw visual images, visualized tactile images along the X- and Z-axes and an Excel file that organize every sample and their correspondence in order. The tactile images are interpolated on the raw haptic signal to align with the visual images. Both the visual and tactile images have identical resolution of 620 X 410. The dataset consists of 567 records. Each record includes one visual image, two tactile images along the X and Z axes, and one defect segmentation image. Tactile image filenames ending with x and z denote X and Z components respectively.The samples in the dataset exhibit a wide range of colors and textures. Moreover, the dataset demonstrates the advantage of cross-modal data fusion. As a flexible material, leather may have defects on its surface and underside, which can be observed in the visual and tactile images, respectively. Combining visual and tactile images provides better information on the distribution of defects
DOI: 10.17632/pthdhf2dwm
title: EEG absolute and relative powers during mindfulness meditation: Data from Thai Buddhist monks

description: This dataset comprises EEG and behavioral data recorded from 60 Thai Buddhist monks who voluntarily participated in the research project. The behavioral data contain participant characteristics, while the EEG data provide absolute and relative powers of five frequency bands (delta, theta, alpha, beta, and gamma) during the 30-minute meditative states of the 60 Thai monks. The 64-channel EEG neuroscan was utilized to record the prolonged duration of the 30-minute meditation session. Additionally, the 30-minute EEG features are segmented into six 5-minute intervals ('0-5 minutes', '5-10 minutes', '10-15 minutes', '15-20 minutes', '20-25 minutes', and '25-30 minutes') to enable researchers to further investigate the temporal changes in brain activity during mindfulness meditation.
DOI: 10.4121/uuid:e1f31cee-8875-4a06-a519-b16b7dd96086
title: Self-motivation cognitions: validation data and questionnaires

description: This dataset is the result of a study of creating an ordered list of self-motivational statements that form the self-motivational virtual cognitions, conducted in Interactive Intelligence Group, Department of Intelligent Systems, Faculty of Electrical Engineering, Mathematics and Computer Science, TU Delft. It included three types of files: the data collected in this study, questionnaires used in this study, and a readme file.
DOI: 10.6084/m9.figshare.12494681.v2
title: Data set of multi-morbidity study

description: Data set of a community based cross-sectional survey done to find the prevalence , its correlates and patterns in a population of a district in southern Kerala, India
DOI: 10.6084/m9.figshare.28105031.v1
title: RNA-seq dataset for Targeting PBK to induce Nrf2/ROS mediated ferroptosis and suppress the progression of esophageal squamous cell carcinoma.

description: Six-eight weeks female C57BL/6 mice (RRID: MGI:2159769) were used for 4-Nitroquinoline N-oxide (4-NQO, Sigma) treatment. Mice received drinking water with 4-NQO (100 mg/ml) for 16 weeks, followed by normal water for another 12 weeks. Mice that died before the study's conclusion were excluded. At the last week, mice were euthanized, and the esophagus was examined for macroscopic lesions. Tumor and normal tissue samples were collected for RNA-seq, with differentially expressed genes listed in Differentially expressed genes.To explore the underlying mechanisms of PBK on ESCC development, we first performed RNA-seq analysis with two PBK shRNAs transfected and non-specific transfected KYSE150 cells. The RNA-seq readcount data are listed in expression_table
DOI: 10.15468/dl.kv9b78
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((47.7498 -11.7869,47.7727 -11.4035,47.4196 -11.0667,47.0031 -11.1387,46.8237 -11.3675,46.8362 -11.7955,47.1096 -12.0382,47.5164 -12.0227,47.7498 -11.7869))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013206-250525065834625/datasets/export for details.
DOI: 10.17632/jkp57kbzxn
title: Figures and CNN

description: Following dataset consist of figures which are used during the training of the convolutional neural network as well as saved weights of the convolutional neural network after the training.
DOI: 10.6084/m9.figshare.14168879.v1
title: Genomic data of the PUCH cohort

description: Data on coding mutations of patients in the PUCH cohort
DOI: 10.6084/m9.figshare.23607690.v1
title: patient57.rar

description: A Patient with fundus images that taken by Ret-cam.
DOI: 10.6084/m9.figshare.24580669.v2
title: Human Reference Atlas Literature (HRAlit) Database

description: The Human Reference Atlas literature (HRAlit) database, with 23 tables with 21,703,812 records including 7 junction tables with 13,042,188 relationships and a total size of 1.56 GB, is available in SQL format together with tables in CSV format. The database links the 295 digital objects of the HRA (versions 1.0 to 1.4) to publication, funding, and experimental data. Specifically, HRAlit includes 7,103,180 PubMed publications retrieved by a query for all 31 organs plus papers published in HRA, CZ CELLxGENE, GTEx, and CellMarker that are linked to 583,117 experts from 26,235 (cleaned) institutions and 896,680 funded projects by 6,427 (cleaned) funders. HRAlit also links the HRA to 1,816 experimental datasets and their 4,639 donors. The anatomical structures, cell types, and biomarkers in the 5th HRA release link to 5,049 ontology terms and IDs. HRAlit can be used to identify leading experts, major papers, funding trends, or alignment with existing ontologies in support of systematic HRA construction and usage. All data and code is at https://github.com/cns-iu/hra-literature. <br>
DOI: 10.6084/m9.figshare.27133389.v1
title: TOM500: A Multi-Organ Annotated Orbital MRI Dataset for Thyroid Eye Disease

description: This study presents TOM500, a comprehensive multi-organ annotated orbital magnetic resonance imaging (MRI) dataset. It includes clinical data, T2-weighted MRI scans, and corresponding segmentations from 500 patients with thyroid eye disease (TED) during their initial visit. TED is a common autoimmune disorder with distinct orbital MRI features. Segmentations of nine orbital structures, including the optic nerve, orbital fat, lacrimal gland, eyeball, and five extraocular muscles (superior rectus and levator palpebrae superioris complex, inferior rectus, medial rectus, lateral rectus, and superior oblique), were generated by three junior annotators and reviewed by an expert radiologist. The consistency of the segmentations was evaluated using the intraclass correlation coefficient. Clinical data, including sex, age, disease duration, and smoking status, are also provided for disease diagnosis and classification. TOM500, the largest publicly available orbital MRI dataset with expert annotations, is designed to facilitate the development of advanced computational tools for TED diagnosis, classification, and observation.
DOI: 10.6084/m9.figshare.29185436.v1
title: CA-res-2.xlsx

description: Original data pulled from studies for systematic review of microRNAs in cardiac arrest.
DOI: 10.6084/m9.figshare.22323385.v1
title: Analysis

description: Analysis
DOI: 10.6084/m9.figshare.25790457.v1
title: Meristems raw data and code

description: Combining morphometry, modeling, and indirect water tracing, the authors demonstrate that organ outgrowth at the shoot apex reshapes tissue hydraulics, draining water from neighboring cells and inducing reversible cell shrinkage at the meristem-organ boundaries.
DOI: 10.6084/m9.figshare.27011134.v1
title: Supplementary gff3 files of 470 angiosperm species

description: Here is the repository for the gff3 files of the 470 angiosperm species involved in our manuscript.In total 470 gff3 files are deposited, i.e. one gff3 file for each species. The labelling pattern follows that given a species with latin name for instance "<i>Arabidopsis thaliana</i>", the gff3 file will be labelled as "Arabidopsis_thaliana.gff3.gz". The taxnomy information and data source are summarized in the enclosed table entitled "Data_Availability_470.xlsx".Please caution that some genome files are subject to restrictions on usage and reserved analyses according to the corresponding data source, details of which can be found in the ending comment of the table above.
DOI: 10.6084/m9.figshare.28020830.v1
title: <b>Remote sensing reveals scale-specific effects of forage crop mowing and landscape structure on a declining farmland bird</b>

description: Data for the Journal of Applied Ecology paper:<br><b>Remote sensing reveals scale-specific effects of forage crop mowing and landscape structure on a declining farmland bird</b>Davide Andreatta, Gaia Bazzi, Riccardo Nardelli, Leonardo Siddi, Jacopo G. Cecere, Dan Chamberlain, Michelangelo Morganti,<sup> </sup>Diego Rubolini, Giacomo Assandri
DOI: 10.17632/rc6995wndc
title: Infrasound dataset for Combined approach to estimate the depth of the magma surface in a shallow conduit at Aso volcano, Japan

description: This data contains the infrasound signals recorded at Aso volcano in April 2015. It is used in "Combined approach to estimate the depth of the magma surface in a shallow conduit at Aso volcano, Japan" published from Earth, Planets, and Space.
DOI: 10.6084/m9.figshare.15054183.v1
title: SMR Input BESD files for brain meta-analysis

description: SMR Input BESD files for brain meta-analysis
DOI: 10.6084/m9.figshare.27325428.v1
title: Emperor Penguin McMurdo Sound 2019-11-08

description: Excerpt from animal-borne video camera from 2019 field season in McMurdo Sound, Antarctica.<br>Data were collected under NSF grant 1643532.<br><br>Related to study published by Ponganis et al. 2024 in Journal of Experimental Biology:<br>https://doi.org/10.1242/jeb.246832
DOI: 10.6084/m9.figshare.28451658.v1
title: Supplementary Material from The Miocene seal Monachopsis pontica: isolated in a shrinking sea and adapting to its changing conditions

description: Supliment.rar
DOI: 10.6084/m9.figshare.4107000
title: <i>De novo</i> methylation in male germ cells of the common marmoset monkey occurs during postnatal development and is maintained <i>in vitro</i>

description: The timing of <i>de novo</i> DNA methylation in male germ cells during human testicular development is yet unsolved. Apart from that, the stability of established imprinting patterns <i>in vitro</i> is controversially discussed. This study aimed at determining the timing of DNA <i>de novo</i> methylation and at assessing the stability of the methylation status <i>in vitro</i>. We employed the marmoset monkey (<i>Callithrix jacchus</i>) as it is considered the best non-human primate model for human testicular development. We selected neonatal, pre-pubertal, pubertal, and adult animals (n = 3, each) and assessed germ cell global DNA methylation levels by 5-methyl cytosine staining, and <i>Alu</i> elements and gene-specific methylation (<i>H19, LIT1, SNRPN, MEST, OCT4, MAGE-A4</i>, and <i>DDX-4)</i> by pyrosequencing. <i>De novo</i> methylation is progressively established during postnatal primate development and continues until adulthood, a process that is different in most other species. Importantly, once established, methylation patterns remained stable, as demonstrated using <i>in vitro</i> cultures. Thus, the marmoset monkey is a unique model for the study of postnatal DNA methylation mechanisms in germ cells and for the identification of epimutations and their causes.
DOI: 10.17632/dchsttk34c
title: REFLEXIONES SOBRE LOS ACUERDOS DE LICENCIAMIENTO DE SOFTWARE EN LA COMUNIDAD ANDINA

description: Este working paper analiza los acuerdos de licenciamiento de software en la Comunidad Andina (CAN), integrada por Colombia, Ecuador, Perú y Bolivia, se destaca que estos acuerdos , al carecer de estandarización normativa, son contratos atípicos que requieren atención especial para garantizar la explotación adecuada de las obras protegidas. La CAN cuenta con un régimen común de derechos de autor, establecido en la Decisión 351 de 1993, que incluye al software como obra literaria protegida. Cada país miembro de la CAN ha armonizado su legislación local con esta Decisión, aunque conserva autonomía para resolver conflictos. Colombia, Ecuador, Perú y Bolivia reconocen el software bajo el régimen de derechos de autor, pero se señala la necesidad de leyes procedimentales comunes para resolver disputas de manera efectiva. El estudio concluye que, aunque existe protección jurídica, se requieren mecanismos más eficientes para fortalecer el licenciamiento de software en la región.
DOI: 10.17632/k5c4rhvsh5
title: Blood ammonia in dogs and cats using a point-of-care assay

description: Point-of-care (POC) tests for blood ammonia (BA) are practical, but their use in veterinary species has not been well evaluated. This prospective study sought to establish an inferred reference interval for BA in dogs and cats using this method and to document conditions associated with hyperammonaemia in these species. Relevant clinical data, BA and diagnosis were recorded for all patients. Descriptive statistics, Pearson Chi2 and Mann-Whitney U testing was applied to assess for associations between clinical data and BA concentration. One-hundred seventy-five dogs and 63 cats were included, of which 124 (71%) dogs and 29 (46%) cats had undetectable ammonia. All dogs with BA &gt;40µg/dL had liver disease. Only one dog without liver disease had BA &gt;30µg/dL: a dog with hypoadrenocorticism and suspected gastrointestinal bleeding. All dogs with a clinical suspicion of hepatic encephalopathy and all dogs with hepatic vascular anomalies (congenital or acquired) had BA &gt;40µg/dL. Following exclusion of cats with potential causes of hyperammonaemia, 9/19 cats had detectable ammonia (range 7-25µg/dL). All cats with a clinical suspicion of hepatic encephalopathy had BA &gt;30µg/dL. This suggests that ammonia &gt;30µg/dL and ammonia &gt;25µg/dL may be clinically significant in dogs and cats respectively. Whilst dogs with ammonia &gt;30µg/dL were likely to have liver disease, cats with ammonia &gt;25µg/dL comprised a wide variety of disease pathologies.
DOI: 10.6084/m9.figshare.22548901.v1
title: 10x visium datasets

description: 10X Visium dataset (also referred as SpatialLIBD or DLPFC in other papers) is the most widely used benchmark dataset among spatial clustering methods. This dataset contains 12 sub-datasets of human postmortem DLPFC tissue sections. Each measurement unit is a spot, and the number of barcoded array spots for the 12 samples are 4,226 (sample151507), 4,384 (sample151508), 4,789 (sample151509), 4,634 (sample151510), 3,661 (sample151669), 3,498 (sample151670), 4,110 (sample151671), 4,015 (sample151672), 3,639 (sample151673), 3,673 (sample151674), 3,592 (sample151675), and 3,460 (sample151676).
DOI: 10.17632/gpr2phd9mk
title: Digital Innovation Research Dataset (1983-2019)

description: The Digital Innovation research & publication dataset, which was indexed by Scopus from 1983 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/vpf9kx8793
title: Data for: The Level of Knowledge on Phrasal Verbs of Central Philippine University's First Year English Major Students

description: Phrasal verbs (PhVs) are very important, but are not included in the English grammar lessons in the Philippines. There is also the question on the ESL learners' knowledge on PhVs. To offer help in answering this, the study aims to measure the knowledge on PhVs of Central Philippine University’s first year English major students. The study divides knowledge in terms of awareness or familiarity, and understanding. The scores in each area were measured and summed up to identify the subjects’ levels of overall knowledge on PhVs basing on scales for English proficiency tests. The results showed that majority of the subjects have high levels of awareness or familiarity, understanding, and overall knowledge on PhVs. The respondents’ high scores also support the Social Cognitive Learning Theory and the theory of Connectivism. This is because they have not been taught about PhVs specifically, but have gotten high scores. It suggests that their knowledge were acquired incidentally through observations and processes of data connection. The findings also gave the said school assurance that their first year English majors were well-knowledgeable of PhVs.
DOI: 10.6084/m9.figshare.12061038.v1
title: Species delimitation of octocorals

description: Newly enhanced bait set for octocorals to target-capture UCE and exon loci. Also included are tree, alignmnet, and SNP files used in the analyses in Erickson, Pentico, Quattrini, and McFadden
DOI: 10.6084/m9.figshare.20391126.v1
title: Data used in: Trait-based prediction of extinction risk across terrestrial taxa

description: Trait-based prediction of extinction across terrestrial data See the full OA article here: In this study we analysed the generality of trait-based prediction of extinction risk across terrestrial (including freshwater) vertebrates, invertebrates, and plants at a global scale. We compiled data for 10 potential biological predictors and the extinction risk of species (IUCN 2021-3). <br> Predictors: Body size, offspring size, fecundity, generation length, diet breadth, trophic level, dispersal ability, microhabitat, habitat breadth, and altitudinal range. Taxonomical groups: - Mammals, birds, reptiles, amphibians, freshwater fixes; - Dragonflies, butterflies, grasshoppers, spiders, snails; - Bryophytes, ferns, gymnosperms, monocots, legumes. Files - <strong>20220730 main.R</strong>: R script to run the analyses - <strong>20220730_Dataset</strong>: .xslx file containing all compiled traits for each group. Check the <strong>Legend</strong> tab for more information. - <strong>my_mammals.csv</strong>: validation dataset for mammals (most of the data retrieved from the COMBINE dataset - <strong>my_birds.csv</strong>: validation dataset for birds, most of it retrieved from AVONET. Running the analyses 1. Make sure all the downloaded files are unzipped in the same working directory. 2. Open main.R and source it (make sure main.R is in your R working directory) 3. Some of the supplementary analyses may take long to run (not more than 1 hour) 4. The script retrives Fig 1, Fig S1, S2, and S3, as well as several exploratory tables (those are not exported) <br> For more details check the methodology section of the paper.
DOI: 10.6084/m9.figshare.25686882.v1
title: Untitled Item

description: This is a data set used for research to detect and classify strawberries.
DOI: 10.6084/m9.figshare.4141647.v1
title: MOGvsAQP-ON DATA FOR Repository.xlsx

description: Excel spreadsheet listing data of visual outcome after optic neuritis for ten patients with AQP4-IgG antibodies and six patients with MOG-IgG antibodies.Table lists the patient anonymized number and eye (right or left), which antibody the patient had, which eye was affected by optic neuritis, whether that eye had an optic neuritis event or not, the number of events per eye, the final average retinal nerve fiber layer thickness (in microns, measured with a ), the final visual acuity (converted to logMAR) and the final mean visual field defect (in decibels).<br> p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px 'Times New Roman'} span.s1 {font: 10.0px 'Times New Roman'} Spectral Domain (SD-HD) Cirrus OCT® 4000-2713 (Cirrus HD, Carl Zeiss Meditec, Jena, Germany) was used to measure the average RNFL. Scans were obtained in adherence with the APOSTEL 9-point recommendations and the OSCAR-IB quality criteria .