cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14176994.v1
title: JEB_lemon_respirometry_data.csv

description: The data was collected using respirometry experiments conducted in captivity at Mote Marine Laboratory, Sarasota, FL, USA and semi-captivity at Bimini Biological Field Station, South Bimini, BHS (details in manuscript). Throughout trials, oxygen saturation (mg L<sup>-1</sup>) and temperature (deg C) were recorded by a multiparameter meter and body acceleration (<em>g</em>) was recorded by a Cefas G6a+ acceleration data logger. Mass of animals was weighed before and after trials, and the mean mass is included in the data set. <br>Prior to analysis, acceleration data was corrected for sensor noise by subtracting the mean acceleration value during periods when the shark was observed motionless within the respirometer (0.01827 <em>g</em>).Using this data, <em>V</em>O2 (mg O<sup>2</sup> hr<sup>-1</sup>) were estimated and temperature corrected to 29.5 deg C, using equations and Q<sub>10</sub> values stated within the manuscript.<br>Note: Background respiration levels and R2 for oxygen degradation curves are missing for trials conducted at Mote Marine Laboratory. Estimated <em>V</em>O2 (mg O2 hr-1) were supplied by Lear et al. <em>JEB </em>(2017) for use in this study.<br>
DOI: 10.6084/m9.figshare.18737165.v1
title: Trajecory Reconstruction Related Data of Xuancheng City

description: The one-month holographic trajectories of all vehicles in Xuancheng for virtual traffic flow detection, including anonymous vehicle license plate recognition data, traffic signal data, and stream-level road network data.
DOI: 10.6084/m9.figshare.22656925.v1
title: NLCD_2016_Impervious_L48_20190405

description: NLCD_2016_Impervious_L48_20190405
DOI: 10.6084/m9.figshare.25999675.v1
title: The role of Board Compensation Committee in CEO Compensation: Empirical Evidence from the from the Nigerian Financial Sector

description: This study investigates how the structural features of the Board Compensation Committee (BCC) impact the remuneration of Chief Executive Officers (CEO) of firms in the financial sector of the Nigerian economy. The structural features examined are the size, independence, gender diversity and level of activity of the BCC. The study sample is drawn from firms listed on the Nigerian Stock Exchange (NGX) between 2018 and 2022. Using dynamic panel regression techniques, the study finds a significant and inverse relationship between the gender diversity of the compensation committee and CEO compensation. In contrast, the relationships between CEO compensation and other compensation committee features such as size, independence and activity were found to be insignificant. The study is significant because it contributes empirical evidence from an emerging economy to the conversation about the role of critical board structures in delivering pay for performance by business organizations, especially in the financial sector.
DOI: 10.6084/m9.figshare.29030402.v1
title: test video.mp4

description: This is a test video about an image segmentation model applied to the video domain
DOI: 10.6084/m9.figshare.c.3600629_d3.v1
title: Additional file 1: Table S1. of Bacterial communities in penile skin, male urethra, and vaginas of heterosexual couples with and without bacterial vaginosis

description: Metadata from female patients. (XLS 72Â kb)
DOI: 10.6084/m9.figshare.28464356.v1
title: Table_1_Files_Performance

description: MOBHunter, a pipeline combining 10 high-performing tools and custom algorithms to detect unique genomic regions, diagnostic markers and genetic boundaries of MGE. MOBHunter integrates these predictions, offers evidence-based classifications, and produces GenBank-compatible outputs for visualization, creating a comprehensive platform for MGE analysis of complete genomes of bacteria and archaeas.The process starts with the pipeline setting the environment in which it will work. The script checks for the availability of .gbk files in the defined path. Then, it will proceed to convert the .gbk files into formats required by the other programs. Converted formats include .faa, .ffn, .fna and .ptt.After the required files are created, the pipeline will run all the incorporated 10 programs. The outputs are then processed in a consensus, and the consensus will conduct the scoring of each hit. If a hit is classified by all the incorporated programs, it will receive a higher score.
DOI: 10.17632/trpnk55pmz
title: High-Resolution Metal Hydride Pressure-Concentration-Temperature Isotherm Data

description: Simulated Absorption and Desorption High Resolution Isotherm Data for Metal Hydrides: LaNi4.9Sn0.1, LaNi4.8Sn0.2, La0.8Ce0.2Ni5, and V75Ti10Zr7.5Ni7.5.

If you use these datasets for research purposes, kindly cite them per the database citation:
Faurie, Douw (2025), “High-Resolution Metal Hydride Pressure-Concentration-Temperature Isotherm Data”, Mendeley Data, V1, doi: 10.17632/trpnk55pmz.1
DOI: 10.6084/m9.figshare.1200096.v1
title: Bentheimer Sandstone

description: Micro-Computed Tomography (micro-CT) segmented image of Bentheimer Sandstone. The micro-CT image is segmented according to the variation of grey values between grains (bright- 255 grey value) and pores (dark- 0 grey value) using the watershed segmentation algorithm in the Avizo software. Details of the images (voxel resolution and image size) is present as a text file. The image can be visualized in visualization software such as Fiji ((http://fiji.sc/Fiji) or Avizo. If you utilise this in a scientific publication then please mention in the acknowledgements that this data is courtesy of Qatar Carbonates and Carbon Storage Research Centre, Imperial College London. For more information, please contact Saurabh M Shah at saurabh.shah10@imperial.ac.uk or Edo S Boek at e.boek@imperial.ac.uk
DOI: 10.6084/m9.figshare.4592641.v1
title: Effective methods of teaching and learning in anatomy as a basic science: A BEME systematic review: BEME guide no. 44

description: <b>Background:</b> Anatomy is a subject essential to medical practice, yet time committed to teaching is on the decline, and resources required to teach anatomy is costly, particularly dissection. Advances in technology are a potential solution to the problem, while maintaining the quality of teaching required for eventual clinical application. <b>Aim:</b> To identify methods used to teach anatomy, including those demonstrated to enhance knowledge acquisition and retention. <b>Methods:</b> PubMed, CINAHL, ERIC, Academic OneFile, ProQuest, SAGE journals and Scopus were search from the earliest entry of each database to 31 August 2015. All included articles were assessed for methodological quality and low quality articles were excluded from the study. Studies were evaluated by assessment scores, qualitative outcomes where included as well as a modified Kirkpatrick model. <b>Results:</b> A total of 17,820 articles were initially identified, with 29 included in the review. The review found a wide variety of teaching interventions represented in the range of studies, with CAI/CAL studies predominating in terms of teaching interventions, followed by simulation. In addition to this, CAI/CAL and simulation studies demonstrated better results overall compared to traditional teaching methods and there is evidence to support CAI/CAL as a partial replacement for dissection or a valuable tool in conjunction with dissection. <b>Conclusions:</b> This review provides evidence in support of the use of alternatives to traditional teaching methods in anatomy, in particular, the use of CAI/CAL with a number of high quality, low risk of bias studies supporting this.
DOI: 10.6084/m9.figshare.8052767.v1
title: Amifostine showed an inhibition effect on the differentiation of Raw264.7 cells to osteoclasts under 2Gy radiation by reducing ROS

description: the raw data of the article "Amifostine showed an inhibition effect on the differentiation of Raw264.7 cells to osteoclasts under 2Gy radiation by reducing ROS"
DOI: 10.17632/tc72pbw4f3
title: Data for: A connection between magma chamber processes and eruptive styles revealed at Nisyros-Yali volcano (Greece)

description: Dataset containing EPMA, SEM, LA-ICPMS and XRF results. Dataset also contains a supplementary text file with analytical details, additional information and figures (complementary to the main research article)
DOI: 10.23644/uu.8947346.v1
title: 50K SNP genotypes of southeast European sheep

description: Quality-filtered Illumina 50K SNP data from 93 sheep breeds/populations: original data from Balkan, Czech and Polish Zackel breeds, merged with existing data for Norvegian, Finnish, Dutch, German, Swiss, Italian, Spanish, Turkish, Israelian, Egyptian, Iranian and Kazakstan breeds and Asian or European mouflon populations. <br>
DOI: 10.6084/m9.figshare.c.3716134_d4.v1
title: Additional file 4: Table S2. of Determining Clostridium difficile intra-taxa diversity by mining multilocus sequence typing databases

description: Diversity indexes by country. (XLSX 9 kb)
DOI: 10.17632/dswvww87xr
title: Margaret_data_example

description: We've uploaded the output Excel file generated by the Margaret package to Mendeley Data Services. The file contains 51 sheets, each focusing on a different type of research output such as publications, student theses, and software. This data serves as a practical example of Margaret's capabilities in extracting and organizing a wide array of research metrics.
DOI: 10.6084/m9.figshare.13456550.v2
title: EBSD data for synthetic polycrystalline pure water ice samples deformed at high homologous temperatures

description: EBSD data for synthetic polycrystalline pure water ice samples deformed at high homologous temperatures. MATLAB codes that can be used to import these files can be found in the readme.txt file.
DOI: 10.6084/m9.figshare.c.3810322_d8.v1
title: Additional file 8 of SBMLmod: a Python-based web application and web service for efficient data integration and model simulation

description: Table S8 — statistics for TCGA dataset. This table provides ANOVA and post hoc pairwise test statistics for the TCGA data application as described in section ‘Different cancer types possess notable differences in kynurenine and serotonin concentrations’. (XLS 11 kb)
DOI: 10.17632/68zfn3w6fh
title: Supporting data: Joint optimization of pricing and seat allocation with multistage and discriminatory strategies in high-speed rail networks

description: This data set is provided to support the findings of the original research "Joint optimization of pricing and seat allocation with multistage and discriminatory strategies in high-speed rail networks ". We appreciate the Institute of Computing Technology of China Academy of Railway Sciences Corporation Limited that provided data access. In Version 1, optimal price and seat allocation have been submitted by mistake. The right results are uploaded in Version 2.
DOI: 10.17632/xw9sd3btcs
title: ECG Dataset for Heart Condition Classification

description: This ECG dataset comprises three distinct classes: normal, abnormal, and disease-specific cardiac signals. Collected from both healthy individuals and patients with heart conditions, the dataset provides labeled ECG recordings suitable for training machine learning models aimed at real-time health monitoring and cardiac disease prediction. Each class contains a balanced number of high-quality ECG images, offering a valuable resource for developing and evaluating AI-based diagnostic tools in healthcare.
DOI: 10.17632/3g4rf47yfb
title: Molecular phylogenetics of the Clupeiformes based on exon-capture data and a new classification of the order

description: The sequence alignment or 1,165 loci of 66 clupeiform species and five outgroups. The loci were filtered for more than 70% taxa having sequences for each locus. Analyzing the data, we reconstructed a robust phylogeny of the Clupeiformes based on thousands of nuclear coding sequences obtained through target enrichment and curated for phylogenetic informativeness. We confirmed that the Clupeiformes is monophyletic, and Denticeps is sister to the Clupeoidei. Dussumieriids in their former understanding are polyphyletic, as Spratelloididae being sister to all other clupeoids. Sundasalanx belongs to Ehiravidae, but with deep split to other ehiravine species. A time tree of the Clupeiformes was calibrated with new fossil data and an updated classification of the Clupeiformes is provided.
DOI: 10.17632/6496wy6z4y
title: CuAg-alloy

description: the simulation results for the tensile deformation process of Cu-Ag alloy (crystalline, amorphous and nanowire)
DOI: 10.6084/m9.figshare.11457894.v1
title: Gene database of Aeromonas hydrophila ATCC 7966

description: Present in both freshwater and brackish water, <i>Aeronomas hydrophila</i> is a human pathogen that is the causative agent for a variety of conditions such as gastroenteritis and septicaemia. The bacterium possesses a set of cell surface appendages that makes it particularly concerning as a pathogen. Chief amongst this is a Type II secretion system that enables the injection of aerolysin toxin into host cells. Notwithstanding this, <i>A. hydrophila</i> also possesses Type IV pilli useful for attachment to cells and extracellular proteases that can cause tissue damage. This work sought to provide some fundamental information of <i>A. hydrophila </i>ATCC 7966 by parsing the GenBank annotated genome file of the bacterium (GenBank accession number: NCBI Reference Sequence: NC_008570.1). Using an in-house MATLAB software, a gene database for the bacterium comprising gene identifier, gene function and gene sequence was built. Information presented in this dataset should find use in a variety of fundamental microbiological studies seeking to understand the pathogenesis mechanism of <i>A. hydrophila</i> through generating specific mutants via genome editing.<br><br>
DOI: 10.6084/m9.figshare.25800577.v4
title: Data and MD output for H<sub>2</sub>O partitioning

description: Data used in the figures and examples of molecular dynamics simulations outputs for calculating metal-silicate H<sub>2</sub>O partitioning
DOI: 10.6084/m9.figshare.3437987.v1
title: CPR data.doc

description: Data of Cardiopulmonary muscular fatigue
DOI: 10.6084/m9.figshare.7435532.v1
title: Phantom DICOMs

description: DICOM images of CEORA and SATI phantom for calcium volume scores acquired using clinical calcium score and partial volume corrected scores used in manuscript "Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images" submitted at PLOS ONE.
DOI: 10.6084/m9.figshare.28751756.v1
title: MMLU-Pro Benchmark Questions

description: We investigated DeepSeek R1's ability to diagnose 162 medical scenarios that are part of MMLU-Pro question and answer dataset
DOI: 10.6084/m9.figshare.812605.v1
title: LeFlore County, Oklahoma (1936) General Highway Map (Georeferenced)

description: This zip file includes georeferenced (NAD 1927 Zone 14N) copies of the LeFlore (1936) General Highway and Transportation Maps (North and South). This file is missing from the previous zip file of the remaining Oklahoma counties.
DOI: 10.17632/t3rwfpnvbx
title: Simple-Mix Software

description: Simple-Mix software for gamma-type Stirling engine
DOI: 10.6084/m9.figshare.11336045.v1
title: Group2 Male direct involvement.doc

description: Focus group 4
DOI: 10.6084/m9.figshare.11695518.v1
title: wav_coi_HidaJapan.dat from Emergence of oscillations in a simple epidemic model with demographic data

description: A simple susceptible–infectious–removed epidemic model for smallpox, with birth and death rates based on historical data, produces oscillatory dynamics with remarkably accurate periodicity. Stochastic population data cause oscillations to be sustained rather than damped, and data analysis regarding the oscillations provides insights into the same set of population data. Notably, oscillations arise naturally from the model, instead of from a periodic forcing term or other exogenous mechanism that guarantees oscillation: the model has no such mechanism. These emergent natural oscillations display appropriate periodicity for smallpox, even when the model is applied to different locations and populations. The model and datasets, in turn, offer new observations about disease dynamics and solution trajectories. These results call for renewed attention to relatively simple models, in combination with datasets from real outbreaks.
DOI: 10.6084/m9.figshare.1588539.v1
title: Generation of gradients on a microfluidic device: toward a high-throughput investigation of spermatozoa chemotaxis

description: _
DOI: 10.6084/m9.figshare.28975155.v1
title: Additional file 1 of The SPHN Schema Forge – transform healthcare semantics from human-readable to machine-readable by leveraging semantic web technologies

description: Additional file 1. List of possible errors displayed in the SPHN Schema Forge log and their interpretations. Dataset2RDF list of errors provided to the user. To mitigate the risks of having datasets not compliant with the SPHN rules, the SPHN Schema Forge generates a report for the user. This report contains error messages produced by the Dataset2RDF tool. These error messages aim to guide the user in resolving potential issues. Additional File 1 shows the error messages that may appear in this report and their interpretations. Each error specifies the line in the Dataset where it occurred. The term 'concept' refers to the semantic element of interest defined in the Dataset, which is translated as a 'Class' in RDF. Similarly, the term 'composedOf' corresponds to attributes defined in the Dataset, which are translated as 'Properties' in RDF.
DOI: 10.6084/m9.figshare.3081814.v1
title: Data used in PLoS One article "Complexity, Predictability and Time Homogeneity of Syntax in the Songs of Cassin’s Vireo (Vireo cassini)" by Hedley (2016)

description: Textgrid files for use in Praat with corresponding wav files, containing annotations identifying phrase-types delivered by Cassin's Vireos, with their timing and sequential order. See Textgrids ReadMe.txt for additional details.
DOI: 10.17632/dwwf44yk6f
title: Sustainability Assessment Towards the SDG 2030 Agenda

description: This dataset provides a comprehensive collection of global indicators aligned with the Sustainable Development Goals (SDGs) 2030 agenda. It includes data across multiple indicators, such as social, economic, environmental, and governance metrics, to potentially evaluate the performance of all countries. 

This data set will be modified in order to create a finalized data set, proper to be used for making predictions and decision making.
DOI: 10.6084/m9.figshare.24634877.v1
title: Analysis script from A model of time-varying music engagement

description: R code of visualisation of Figure 1 and linear mixed models examining effects of Expertise group and Music style and interaction between them.
DOI: 10.6084/m9.figshare.28794809.v2
title: ВКР testfile.docx

description: OOXML файл для тестирования совместимости офисных редакторов с OOXML документамиСоздан в Microsoft Word 2019 MSO (16.0.10416.20027)
DOI: 10.15468/dl.pts9ve
title: Occurrence Download

description: A dataset containing 944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Potentilla grandiflora L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 944 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013362-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mfc95sgrbf
title: Dataset for Land/Water Semantic Segmentation in Tonga and other Pacific regions

description: Dataset for training CNN models (e.g. U-Net) for land/water semantic segmentation of Sentinel-2 images.
Features 424 Sentinel-2 TOA images of size 256x256 pixels, with corresponding targets (binary segmentation maps).
The channels included are Sentinel-2 bands B2, B3, B4, B5, B6, B7, B8, B8A, B11, B12, plus NDWI and NDVI (in this order).
Weight maps are included for training using a weighted loss function, in order to improve segmentation on important features, specifically small volcanic islands.

The weights of the pre-trained models used for our research are included as .keras files.
Code snippets include essential functionality to load the models, and pre-process Earth Engine images for input.
DOI: 10.6084/m9.figshare.14112296.v1
title: Supplementary Material for: Factors Associated with Survival and Survival without Major Morbidity in Very Preterm Infants in Two Neonatal Networks: SEN1500 and NEOCOSUR

description: <b><i>Introduction:</i></b> Very low-birth weight (VLBW) infants represent a high-risk population for morbidity and mortality in the neonatal period. Variability in practices and outcomes between centers has been acknowledged. Multicenter benchmarking studies are useful to detect areas of improvement and constitute an interesting research tool. <b><i>Objectives:</i></b> The aim of the study was to determine the perinatal variables and interventions associated with survival and survival without major morbidity in VLBW infants and compare the performance of 2 large networks. <b><i>Methods:</i></b> This is a prospective study analyzing data collected in 2 databases, the Spanish SEN1500 and the South American NEOCOSUR networks, from January 2013 to December 2016. Inborn patients, from 24<sup>0</sup> to 30<sup>6</sup> weeks of gestational age (GA) were included. Hazard ratios for survival and survival without major morbidity until the first hospital discharge or transfer to another facility were studied by using Cox proportional hazards regression. <b><i>Results:</i></b> A total of 10,565 patients, 6,120 (57.9%) from SEN1500 and 4,445 (42.1%) from NEOCOSUR, respectively, were included. In addition to GA, birth weight, small for gestational age (SGA), female sex, and multiple gestation, less invasive resuscitation, and the network of origin were significant independent factors influencing survival (aHR [SEN1500 vs. NEOCOSUR]: 1.20 [95% CI: 1.15–1.26] and survival without major morbidity: 1.34 [95% CI: 1.26–1.43]). Great variability in outcomes between centers was also found within each network. <b><i>Conclusions:</i></b> After adjusting for covariates, GA, birth weight, SGA, female sex, multiple gestation, less invasive resuscitation, and the network of origin showed an independent effect on outcomes. Determining the causes of these differences deserves further study.
DOI: 10.6084/m9.figshare.28171166.v1
title: Full information on functional annotation added using Fanflow

description: Full information on functional annotation added using Fanflow