cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13373339.v1
title: Uptake values dynamic PET

description: Semi-quantitative evaluation of the dynamic PET data was performed with MATLAB R2017b. Regions of interest (ROIs) were manually drawn in the prostate tumor, bladder, gluteal muscle and common iliac artery. The uptake in this region is shown as SUL (standardized uptake value, corrected for lean body mass), for each of the 5 patients in test-retest setting. Time-activity curves (TACs) were generated for the entire dynamic time range.See as well the method section in the publication at PLOS ONE --&gt; Early differences in dynamic uptake of <sup>68</sup>Ga-PSMA-11 in primary prostate cancer: a test-retest study<br>The dataset show the uptake values at different time points, for all 5 patients in test (A) and retest (B) setting. Note that one patient had 2 tumour lesions, one small (S) and one large (L) lesion. In two patients there was no late scan made at scan moment A.<br>
DOI: 10.6084/m9.figshare.24346768.v1
title: Duroc_ACC_50K.vcf.gz

description: 50K SNP sequencing data from Sus scrofa 11.1 genome were used to explore potential loci and candidate genes associated with ACC and analyze their genetic mechanisms
DOI: 10.6084/m9.figshare.27021700.v1
title: children musical creative practice ability test

description: This research employs a quasi-experimental design with 86 fourth-graders to examine the influence of emotionally driven music instruction on fostering children's creative musical capabilities.
DOI: 10.6084/m9.figshare.24183909.v1
title: 19 F NMR data

description: The 19F NMR data used to generate the figures featuring 19F NMR results in the main text of the published paper entitled: <i>Structurally similar G protein complexes with B1-adrenergic receptor active state show differential binding kinetics, mediating selectivity.</i>
DOI: 10.6084/m9.figshare.29174333.v2
title: Behavioral state and stimulus strength regulate the role of somatostatin interneurons in stabilizing network activity

description: We investigated the role of somatostatin-expressing (SST) interneurons in inhibition stabilization within mouse primary visual cortex. By selectively blocking glutamatergic inputs to SST cells, we observed paradoxical facilitation of SST activity with increasing stimulus contrast and arousal—a hallmark of inhibition stabilization. Our computational modeling revealed that higher sensory input and arousal drive the network toward regimes where other interneuron classes cannot maintain stability alone. We demonstrate that SST cells' contribution to cortical processing is state-dependent, becoming increasingly critical as input strength and behavioral arousal increase, thereby enabling stable sensory encoding across diverse contexts.
DOI: 10.6084/m9.figshare.21303000.v2
title: HNC-PREDICTOR dataset – large-scale clinical and radiomic data of head and neck cancer patients treated with radiotherapy

description: This data contains clincial variables of 3027 head and neck cancer patients that have been treated with curative intend radiotherapy at MD Anderson Cancer Center
DOI: 10.6084/m9.figshare.14958258.v1
title: Data for paper

description: The data consist of three excel sheet. On excel sheet contains all CPUE data on electrofishing, one excel sheet contains all CPUE data on gillnet fishing and the third excel sheet contains all available environmental data on the lakes<br>
DOI: 10.6084/m9.figshare.25697586.v2
title: Chafika Thematic analysis.xlsx

description: data thematic analysis
DOI: 10.6084/m9.figshare.6002369.v2
title: Funders List Open Access Monographs in Media Studies (updated version)

description: This list is meant as a resource for researchers in film and media studies to help them find their way to open access funding at their national research council or institutional funding body.<br>The list has been developed for the project: www.oamediastudies.com
DOI: 10.6084/m9.figshare.28911266.v1
title: Modeling the Association Between Hand Grip Strength and Physiological and Psychological Factors in School-Aged Children

description: Hand grip strength (HGS) is a key measure of upper limb muscular function, encompassing both hand and forearm strength. While extensively studied in older adults for its links to physical and cognitive health, HGS is also a valuable indicator of fine motor skills and physical capacity in adolescents. This study aimed to develop a predictive model of adolescent HGS using anthropometric variables to identify those at risk of future health issues. Sociodemographic data, Body Max Index (BMI), and body fat percentage were collected during Physical Education classes. HGS was measured twice using the dominant arm, with the best result recorded. Additional data from the Course Navette test, the Physical Activity and Leisure Motivation Scale (PALMS), and the International Physical Activity Questionnaire (IPAQ) were also collected. A nested 10-fold cross-validation pipeline was used, incorporating Boruta feature selection, ElasticNet regression tuning, and model evaluation with MAE, RMSE, R², and bootstrapped confidence intervals.<b> </b>The sample included 867 secondary school students (mean age = 14.03 ± 1.19 years; 53.9% boys). The model showed good predictive performance: MAE = 3.76 (0.29), RMSE = 4.73 (0.36), R² = 0.48 (0.08), and Average Normalized MAE = 9.90%. Significant predictors included Age (b = 1.86), Sex (b = -1.03), BMI (b = 4.16), Body Fat (b = -3.94), and Navette Stages (b = 1.06). This predictive model effectively identifies adolescents at risk of low muscular strength and highlights the central role of anthropometric factors in strength assessment. When integrated with physiological and psychological parameters, these factors could significantly contribute to improving adolescent health.
DOI: 10.15468/dl.kfgxwh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia innesi (Fowler, 1934)",
 "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 ((-1.9734 4.2478,-0.0352 5.0957,-0.0352 10.8496,-9.0352 10.8496,-9.0352 4.4397,-8.4168 4.1049,-7.389 3.8664,-5.7288 4.5489,-4.0108 4.7359,-1.9734 4.2478))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013490-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.23607759.v1
title: patient41.rar

description: A Patient with fundus images that taken by Ret-cam.
DOI: 10.6084/m9.figshare.28737908.v1
title: Supplemental Materials for "Dynamic Taint Tracking for Modern Java Virtual Machines"

description: This is the supplemental materials for the paper "Dynamic Taint Tracking for Modern Java Virtual Machines" published at the International Conference on the Foundations of Software Engineering (FSE). It contains additional information about the evaluation presented in "Dynamic Taint Tracking for Modern Java Virtual Machines".
DOI: 10.6084/m9.figshare.22566901.v1
title: Microcharcoal dataset of surface ocean sediments offshore Africa

description: Microscopic charcoal (microcharcoal) was analysed in 128 samples recovered from surface ocean sediments offshore Africa and compared with fire regimes on land to evaluate the potential of microcharcoal (amount and morphology) to reconstruct fire regime characteristics. Microcharcoal concentrates were obtained after chemical treatment and microcharcoal was measured using microscopy The dataset presents for each sample microcharcoal concentration (in number of fragments per gram and in µm2 per gram); mean area of microcharcoal (µ2); mean length and mean width of the particles (µm2); and the mean microcharcoal elongation ratio (the length to width ratio of particle). The dataset is presented along with metadata information on the marine surface sediment samples including the method collection, geographic information, water depth of the core, the associated hydrographic basin on land, and information relevant to infer an estimated time interval covered by a sample (such as the sedimentation rate, dating information, depositional context).
DOI: 10.6084/m9.figshare.13215500.v4
title: Genome sequence assembly of Passion Fruit (Passiflora edulis Sims)

description: The genome sequence assembly of Passion Fruit (Passiflora edulis Sims). For the passion fruit genome sequencing was used a semi-inbred plant of self-compatible accession “CPAC MJ-M-21” (Roxo Jaboticaba) previously evaluated for maximum homozygosity via genotyping with microsatellites. We generated raw reads from whole-genome sequencing platforms (Pacbio Sequel II and 10X Linked-Reads) and assembled the sequence data to create a quality de novo assembly of passion fruit with 97% recovered as per BUSCO analysis. The final genome assembly has a total length of 1.3 Gb, contains 1,868 scaffolds with an N50 value of 4 Mb. Repeat sequences constitute around 65% of the assembly. Protein-coding gene annotation identified around 41,000 gene models presented in the genome assembly with extrinsic support of RNA-Seq data gathered from multiple species of the Passifloraceae family. This dataset contains the FASTA formatted file and many of basic contig and scaffold-level statistics calculated on the basis of the script assemblathon_stats.pl (github.com/ucdavis-bioinformatics/assemblathon2-analysis).
DOI: 10.6084/m9.figshare.27162218.v1
title: Data to support Bamman et al. 2024, "Measuring Diversity in Hollywood through the Large-Scale Computational Analysis of Film" (PNAS)

description: Data to support Bamman et al. (2024), "Measuring Diversity in Hollywood through the Large-Scale Computational Analysis of Film" (PNAS)Code for this data can be found at: https://github.com/dbamman/movie-representation/MOVIE_ANALYSIS_DATA.tar.gz contains the *.scenes.txt, *.tracks.txt, *.fps.txt and *.recog.txt files for all movies in our collection. The format for each tab-separated file is described here: https://github.com/dbamman/movie-representation/tree/main/pipelineeval_data.tar.gz contains data used for evaluation, described here: https://github.com/dbamman/movie-representation/tree/main/scripts/evalcast.tar.gz contains the IMDB cast list for all movies in our collection.imdb.actor.faces.insightface.txt.gz contains face track representations for actors in the cast lists in the movies in our collection.hitchhiker_clip_25.mp4 is a 30-second clip from "The Hitch-Hiker", identified by the Library of Congress to be in the public domain: https://www.loc.gov/item/2023602025/.
DOI: 10.6084/m9.figshare.29105243.v1
title: <b>Table S</b><b>2</b><b>:</b> Descriptive statistics for discrete variables related to general herd reproduction and housing, analyzed across different dairy production systems (LOW = 12.0 L/cow per day (7.4–14.5); INT = 18.0 L/cow per day (14.6–22.5); and UPP = 26.7 L/cow per day (22.6–32.0).

description: Descriptive statistics for discrete variables related to general herd reproduction and housing.
DOI: 10.6084/m9.figshare.21206831.v3
title: 在线学习课程平台课程评论文本情感分析数据集

description: 这是一份包含4715条在线学业情绪的数据集。在这个数据集中，包含了：1. 序号；2. 分句：即通过主题标注划分分句后的所有分句；3.主题分类：对所有分句进行主题划分； 4.主题细化分类：对所有分句所在主题下进行进一步分类； 5.标注学业情绪（1）：第一位标注者对该分句的学业情绪标注结果；6.标注学业情绪（2）：第二位标注者对该分句的学业情绪标注结果；7. 标注学业情绪（3） ：第三位标注者对该分句的学业情绪标注结果；8. 最终学业情绪：在三位标注者的结果中，按多数标注结果作为最终标注结果。
DOI: 10.4121/13089581.v3
title: Data of experimental study on dynamic stall control using vortex generators

description: This dataset includes experimental data for an oscillating, pitching airfoil. This data set is used to demonstrate the use of VGs to control and suppress dynamic stall. The details of the experiment and data analysis are provided in: D. De Tavernier, C. Ferreira, A. Viré, et al., Controlling dynamic stall using vortex generators on a wind turbine airfoil, Renewable Energy, 2021, 172:1194-1211.
DOI: 10.6084/m9.figshare.14420645.v2
title: Dataset of gait analysis data of hip osteoarthritis patients before and 6 month after arthroplasty and asymptomatic volunteers

description: This project aim to share movement C3D files of locomotion data recorded by a 3D motion analysis system. We used the Plugin Gait model in both unilateral end-stage Hip Osteoarthritis patients and control volunteers. Patients' data were gathered one month before surgery and 6 months after. This dataset could lead to increase the sample size of similar datasets, analyse the effect of Hip Osteoarthritis on human gait, or conduce unusual analysis of gait thanks to the full body markerset used.<br>A complete description of the volunteers can be found on figshare ID(13655975) at https://doi.org/10.6084/m9.figshare.13655975.v9Complete dataset of C3D files for OsteoArthritis Patients can be found on figshare ID(14420645) at https://doi.org/10.6084/m9.figshare.14420645.v2Complete dataset of C3D files or healthy volunteers can be found on figshare ID(14420756) at https://doi.org/10.6084/m9.figshare.14420756.v2 <br>Arff files could also be downloaded on figshare (https://doi.org/10.6084/m9.figshare.15022827.v1 and https://doi.org/10.6084/m9.figshare.13656233.v4) with label details here (https://doi.org/10.6084/m9.figshare.13656047.v3)<br>
DOI: 10.6084/m9.figshare.11778762.v1
title: A design of a fixed bed plasma DRIFTS cell for studying the NTP-assisted heterogeneously catalysed reactions

description: Dataset is included and named as presented in the paper.<br>PowerPoint with figures are also added.
DOI: 10.6084/m9.figshare.20220171.v2
title: Supplementary Material

description: Inferred ages from forty AAR age models derived from Bayesian model fitting procedures implemented using updated versions of the analytical scripts published by Allen et al. (2013). <br> R Scripts and all datasets
DOI: 10.6084/m9.figshare.26068006.v2
title: TNBC.h5ad.gz

description: Processed human triple-negative breast cancer (TNBC) MIBI-TOF dataset from Keren et al. (<i>Cell</i>, 2018), containing 173,205 cells from 19 mixed subtype samples and 15 compartmentalized subtype samples. The cell niches have been identified by scNiche.
DOI: 10.6084/m9.figshare.23884251.v1
title: OD data with functionality

description: "OD data with functionality," including taxi OD data after preliminary preprocessing, which matches the properties of the functional area The meanings of the fields inside are as follows:car_id is taxi_ID; time is recorded time; Lon is the longitude of the point; Lat is the latitude of the point; Matching represents the corresponding matching, and the same Matching value represents a pair of OD, distinguishing point O and point D through the time.The UUID is the matched functional area that represents the actual location of the OD point, which can be later matched with the Beijing Fifth Ring Functional Area.
DOI: 10.6084/m9.figshare.28887686.v1
title: Fiber tractography of multifidus muscle in lumbar region from one adolescent idiopathic scoliosis patients

description: This is a fiber tractography of multifidus muscle in lumbar region from one adolescent idiopathic scoliosis patients.
DOI: 10.6084/m9.figshare.24417649.v2
title: 2001-2022 global gross primary productivity dataset using an ensemble model based on random forest

description: This is a GPP dataset based on an ensemble model of random forest (ERF_GPP). The spatial resolution of ERF_GPP is 0.05° and the temporal resolution is month. Multiple validation results show that the performance of this dataset is comparable to or slightly better than that of mainstream GPP datasets.Reference: 2001-2022 global gross primary productivity dataset using an ensemble model based on random forest
DOI: 10.6084/m9.figshare.22178636.v2
title: Planted mangrove sediment carbon accumulation

description: The chrono-sequential approach is considered a ‘natural experiment’ which can be applied to relatively younger mangrove sites where the temporal pattern resembles the development of older sites. The use of observations based on this approach has advanced our understanding of short-term temporal dynamics in planted or restored mangrove. Overall, the paper provides estimates of blue carbon in relatively understudied restored mangrove forests
DOI: 10.6084/m9.figshare.25340728.v1
title: <b>The Associations of Maternal Liver Biomarkers in Early Pregnancy with the Risk of Gestational Diabetes Mellitus</b><b>: A Prospective Cohort Study</b>

description: Zhoushan Pregnant Women Cohort (ZPWC) is an ongoing prospective cohort that recruits pregnant women over 18 years old at 8-14 weeks of gestation. All data in this study was obtained from a structured questionnaire and a comprehensive Electronic Medical Record System (EMRS) in Zhoushan Maternal and Child Care Hospital, Zhejiang. The work was conducted according to the Declaration of Helsinki and has been approved by the Institutional Review Board of Zhoushan Maternal and Child Health Care Hospital (Ethical Approval Code: 2011-05). Informed consent was obtained from all subjects involved in this study.We obtained the liver function tests of pregnant women from the biochemical examination database. Venous blood was collected at 8-14 gestational weeks, and serum liver enzymes including ALT, AST, GGT, and ALP were quickly measured by a Hitachi 7600 automatic biochemical analyzer. Blood lipid biomarkers including total cholesterol (TC), triglycerides (TG), low-density lipoprotein cholesterol (LDL-C), and high-density lipoprotein cholesterol (HDL-C) were also extracted from biochemical databases. Pregnant women without apparent diabetes routinely undergo a 75g OGTT after an overnight fast at 24 to 28 weeks of gestation.
DOI: 10.21942/uva.16988527.v1
title: Dataset for "Extreme Value Estimation for Heterogeneous Data"

description: This dataset is used in the empirical analysis.<br>The dataset was generated and tested on MATLAB R2021a.<br>
DOI: 10.6084/m9.figshare.28904246.v1
title: Processed Data, Variable Information, and Questionnaire for the Study: 'Mixing Farm and Farmer Policy-Relevant Typologies to Tailor Agri-Environmental Schemes

description: Despite decades of experience, Agri-Environmental Scheme adoption remains low, limiting the Common Agricultural Policy’s effectiveness in achieving environmental goals. A key limitation is the ‘one size fits all’ design approach, which overlooks behavioural, structural, and biophysical heterogeneity within agricultural systems. This study adds to the existing literature by exploring the Danish agricultural context to (i) develop policy-relevant typologies combining farmers’ value orientations, household, environmental, and structural variables, and (ii) leverage this knowledge to improve the design of tailored schemes. Using data from an adapted Environmental-Portrait Value Questionnaire and the Farm Accountancy Data Network, we identify six farm and four farmer types, revealing moderate associations between them. We propose two tailoring strategies: (i) aligning payment structures and mitigation measures with value orientations and constraints, and (ii) incorporating peer influence and spatial targeting. Furthermore, we argue for a policy mix combining incentives, behavioural tools, regulation, and peer-to-peer learning. Finally, we suggest how these typologies can inform Agent-Based Models for ex-ante policy assessments.
DOI: 10.6084/m9.figshare.7732196.v2
title: Functional annotation of Podosphaera xanthii transcriptome

description: Functional annotation of the <i>de novo</i> assembled transcriptome of <i>Podosphaera xanthii.</i><i></i>
DOI: 10.6084/m9.figshare.28979084.v3
title: 1.1. Questionnaire - Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level

description: Questionnaire as instrument research for research title "Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level".
DOI: 10.6084/m9.figshare.1372289.v1
title: LIBRARY RESOURCES AND SERVICES IN INDIAN INSTITUTE OF MANAGEMENT

description: The present study describes role of the Indian Institute of Managements (IIMs) in higher education and research in the discipline of management in the country. Each IIM has a well resourced library to support and encourage their academic and research work. This paper expansively studies execution, the resources and services of these libraries. The level of automation, ease of access of ICT infrastructure, access to electronic resources and digital library initiatives taken by these libraries are discussed. These information centers are an integral part of the IIM Systems and are highly treasured by their users for their services, extremely skilled staff, and trouble-free to use collections. It is recommended that these libraries need to move to the next level of technological up-gradation including application of cloud computing to advance their resources and services.
DOI: 10.23645/epacomptox.28669163.v1
title: A Machine Learning Approach to Molecular Initiating Event Prediction using High Throughput Transcriptomic Chemical Screening Data (ORD-064267)

description: Data for "A Machine Learning Approach to Molecular Initiating Event Prediction using High Throughput Transcriptomic Chemical Screening Data"Science Inventory, CCTE products: https://cfpub.epa.gov/si/si_public_search_results.cfm?advSearch=true&showCriteria=2&keyword=CCTE&TIMSType=&TIMSSubTypeID=&epaNumber=&ombCat=Any&dateBeginPublishedPresented=07/01/2017&dateEndPublishedPresented=&dateBeginUpdated=&dateEndUpdated=&DEID=&personName=&personID=&role=Any&journalName=&journalID=&publisherName=&publisherID=&sortBy=pubDate&count=25
DOI: 10.6084/m9.figshare.13028255.v1
title: COMBINE: a Coalesced Mammal Database of Intrinsic and extrinsic traits

description: COMBINE is a taxonomically integrated database of mammal traits obtained from published sources, in which we maximized trait number and coverage without compromising data quality. COMBINE contains information on 54 traits for 6,234 extant and recently extinct mammal species, including information on morphology, reproduction, diet, biogeography, life-habit, phenology, behavior, home range and density. Additionally, we calculated other relevant traits such as habitat and altitudinal breadths for all species and dispersal for terrestrial non-volant species. All data are compatible with the taxonomies of the IUCN Red List v. 2020-2 and PHYLACINE v. 1.2. Missing data were adequately flagged and imputed for non-biogeographical traits with 20% or more data available. We obtained full data sets for 21 traits such as female maturity, litter size, maximum longevity, trophic level and dispersal, providing imputation performance statistics for all. This data set will be especially useful for those interested in including species’ traits in large-scale ecological and conservation analyses.
DOI: 10.15468/dl.uxspu4
title: Occurrence Download

description: A dataset containing 266310 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 Ranunculus repens 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 266310 records from 397 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013485-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.