cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27301494.v2
title: Evaluation of: image feature quantization effects on object grasp pose estimation in a tabletop manipulation environment; of high-level planner accuracy on a prepared set of simple command permutations

description: A small data set that was used to test the effects of quantizing pixel-wise embedding vectors in an open-set image segmentation and spatial mapping system. Contains:rgb images of the scenesdepth images of the scenesground truth reference positions and grasp poses generated semi-automatically by human labelersinferred object grasp poses using two different mapping systems, a 2.5d approach processing the RGB-D images from a Zivid camera directly, and a 3d approach integrating multiple RGB-D images from a realsense camera into an octree occupancy map data structureAddition: a supplementary data set including the outputs from evaluating an LLM-based high-level planner on a set of natural language queries has been appended.<br>
DOI: 10.6084/m9.figshare.28555268.v1
title: <b>Silva et al </b>- Spatiotemporal overlap is more important than abundance and trait matching

description: In this research, we investigated the influence of three ecological drivers on plant-pollinator interactions in urban green spaces of a tropical metropolis. We conducted this research because the relative importance of these drivers may change according to the ecological and environmental context.
DOI: 10.17632/t62k6dxmzv
title: Development and Initial Validation of the Two-dimension Time Poverty Scale

description: Time poverty, characterized by the chronic feeling of having too much to do and not enough time to do it, is a prevalent issue in contemporary society. Given that people may hold different motivations for what they do, time poverty can result from either having too many “have-to” do things (controlled motivation) or too many “want-to” do things (autonomous motivation). To facilitate a more nuanced understanding of how different kinds of time poverty impact people’s lives, the current research developed a two-dimensional time poverty scale (TP-2) to capture the two kinds of time poverty with two studies. In Study 1 (N = 470), an initial item pool comprising 22 items was developed. Exploratory factor analyses obtained 14 items after removing items with poor loading, and confirmatory factor analyses confirmed a bifactor solution with two auxiliary factors. The results suggested that the TP-2 has good reliability and construct validity. Study 2 (N = 250) replicated the bifactor solution and established the measurement invariance, as well as concurrent, convergent and discriminant validity of TP-2. Importantly, this study found that a higher level of time poverty due to too many “have-to” do things (TP-H) is significantly associated with negative affect and life satisfaction, while the effects of time poverty due to too many “want-to” do things (TP-W) on these outcome variables are nonsignificant. The TP-2 can assist researchers in distinguishing different forms of time poverty and enable individuals to understand their dominant type of time poverty and how to better cope with it.
DOI: 10.25386/genetics.6957152.v1
title: Supplemental Material for Hoffmann et al., 2018

description: Table S1: Ancestry association. Table S2: BMI by ethnicity/nationality for GERA. Table S3: extended novel GERA results in the replication in GIANT. Table S4: Previously known BMI loci. Table S5: SNPs GWAS significant in the meta-analysis of GERA and GIANT. Table S6: Conditional SNPs. Table S7: Sex heterogeneity test. Table S8: Age heterogeneity test. Table S9: Credible sets. Table S10: BMI-associated variants annotation. Table S11:BMI x age pairwise heritability interactions. Figure S1: Age- and sex-adjusted BMI distribution in GERA ethnicity groups. Figure S2: BMI Manhattan and Q-Q plots. Figure S3: Locus plots. Figure S4: GIANT Manhattan imputed SNPs. Figure S5: Effect size comparisons amongst GERA, GIANT, and UKB. Figure S6: dominance Q-Q plot. Figure S7: Epistasis Q-Q plot. Figure S8: Sex effect size differences. Figure S9: sex effect size differences Q-Q plot. Figure S10: Age differences Q-Q plot.
DOI: 10.17632/bwyp3x6s5t
title: X-ray diffraction analyses of the synthesized magnetite

description: The analysis results have shown that the magnetite crystals have a spinel structure (JCPDS Card 19-0629).
DOI: 10.6084/m9.figshare.12173610.v2
title: Digitized polygons of Marine Protected Areas.

description: Shapefiles for geographic information systems with high-resolution digitized polygons of Marine Protected Areas.
DOI: 10.6084/m9.figshare.21384636.v1
title: Ball-and-stick models of the ethane molecule

description: Ethane is an organic chemical compound. At standard temperature and pressure, ethane is a colorless, odorless gas. Its chief use is as feedstock for ethylene production. Related compounds may be formed by replacing a hydrogen atom with another functional group; the ethane moiety is called an ethyl group. For example, an ethyl group linked to a hydroxyl group yields ethanol, the alcohol in beverages. At standard temperature and pressure, ethane is a colorless, odorless gas. It has a boiling point of -88.5 degrees Celsius and melting point of -182.8 degrees Celsius. Solid ethane exists in several modifications. On cooling under normal pressure, the first modification to appear is a plastic crystal, crystallizing in the cubic system. In this form, the positions of the hydrogen atoms are not fixed; the molecules may rotate freely around the long axis. Ethane is only very sparingly soluble in water. Contributor: Junjie Chen, ORCID: 0000-0001-5055-4309, E-mail address: komcjj@gmail.com, Department of Energy and Power Engineering, School of Mechanical and Power Engineering, Henan Polytechnic University, 2000 Century Avenue, Jiaozuo, Henan, 454000, P.R. China
DOI: 10.6084/m9.figshare.27950672.v1
title: Multi-omics insights into the pathogenesis of diabetic cardiomyopathy: epigenetic and metabolic profiles

description: Diabetic cardiomyopathy (DbCM), a complex metabolic disease, greatly threatens human health due to therapeutic limitations. Multi-omics approaches facilitate the elucidation of its intrinsic pathological changes. Metabolomics, RNA-seq, proteomics, and assay of transposase-accessible chromatin (ATAC-seq) were utilized to elucidate multidimensional molecular alterations in DbCM. In the heart and plasma of mice with DbCM, metabolomic analysis demonstrated significant differences in branched-chain amino acids (BCAAs) and lipids. Subsequent RNA-seq and proteomics showed that the key genes, including BCKDHB, PPM1K, Cpt1b, Fabp4, Acadm, Acadl, Acadvl, HADH, HADHA, HADHB, Eci1, Eci2, PDK4, and HMGCS2, were aberrantly regulated, contributing to the disorder of BCAAs and fatty acids. ATAC-seq analysis underscored the pivotal role of epigenetic regulation by revealing dynamic shifts in chromatin accessibility and a robust positive correlation with gene expression patterns in diabetic cardiomyopathy mice. Furthermore, motif analysis identified that KLF15 as a critical transcription factor in DbCM, regulating the core genes implicated with BCAAs metabolism. Our research delved into the metabolic alterations and epigenetic landscape and revealed that KLF15 may be a promising candidate for therapeutic intervention in DbCM.
DOI: 10.6084/m9.figshare.28227419.v1
title: Oral cancer KAP study of oral health professionals in Addis Ababa, Ethiopia.xlsx

description: The study aimed at assessing the knowledge, attitudes and practices of oral health professionals about oral cancer. The study was approved by St.Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia.Cross-sectional analytical study design was employed. The study was conducted in Addis Ababa, which is the capital city of Ethiopia from December, 2022-February, 2023. A total of 370 oral health professionals were invited to participate in the study. The data were collected using self-administered, paper based, structured questionnaire.Of 370 invited oral health professionals, 278 responded (75% response rate).
DOI: 10.6084/m9.figshare.28868594.v1
title: Gender and Neuropsychological Profiles Using Graphological Analysis_ PI Sheet and IC Form

description: Participation Information Sheet and Informed Consent Form used in this study.
DOI: 10.6084/m9.figshare.28925942.v1
title: <b>Dataset on Event and Recreation Tourism Trends, Impacts, and Opportunities with Focus on Uzbekistan (2019–2024)</b>

description: <i>"This Data Report presents a curated dataset capturing global and regional trends in event and recreation tourism from 2019 to 2024, with a particular focus on Uzbekistan’s emerging market. Data were derived from industry reports (e.g., World Bank, UNESCO, Statista, Grand View Research, Greenpeace), government publications (Uzbekistan State Tourism Committee), and academic sources, compiling economic impact values, tourist preferences, and sustainability indicators. The dataset covers global event tourism market growth, economic valuation, tourist preferences (including event-driven travel, millennial participation, sustainability demand), and comparative impacts (CO2 emissions, overtourism risk, infrastructure investment). Data collection occurred Dec 2023–Mar 2024. Duplications and pre-2019 data were excluded; only verified sources retained. Normalization applied where needed. This dataset provides a foundation for research in tourism economics, cultural tourism development, sustainability integration, and policy analysis, comparing Uzbekistan with global benchmarks."</i>
DOI: 10.6084/m9.figshare.28938725.v1
title: Raw data

description: Focusing on public awareness surrounding type 1 and type 2 diabetes and its effects on the South Asian community.
DOI: 10.6084/m9.figshare.5868726.v1
title: Male guppy (Poecilia reticulata) photographs from five Trinidad locations in 2017

description: Photographs taken of mature male guppies in summer 2017 in 1-2 locations in each of three main drainages on Trinidad. Males were haphazardly sampled in stream reaches from 0.02-0.40 km in length, depending on the density of adult males present. Males were anesthetized in MS-222 and photographed anytime from late morning to early afternoon in partly shaded to exposed areas. A tab delimited text key to all photographs has been included as well.
DOI: 10.17632/66fvpkww3r
title: Data for: Heavy metal pollutants and their spatial distribution in surface sediments from Thondi coast, Palk Bay, South India

description: The concentration of heavy metals and their spatial distribution in surface sediments (24 samples, 8 transects) collected from the Thondi coast, Palk Bay, South India were analysed in this study. The sediment grain size, pH, EC, and heavy metal concentrations (Mn, Fe, Cr, Zn, Cd, Ni, Cu, and Pb) were determined and the values for the geoaccumulation index (Igeo), enrichment factor (EF), potential contamination index (Cp), potential ecological risk index (PERI), contamination factor (CF), modified contamination degree (mCd), degree of contamination (Cd), and potential contamination factors (Cp) were calculated based on their background values to determine the pollution level of the study area.
DOI: 10.6084/m9.figshare.27249099.v1
title: Global_1km_LSP_1982_2018_MODIStile

description: <b>A global 1 km phenology dataset (1982–2018) utilizing the spatiotemporal fusion of MODIS and AVHRR data</b>
DOI: 10.6084/m9.figshare.28148204.v1
title: Raw data

description: Introduction: Premenstrual dysphoric disorder (PMDD) is a cyclical mooddisorder that severely affects the daily life of women of reproductive age.Most of the medications being used clinically have limitations such as lowefficacy, side effects, and high cost, so there is an urgent need to discoversafer and more effective medications. Rutin is a natural flavonol glycoside withvarious pharmacological properties including antidepressant. The study of theefficacy and mechanism of action of rutin in PMDD-depressed subtype modelrats plays an important role in the discovery of new drugs for thetreatment of PMDD.Methods: Binding of rutin to gamma-aminobutyric acid type A receptors (GABAAreceptors) was probed using molecular docking, microscale thermophoresis,radioactive receptor ligand binding assay and cell membrane clamp experiment.Behavioral tests in mice were performed to screen the optimal dose of rutin.Behavioral tests were performed to evaluate the effects of rutin on depressedmood, memory impairment, and social impairment in PMDD-depressed subtypemodel rats. HE staining and Golgi staining were performed to observe theneuronal damage in rat hippocampus. UHPLC-MS/MS targeted metabolomicswas performed to detect the changes of neurotransmitter content in rathippocampus. PCR array to detect the effect of rutin on mRNA expression ofGABAA receptor partial subunits in rat hippocampus.Results: The docking score of rutin with the GABAA receptor benzodiazepine site was −11.442 and the gliding score was −11.470. The Kd of rutin with the GABAA receptor (α1β2γ2) was 1.17 ± 0.89 μM. Rutin competed with [H3 ]-flunitrazepam for the GABAA receptor benzodiazepine site and inhibited the inward flow of chloride ions (P &lt; 0.05). In PMDD-depressed subtype rats, rutin alleviated depressed mood, memory impairment and social impairment, ameliorated hippocampal neuronal damage and reduces gamma-aminobutyric acid (GABA) and acetylcholine (ACh) levels (P &lt; 0.05). Moreover, we found that rutin did not affect the relative mRNA expression of GABAA receptor subunits in rat hippocampus.Discussion: Overall, rutin alleviated depressed mood, memory impairment andsocial impairment in PMDD-depressed subtype rats, which may be related tobinding to GABAA receptor benzodiazepine sites, inhibiting chloride ions inwardflow, ameliorating hippocampal neuronal damage and reducing GABA and AChlevels. The results of this study provide an experimental basis and scientificevidence for the development of new drugs for the treatment of PMDD.
DOI: 10.6084/m9.figshare.28263290.v1
title: Supplementary Material (code and data sets from Nokia under CC BY NC ND 4.0 license) for the following paper: L. Madeyski and S. Stradowski, “Predicting test failures induced by software defects: A lightweight alternative to software defect prediction and its industrial application,” Journal of Systems and Software, p. 112360, 2025. DOI: 10.1016/j.jss.2025.112360 URL: https://doi.org/10.1016/j.jss.2025.112360

description: This package (see also https://madeyski.e-informatyka.pl/download/MadeyskiStradowski24Supplement.pdf) includes research artefacts (developed code and datasets from Nokia under CC BY NC ND 4.0 license) required to reproduce the results presented in the paper:Lech Madeyski and Szymon Stradowski, “Predicting test failures induced by software defects: A lightweight alternative to software defect prediction and its industrial application,” Journal of Systems and Software, p. 112360, 2025. DOI: 10.1016/j.jss.2025.112360 URL: https://doi.org/10.1016/j.jss.2025.112360 Highlights from the paper:We propose a Lightweight Alternative to Software Defect Prediction (LA2SDP)The idea behind LA2SDP is to predict test failures induced by software defectsWe use eXplainable AI to give feedback to stakeholders \& initiate improvement actionsWe validate our proposed approach in a real-world Nokia 5G test processOur results show that LA2SDP is feasible in vivo using data available in Nokia 5G<br>
DOI: 10.6084/m9.figshare.28945718.v1
title: Data set on peptides with anti-arboviral activity

description: Dataset with positive and negative cases of peptides with antiarboviral dataset.Regarding the selection of the negative dataset, the following was performed: for each sequence of a certain length in the positive set, five sequences of the same length were randomly selected from the antiviral negative set (EX_starPep_AV, of 10771 peptides) in the AMPDiscover database (https://biocom-ampdiscover.cicese.mx/dataset). This was done to maintain the length distribution of positive cases. Considering the stochastic nature of this methodology, five samples were considered, thus constructing five datasets for training and testing classification methods. Additionally, entries in our positive dataset are also displayed as a .xlsx file with the following column description:A. “#” attribute is the number of the peptide sequence in the table.B. “ID” attribute is the code or name of the peptide.C. “Sequence” is the sequence of amino acids of the peptide.D. “Virus” names the virus in which the peptide has a probed activity.E. “Target(s)” indicates the part or component of the virus where the peptide has its activity.F. “Mechanism(s) of Action” describes where the peptide inhibitory action has effect on the virus(no recuerdo como describer… ciclo de vida del virus???)G. “Year”, the year of publication of the study where the peptide is mentioned.H. “Design Method” indicates where the study was experimental or computational.I. “Experimental test” explains if the experimental study was in vivo or in vitro. In the case of computational studies says what kind of simulation was performed.J. “Reference (link)” shows the URL or DOI of the study where the peptide and its activity was mentioned.K. “Original Reference (link)” shows the URL or DOI of the first study where the peptide and its activity was mentioned.L. “Inhibitory concentration” is the documented inhibitory concentration of the peptide as it is mentioned in the reference study.
DOI: 10.6084/m9.figshare.7710794.v1
title: Distributional patterns of Aptian-Albian paleoichthyofauna of Brazil and Africa based on Track Analysis

description: ABSTRACT The Aptian-Albian paleoichthyofauna in Brazil and Africa is quite diverse, yet their geographic patterns still require accounts. This work consists of a panbiogeographical analysis of paleoichthyofauna from Aptian-Albian through track analysis. Geographic coordinates were obtained and converted into paleocoordinates. Individual Tracks (ITs) and Generalized Tracks (GTs) were built with the aid of ArcView GIS v3.2 program using Trazos2004 extension. As a result, four GTs and tree Biogeographic Nodes (A, B and C) had been identified. GTs 1 and 2 shows two different faunas. GT3 indicates similarity between Brazil and Africa paleoichthyofauna suggesting the break-up of Gondwana as the event that separated it. GT4 represents a probable local seaway produced by transgressions. In the Node A a unique fauna was found indicating the presence of a third biota with its own characteristics. Node B is associated with the break-up of the supercontinent Gondwana. Node C was related to fauna exchange promoted by marine ingression and epicontinental seas that occurred during Aptian-Albian. We concluded that there is a relationship between the distributional patterns of biota and events such as the break-up of Gondwana, the formation of Atlantic Ocean and eustatic movements that affected South America and Africa.
DOI: 10.6084/m9.figshare.12148893.v1
title: covid_symptoms_table.csv

description: COVID Symptom Tracker April 7 (taken from https://www.nature.com/articles/d41586-020-00154-w)
DOI: 10.6084/m9.figshare.16784008.v1
title: Mindful Lawyering Wellbeing Data.xlsx

description: Pre/post non-randomized, quasi-experimental study of how mindfulness training affects the well-being of law students. Includes DASS, PANAS, AUDIT, and FFMQ.
DOI: 10.6084/m9.figshare.24147840.v1
title: Data from: The relationship between primate distal fibula trabecular architecture and degree of arboreality, phylogeny and size

description: R code: code for data extraction and analysis in RTable S1: raw data and information on specimenstimetree: time-calibrated phylogeny used in the studySupplementary Material: additional methods and additional results<br><br>
DOI: 10.17632/g7bdysjxnj
title: Spanish beaches database

description: A complete description of each beach is provided, including physical conditions (such as length, width, location, type of sand, composition, existence of a promenade, etc.), environmental aspects (such as protected areas, vegetation, etc.), town planning and socio-economic aspects (such as urbanisation degree, utilization degree, population of the municipality, distances to the nearest hospital and marinas, nudism, surfing, etc.) and services (such as toilets, footbaths, showers, telephones, rubbish bins, cleaning services, rental services, children's areas, tourist offices, etc.)
DOI: 10.6084/m9.figshare.14410310.v3
title: Gut health Popular Press Data

description: Full article scrape in HMTL
DOI: 10.6084/m9.figshare.27924519.v2
title: The data and code used to analyze how multiple stressors modify virus-host interactions

description: The data and code are used to analyze the impact of environmental stressors on virus-host interaction based on mesocosm experiments.
DOI: 10.6084/m9.figshare.5812932.v1
title: Supplementary Material for: Quantification of Adipose Tissue and Muscle Mass Based on Computed Tomography Scans: Comparison of Eight Planimetric and Diametric Techniques Including a Step-By-Step Guide

description: <b><i>Background:</i></b> Recent scientific work proved that knowledge about body composition beyond the body mass index is essential. Both adipose tissue and muscular status are determining risk factors of morbidity and mortality. Analysis of single cross-sectional computed tomography (CT) images, acquired during routine care only to prevent additional radiation exposure, provide a detailed insight into the body composition of chronically and critically ill patients. <b><i>Methods:</i></b> This retrospective study included 490 trauma patients of whom a whole-body multiple detector CT scan was acquired at admission. From a single cross-sectional CT, we compared eight diametric and planimetric techniques for the assessment of core muscle mass as well as visceral and subcutaneous adipose tissue. Furthermore, we derived formulas for converting the measurement results of various techniques into each other. <b><i>Results:</i></b> For intra- and interobserver reliability, we obtained intraclass correlation coefficients (ICCs) ranging from 0.947 to 0.997 (intraobserver reliability) and from 0.850 to 0.998 (interobserver reliability) for planimetric measurements. Diametric techniques conferred lower ICCs with 0.851–0.995 and 0.833–0.971, respectively. Overall, area-based measurements of abdominal adipose tissue yielded highly correlated results with diametric measures of obesity. For example, the Pearson correlation of visceral adipose tissue and sagittal abdominal diameter was 0.87 for male and 0.82 for female patients. Planimetric and diametric muscle measurements correlated best for lean psoas area and bilateral diametric measurement of the psoas with a Pearson correlation of 0.90 and 0.93 for male and female patients, respectively. <b><i>Conclusion:</i></b> Planimetric measurements should remain the gold standard to describe fat and muscle compartments. Diametric measurements could however serve as a surrogate if planimetric techniques are not readily available or feasible as for example in large registries.
DOI: 10.17632/t3sg6hd3kw
title: Metal–Ligand Redox in Layered Oxide Cathodes for Li-ion Batteries

description: Data used to generate figures.
DOI: 10.6084/m9.figshare.19982081.v1
title: Supplementary material

description: Raw data paper Ecology and Evolution is available here.
DOI: 10.6084/m9.figshare.23815407.v1
title: Supplements - Species delimitation 4.0: integrative taxonomy meets artificial intelligence

description: Supplements of the publication Karbstein et al., 2023: Species delimitation 4.0: integrative taxonomy meets artificial intelligence
DOI: 10.6084/m9.figshare.29066783.v1
title: Figures Data for <b>Optical nonlinearities in a three-dimensional GaAs/Al</b><sub><strong>e</strong></sub><b>Ga</b><sub><strong>1-</strong></sub><sub><strong>e</strong></sub><b>As elliptical quantum ring</b>

description: Figures with data of (<b>Optical nonlinearities in a three-dimensional GaAs/Al</b><sub><strong>e</strong></sub><b>Ga</b><sub><strong>1-</strong></sub><sub><strong>e</strong></sub><b>As elliptical quantum ring under a transverse electric field, morphology, temperature, and pressure effects</b>)