cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/p2dhvhcw27
title: Pranayama Dataset: A Collection of Breathing Exercise Visuals (Images and Videos) for Health and Wellness

description: The "Pranayama Dataset" is a diverse collection of visuals that features five different pranayama postures, including Anulom Vilom, Brahmari, Chandra Bhedan, Surya Bhedan, and Shitali Pranayama. The dataset contains both correct and incorrect postures images and videos, providing a comprehensive resource for practitioners and researchers alike.

What sets this dataset apart is its diversity in terms of environmental and lighting conditions, as well as the various angles from which the images and videos were captured. This allows users to train machine learning models that can better identify and differentiate between correct and incorrect postures in a wide range of settings.

With a total of 3150 images and 80 videos, this dataset is an invaluable resource for machine learning users looking to develop algorithms that can accurately recognize pranayama postures. The dimensions 256 × 256 of the images provide clear visual demonstrations, making it easy for users to train their models effectively.

Overall, the "Pranayama Dataset" is an essential resource for anyone interested in using machine learning to improve their pranayama practice or for researchers looking to better understand the benefits of breathing exercises for health and wellness.
DOI: 10.17632/xbzsd92nhc
title: Data for: Evaluation of user experience and adherence with a mobile app for smoking cessation

description: Research data file contains the appendices referenced in the article. Spreadshets contain the most relevant anonymized information of the participants during the study period.
DOI: 10.6084/m9.figshare.5999684.v1
title: Neonicotinoid insecticides negatively affect performance measures of non-target terrestrial arthropods: a meta-analysis. Ecological Applications. EAP17-0530.R1

description: Data presented here was used in Main et al. 2018 to calculate all meta-analytical statistics including standard mean difference, random effects models, and meta-regression models. Data include source of information (e.g., table, figures, in-text), authors, publication year, reported means, SE, sample size, and specific study variables (e.g., study type, active ingredient, organism evaluated, performance measure). See the corresponding metadata for description of variables.<br><br>The metadata provide a detailed description of all variables listed in the master data file. Note: data files for subset analyses (see attached R code) were created (as necessary) from the master data file; however, all information is the same.<br>
DOI: 10.17632/d32gn92m72
title: Appendix 1: Articles Included in Minocycline Induced Cutaneous Pigmentation Systematic Review

description: Articles Included in Minocycline Induced Cutaneous Pigmentation Systematic Review
DOI: 10.17632/xhpzwcrsmw
title: Adolescent Versus Adult mouse Innate Visual Responses

description: Raw behavior videos of innate visual orienting in house mouse during adulthood and adolescence.
DOI: 10.6084/m9.figshare.13850975.v2
title: Comparative case mapping of public participation in UK energy transitions, 2010-2015.xlsx

description: Mapping of diverse cases of public participation and engagement with the UK energy system and low carbon transitions 2010-2015. The cases are coded according to descriptive characteristics, as well as using an analytical framework which focuses on the construction of publics, issues and models of participation in each case of engagement.
DOI: 10.17632/vrnf87f585
title: Data for: Distinct tectonic activities in Guangxi, China due to large earthquakes on the Longmenshan fault zone
DOI: 10.6084/m9.figshare.25688718.v3
title: Experimental data of the paper "Marine Vegetation Analysis in Esefjorden, Norway through Hierarchical CNN-based Classification"

description: Experimental data for the paper "Marine Vegetation Analysis in Esefjorden, Norway through<br>Hierarchical CNN-based Classification."
DOI: 10.6084/m9.figshare.29053295.v1
title: SRR5836475

description: asdfgasfsdfsd
DOI: 10.6084/m9.figshare.8121314.v1
title: Sustainable and recyclable super engineering thermoplastic from biorenewable monomer

description: Under final revision in Nature Communications.
DOI: 10.17632/gjjhwdkx7v
title: Compositional Data Analysis: A Comprehensive Guide to Using CoDaPack in Geochemistry Part I.

description: In the realm of geochemistry, compositional data analysis (CoDa) plays a crucial role in understanding the relationships between distinct elements in mineral samples. This blog post will explore the effective use of CoDaPack, a specialized software designed for analyzing compositional data. We will cover essential steps, including data preparation, import, transformation, grouping, exporting, and principal component analysis, providing a detailed overview of how to utilize CoDaPack for insightful geochemical analysis.
DOI: 10.17632/stbscwxtsr
title: Inter- and intra-individual variability in black rat’s climbing behavior

description: This dataset was generated during behavioral testing of the black rat Rattus rattus. Our first aim was to test whether black rats can differentiate between open field arenas solely based on the height the arena is in. Our second aim was to assess the repeatability of climbing behavior. The experiment consisted of 12 testing days divided into four three-day blocks separated by a three-day break. During each block, a subject was tested once in each cubic arenas. The arenas differed only in their position and are referred to as the bottom (B), middle (M), and top (T) cube. We noted 12 behaviors and analysed them using linear mixed-effects models (LME). The effect of day proved significant in most variables, with an overall trend of decreasing locomotion and rearing and increasing immobility on later days. The effect of cube proved significant in only two behaviors and we concluded there was no overall effect of the cube. Further, we computed repeatability (adjusted for a day) of each behavior. The estimated values ranged from 0.218 to 0.519, with repeatabilities of vertical behavior (i.e. jumping and climbing related behavior) being generally higher. We concluded that vertical and climbing behavior was stable over time similarly to other types of explorative behavior. Further, vertical and climbing behavior was the main source of variability between black rat individuals which corresponds to their semi-arboreal ecology.
DOI: 10.6084/m9.figshare.15154614.v1
title: Supplementary Material for: Risk-Adjusted Cancer Screening and Prevention (RiskAP): Complementing Screening for Early Disease Detection by a Learning Screening Based on Risk Factors

description: <b><i>Background:</i></b> Risk-adjusted cancer screening and prevention is a promising and continuously emerging option for improving cancer prevention. It is driven by increasing knowledge of risk factors and the ability to determine them for individual risk prediction. However, there is a knowledge gap between evidence of increased risk and evidence of the effectiveness and efficiency of clinical preventive interventions based on increased risk. This gap is, in particular, aggravated by the extensive availability of genetic risk factor diagnostics, since the question of appropriate preventive measures immediately arises when an increased risk is identified. However, collecting proof of effective preventive measures, ideally by prospective randomized preventive studies, typically requires very long periods of time, while the knowledge about an increased risk immediately creates a high demand for action. <b><i>Summary:</i></b> Therefore, we propose a risk-adjusted prevention concept that is based on the best current evidence making needed and appropriate preventive measures available, and which is constantly evaluated through outcome evaluation, and continuously improved based on these results. We further discuss the structural and procedural requirements as well as legal and socioeconomical aspects relevant for the implementation of this concept.
DOI: 10.6084/m9.figshare.19669152.v1
title: supplementary_material_S3.fasta

description: Comparison of the genomes of fives species isolated from hydrothermal vents able to grow by the disproportionation of elemental sulfur<em>.</em><br> <em>Thermosulfurimonas dismutans</em><br> <em>Thermosulfurimonas marina</em><br> <em>Thermosulfurimonas </em>strain F29 <em>Thermosulfuriphilus ammonigenes</em> <em>Dissulfuribacter thermophilus</em> <em>Dissulfurirhabdus thermomarina</em> S
DOI: 10.6084/m9.figshare.21766922.v1
title: Log file of IQTREE individual ML gene trees from each loci in the 75 % complete ultraconserved elements dataset

description: <strong>Log file of IQTREE individual ML gene trees from each loci in the 75 % complete ultraconserved elements dataset</strong>
DOI: 10.6084/m9.figshare.5110753.v3
title: Juniperus thurifera chorology

description: Distribution map of Spanish juniper (<i>Juniperus thurifera</i>)<br><br>These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature.<br>The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). <br>Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br>Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br><br>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.13076876.v1
title: Defour_Metabolic memory_Supplemental material

description: Supplementary material belong to publication by Defour et al. entitled "Probing metabolic memory in the hepatic response to fasting".
DOI: 10.6084/m9.figshare.20436468.v1
title: NA genotypes.xlsx

description: genotype of 188 juvenile sicklefin lemon shark, 12 microsatellite loci
DOI: 10.6084/m9.figshare.13490529.v1
title: Museum specimen information (Supplemental file 1) from Sympatry drives colour and song evolution in wood-warblers (Parulidae)

description: This excel document contains information from the museum specimens used in this study.
DOI: 10.6084/m9.figshare.20712490.v1
title: Alignments for Strunecky et al. 2022

description: This is the final 16S rRNA gene alignment used for Fig. 1.
DOI: 10.6084/m9.figshare.11865825.v1
title: Supplementary Material for: Oral Pharmacological Activation of Hypothalamic Guanylate Cyclase 2C Receptor Stimulates Brown Fat Thermogenesis to Reduce Body Weight

description: Linaclotide is a synthetic peptide approved by the FDA for the treatment of constipation-predominant irritable bowel syndrome and chronic constipation. Linaclotide binds and activates the transmembrane receptor guanylate cyclase 2C (<i>Gucy2c</i>). Uroguanylin (UGN) is a 16 amino acid peptide that is mainly secreted by enterochromaffin cells in the duodenum and proximal small intestine. UGN is the endogenous ligand of <i>Gucy2c</i> and decreases body weight in diet-induced obese (DIO) mice via the activation of the thermogenic program in brown adipose tissue. Therefore, we wanted to evaluate whether oral linaclotide could also improve DIO mice metabolic phenotype. In this study, we have demonstrated that DIO mice orally treated with linaclotide exhibited a significant reduction of body weight without modifying food intake. Linaclotide exerts its actions through the central nervous system, and more specifically, via <i>Gucy2c</i> receptors located in the mediobasal hypothalamus, leading to the activation of the sympathetic nervous system to trigger the thermogenic activity of brown fat stimulating energy expenditure. These findings indicate for first time that, in addition to its effects at intestinal level to treat irritable bowel syndrome with constipation and chronic constipation, linaclotide also exerts a beneficial effect in whole body metabolism.
DOI: 10.17632/6bk895tzdp
title: Mitochondrial function in PBMCs of healthy donors and ME/CFS patients (CTRL + whole-body hyperthermia)

description: These data show the measurement of mitochondrial function in PBMCs. The oxygen consumption rate was measured in ME/CFS patients before and after whole-body hyperthermia treatment (1 hour at 39 °C) and in a healthy control group without treatment. The data show a higher mitochondrial function in ME/CFS patients compared to healthy donors and an increase in oxygen consumption by treatment with wIRA.
DOI: 10.17632/rcs7r2cy6k
title: Dataset on Usability of Incremental Authentication Technique

description: This dataset provides responses received from 1145 respondents that interacted with an incremental password technique. The questions were drafted using the constructs of Unified Theory of Acceptance and Use of Technology (UTAUT) Model
DOI: 10.6084/m9.figshare.17294255.v1
title: Keywords and search strings for generating SDG training sets

description: This table contains the keywords and phrases that were used to generate the training sets based on publications from the Dimensions platform in step 1 of creating a ML based Research classification based on the 17 UN Sustainable Development Goals.Based on publications from the Dimensions platform the resulting SDG classification is freely available at https://www.dimensions.ai/<br> The results of the process and a report ‘Contextualizing Sustainable Development Research’ with results and analysis are available (references underneath)<br> Next to the publications on the Dimensions platform, the resulting research classification is further applied to research grants and data sets.
DOI: 10.6084/m9.figshare.25226363.v2
title: HVSMR-2.0 (cropped_norm)

description: <b>HVSMR-2.0: A 3D cardiovascular MR dataset for whole-heart segmentation in congenital heart disease</b>Patients with congenital heart disease often have cardiac anatomy that deviates significantly from normal, frequently requiring multiple heart surgeries. Image segmentation from a preoperative cardiovascular magnetic resonance (CMR) scan would enable creation of patient-specific 3D surface models of the heart, which have potential to improve surgical planning, enable surgical simulation, and allow automatic computation of quantitative metrics of heart function. However, there is no publicly available CMR dataset for whole-heart segmentation in patients with congenital heart disease. Here, we release the HVSMR-2.0 dataset, comprising 60 CMR scans alongside manual segmentation masks of the 4 cardiac chambers and 4 great vessels. The images showcase a wide range of heart defects and prior surgical interventions. The dataset also includes masks of required and optional extents of the great vessels, enabling fairer comparisons across algorithms. Detailed diagnoses for each subject are also provided. By releasing HVSMR-2.0, we aim to encourage development of robust segmentation algorithms and clinically relevant tools for congenital heart disease.<i>cropped_norm</i>: Manually cropped CMR images <i>pat#_cropped_norm.nii.gz</i> after image normalization, with corresponding whole-heart segmentations <i>pat#_cropped_seg.nii.gz</i> and endpoints files <i>pat#_cropped_seg_endpoints.nii.gz</i>.<br>
DOI: 10.6084/m9.figshare.5878777.v1
title: Spontaneous eye blink rate and dopamine synthesis capacity: Preliminary evidence for an absence of positive correlation

description: <b>Data related to the paper titled:</b>Spontaneous eye blink rate and dopamine synthesis capacity: Preliminary evidence for an absence of positive correlation<b>Authored by: </b>Guillaume Sescousse Romain Ligneul Ruth J. van Holst Lieneke K. Janssen Femke de Boer Marcel Janssen Anne S. Berry William J. Jagust Roshan Cools<br><b>Published in:</b>European Journal of Neuroscience
DOI: 10.6084/m9.figshare.7451357.v5
title: A database of atmospheric nitrogen concentration and deposition from a nationwide monitoring network in China

description: Here we present a dataset for inorganic N concentrations and deposition for the period 2010-2015 in China, compiled from the nationwide deposition monitoring network. The dataset comprises information from 32 monitoring sites on concentrations and bulk deposition (wet plus part of dry deposition) fluxes of NH4+-N and NO3--N, air concentrations and dry deposition fluxes of the major Nr species NH3, NO2, HNO3, and particulate NH4+ and NO3-. This unique database is available inter alia to advance understanding of the spatial patterns of inorganic N concentrations and deposition in China and its associated effects, constrain primary Nr (e.g., NH3, NOx) emission inventories, and validate outputs of atmospheric chemistry and transport models. <br>
DOI: 10.17632/4f384xrbhm
title: Data on Toothbrushing Study Comparing Infrared-based Motion Tracking versus Video Observation

description: Here we present raw data on toothbrush position as determined by an automated motion tracking (MT) capability and by human video observation (VO). The MT system was developed for use in studies of toothbrushing habits as a potential substitute for the VO tool. The data was collected in 103 subjects who brushed with either a manual or a powered toothbrush. Forty-six subjects completed 2 brushing sessions; the second brushing session took place after subjects had received video instruction aimed at improving their brushing systematics. In each brushing session, 2 CSV files were generated: 1 file from MT and 1 file from VO. Filenames are coded with the internal labelling of the subject (first 4 numbers), labelling of the first or second brushing session (“001” or “002”), labelling of the toothbrush device (P: power toothbrush, M: manual toothbrush) and labelling indicating whether the subject was a left- (“L”) or right-handed (“R”) user.
DOI: 10.6084/m9.figshare.25076132.v2
title: Model-Free Statistical Inference on High-Dimensional Data

description: This article aims to develop an effective model-free inference procedure for high-dimensional data. We first reformulate the hypothesis testing problem via sufficient dimension reduction framework. With the aid of new reformulation, we propose a new test statistic and show that its asymptotic distribution is χ2 distribution whose degree of freedom does not depend on the unknown population distribution. We further conduct power analysis under local alternative hypotheses. In addition, we study how to control the false discovery rate of the proposed χ2 tests, which are correlated, to identify important predictors under a model-free framework. To this end, we propose a multiple testing procedure and establish its theoretical guarantees. Monte Carlo simulation studies are conducted to assess the performance of the proposed tests and an empirical analysis of a real-world dataset is used to illustrate the proposed methodology. Supplementary materials for this article are available online including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.25944268.v1
title: Fish morphometrics analysis

description: Raw data set and R code used in the analysis for the manuscript "Relationships between body length and bony structure measures in North American temperate freshwater fishes."
DOI: 10.17632/df9s2gkfdd
title: Data for the article: Heterogeneous effect of aging temperature on the fatigue life of additively manufactured thin-walled 18Ni300 maraging steel tubular specimen, Materials & Design, Vol 237, 2024, 112561, https://doi.org/10.1016/j.matdes.2023.112561.

description: The provided Excel file includes the experimental results of fatigue and quasi-static strengths of nominally 0.5-mm thick tubular specimens of LPBF 18Ni300 maraging steel with respect to the aging temperature (AT). The experimental tests were conducted on six batches of unmachined specimens: non-aged and age-hardened for 6 h at different temperatures, i.e., 450, 470, 490, 530, and 585 °C.
DOI: 10.17632/hmzt5c3tc7
title: Upper limbs fitts' task - global exercise versus focused handwriting exercise training in Parkinson’s disease

description: Considering PwPD rehabilitation, some interventions prioritise global training such as aerobic exercise, aquatic therapy, dance, strength/resistance, balance training, and endurance training, while others focus on upper limb specific training such as hand exercises, and writing activities. In our previous studies we found improvement in motor symptoms in favour of the exercise group and improvements in writing amplitude in favour of the handwriting group. However, there is still a gap in the knowledge: “What is the influence of global and specific movements in the improvement in accuracy and speed?”. The answer for this question would help clinicians to understand how to promote better clinical treatments in order to improve the accuracy and speed of PwPD, improving their functional movements.
Seventy PwPD, right-side dominant were randomised 1:1 into two six-month training protocol groups; 35 PwPD performed global exercise training and 35 specific training (handwriting upper limb exercise movements). Assessments of speed-accuracy and trade-off were carried out at baseline, at 3 and 6 months of training, and at a 12-month follow-up.
DOI: 10.17632/p58k2bd6t5
title: SARS-CoV-2 Infection of Pluripotent Stem Cell-derived Human Lung Alveolar Type 2 Cells Elicits a Rapid Epithelial-Intrinsic Inflammatory Response. Huang et al

description: Table S1
DOI: 10.17632/s9xttsg25b
title: Insight on biogas potential data of cattle manure and olive cake for stimulating investigation on farm and commercial scale production

description: The dataset linked with the data in brief article on biogas potential of cattle manure and olive cake.
DOI: 10.6084/m9.figshare.11536332.v4
title: Databases, R script and accessory functions used for Los Santos plot analysis

description: R script (Methods for Pescador et al 2020 JVS.R), databases (Covariates. RData and PPP_plants.RData) and additional functions (Accessory functions.R) used in the paper "Tales from the underground: soil heterogeneity and not only aboveground plant interactions explain fine-scale species patterns in a Mediterranean dwarf-shrubland" by David S. Pescador, Marcelino de la Cruz, Julia Chacón, Javier Pavón-García and Adrián Escudero.<br>Databases include two R lists, one (Covariates.RData) with the covariates used in the models fixed in the paper and the other with the planar point pattern of two species (<i>Linum suffruticosum </i>and <i>Helianthemum hirtum</i>) present in the community sapled. <br>
DOI: 10.6084/m9.figshare.28462610.v1
title: Dataset & Output

description: Social media capital, a distinct dimension of social capital that emerges from social connections and interactions on social media, plays a pivotal role in shaping how individuals engage and interact within digital networks, especially in the realm of political engagement. While this emerging concept has gained increasingly scholarly attention, further exploration is necessary to uncover the intricate interplay between social media use, gender inequality, and online political behaviors.