cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/cs7kmcfxtg
title: The impact of social media on attitudes towards farm animal welfare

description: Social media may enhance attitude change through social influence, repeated exposure and persuasion, and can easily influence public opinion if uninformed. No current research has identified the effects of social media on attitudes towards farm animal welfare (FAW), despite animal issues being the most posted and discussed non-profit issue on Facebook and Twitter. The identification of effects may benefit producers and organizations and improve FAW, as consumers determine standards; this is particularly relevant due to the potential effects of veganism, Brexit and the growing population. An anonymous survey covering social media use, FAW views and demographics was produced on Google Forms and shared via Facebook, email and Survey Tandem. Responses (n=180) were transferred to Microsoft Excel and SPSS for graphs, mode, Spearman’s rank correlation, Pearson’s chi-square test of independence, and linear-by-linear association, and comments were categorized in Microsoft Word. A Spearman’s rank correlation found a moderate positive correlation between frequency of seeing posts and interest in improving FAW (P=0.001) and most participants saw more negative posts (66.7%). More participants followed or liked animal groups (28.3%) than farming groups (7.8%) and most participants mainly found information through social media posts (43.9%). However, a linear-by-linear association showed no significant association between finding information mainly through social media and FAW familiarity (P=0.062), suggesting those who obtained information this way felt equally knowledgeable. Greater social media presence could increase interest in FAW, especially important for farming groups because of their lower popularity, and positive or educational posts could be more beneficial than negative ones. Moreover, the public should be made aware of issues with relying on social media for information, and of different sources available. Further research could investigate specific social media platforms or other animal welfare contexts.
DOI: 10.6084/m9.figshare.8953124.v1
title: Demonstration Tray Data

description: Data stored in a zipped ~1.5Gb MATLAB .mat file.<br>---<br>See [Sena, Howard 2019] for full details on data collection, summary below (link 1 in references).<br>---<br>Data formatted to follow similar internal 's' structure as [Calinon 2015] (link 2 in references).<br><br>----<br>Loads a struct 'groups'. Contains data from a 4 x 3 mixed ANOVA style study.<br>Condition 1: No FeedbackCondition 2: Replay FeedbackCondition 3: Batch FeedbackCondition 4: Selected Feedback<br>See [Sena, Howard 2019] for full details on test conditions (link 1 in references).<br><br>----<br>Data collected from novice participants using a Rethink Robotics Sawyer collaborative robot to perform a horticultural tray sorting manipulation task. <br>---<br>4 groups, one for each condition.Each group contains:- demos : Set of data collected from users-- Each row in demos represents a participant.-- Each column represents an attempt at the assigned condition.-- Contains sub structs containing the experiment data for each attempt (demonstration data trajectories, etc.)- repos : Set of data generated with TP-GMR model, as described in [Sena, Howard 2019]-- Rows and columns same as demos, but all data is generated from the model.-- Same sub structs as demos, except there will be 100 trajectories (one for each target plant in the experiment tray).<br>---<br>This experiment was conducted with ethical approval granted by King's College London Research Ethics Committee under LRS-17/18-5549.<br>
DOI: 10.17632/8k7wfh5j9h
title: Flumen irrigat. 1975

description: Scans of paper contact copies of aerial photographs with the wax pencil marks by the soil surveyors in 1975. The survey area is the land irrigated by the Canal of Flumen at the left side of the River Flumen in the province of Huesca, Spain.
DOI: 10.17632/6crcy92jkz
title: TPACK DataSet

description: Examining the Factors Related to the Technological Pedagogical and Content Knowledge (TPACK) Levels of Social Studies Teacher Candidates
DOI: 10.17632/frsfpgnsyz
title: A low-cost high-throughput maize phenotyping platform to study plant growth-promoting bacteria

description: The multispectral image data from Yassue et al. 2022. A low-cost greenhouse-based high-throughput phenotyping platform for genetic studies: a case study in maize under inoculation with plant growth-promoting bacteria.
DOI: 10.17632/vjv6kptrvj
title: Supplemantary material: On mesh refinement procedures for polygonal virtual elements

description: This data set represents the supplementary material for the paper "On mesh refinement procedures for polygonal virtual elements" written by D. van Huyssteen, F.L. Rivarola, G. Etse, and P. Steinmann.
DOI: 10.6084/m9.figshare.20506557.v2
title: Lipid composition of blubber from bottlenose dolphin

description: This raw data includes the results obtained from LC-MS/MS and MultiQuant. Briefly, blubber samples were collected from 22 dead bottlenose dolphins stranded along the Yucatan coast between 2016 and 2019. All the collected samples were authorized by the Secretary of Environmental and Natural Resources of Mexico (SEMARNAT) with permits No. SGPA/DGVS/02797/16, SGPA/DGVS/00403/17, SGPA/DGVS/007603/18 and SGPA/DGVS/06727/19. Lipid extraction was carried out using the Bligh and Dyer method. All samples were analyzed using an Ultra-High-Performance Liquid Chromatography system coupled to a QTrap 6500 mass spectrometer. Relative concentrations from a total of 1141 lipid species were calculated based on the concentration of the internal standard using MultiQuant software. <br>
DOI: 10.17632/wwykk8d48g
title: Supplementary Data for "Differential correction of gender imbalance for top-cited scientists across scientific subfields over time"

description: A look at gender imbalance amongst top cited authors. The term "breakdown" as it appears here means aggregate counts in the following list: author_count_total, author_count_top_2_pct, author_count_top_2_pct_sy, author_count_total_male, author_count_top_2_pct_male, author_count_top_2_pct_sy_male, author_count_total_female, author_count_top_2_pct_female, author_count_top_2_pct_sy_female, author_count_total_unknown, author_count_top_2_pct_unknown, author_count_top_2_pct_sy_unknown. The analysis done produces the following computed field: Femaleprop: The number of female authors in the top 2pct of cited authors over all genderized authors in the top 2pct of cited author for entire career Femalepropsy: The number of female authors in the top 2pct of cited authors in 2021 over all genderized authors in the top 2pct of cited authors for entire career calculated for 2021 only Difference: Femalepropsy - Femaleprop Fmtoppropensity: For each cohort and subfield the product of (total male authors/total number of female authors) * (total female authors in the top 2pct of cited authors in 2021/ total male authors in the top 2pct of cited authors in 2021) or more simply. total male to female ratio * ratio of female to male authors int the top 2pct of cited authors in 2021.
DOI: 10.6084/m9.figshare.19665573.v2
title: Ipomoea batatas

description: The fasta file and gb file for mitogenome.
DOI: 10.6084/m9.figshare.3756438.v1
title: Reverse Illumina Sequences of Post Larvae

description: Illumina Raw Sequences for <i>Macrobrachium koombooloomba</i><br>
DOI: 10.6084/m9.figshare.23591850.v1
title: Data: Large-scale genotypic identification reveals density-dependent natal dispersal patterns in an elusive bird of prey

description: This data is produced for white-tailed eagle population study at the University of Turku, Finland, to study density-dependence in natal dispersal. Data consists of 285 white-tailed eagle individuals in Finland. For each individual the natal dispersal distance and local breeder density (number of active territories) within 10 km and 30 km buffer is included.
DOI: 10.6084/m9.figshare.29146292.v3
title: Supplementary Material for review (Revealing the co-occurrence patterns of the group emotions from social media data)

description: <b>For detailed introduction, please download the zip and read the README.docx file</b>This dataset and code package supports the reproducibility of results from the above-titled paper. It includes raw and processed Weibo data, geographic boundary files, emotion classification outputs, and clustering results.The repository reproduces all tables and figures (Table 1, 3–6; Figure 1–9) and the main abstract metric (38.89%) using Python scripts and standard GIS tools. Code is organized for easy execution, with relative paths and full annotation.Main components:<code>data/</code>: Input and intermediate data<code>code/</code>: Scripts for data cleaning, emotion classification (BERT), clustering, and visualization<code>results/</code>: Outputs from analysis<code>README.docx</code>: Reproduction instructions<code>requirement.txt</code>Recommended environment: Python 3.12+ <code>requirements.txt</code>. .<br>Run <code>main.py</code> for full pipeline or execute scripts individually.Modifying the folder path enables the construction of grids for different cases.Citation for data source:<br>Liu, Z. et al. (2024). <i>Shifting sentiments: analyzing public reaction to COVID-19 containment policies in Wuhan and Shanghai through Weibo data</i>. Humanities and Social Sciences Communications, 11, 1104.<br>
DOI: 10.6084/m9.figshare.5125357.v1
title: Supplementary Material for: Association of <b><i>HSD17B3</i></b> and <b><i>HSD3B1</i></b> Polymorphisms with Acne Vulgaris in Southwestern Han Chinese

description: Acne vulgaris is a very common skin disorder. Previous studies have indicated that genetic background factors play key roles in the onset of acne. Our previous investigation implicated several genes in the androgen metabolism pathway with acne vulgaris in the Han Chinese population. Thus, we further investigated genes and genetic variants that play important roles in this pathway for their relationship with the pathology of acne. In this study, a total of 610 subjects, including 403 acne patients and 207 healthy controls, were genotyped for 15 single-nucleotide polymorphisms in <i>HSD3B1</i> and <i>HSD17B3</i> genes. This study shows that rs6428829 in <i>HSD3B1</i> was associated with acne vulgaris in Han patients from Southwest China, even after adjusting for age and sex. The GG genotype was associated with an increased risk of acne vulgaris (p &lt; 0.05) and G allele carriers were associated with an increased risk of acne vulgaris (p &lt; 0.05). In addition, the haplotype AAT in <i>HSD3B1</i> significantly increased the risk of acne vulgaris in the case-control study (p &lt; 0.05). Furthermore, for another gene in this pathway, <i>HSD17B3</i>, the haplotype H8 was significantly associated with an increased risk of acne vulgaris. Based on these analyses, our study indicates that the cutaneous androgen metabolism-regulated genes <i>HSD3B1</i> and <i>HSD17B3</i> increase the susceptibility to acne vulgaris in Han Chinese from Southwest China.
DOI: 10.17632/ywp3y5j9vv
title: ICRISAT District-Level Data: Heterogeneous Climate Effect on Crop Yield and Associated Risks to Water Security in India

description: This dataset supports the research paper titled "Heterogeneous Climate Effect on Crop Yield and Associated Risks to Water Security in India." It comprises unapportioned district-level data collected by the International Crops Research Institute for the Semi-Arid Tropics (ICRISAT). The dataset consists of an unbalanced panel dataset covering 560 districts from 20 states in India, spanning the time period from 1990 to 2015. It provides comprehensive information on various variables, including climate data and crop yield statistics.
DOI: 10.6084/m9.figshare.13985507.v2
title: Effectiveness of pitfall trapping

description: We aimed to evaluate the effect of the trap diameter size, the fixing solution and their combination on the capture efficacy for harvestmen (Opiliones) and millipedes (Diplopoda). We expected to find a higher species diversity and abundance of both groups in larger traps. We also expected that larger species would be captured less in smaller traps than in larger traps. We used pitfall traps with three different diameter sizes; 3 cm, 5 cm and 12 cm, filled with three types of fixing agents (saturated solution of NaCl, 10:1 mixture of 70% ethanol and glycerol and 4% formaldehyde). Altogether 90 traps representing nine combinations of the trap diameter and fixing solution were placed in the field in the spring and autumn term. The dataset represents the list of recorded species and their epigaeic activities (pooled for spring and autumn period) captured in pitfall traps differing in solution type and diameter size. The mean body sizes of millipedes and harvestmen weighted by the species abundances were calculated for each trap.
DOI: 10.17632/7r4z3p3g4m
title: N&C-TEC: ECG and EEG files

description: Electroencephalogram (EEG) and electrocardiogram (ECG) data in MAT format from 16 subjects. For the study, sixteen (nine men and seven women) undergraduate students were recruited voluntarily. They were between 19 and 25 years old. They were divided into four groups, and two collaborative activities were undertaken with and without noise. EEG and ECG baseline status of each subject was recorded for 3 minutes, the second collaborative activity (without noise) was recorded for 10 minutes and the last collaborative activity (with noise) was also recorded for 10 minutes ECG signals. In this study, with the BIOPAC system, the electrical activity of the heart was recorded at 200 Hz within a bandwidth of 0.1 to 100 Hz using the Einthoven Ⅰ triangle lead. EEG Signals. The recording sites of the MUSE headband were mounted according to the 10/20 International System, and four EEG channels were recorded at 220 Hz within a bandwidth from 0.1 to 100 Hz. The EEG channels were: AF7, AF8, TP7 and TP8.
DOI: 10.17632/x9np56b8b6
title: Datasets for 'Characteristics and size effects of 3-D micro-fracture structures of tectonically deformed shale based on X-ray tomography and digital image processing technology'

description: Datasets for 'Characteristics and size effects of 3-D micro-fracture structures of tectonically deformed shale based on X-ray tomography and digital image processing technology'. Supplementary data A introduces the calculation method of fracture porosity and geometrical parameters. Supplementary data B contains the spatial attitude angle distribution maps of TDSs.
DOI: 10.6084/m9.figshare.28920773.v1
title: Fungal community raw data used in the article "<i>Land use interacts with climate to influence microbial diversity-to-biomass ratios across Europe via soil organic carbon and nitrogen</i>"

description: This dataset contains raw data on fungal biomass, fungal richness, and fungal richness-to-biomass ratios used in the article <i>'Land use interacts with climate to influence microbial diversity-to-biomass ratios across Europe via soil organic carbon and nitrogen</i>". Metadata characterizing each soil sample in the fungal dataset are also included.
DOI: 10.15468/dl.www3yd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "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 ((17.949 -34.5253,17.9648 -34.5378,17.9648 -34.1504,17.8905 -34.1504,17.949 -34.5253))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012964-250525065834625/datasets/export for details.
DOI: 10.17632/38z7p6fhwn
title: Racial and Ethnic Differences in Males with Melanoma: A Retrospective Cohort Study of 205,125 Cases from the National Cancer Database

description: Supplemental methods
DOI: 10.17632/ptpwy2brg9
title: Data for "Naive and Sophisticated Mixing: Experimental Evidence"

description: Dataset and do files for "Naive and Sophisticated Mixing: Experimental Evidence", by Christian D. Alcocer, Thomas D. Jeitschko and Robert Shupp
DOI: 10.17632/sj4pk75bxc
title: Data for: Erythraline pharmacokinetic study: correlation between kinetic parameters, metabolites and clinical use

description: Pharmacokinetics Erythralin
DOI: 10.17632/z33d3c5d8n
title: Global coastal springs dataset

description: This dataset represents the first extensive global inventory of coastal springs, including both nearshore springs, discharging close to the shoreline, and offshore springs, also known as submarine springs, discharging directly onto the ocean floor. The data was gathered through a systematic bibliographic search following PRISMA guidelines. The final list of studies used to compile the data is presented in the Excel file "References". The spring’s locations were identified directly from documents, and in cases where maps were provided, they were extracted, georeferenced in QGIS, and their coordinates recorded. Additional data on coastal springs, including altitude, lithology, discharge patterns, discharge rates, and salinity, were collected when available. In total, 1,123 springs were identified, comprising 645 offshore springs and 478 nearshore springs, with a significant concentration in the Mediterranean region. The accuracy of each spring's location was verified using Google Earth. To provide context, various geological, hydrological, climatic, land use, and oceanic variables of the coastal watersheds where the springs are located (listed in the Excel file "CWD") were extracted from available global datasets. The inventoried springs and related coastal watersheds are also provided in ESRI shapefile format for quick visualization in GIS platforms. 
Most of these springs are located in Europe and North America, with fewer found in Africa, South America, and southern Asia. This dataset is valuable for hydrogeologists investigating the dynamics of coastal springs across diverse climatic, hydrological, and hydrogeological settings. By analysing the context of these coastal springs, researchers and water managers can identify potential zones for coastal springs and incorporate them into water resource assessments and vulnerability studies. Additionally, the dataset serves as a crucial resource for calibrating and validating geospatial methods used for identifying springs, such as remote sensing techniques. This dataset is intended to serve as a foundational resource for the development of a more detailed global inventory of coastal springs, and it welcomes contributions and updates from researchers worldwide.
DOI: 10.17632/9ssyn8tff5
title: Speak in Colombian Sign Language: A Dynamic LSC70 Database

description: The dynamic LSC70 database consists of a collection of images of Colombian Sign Language (LSC), created to support research in artificial intelligence for developing sign language recognition applications that promote the social inclusion of individuals with hearing disabilities. This database was developed with the participation of 70 volunteers and contains 47 signs in transitions of six frames. It comprises a total of 35,208 images, including signs of the alphabet, numbers, and common words. Additionally, the dataset is divided into three sections: LSC70AN, which includes full-body signs of the alphabet and numbers with a resolution of 640x480 pixels; LSC70ANH, which similarly covers alphanumeric signs but focuses on the dominant hand of the volunteers with a resolution of 120x120 pixels; and LSC70W, which encompasses common words used in basic conversations, such as greetings and identifications, also at 640x480 pixels. Each sign was recorded under uncontrolled lighting and clothing conditions using a cellphone and was later filtered to remove duplicates and enhance the quality of the database. The images are in JPG format and organized in folders by volunteer and sign, facilitating their use in research and the development of sign language recognition models.
DOI: 10.17632/dz4bv26ncd
title: Airfoil 360 v2022: Wind Tunnel Data

description: This data includes lift and drag coefficient data through 360 degrees angles of attack for three airfoils: (1) NACA 0012, (2) NACA 2412, and (3) Selig s1210.  Wind tunnel data was captured for each airfoil at two Reynolds Numbers: 50,000 and 100,000.  Experimental data that captures full circle angles of attack are necessary to generate models that can accurately predict the performance of vertical-axis wind turbines.

Such a set of models is presented in Stringer, D. Blake (2022), “Airfoil 360 v2022: Airfoil Model Matlab(R) Functions”, Mendeley Data, V1, doi: 10.17632/zrhwpwdfn9.1.

Standard wind tunnel correction factors have been applied as outlined in
P. D. Chappell, “Lift-Interference and Blockage Corrections for Two-Dimensional Subsonic Flow in Ventilated and Closed Wind Tunnels,” ESDU, ESDU 76028, 1995. doi: 10.1912/ESDU76028a.

This data was taken in the Kent State University Subsonic Wind Tunnel between 2016 and 2022 by the following undergraduate students:
Sydney Bihn, Dakota Bunner, & Adam Fertig.
DOI: 10.17632/5p562r4c36
title: Data statement Availability, conformity

description: Data statement for Availability, conformity....