cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5662393.v2
title: ILD data

description: This is the data of subjects with interstitial lung diseases from a tertiary care center ion northern India<br>
DOI: 10.17632/9xg52j8tmw
title: Visible-thermal database of rice field

description: The Visible-thermal database of rice field contains 100 pairs of images (100 visible images and 100 thermal (near-infrared) images) with dimensions of 595 x 385 pixels. 
Each image also includes mask image and Ground truth image. In order to identify each plant in both images, a number was assigned to each plant as a tag in both images. These tags are available in the label image. 
This database has been prepared in a paddy located in Amol city of Mazandaran province located in Iran with geographical coordinates (length: 52.453171 and width: 36.601498 and height 12-meters).
Images are taken in natural light. The wind speed at the time of Imaging was 10 km / h (from northwest to southeast). Also, the imaging was done in the third week after planting rice seedlings on the farm.
The T8 thermal imaging camera was used for thermal imaging with output images of 385 x 594 pixels. also, the Sony IMX234 Exmor RS sensor with a 1⁄2.6-inch detector surface area was used for visible imaging. 
The designed imaging system captures both visible and thermal images almost simultaneously from the farm surface. The center of the two cameras in the imaging system is located at a distance of 5 cm from each other and on a screen And all images were taken from a height of 120 cm relative to the water surface on the ground and at a 135-degree angle.
DOI: 10.6084/m9.figshare.9250844.v1
title: Relationship between frontal car-to-car test result and vehicle crash compatibility evaluation in mobile progressive deformable barrier test

description: <b>Objective:</b> In 2020, the world’s first crash compatibility rating test will be introduced in the European mobile progressive deformable barrier (MPDB) test. In this research, the quantitative change in partner protection performance of large vehicles in car-to-car (C2C) impacts was studied if these large vehicles were designed in future based on MPDB tests addressing crash compatibility ratings. <b>Methods:</b> Representative vehicles of the European fleet were selected and a Computer Aided Engineering (CAE) parameter study was conducted. In particular, by changing an indicator of structural interaction performance (SD; i.e., the degree of uniformity of barrier deformation)/mass/stiffness of large vehicles systematically in a step-by-step approach, the compatibility evaluation results of large vehicles in MPDB and the occupant injury score of small vehicles in C2C impacts were compared. The CAE result was evaluated compared to that of C2C physical impact tests. <b>Results:</b> The CAE parameter study showed that in the C2C impact condition, the effects on occupant injury in a small vehicle due to changes in the large vehicle were as follows: (1) SD change: The effect was minor except for small overlap condition. (2) Mass and stiffness change: The effect was relatively major. On the other hand, compatibility evaluation in the MPDB showed a tendency to overestimate the effect of SD change in comparison with the above-mentioned C2C impact condition. In addition, physical impact tests showed that, based on SD evaluation, the large vehicle with a relatively inferior compatibility rating compared to those with superior compatibility ratings showed a contradicting trend of better compatibility performance in the C2C test. <b>Conclusions:</b> The currently proposed compatibility evaluation method of the MPDB test showed some tendency to overestimate the effect of SD change and resulted in quantitatively inconsistent outcomes regarding occupant injury in the partner car in C2C impact conditions.
DOI: 10.17632/nxh4c8ymnn
title: Wettstadt et al. Bacterial TonB-dependent transducers interact with the anti-σ factor in absence of the inducing signal protecting it from proteolysis

description: Raw data from Wettstadt et al. Bacterial TonB-dependent transducers interact with the anti-σ factor in absence of the inducing signal protecting it from proteolysis
DOI: 10.17632/vkzz2bb6mw
title: Data for: Spatial Light Modulated Femtosecond Laser ablated durable superhydrophobic copper mesh for oil-water separation and self-cleaning
DOI: 10.6084/m9.figshare.19249673.v1
title: Nesting jackdaws’ responses to human voices vary with local disturbance levels and the sex of the speaker

description: Data from an experiment that aimed to determine whether wild jackdaws cue upon the features of approaching voices (accent, familiarity, gender) to guide their responses to a potential threat <br>
DOI: 10.17632/b49ht85b33
title: 2018 World Cup Viewer Response

description: This dataset contains data for the estimation of TV viewers’ response to sponsor messages embedded in live sports broadcasts. The data were obtained from 11 participants who each watched a full live broadcast of a 2018 soccer World Cup group stage match in a laboratory. Viewer-related data include participants’ heart rate, galvanic skin response, and visual attention to sponsor signage visible on screen throughout the entire game. The data additionally include game-related variables such as the minute of play and live betting odds over the course of the game. The data is structured longitudinally along 11 clusters, with 62,380 observations in total.
DOI: 10.6084/m9.figshare.12033789.v2
title: Tuzla-PTHA

description: Tsunami numerical modeling source files for scenarios, Probabilistic tsunami inundation map inputs for 50 and 100 years, .kml files for gauge barcharts
DOI: 10.6084/m9.figshare.17292485.v1
title: Bangladesh Household Income and Expenditure Survey (HIES) 2016-2017: Contraceptive Expenditure.dta

description: This data includes 8193 rural households from 19 coastal districts of Bangladesh. The data is extracted from the Household Income and Expenditure Survey (HIES) 2016-2017, which is a cross-sectional dataset with 46,076 observations.
DOI: 10.6084/m9.figshare.24605586.v3
title: Chromosome-level genome assembly of <i>Solanum pimpinellifolium</i>

description: Genome annotation files of<i> </i><i>Solanum pimpinellifolium</i> LA1589.
DOI: 10.6084/m9.figshare.7012412.v2
title: Supplementary File S5 from Integrated human-virus metabolic stoichiometric modelling predicts host-based antiviral targets against Chikungunya, Dengue and Zika viruses.

description: Summary of results for the host-derived enforcement analysis for different conditions: altered media conditions; virus genome point mutations; virus biomass objective function randomised stoichiometric coefficients. Reactions are selected when they are able to reduce virus optima to below 95% of the original virus optima in the original model (without additional constraints).
DOI: 10.17632/rdrxvbdsc4
title: Depression-Covid

description: Cardiovascular and mental health sequelae as predictors of poor quality of life in the post-acute phase of COVID-19. "Victor Babes" University of Medicine and Pharmacy Timisoara, Romania;
DOI: 10.6084/m9.figshare.14370584.v1
title: Genome assemblies from "The domestication of Cucurbita argyrosperma as revealed by the genome of its wild relative"

description: Chromosome-level genome assemblies of <i>Cucurbita argyrosperma</i> subsp. <i>argyrosperma</i> and <i>Cucurbita argyrosperma</i> subsp. <i>sororia</i>. These results are published in the paper "The domestication of <i>Cucurbita argyrosperma</i> as revealed by the genome of its wild relative" in Horticulture Research.<br>Each genome contains the following files:<br>- Genome_sequences -&gt; Genome sequences in FASTA format of the nuclear genome (20 chromosomes + unscaffolded contigs), the mitochondrial genomes (fragmented) and the chloroplast genomes (complete circularized). - Gene_annotation -&gt; Gene models predicted within the nuclear genomes in GFF3 format.<br> - Gene_sequences -&gt; FASTA sequences of the predicted gene models, including the amino acid sequences and the CDSs of the protein-coding genes, as well as the lincRNA transcripts in the case of <i>C. argyrosperma</i> subsp. <i>argyrosperma</i>. - Functional_annotation -&gt; InterProScan and Swiss-Prot annotations in tab-separated tables. The GO annotations for each gene are also included in tab-separated tables, which were extracted directly from the InterProScan results.
DOI: 10.6084/m9.figshare.17125169.v1
title: Birkhofer.et.al.Sci.Rep.2021.xls

description: See supplementary data in Birkhofer et al. 2021 Conventional agriculture and not drought alters relationships between soil biota and functions. <b>DOI : </b>10.1038/s41598-021-03276-x <br>
DOI: 10.6084/m9.figshare.21499236.v1
title: COVID-19 nucleic acid test sites data of Shenzhen

description: Our research obtained real-time information on nucleic acid testing sites through this project website (https://hsdyjc.newhealth.com.cn/wh5/#/). We collected nucleic acid test site status information 24 hours a day for 7 days from 24 October 2022 to 30 October 2022, with no Chinese holidays, to avoid the impact of holidays on the busyness of the tests. We have published the source data collected and the results of the analysis to facilitate further exploration by researchers interested in what we are studying. Each test site has a very large number of real-time statuses, and we filtered out a few pieces of information needed for the study objectives to be retained. This research has designed a specific process to deal with complex data structures, including the following steps: 1. Data collection. Data is logged hourly using the Python program's request library for nucleic acid test site data; 2. Logging the data. After obtaining the accessed data, the data is presented in json format and we save the required information in csv format; 3. Cleaning the data. We use the pandas library to filter the data and keep the ones that have data distribution within 24 hours; 4. Processing the data. The status of the data represents the busy status of the nucleic acid testing sites, where 1 represents rest (closed), 2 represents open (queue less than 15 minutes), 3 represents busy (queue 15-30 minutes) and 4 represents congested (queue greater than 30 minutes). The pandas library was used to filter the percentage of statuses 3 and 4 in the 24 hour period to represent the percentage of busy nucleic acid detection sites.
DOI: 10.6084/m9.figshare.3524912.v1
title: Appendix E. Support for local and landscape models.

description: Support for local and landscape models.
DOI: 10.6084/m9.figshare.5697436.v1
title: Supporting data

description: This folder contains three text files:<br><br> pipetting_counts.tab: Egg counts for 72 pipetting trials. 72 pipetting trials (trial) were performed and for each trial eggs were counted under a stereomicroscope (count).<br>medium_softness.tab: Egg counts of the medium hardness experiment. Egg counts (cnt) for each population (pop) assayed on four media differing in their agar concentrations (food, A07: 0.7% agar; A1: 1% agar; A2: 2% agar; A3: 3% agar).<br> manual_counts_pipeline_validation.tab: Manual egg counts of hard-medium plates for pipeline validation. Table giving the manual egg counts (cnts) for each population (pop), replicate (rep) and transfer (transfer) analyzed through the automated pipeline. <br>
DOI: 10.17632/2zf6dsxkfw
title: Development of a Coupled Geophysical-Geothermal Scheme for Quantification of Hydrates in Gas Hydrate-Bearing Permafrost Sediments

description: Detailed experimental conditions and measured elastic wave velocities and ETC values at different effective overburden pressures (Section 4.1) together with detailed predicted and experimental saturations of the co-existing phases together with the PT conditions used for testing the performance of the coupled geophysical-geothermal scheme (Section 4.3).
DOI: 10.6084/m9.figshare.6231326.v2
title: Wiki-MID Dataset (LOD + TSV)

description: Wiki-MID Dataset Wiki-MID is a LOD compliant multi-domain interests dataset to train and test Recommender Systems. Our English dataset includes an average of 90 multi-domain preferences per user on music, books, movies, celebrities, sport, politics and much more, for about half million Twitter users traced during six months in 2017. Preferences are either extracted from messages of users who use Spotify, Goodreads and other similar content sharing platforms, or induced from their "topical" friends, i.e., followees representing an interest rather than a social relation between peers. In addition, preferred items are matched with Wikipedia articles describing them. This unique feature of our dataset provides a mean to categorize preferred items, exploiting available semantic resources linked to Wikipedia such as the Wikipedia Category Graph, DBpedia, BabelNet and others. Data model: Our resource is designed on top of the Semantically-Interlinked Online Communities (SIOC) core ontology. The SIOC ontology favors the inclusion of data mined from social networks communities into the Linked Open Data (LOD) cloud.We represent Twitter users as instances of the SIOC <i>UserAccount</i> class.Topical users and message based user interests are then associated, through the usage of the Simple Knowledge Organization System Namespace Document (SKOS) predicate <i>relatedMatch</i>, to a corresponding Wikipedia page as a result of our automated mapping methodology.
DOI: 10.6084/m9.figshare.20259756.v1
title: Plankton Objects

description: Attached to MacNeil et al. (2022). Additional representative plankton objects from major groups of eukaryotic taxa found on the Newfoundland Shelf during the early winter bloom phase in MacNeil et al. <em>in review.</em> Objects are segmented from holograms produced using digital in-line holographic microscopy and reconstructed with a Helmholtz-Kirchhoff algorithm. All image computation was done through 4-deep inwater imaging software.
DOI: 10.6084/m9.figshare.3532124.v1
title: Appendix C. A list of 22 putative fragrance motifs inferred from intercorrelation analysis of male fragrance compounds, and their occurrence in different species of Euglossa.

description: A list of 22 putative fragrance motifs inferred from intercorrelation analysis of male fragrance compounds, and their occurrence in different species of Euglossa.
DOI: 10.15468/dl.bfdqff
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Potentilla multifida 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 359 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013364-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mtps9hwpjg
title: Comparison of Large Language Models in Management Advice for Melanoma: Google's AI BARD, Bing AI, and ChatGPT

description: Supplementary figures and tables for Research Letter: Comparison of Large Language Models in Management Advice for Melanoma: Google's AI BARD, Bing AI, and ChatGPT
DOI: 10.4121/uuid:2b16ac07-f482-4a69-87a5-d54aaaa4d056
title: Wrist Strength measurements raw data

description: Raw data that measured strength of flexion, extension, radial and ulnar deviation on device Repair. There are 8 strain gauges and data for binary classification sick/healthy.
DOI: 10.6084/m9.figshare.16441785.v2
title: Supplementary file 1 Table S1 S2 S3.xlsx

description: putative efflux pump gene expression level change in tuberculosis
DOI: 10.6084/m9.figshare.20502069.v1
title: DataAll

description: DataAll
DOI: 10.17632/526kfj5dpj
title: Dataset of the Websites of Selected Latin America Universities(dataset)

description: Contains raw data from the evaluation of 368 websites of Latin American universities
DOI: 10.6084/m9.figshare.4233767.v3
title: PETrA: a Software-based Tool for Estimating the Energy Profile of Android Applications

description: Energy efficiency is a vital characteristic of any mobile application, and indeed it is becoming an important factor for user satisfaction. For this reason, in the recent years several approaches and tools for measuring the energy consumption of mobile devices have been proposed. Hardware-based solutions are highly precise, but at the same time they require costly hardware toolkits. Model-based techniques require a possibly difficult calibration of the parameters needed to correctly create a model on a specific hardware device. Finally, software-based solutions are easier to use, but they are possibly less precise than hardware-based solution. In this demo, we present PETrA, a novel software based tool for measuring the energy consumption of Android apps. We also provide evidence that our tool is able to perform similarly to hardware-based solutions.
DOI: 10.6084/m9.figshare.5124583.v1
title: Supplementary Material for: Adult Serum Cytokine Concentrations and the Persistence of Asthma

description: <b><i>Background:</i></b> Cytokines play a pivotal role in regulating the development and persistence of the inflammatory process in asthma. Our aim was to investigate whether asthma persistence or remission is associated with a specific cytokine profile. <b><i>Methods:</i></b> The Tasmanian Longitudinal Health Study followed participants from 7 to 44 years of age. Serum concentrations of interleukin (IL)-4, IL-5, IL-6, IL-8, IL-10 and tumor necrosis factor-alpha (TNF-α) were measured at age 44 years. Participants were categorized into five phenotypes (early-onset noncurrent asthma, early-onset current asthma, late-onset noncurrent asthma and late-onset current asthma). Those who had never had asthma formed the reference group. Multivariable linear regression was used to compare serum cytokine concentrations between each phenotype and the reference group. <b><i>Results:</i></b> IL-10 concentrations were significantly lower in serum from the early-onset current asthma group than in the reference group (ratio of geometric means 0.58; 95% confidence interval 0.33-0.99; p = 0.048). IL-6 concentrations for the late-onset remitted group were also significantly lower than in the reference group (p = 0.009). The TNF-α concentrations were significantly lower for both early-and late-onset remitted asthma phenotypes when compared with the reference group. No associations were detected between serum concentrations of IL-4, IL-5 or IL-8 and these specific longitudinal asthma phenotypes. <b><i>Conclusion:</i></b> Our findings suggest a possible role for deficient IL-10 responses in the persistence of early-onset asthma. Lower IL-6 and TNF-α concentrations in serum from those with remitted asthma suggest that these proinflammatory cytokines may be actively suppressed during asthma remission.
DOI: 10.17632/wfmkfxwx5n
title: LEADERS AFFECT BUSINESS CREATION: EVIDENCE FROM MAYORAL ELECTIONS 

description: Secondary data to reproduce article results
DOI: 10.6084/m9.figshare.13691878.v2
title: Bryophyte C:N:P stoichiometry, biogeochemical niches, and elementome plasticity driven by environment and coexistence - Datasets and R script

description: Datasets, phylogenetic trees and R script to perform the analyses reported in Fernández-Martínez et al., Bryophyte C:N:P stoichiometry, biogeochemical niches, and elementome plasticity driven by environment and coexistence. <br>
DOI: 10.6084/m9.figshare.24552508.v1
title: <i>Trypanosoma congolense</i> infection study - cattle blood and faecal data

description: Data set to accompany project 'Consistent detection of <i>Trypanosoma brucei</i> but not <i>T. congolense</i> DNA in faeces of experimentally-infected cattle'Preprint:https://www.researchsquare.com/article/rs-3628035/v1<br>
DOI: 10.6084/m9.figshare.28138028.v1
title: Transcriptome assemblies of 16 newly sequenced strains

description: Transcriptome assemblies of 16 newly sequenced strains. All but one contains contaminant sequences from prokaryotes. "Soginia anisocystis" culture was axenic. Transcriptomic reads are available at NCBI SRA database (BioProjects <b>PRJNA1173359</b> and <b>PRJDB17465</b>). <b>List of included taxa:</b><i>Acrasis helenhemmesae</i> Sk6a-1;<i>Acrasis kona</i> HI06-7A-5B;<i>Acrasis rosea</i> NJ08-1 ATCC-PRA-321;<i>Allovahlkampfia</i> sp. BA;<i>Allovahlkampfia </i>sp. OSA;Creneidae (undescribed) E2NB;Creneidae (undescribed) SRT213;<i>Creneis carolina</i> PC4AM;<i>Dactylomonas venusta </i>CVI;<i>Harpagon schusteri</i> INDSIP;<i>Heteramoeba clara</i> CCAP 1536/1;<i>Neovahlkampfia damariscottae </i>CCAP 1588/7; Pharyngomonadida (undescribed) ATCC 50646 (GHMI-1-AX; "Soginia anisocystis");<i>Pseudoharpagon tertius</i> HM1TPD;<i>Tetramitus aberdonicus</i> CCAP 1588/4;<i>Vahlkampfia avara</i> CCAP 1588/1A.
DOI: 10.17632/3zx9vpw3wh
title: Kurdish Dataset for Fake News Detection(KDFND)

description: Famous Kurdish news websites, which is officially recognized by the Kurdistan Journal Syndicate and Facebook pages were used to scrape articles. Three separate Kurdistan cities are covered by the public websites. The Kurdistan Regional Government of Iraq's three cities are Erbil, Sulaimani, and Halabja. The news articles are written in Kurdish. This dataset is also notable for being the first and largest in the Kurdish language to concentrate on the Sorani dialect. Over the course of a year, articles were scraped daily from the preset public news sources using Python scripts. The articles were scraped using Facepager, Web Scraper, and Python tools. We eliminated all duplicate articles. Because there was no fact-checked platform in Kurdish at the time, articles from public news sources were also gathered from various news sources and social media pages. 
Each public news source was divided into two categories based on the annotation criteria for the articles in the dataset: Fake or Real. Each story that was labeled was given a designation based on its public source category, the Kurdistan Journalist Syndicate's guidelines for Kurdish journalism, and various additional criteria based on social media platforms.
DOI: 10.6084/m9.figshare.16578569.v2
title: Emerging sensor platforms allow for seagrass extent mapping in a turbid estuary and from the meadow to ecosystem scale

description: Seagrass meadows are globally important habitats, protecting shorelines, providing nursery areas for fish, and sequestering carbon. However, both anthropogenic and natural environmental stressors have led to a worldwide reduction of seagrass habitats. For purposes of management and restoration, it is essential to produce accurate maps of seagrass meadows over a variety of spatial scales, resolutions, and at temporal frequencies ranging from months to years. Satellite remote sensing has been successfully employed to produce maps of seagrass in the past, but turbid waters and difficulty in obtaining low-tide scenes pose persistent challenges. This study builds on an increased availability of affordable high temporal frequency imaging platforms, using seasonal unmanned aerial vehicle (UAV) surveys of seagrass extent on the meadow scale, to inform machine learning classifications of satellite imagery of a 40 km<sup>2</sup> bay. We find that object-based image analysis is suitable to detect seasonal trends in seagrass extent from UAV imagery and find that trends vary between individual meadows at our study site Bahía de San Quintín, Baja California, México, during our study period in 2019. We further suggest that compositing multiple satellite imagery classifications into a seagrass probability map allows for an estimation of seagrass extent in turbid waters and report that in 2019, seagrass covered 2324 ha of Bahía de San Quintín, indicating a recovery from losses reported for previous decades.