cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.6205814.v4
title: NumDB-dataset

description: NumDB benchmark: set of tables originally extracted from DBpedia, from which different value samples have been selected and various degrees of errors have been added in order to simulate actual tables on the Web.The dataset has been created for Kacprzak, E., Giménez-García, J. M., Piscopo, A., Koesten, L., Ibáñez, L. D., Tennison, J., & Simperl, E. (2018, November). Making Sense of Numerical Data-Semantic Labelling of Web Tables. In <i>European Knowledge Acquisition Workshop</i> (pp. 163-178). Springer, Cham.A description of the data generation process is in the paper.<br>
DOI: 10.17632/kfyb6wctnd
title: Supplemental Material of PROMIS

description: Supplemental Materials of "The Prospective Registry Of MyositIS (PROMIS): Temporal shifts in causes of death among patients with idiopathic inflammatory myopathies". Idiopathic inflammatory myopathies (IIM) are heterogeneous autoimmune diseases with variable long-term outcomes. This study aimed to determine the prognosis of IIM. This multicenter, prospective cohort study included Chinese patients with IIM. The results showed that IIM patients had significantly higher mortality than general population, with variable causes of death.
DOI: 10.17632/ph6hp4vbh5
title: Social Objectives Without Social Pricing? Evidence On Microfinance Trade-Offs Across Regions [Dataset]

description: Social Objectives Without Social Pricing? Evidence On Microfinance Trade-Offs Across Regions [Dataset]

The research dataset comprises both raw and processed data files designed to facilitate and expedite the review process while ensuring ease of data reuse, interpretation, and replication. The attached files are organized in the optimal sequence for systematic evaluation.
DOI: 10.17632/t3zg2pngxy
title: Data for: Role of gender on academic performance based on different parameters: Data from secondary school education

description: Academic performances and personal habits of higher secondary school students data were collected from high school education institutions located at Guntur, Andhra Pradesh, India in the academic year of 2017-18. The dataset of 1116 records, each with 9 parameters: mother and father education, the impact of advisor, time spent on study after school, time spent on sports, time spent with mobile per day, the impact of health problems, goal, time spent on yoga or physical exercise.
DOI: 10.17632/w6vzdhfk9x
title: Material-article: "The determinants of retention of the inhabitants to stay in their territory: Analysis of the Moderating effects of perceived behavioural control (PBC) on the extended model of the theory of planned behaviour (TPB)".

description: These data constitute all the material that was the subject of analyses of empirical observations on the randomly selected sample of 1,000 rural youths from the areas concerned in Cameroon. They also retrace the various tests carried out with Amos v. 23 software, to verify all the relationships highlighted in the conceptual framework and our research model. It thus completes the sampling plan, all data exclusions (if any), all manipulations and all measures of the study...
DOI: 10.6084/m9.figshare.22089413.v1
title: Coronet Island - Orthomosaic, 3D model & DEM

description: Orthomosaic, 3D model and Digitial Elevation Model (DEM) raster of Coronet Island, Bounty Islands, generated from aerial drone photography recorded 14 November 2022.
DOI: 10.15468/dl.8rm6ha
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 ((7.2551 0.4095,6.9596 0.8334,6.5492 0.9061,6.0738 0.5779,5.9713 0.201,6.1078 -0.2929,6.5348 -0.5139,7.0629 -0.1853,7.2551 0.4095))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012919-250525065834625/datasets/export for details.
DOI: 10.17632/n24jkp487r
title: MATADOR: A prospective, randomised, phase III biomarker trial in breast cancer patients

description: A prospective, randomised, phase III biomarker trial (ISRCTN61893718) that run in 29 hospitals in the Netherlands. 664 Patients with an indication for adjuvant chemotherapy and a pT1-3, pN0-3 tumour were randomised 1:1 to 6 cycles of doxorubicin 60 mg/m2 and cyclophosphamide 600 mg/m2 every 2 weeks [dose dense (dd) AC] or docetaxel 75 mg/m2, doxorubicin 50 mg/m2, and cyclophosphamide 500 mg/m2 every 3 weeks (docetaxel-doxorubicin-cyclophosphamide; TAC) by means of the automated ALEA system (FormsVision BV) using Pocock minimization technique. Randomization was performed centrally at the Netherlands Cancer Institute. G-CSF (pegfilgrastim) was given to all patients. Radiotherapy and endocrine therapy were given according to the contemporary Dutch guidelines.

Formalin-fixed paraffin-embedded (FFPE) material was collected between 2004 and 2012. RNA was isolated from FFPE tissue with a tumor cell percentage of at least 40% using the AllPrep DNA/RNA Mini Kit according to the manufacturer's instructions (Qiagen). Quantification and purity were measured using the NanoDrop 2,000 spectrophotometer and the 2,100 Bioanalyzer (Agilent Technologies). Libraries of cDNA were constructed with the TruSeq RNA Access Library Prep Kit (Illumina) and single-end sequenced using the HiSeq 2,500 (Illumina). Bulk mRNA sequencing data were analyzed using the RSEM package and the reads were aligned to the hg38 reference genome using STAR with default parameters.
DOI: 10.17632/pj8sz59mrg
title: DATASET

description: DATA SOURCE:ONLINE COLLECTION
DOI: 10.6084/m9.figshare.21201395.v2
title: Vanishing bearings data from Migratory hoverflies orientate north during spring migration

description: Capture and release date and time along with the associated meteorological conditions and vanishing bearings
DOI: 10.6084/m9.figshare.23804463.v1
title: <b>Large herbivore grazing accelerates litter decomposition in terrestrial ecosystems</b>

description: Plant litter decomposition is crucial in global carbon and nutrient cycling, while the underlying mechanism of the effects of large herbivore grazing on litter decomposition remains unclear. We synthesized sixty-six manipulative field experiments in terrestrial ecosystems to examine how litter decomposition and nutrient cycling respond to grazing intensity. Also, the R code used to analyze the effects of grazing on multiple variables associated with litter decomposition was provided.
DOI: 10.6084/m9.figshare.28815635.v1
title: Data availability statements

description: none
DOI: 10.17632/nsnm9tjrnt
title: Raw data from a cross-over controlled inpatient dietary study comparing effects of Mediterranean and high protein diets on insulin resistance and glucose variability in pre-diabetic obese women

description: Data used for the analyses presented in the research paper "A high protein diet is more effective in improving insulin resistance and glycaemic variability compared to a Mediterranean diet - a cross-over controlled inpatient dietary study". 

The three uploaded files contain: 
- Clinica data (Rawdata_clinical.xlsx)
- Continuous glucose monitoring data (Rawdata_cgm.xlsx)
- 16S rRNA gene sequences data from participants' stool samples collected at baseline (Rawdata_sequences_trimmed.fastq)
DOI: 10.6084/m9.figshare.22433911.v1
title: occurrence_datasets_of_123_plants.zip

description: These datasets include 123 invasive plants in their native and non-native regions.
DOI: 10.17632/9t3y6hhddk
title: Damage Detection Dataset for Concrete Structures with Multi-Feature Backgrounds

description: The "Damage Detection Dataset for Concrete Structures with Multi-Feature Backgrounds" consists of 2,750 images of size 416x416, specifically curated to facilitate the detection of structural damage in various concrete surfaces. Each image captures real-world concrete structures with diverse backgrounds and environmental features, enhancing the dataset's utility for robust training and testing of damage detection models.

Additionally, the dataset includes corresponding XML annotation files for each image, providing precise bounding box coordinates and labels for different types of damage, such as cracks, spalling, and surface deterioration. This comprehensive dataset is ideal for researchers and engineers developing AI models for damage detection and localization in concrete structures under varied conditions.
DOI: 10.17632/mmftr69pnc
title: Dataset of Starbucks Indonesia Sentiment Analysis

description: This raw data of Starbucks Indonesia, which was aimed at Indonesian public mood, was extracted using Python from the X platform, formerly known as Twitter. The purpose of this data is research education.
DOI: 10.17632/k5ct82yvsv
title: Data for: Incorporating Observed Data into Early Design Energy Models for Life Cycle Cost and Emissions Analysis of Campus Buildings

description: Supplementary Building Energy Templates Include: Student Housing Building Classrooms with Labs Classrooms with Auditoriums Classrooms with Dancehalls Code for Energy model and optimization The Python notebook file may be used to model different buildings similar to the (4) template files. Building size can be adjusted and a local weather file can be input to model different sized buildings in different locations. The Multi-Objective Optimization code can be used to define the Pareto Front using the results from the building energy model. Instructions (Python File): Download the anaconda notebook Download the desired weather file an save it in the 'Documents' folder Download the template files and save it in 'Documents' folder Download the cooling tower Neural Network "Cooling_Tower_NN.h5" and sae it in the 'Documents' folder Run the code. Be sure to have all helper libraries installed
DOI: 10.17632/k7xcrt84bt
title: REPORTE DE VIABILIDAD DE PATENTES DEL PROYECTO FACTORES DEL MODELO EFECTIVO DEL PROCESO DE INNOVACIÓN TECNOLÓGICA – METIP, PARA FOMENTAR LA INNOVACIÓN Y PROTECCIÓN DE LA PROPIEDAD INTELECTUAL EN EL DESARROLLO DE TECNOLOGÍAS EN DIVERSOS ÁMBITOS

description: Constituye veinte (20) Reportes de Viabilidad (RV) sobre invenciones, que constituye parte del PROYECTO FACTORES DEL MODELO EFECTIVO DEL PROCESO DE INNOVACIÓN TECNOLÓGICA – METIP, PARA FOMENTAR LA INNOVACIÓN Y PROTECCIÓN DE LA PROPIEDAD INTELECTUAL EN EL DESARROLLO DE TECNOLOGÍAS EN DIVERSOS ÁMBITOS
DOI: 10.17632/w9btgt2hv6
title: Modelling software to assess the suitability of different hemp varieties to the cultivation environment + simulation results

description: Installation package for the Hcrops hemp crop simulation model and example input files. The application can be easily installed and uninstalled and run under Windows OS.
DOI: 10.17632/5468zb93fx
title: Dataset for: On the SIF of cracks emanating from circular and elliptical holes in ortotropic bodies

description: Parameters for fitting function
DOI: 10.17632/5ngccd3ycp
title: Data for: Impacts of Power Outages on Households in Developing Countries: Evidence from Ethiopia

description: Data in Stata 15 and corresponding command files (do.files)
DOI: 10.6084/m9.figshare.24182424.v2
title: Data of Autonomous Robotic Valve Turning: A Visual-GuidedApproach Based on Deep Learning

description: Data of Autonomous Robotic Valve Turning: A Visual-GuidedApproach Based on Deep Learning
DOI: 10.17632/45wny8zk56
title: 2024-10-1

description: Data for Research on the Regulation of Bone Injury Healing through the Antibacterial Action of Extracts from Dipsacus Asper, Coptis Chinensis and Their Composite.
DOI: 10.17632/trtrtn39sn
title: Real-world treatment outcomes of systemic treatments for moderate-to-severe atopic dermatitis in children aged less than 12 years: 2-year results from PEDISTAD [supplement]

description: Supplemental tables for "Real-world treatment outcomes of systemic treatments for moderate-to-severe atopic dermatitis in children aged less than 12 years: 2-year results from PEDISTAD", published in JAAD, Sept 2024
DOI: 10.6084/m9.figshare.23961792.v1
title: The extent of introgression between incipient <i>Clarkia</i> species is determined by temporal environmental variation and mating system

description: This zipped file is a directory containing all of the scripts and data need to reproduce analyses in the paper "The extent of introgression between incipient <i>Clarkia</i> species is determined by temporal environmental variation and mating system." There is a README document in the main directory that contains all information necessary to navigate the file structure, code, and data. There are a suite of folders that have code run in the command line - primarily bioinformatic code. There is an R markdown file (and a rendered html) with all code needed to make figures/tables/analyses in manuscript. There are two subdirectories "R_input_data" and "R_output" that are used with the R markdown file.<br>
DOI: 10.17632/8665r7htp4
title: Mexican craft beer consumers preferred attributes: A conjoint analysis approach

description: The data set contains a sample of 501 responses of craft beer consumer participants located in México, responding to the research question: Which of the following Mexican craft beers would you choose to consume regularly? Using a brand-specific conjoint analysis as a methodology, technically known as choice-based alternative-specific/labeled conjoint design. The aim of this data set is: Describe the craft beer quantitatively preferred consumer attributes in Mexico, to help guide decisions about new product creation, marketing, advertising, and promotion strategies to increase sales of craft beer producing houses. The questionnaire was applied face to face and by email list, using a mobile and desktop device technology conjoint software. Data set contains Craft Beer Color Style, Aroma Intensity, Alcoholic Strength, Bitterness Intensity, Foam Level, Willingness to Pay, Score, Rank, the Lower Limit of 90% Confidence Interval, the Upper Limit of 90% Confidence Interval.
DOI: 10.17632/tfss24sbvx
title: Optimized OpenCL implementation of the Elastodynamic Finite Integration Technique for viscoelastic media

description: Abstract Development of parallel codes that are both scalable and portable for different processor architectures is a challenging task. To overcome this limitation we investigate the acceleration of the Elastodynamic Finite Integration Technique (EFIT) to model 2-D wave propagation in viscoelastic media by using modern parallel computing devices (PCDs), such as multi-core CPUs (central processing units) and GPUs (graphics processing units). For that purpose we choose the industry open standard Open Co... Title of program: EFIT2D-PyOpenCL Catalogue Id: AETF_v1_0 Nature of problem Development of parallel codes that are both scalable and portable for different processor architectures is a challenging task. To overcome this limitation we investigate the acceleration of the Elastodynamic Finite Integration Technique (EFIT) to model 2-D wave propagation in viscoelastic media by using modern parallel computing devices (PCDs), such as multi-core CPUs (central processing units) and GPUs (graphics processing units). Versions of this program held in the CPC repository in Mendeley Data AETF_v1_0; EFIT2D-PyOpenCL; 10.1016/j.cpc.2014.05.016 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.12616163.v1
title: Files Sx. Vcf files 1.1 and 1.2

description: Using triallelic SNPs for determining parentage in North American yak (Bos grunniens) and estimating cattle (B. taurus) introgression
DOI: 10.6084/m9.figshare.24915114.v1
title: Endemic and threatened birds as surrogates for identifying conservation priority areas and ecological corridors in the America’s most endangered habitat

description: Investigating multi-taxa macroecological patterns can provide critical insights for spatial conservation planning and landscape management across biodiversity hotspots. The Pernambuco Endemism Center (PEC) is a biogeographic region of the Brazilian Atlantic Forest known to harbor the most threatened habitats in the Americas and a considerable number of recent bird extinctions. Here, we modeled the distribution of 30 threatened forest-dependent birds, 29 of which endemic to the PEC, to reveal key habitats/resources for their survival, identify conservation priority areas, and design ecological corridors. We found variations in the responses of the taxa to landscape characteristics when we addressed these organisms separately and when we grouped them by conservation status. Overall, the environmental variables related to forest quality (e.g., distance to large fragments, distance to the forest edge, percentage of tree cover, percentage of older forests) were important predictors of habitat suitability for the regional threatened avifauna. Additionally, we revealed forest fragments of high ecological importance for the PEC’s threatened birds, and we propose the creation of the Pernambuco Endemism Center Restoration Arc (PEC-ARC) that may maximize the investments in conservation and guarantee the connectivity of crucial areas for long-term species survival.
DOI: 10.17632/c52km273vv
title: Datasets and model files: Rubisco proton production can drive the elevation of CO₂ within condensates and carboxysomes

description: Supplementary data and COPASI modelling file for the analysis of Rubisco compartments. To access the manuscript follow this link: https://doi.org/10.1101/2020.07.08.125609
DOI: 10.17632/p7dj4h7hwy
title: XR Technologies in Forensic Investigation

description: This is evidence of the completion of the review of Extended Reality (XR) Technologies used in Forensic Research. Here are the details of the articles selected in the article cited in this document.
DOI: 10.17632/rxn7yfhvcc
title: An Empirical Analysis Of Work From Home Practice And Its Impact On Job Satisfaction During Covid-2019 Pandemic

description: World Health Organization(WHO) and public health regimes around world are state lawful action to contain the COVID-19 happening. The concept is new to majority of the employees, as the Corona virus pandemic situation has forced almost all the employees of all the sectors to work from home for the first time. As the employees are experiencing new environment, this paper attempts to and out the experience of the employees in working from home when compared to Working in ofice. WHO announced there is broad risk of the 2019 corona virus disease (COVID-19) extended to another countries allover the world. Long term happening cannot be interpreted over for recognized. Each sections of association with businesses organization, Information Technology and BPO, Education institution, Public and private sector must plan of action function if we are to stop the spread of this diseases. Work at home during covid 2019 has some positive and negative effects on employees progress outcomes also technical issues. Our study found that employee perception of work from home on job satisfaction level during covid-19 pandemic situation and challenges faced by employees while covid -19 pandemic situation.
DOI: 10.15468/dl.qpxdqj
title: Occurrence Download

description: A dataset containing 26437 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 Neottia ovata (L.) Bluff & Fingerh.",
 "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 26437 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012918-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/386t4xvpct
title: Aam Tidal Channel, Songdo, South Korea, 2023 Floc Data

description: Floc data were acquired from Aam Tidal Channel located in Songdo, South Korea, between May and June 2023. Seabird 19 CTD, LISST-200X, particle imaging camera system (PICS), and water sample data were obtained. To facilitate the experiments in the tidal channel, a survey platform approximately 4 meters above the bed was constructed, from which casting operations were conducted. All instruments were mounted within a 70 cm distance on a profiling frame, enabling simultaneous measurements of a statistically similar floc population at various depths (surface, middle, and bottom layers) in the water column. Casting operations were conducted at 30-minute intervals during each tidal cycle, capturing rapid images of settling flocs with PICS, and volume concentration with LISST-200X. Salinity, temperature, and turbidity were acquired using a Seabird CTD with an attached optical backscatter sensor (OBS). Each floc camera data comprise a 30-second video of settling flocs. To measure total suspended solids and the relative fraction of organic matter content, duplicate 1-liter water samples were obtained and filtered through prepared glass microfiber filters. TSS values were determined through oven drying and subsequent weighing, while the organic matter content was assessed through loss on ignition analysis after heating the filters.