cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1168861.v1
title: A compilation of larval host-plant records for six families of butterflies (Lepidoptera: Papilionoidea) from available electronic resources

description: This dataset contains 43645 association records for 3787 butterfly species and 6870 host-plant taxa from <em>Encyclopedia of Life</em> (<strong>EOL</strong>), <em>Biodiversity Heritage Library</em> (<strong>BHL</strong>), <strong><em>Wikipedia</em></strong>, <em>Butterflies of America</em> (<strong>BoA</strong>) and the <em>HOSTS database</em> at the Natural History Museum in London (<strong>HOSTS DB</strong>). Records where extracted using different techniques such as html-scraping, API requests, and text-mining (keyword and taxonomic name matching, see details in http://papilionoidea.myspecies.info/content/data-extraction-protocol). Butterfly and plant names where validated with current taxonomic checklists and web services (http://www.ucl.ac.uk/taxome/gbn/, ftp://ftp.funet.fi/pub/sci/bio/life/intro.html, http://www.theplantlist.org/). A subset of the data was validated manually to check for error in names or in the association, some records were excluded, but there are still several dubious or unvetted records in the dataset. Please use the links provided to check the sources, some might contain citations to the original references. This dataset complements data available at higher taxonomic levels (Ferrer-Paris et al. 2013) This work was supported by a <strong>2013 EOL Rubenstein Research Fellowship Award</strong>. References: Ferrer-Paris JR, Sánchez-Mercado A, Viloria ÁL, Donaldson J (2013) Congruence and Diversity of Butterfly-Host Plant Associations at Higher Taxonomic Levels. PLoS ONE 8(5): e63570. doi:10.1371/journal.pone.0063570
DOI: 10.6084/m9.figshare.12234446.v1
title: Nature_Electronics_2020_Skyrmion_VCMA_AFM

description: Scanning probe microscopy .spm files.
DOI: 10.6084/m9.figshare.12917279.v1
title: Aberrant Splicing of SDHC in Families With Unexplained Succinate Dehydrogenase- Deficient Paragangliomas - Supplementary Material

description: Supplemental data to accompany: Aberrant Splicing of SDHC in Families With Unexplained Succinate Dehydrogenase-Deficient ParagangliomasJ Endocrinol Soc 2020https://doi.org/10.1210/jendso/bvaa071
DOI: 10.6084/m9.figshare.21610077.v1
title: Accurate GW frontier orbital energies of 134 kilo molecules of the QM9 dataset.

description: A dataset of HOMO/LUMO energies of the QM9 dataset computed at GW level of theory.
DOI: 10.17632/mkc37w4rrv
title: SpinalJ_example_data_processed

description: Example dataset of mouse spinal cord sections for processing, reconstruction and atlas registration using SpinalJ (Fiederling et al., 2021; https://www.biorxiv.org/content/10.1101/2021.05.06.443008v1). Files include pre-processed single section images, some intermediate pre-processing files, as well as all files generated during section registration, atlas mapping and analysis. All files were created from raw image data provided in SpinalJ_example_data_raw(1-6).
DOI: 10.6084/m9.figshare.28750988.v1
title: iFAD∞ and other flow direction algorithms with test data

description: The Java codes for all the drainage direction algorithms used in the study entitled “A New Multiple Flow Direction Algorithm for Determining Limited Dispersive Domain Based on Flow Aggregation Technique” are provided as an Eclipse Java project. Additionally, the test data and the output of iFAD∞ are also included for further experimentation and validation of the algorithms discussed in this study.<br><b>Pengfei Wu: </b>Work phone: +86 18351936707; E-mail: wpf@hhu.edu.cn<b>Jintao Liu: </b>Work phone: +86 13327836738; E-mail: jtliu@hhu.edu.cn
DOI: 10.17632/4rrggzv5d5
title: SC_atlas_P56

description: Reference atlas for adult mouse SC.
DOI: 10.17632/7dxf3223dd
title: ev smith

description: A 1282-day field study was conducted to provide data to assess the prediction of field soil water content time series θ(t). Volumetric water content was determined, typically once a week, by neutron thermalization at 20-, 40-, 60-, 80- and 100-cm depths. Soil samples were taken at 60 locations between 14- and 114-cm depths to determine soil properties, water retention, and saturated hydraulic conductivity. Soil properties include soil texture, bulk density, organic matter, and porosity.
DOI: 10.17632/8bt4ghr43j
title: Data for: Structural and Electrical Properties of Na2ZnSiO4 - Py14TFSI Hybrid Solid Electrolyte

description: The structural and electrical properties of NZS-Py14TFSI HSE were investigated and compared with Pristine NZS (no addition of IL) that acted as a control for this study. For characterisation purposes, the compounds were subjected to X-ray diffraction (XRD), thermogravimetric analysis (TGA), differential scanning calorimetry (DSC), field-emission scanning electron microscopy (FESEM), energy dispersive X-ray spectroscopy (EDX), Fourier transform infrared spectroscopy (FTIR) and electrical impedance spectroscopy (EIS) analysis. XRD data were refined by Rietveld method. Electrical properties were calculated by Jonscher's Power Law. Activation Energies were measured via Arrhenius plots.
DOI: 10.17632/jvmpd2rc2m
title: Mealworm Beetles

description: Synthetic and real farm datasets for mealworm beetle detection, labeled with YOLO-format bounding boxes.
DOI: 10.17632/mpxncy8mzj
title: Experimental Results for study of Enhancing the axial capacity of pile-to-sleeve connections using fiber-reinforced cementitious composite materials

description: Grouted connections in offshore support structures are hybrid joints formed by bonding overlapping steel tubes of different diameters using high strength grout to fill the annulus. This research introduces a novel approach to grouted connections by integrating fiber-reinforced concrete into the connection under axial loading. To investigate the impact of fiber incorporation, three mix designs were used: fiber-reinforced concrete (FRC) with 2% straight steel fibers, FRC with 1% hooked steel fibers, and normal concrete as a reference. The findings indicate that the axial bearing capacity of the connection enhanced by 15% when 1% hooked steel fibers were used and by 30% with 2% straight steel fibers.
DOI: 10.6084/m9.figshare.23744724.v1
title: Supplemental Material for Uterine Artery Blood Flow, Doppler Indices, and Fetal Dimensions in Women Who Conceived Spontaneously or by In Vitro Fertilization Using Programmed Cycles by Conrad et al..pdf

description: <strong>Supplementary Methods: </strong><em><strong>Assisted Reproduction Protocols</strong></em> <strong>Table S1. Primary Infertility Diagnoses</strong> <strong>Table S2: Adverse Pregnancy Outcomes</strong> <strong>Table S3: Neonatal Characteristics</strong> <strong>Table S4: Uterine Artery Blood Flow According to Angle of Insonation</strong> <strong>Table S5: Total Uterine Artery Blood Flow and Vascular Resistance </strong> <strong>Table S6: Uterine Artery Resistance and Pulsatility Indices</strong> <strong>Figure S1. Total Uterine Artery Blood Flow in Women with (A) Normal, Uncomplicated Pregnancies, and (B) Singleton Pregnancies</strong>
DOI: 10.6084/m9.figshare.5923993.v1
title: indoor_activities_v2

description: Activity dictionary. The header reports the activity names and their respective codes<br><br>FIELDS:term: a wordactivity category: the activity code associated with that word
DOI: 10.17632/f67j6jh84h
title: Collaborative Reflection

description: This study investigated collaborative reflection within practical settings on a university-based coach education program. Data were collected through focus group interviews with undergraduate sports coaching students and individual interviews with module instructors. The sample consisted of 17 sports coaching students (14 males, 3 females, mean age=24.24, SD=3.01) enrolled on the first year of a sport and exercise undergraduate degree at a UK university. The university instructors were three males (mean age=38, SD=11) with an average of 8.33 (SD=4.73) years of experience teaching in higher education. Focus group and individual interviews were conducted using a semi-structured design which provided a general framework of questions whilst enabling the flexibility to probe into responses and gain detailed descriptions of thoughts and experiences (Hall & Getchell, 2014). The focus group interview guide was devised by drawing on relevant literature with open-ended questions that address the research topic in terms of experience, behaviour, and context (Smith & Sparkes, 2016). The individual interviews were based on analyses of focus group data in addition to key concepts arising from relevant literature. Interview data were transcribed and analysed thematically using Braun and Clark’s (2006) six-step process: (1) familiarisation with the data; (2) Generation of initial codes; (3) Searching for themes; (4) Reviewing themes; (5) Defining and naming themes; (6) Producing the report. By adopting a reflexive process of moving forwards and backwards through the data, the analysis was produced through the intersection of theoretical assumptions, disciplinary knowledge, research skills and experience, and the content of the data themselves (Braun & Clarke, 2016). Adopting an abductive approach to data analysis, we considered both the impact of data on theory, and also the impact of theory on data (Partington et al., 2015), as the thematic analysis enabled the flexibility to explore transcripts for surprising data, whilst the generation of themes was informed by extant research. Data analysis revealed three main themes and six sub-themes as follows: reflective processes (evaluating peers’ experiences, collaboration through shared knowledge); social support (effort and advice, emotional support); and engagement (task engagement, pressure of assessment).
DOI: 10.17632/n2bvxb9z7f
title:  A HD-Zip transcription factor specifies fates of multicellular trichomes via dosage-dependent mechanisms in tomato. Wu, etal, 2022.

description: The raw data of blot in this study (A HD-Zip transcription factor specifies fates of multicellular trichomes via dosage-dependent mechanisms in tomato).
DOI: 10.6084/m9.figshare.1414134.v1
title: Enterprise Resource Planning Systems

description: Data Communication Solutions (DCS), leading EDI Consulting Specialists, offer EDI solutions, integration, implementation and EDI training for business-to-business Electronic Data Interchange.
DOI: 10.6084/m9.figshare.19418155.v1
title: Additional file 11 of Sorting and packaging of RNA into extracellular vesicles shape intracellular transcript levels

description: Additional file 11. Fold changes, adjusted p-values and TPMs for genes in tumor-exposed, CD31-selected cells and their EVs.
DOI: 10.6084/m9.figshare.25066163.v1
title: KEGG Reference Data

description: organism_list.rds - KEGG data for bacterial species in balanced fusion dataset.protein_links_df - dataframe of pairs of proteins that participate in the same KEGG module.orthology_to_protein - maps ncbi accessions to KEGG orthologs.non_orthologous_replacements - identifies KEGG orthologs that are non-orthologous replacements for the same step in a KEGG module.module_data.csv - names for KEGG modules.module_classes.csv - KEGG modules arranged by class.module_pages.RDS - KEGG module entry pages.
DOI: 10.6084/m9.figshare.28165118.v1
title: <b>The role of air conditioning waste heat in shaping short-duration intense rainfall: Insights from coastal twin cities</b>

description: These data represent the simulation results of selected meteorological variables under different scenarios (AC on/off) during the study period.
DOI: 10.6084/m9.figshare.28933973.v4
title: Leaky pollination barrier in edaphic vicarious alpine plants - Supplementary material

description: Abstract:Adaptation to siliceous versus carbonate substrates is thought to be an important driver of speciation in the alpine flora. The role of the pollination system in the formation and maintenance of such species is presently unclear. Here, we chose three species pairs in the genera <i>Gentiana</i>, <i>Primula</i>, and <i>Rhododendron</i> which often occur in geographic proximity or even sympatry to study the existence of pollination barriers in these lineages. Using remote camera and direct observation approaches, scent and color analyses, we tested the hypothesis whether divergent pollinator communities exist that could help to maintain genetic separation of plant populations adapted to different soil types. We found differences in frequency, diurnal activity and to some extent also community composition of flower visitors in edaphic vicarious species pairs. Floral traits like color and scent as well as flower-visitor co-distributions indicate that our study species have divergent but overlapping pollination systems. Our results do not suggest a strong reproductive barrier function of the pollination system. Whilst adaptation to different soils still seems to be the main force keeping edaphic vicarious alpine plants genetically separated, pollinators might mediate hybridization in contact areas.
DOI: 10.6084/m9.figshare.6080333.v2
title: Underlying data for a 100% organic conversion study

description: Underlying data for ‘Greenhouse gas impacts of converting all farming in England and Wales to organic methods’ by L.G. Smith et al. (2019). We apply a bespoke model to estimate levels of production from agriculture in England and Wales under organic management. Outputs are compared to the real-world distribution of conventional production in 2010, derived from a range of industry sources. The environmental impacts of the organic production scenario are assessed through an application of the Cranfield Agri-LCA models together with country-specific estimates of GHG emissions from Land Use Change (LUC) and carbon sequestration estimates <br><br>
DOI: 10.17632/6kxbbjjp7g
title: Design & Implementation of Automatic Machine Condition Monitoring and Maintenance System in Limited Resource Situations

description: The different properties of the collected data are given shortly:
5. Data Types: Vibration data of three different types of faults occur in Rotating motor/devices
6. Data length: 1 seconds
7. Rotations/Second: 48.33
8. Data acquisition system: ESP32, gyro acceleration sensor, SD card, OLED display. 
9. Initial data dimension: 1600 rows, 4 columns. 
Initially, we computed the average of columns containing axis values at different frequencies. Subsequently, to form the dataset, we calculated the partial derivative of the averages concerning frequency, representing changes in data magnitude relative to different frequencies. This data, processed with Machine Learning models, demonstrated that different faults produce varying magnitudes at different frequencies, exhibiting distinct patterns. Structural looseness, misalignment, and bearing problems manifested differing magnitudes at different frequencies, contributing to distinct overall patterns .
Structures: 
Folders (Structural_Looseness, Bearing, Misalignment) contains the Raw CSV Files containing vibration signals of faulty machines. The MatLab Files Features and Models containing the features, visualization, spectrum and trained models with the features.
DOI: 10.6084/m9.figshare.27245775.v1
title: Global Artificial Impervious Area (GAIA)

description: <b>References：</b><b>Gong, P.*, Li, X.C., Wang, J.*, Bai, Y., Chen, B., Hu, T.Y., Liu, X.P., Xu, B., Yang, J., Zhang, W., & Zhou, Y.Y. 2020. Annual maps of global artificial impervious areas (GAIA) between 1985 and 2018. Remote Sensing of Environment, 236, 111510. doi: 10.1016/j.rse.2019.111510.</b>The original data (Version 2024) is available from Star Cloud Data Service Platform at https://data-starcloud.pcl.ac.cn/resource/13.
DOI: 10.17632/8bmkf5j92f
title: South China Sea and Luzon Arc Geochemistry

description: Reference data used for the fourth chapter of dissertation regarding the igneous basement and marine sediment of the South China Sea, the igneous material of Northern Luzon Island IAB, Luzon Strait, and reference materials from the Pacific, Philippine and other globally utilized standards.
DOI: 10.17632/sfkk96wskc
title: Data Set on The Effect of Project-Based Learning Model to Critical Thinking Skills

description: This data were obtained from quantitative study results about project-based learning model effectiveness to students critical thinking by type of schools and quasi experimental design from Google scholar and Scopus database between 2012-2022.
DOI: 10.6084/m9.figshare.24298654.v1
title: READ1_sorted_BSF_0838_HTVCLDRXX_1#0023Bac_rub_1_S70637_fastqc.html

description: The raw data of Bacidia rubella fungal symbiont.
DOI: 10.6084/m9.figshare.27177009.v1
title: Database for Sulfide-rich continental roots at cratonic margins formed by carbonated melts

description: This database belongs to the paper "Sulfide-rich continental roots at cratonic margins formed by carbonated melts", and includes Extended Data Table 1, Supplementary Data 1, Supplementary Data 2, Supplementary Data 3, Supplementary Data 4, and Supplementary Data 5.
DOI: 10.6084/m9.figshare.29038451.v1
title: Flevoland LULC dataset - Planetscope (2021)

description: Planetscope imagery of Flevoland in 2021 with training and validation LULC samples.
DOI: 10.6084/m9.figshare.13264901.v1
title: Pervasive and persistent effects of ant invasion and fragmentation on native ant assemblages

description: Information of number of species and covariates measured in 40 fragments of Coastal California in summer 2017<br>
DOI: 10.6084/m9.figshare.25769994.v2
title: <b>Genomic Prediction and Genome-wide Association Studies in Korean Sapsaree Dogs</b>

description: <b>Korean Sapsaree </b><b>Illumina 170K CanineHD BeadChip</b><b> Data</b><b><i>Dataset Overview:</i></b> This dataset contains genomic data from a group of Korean Sapsaree dogs. It specifically includes genetic information from 234 individual dogs, each genotyped using the Illumina 170K CanineHD BeadChip.<br><b><i>Files Included:</i></b><b>Sapsaree.fasta:</b> This file contains the genotypic data of the Korean Sapsaree dogs in FASTA format, a widely used text-based format for representing nucleotide sequences. Each entry corresponds to a single dog, with headers that provide identifying information followed by the sequence data.<br><b><i>Purpose of the Dataset:</i></b>The main purpose of releasing this dataset is to enhance the scientific understanding of Sapsaree dogs. By making these data available, we aim to support further research into canine genetics and breeding strategies that can lead to improvements in canine health and traits. Access to the data for reproducing results requires an application to, and permission from, the authors.
DOI: 10.17632/689mjr9bmd
title: Impact of the field of study on entrepreneurial intention

description: This database reflects the impact of the field of study on entrepreneurial intention. The data was obtained from 329 university students, gathered through Google Forms surveys with 24 Likert Scale-5 statements. Participants were from engineering and business disciplines.
DOI: 10.17632/jytj9t69b7
title: Monte Carlo simulations of the transport of sputtered particles

description: Abstract Program SPATS models the transport of neutral particles during magnetron sputtering deposition. The 3D Monte Carlo simulation provides information about spatial distribution of the fluxes, density of the sputtered particles in the chamber glow discharge area, and kinetic energy distribution of the arrival flux. Collision events are modelled by scattering in Biersack's potential, Lennard-Jones potential, or by binary hard sphere collision approximation. The code has an interface for Monte Carl... Title of program: SPATS Catalogue Id: ADKN_v1_0 Nature of problem Simulation of the transport of neutral sputtered particles during magnetron sputter deposition. Sputtered particles, that have an initial energy of several eV, are scattered by collisions with inert gas atoms and their energy and direction is affected before arriving to a surface. This process is dependent on system geometry, pressure, etc. The program provides information about spatial distribution of the fluxes towards surfaces in the chamber, density of sputtered particles in the glow dischar ... Versions of this program held in the CPC repository in Mendeley Data ADKN_v1_0; SPATS; 10.1016/S0010-4655(99)00245-3 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/n294b3yzz4
title: Dissertation data

description: This dataset contains data on Russian public companies. Financial sector organizations were not included in the sample. It is worth describing separately the data collection process, which was divided into two parts. First of all, qualitative characteristics of corporate governance were searched and systematized. Due to the lack of access to the Bloomberg terminal, it was necessary to collect indicators "manually". Additional difficulties were caused by the fact that there is no regulated corporate governance disclosure form. Thus, companies provided data in different ways. The main sources of information were organizations' annual reports, issuer's quarterly reports, sustainability reports, IFRS financial statements, as well as relevant sections of companies' official websites. At the same time, the listed reports were not always contained on the official websites of the organizations under consideration, therefore the following information resources were used additionally: Interfax, Cbonds and LiveTrader. At the second stage of data collection we systematized financial indicators taken from IFRS statements of the companies.
Corporate governance indicators: BSIZE (size of the Board of Directors), BIND (percentage of independent members of the Board of Directors), DUAL1 (combining the roles of CEO and member of the Board of Directors), DUAL2 (combining the roles of CEO and Chairman of the Management Board), YCEO (CEO irremovability - logarithm of the number of years in the position), COMT (presence of internal audit, remuneration and nomination committees), COMTIND (degree of independence of internal committees), AUDIT (dummy variable equal to 1 if audited by a Big4 company), REMUN1 (percentage of remuneration to members of the Board of Directors as a percentage of total personnel expenses), REMUN2 (percentage of remuneration to members of the Management Board as a percentage of total personnel expenses), REMUN3 (percentage of remuneration to key management personnel as a percentage of total personnel expenses).
Financial indicators: ROCE (return on capital employed), SIZE (company size), QTOB (Tobin ratio), TANG (tangible fixed assets to total assets), AGE (company age), NDTS (annual depreciation to total assets), INT (interest rate).
The sample includes data from 2012 through 2021. It was important to have reliable information for each indicator required for the analysis. Otherwise, the company was excluded from the sample. The final sample included 32 Russian public companies. All indicators were taken in annual terms due to the specifics of corporate governance factors (with a few exceptions, they change no more than once a year). Thus, 320 observations were available for the analysis.
DOI: 10.6084/m9.figshare.24922716.v1
title: Study Metadata

description: Infant metadata for subjects in the CORAL study
DOI: 10.6084/m9.figshare.25541161.v1
title: Luecken Cite-seq human bone marrow 2021 integration

description: https://www.sc-best-practices.org/cellular_structure/integration.html
DOI: 10.6084/m9.figshare.930708.v1
title: map04144

description: unigenes involved in endocytosis