cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.6133457.v1
title: dataset-v1.pcap

description: The dataset consists of 9 hosts: 1x HMI; 1x Data Historian; 5x RTU; 1x MITM Attacker; 1x Reconnaissance. The man in the middle (MITM) attack targets IEC104, which replaces the COT value to an invalid value. <br><br>There is one dataset in two formats. PCAP and binary format fot SiLK[1]<br>[1] https://tools.netsa.cert.org/silk/docs.html<br>
DOI: 10.6084/m9.figshare.7851608.v1
title: SUPPLEMENTARY MATERIAL.docx

description: The tables included show cross-tabulated results of mixed model analyses of data obtained on plasma concentrations of Peptide Y Y hormone and ad libitum food intake in volutnteers ingesting macronutrient containing microcapsules designed to release their contents in the stomach or distal small intestine.
DOI: 10.4225/03/56ef5d310fedd
title: The application of geophysical modelling techniques to understand the subsurface morphology, eruptive history and magma volumes of maar volcanoes within the Newer Volcanics Province, South-Eastern Australia: Thesis appendices

description: Appendices for thesis: The application of geophysical modelling techniques to understand the subsurface morphology, eruptive history and magma volumes of maar volcanoes within the Newer Volcanics Province, South-Eastern Australia This file set includes<br> <br> 1. 3D models and raw inversion files<br> 2. Geophysics data in the form of Oasis Montaj projects, databases and grid files<br> 3. Petrophysical property database<br> 4. Supplementary data for Ch 2, 3, 4 and Appendix 1.<br> 5. PDF copy of thesis <b><br><br></b>
DOI: 10.6084/m9.figshare.3561285.v1
title: Appendix D. A comparison of overlap at different α.

description: A comparison of overlap at different α.
DOI: 10.6084/m9.figshare.5383753.v1
title: CATALOGO ALFABETICO DELLA LIBRERIA PRIVATA DI GABRIELLO RICCARDI, “BULLETTONE”, di Guglielmo Bartoletti

description: Catalogo alfabetico della Libreria Privata di Gabriello Riccardi, “Bullettone”<br>(Appendice all'interno del volume: <b>Guglielmo Bartoletti, <i>La Libreria privata del Marchese Suddecano Gabriello Riccardi. Il fondo manoscritti</i>, Firenze, Firenze University Press, 2017</b>)<br><i><b>Legenda del catalogo alfabetico</b></i><b>Autore e titolo</b> item come registrato nel Bullettone<br><b>supporto</b> m = membranaceo; c = cartaceo<b>formato</b> f = in folio; 4 = in quarto; 8 = in ottavo; ecc.<b>scaffale</b> il primo numero romano indica lo scaffale, il secondo il palchetto<b>numero</b> (arabo) di catena della Libreria di Gabriello<b>?</b> in caso di incertezza; altrimenti un numero che indica la sezione del volume<b>mano</b> dove non specificato si intende la mano di Giovanni Lami; è specificato quando scrive Giuseppe Maria Mecatti; sono segnalate le aggiunte di Gabriello o di Stefano Sferra o Francesco Fontani<b>Ricc.</b> indica la segnatura attuale del manoscritto<b>b</b> indica una sezione del manoscritto<b>B</b> indica che è presente sul Bullettone la nuova segnatura Ricc. del manoscritto<b>ms</b> indica che è presente sul manoscritto l’originaria segnatura di Gabriello<b>Osservazioni</b> possono riguardare sia il Bullettone e la sua segnatura ma anche la nuova segnatura Ricc.<b>N</b> si tratta di un numero attribuito in automatico per permettere l’ordinamento quale compare nel Bullettone
DOI: 10.17632/n2xn3wvw2w
title: Prediction of key biological processes from intercellular DNA damage differences through model-based fitting. Otsuka, Uchinomiya et al.

description: Python scripts and datasets to understand the interaction between cells when NIH3T3 cells were cultured alone or in co-culture.
DOI: 10.17632/ttmychvvc7
title: Raw_data_konjac_plant_based_patties

description: Methylcellulose, a polymer derived from cellulose, is commonly used in the food industry as a binding and texturing agent. This study explores konjac glucomannan (KGM) as a clean-label alternative to methylcellulose in plant-based meat alternatives. Model plant-based burger patties (PBP) containing KGM were compared with commercial counterparts containing methylcellulose using texture and sensory analysis.
We observed a significant increase in hardness and cohesiveness of PBP with added KGM, matching commercial texture levels under alkaline conditions. Microstructure analysis revealed the presence of micro-pores in the hardest PBP, suggesting a link between three-dimensional network formation and hardness. Alkaline conditions may favor the formation of the three-dimensional network through the deacetylation of KGM which facilitates interactions between KGM and other macromolecules of PBP. Finally, panelist evaluations of texture were strongly correlated with instrumental measurements.
This study brings new knowledge to design meat analogue products with desirable texture properties using clean-label ingredients.
DOI: 10.6084/m9.figshare.24590568.v2
title: Drone-Person Tracking in Uniform Appearance Crowd (D-PTUAC)

description: Drone-person tracking in uniform appearance crowds poses unique challenges due to the difficulty in distinguishing individuals with similar attire and multi-scale variations. To address this issue and facilitate the development of effective tracking algorithms, we present a novel dataset named D-PTUAC (Drone-Person Tracking in Uniform Appearance Crowd). The dataset comprises 138 sequences comprising over 121K frames, each manually annotated with bounding boxes and attributes. During dataset creation, we carefully consider 17 challenging attributes encompassing a wide range of viewpoints and scene complexities. These attributes are annotated to facilitate the analysis of performance based on specific attributes. Extensive experiments are conducted using 44 state-of-the-art (SOTA) trackers, and the performance gap demonstrate the need for a dedicated end-to-end aerial visual object tracker that accounts the inherent properties of aerial environment.<br>
DOI: 10.6084/m9.figshare.936611.v1
title: Ann Arbor Michigan Drinking Water Distribution System 16S rRNA data

description: This data is in support of Manuscript titled: Spatial-temporal survey and occupancy-abundance modeling to predict bacterial community dynamics in the drinking water microbiome. This manuscript is under review for publication in mBio as of February 18, 2014. The authors on this paper are: Ameet. J. Pinto, Joanna Schroeder, Mary Lunn, William Sloan, and Lutgarde Raskin. This is collaborative research between the University of Glasgow - first four authors, and University of Michigan - last and corresponding author. Any queries regarding this dataset should be sent to either Ameet J. Pinto (ameet.pinto@glasgow.ac.uk) or Lutgarde Raskin (raskin@umich.edu). The files included are as follows: annarbordwds.fasta = Unique fasta file of quality trimmed and chimera free sequences. Details on quality control and trimming can be found in associated manuscript. annarbordwds.groups = group file with association of each sequence with its respective sample. annarbordwds.names = name file relating each sequence to their unique sequence as found in the fasta file. grouplegend.text = information on formatting of group file. Files, except for grouplegend.txt, were generated by mother version 1.31.1 (http://www.mothur.org). Sequencing platform was the 454-GS FLX and sequencing was conducted at the University of Illinois Sequencing Centre. Environmental and meta data associated with these samples is provided as supplementary information in the manuscript.
DOI: 10.17632/7gx8xy68jf
title: The initial images of HAADF STEM and EDS Mapping

description: The HAADF-STEM and EDS mapping images are analyzed to get a new crystal structure (Laves phase) in an Al-Zn-Mg alloy.
DOI: 10.26188/5c12fc9d29bbf
title: Intentional Cranial Modification

description: Supplementary data associated with the paper, 'A review of the practice of intentional cranial modification in Eurasia during the Migration Period (4th -- 7th c AD)<br>
DOI: 10.6084/m9.figshare.12587750.v1
title: DATA_ASD_COVID-19

description: The purpose of this study was to compare the psychosocial and behavioural scores of children with ASD before their participation in an adapted judo programme with the scores on the same instruments recorded after the programme and those registered during the lockdown period. The sample was made up of 11 children who participated in an judo programme. The children were assessed four times: baseline, a second time after an eight-week control period, a third time after an eight-week judo intervention and a fourth time after an eight-week lockdown period due to COVID-19. Significant improvements were shown following the judo intervention period compared to Baseline and control. However, the same values significantly declined during the COVID-19 lockdown period resulting in values lower than those recorded at Baseline, Control, or Judo intervention. This is likely due to the stress caused by the sudden halt in activity and the increase in sedentary practices associated with the lockdown.
DOI: 10.6084/m9.figshare.26508976.v1
title: Multi-Offset Synthetic GPR Data

description: <b>Overview</b>This repository contains the data and scripts related to the paper titled "A realistic 2D multi-offset, multi-frequency synthetic GPR data set as a benchmark for testing new algorithms" The data set includes synthetic GPR data generated using gprMax, detailed descriptions of the acquisition geometry, and the required Conda environment for running the associated Jupyter notebooks.<br><b>Repository Contents</b><br>- <code>env.yml</code> Conda environment file listing all dependencies required to run the Jupyter notebooks.- <code>notebooks</code> Directory containing Jupyter notebooks to open and validate the data files.- <code>data</code> Directory containing the synthetic GPR data files.<br><br><b>GPR Data</b>The synthetic GPR data set was generated using the gprMax software, which simulates electromagnetic wave propagation using the Finite-Difference Time-Domain (FDTD) method. The data set includes multiple 2D profiles with varying offsets and frequencies, designed to test and evaluate processing, analysis, and inversion routines for GPR data.<b>Acquisition Geometry</b>For each of the four sections selected within the model, 161 shots and 161 receivers were used, covering different frequencies (50 MHz, 100 MHz, and 200 MHz). Detailed sketches and validation methods are provided within the Jupyter notebooks.<br><b>Usage Notes</b>An example Python code to read the header file and additional usage notes can be found within the Jupyter notebooks provided in this repository.
DOI: 10.6084/m9.figshare.27139086.v1
title: Subject information

description: This information is related to the project "PPG-Based Cholesterol Assessment," which showcases different PPG signals along with the cholesterol levels of the subjects. The purpose is to validate techniques or tools for estimating total cholesterol levels in the blood using the PPG signal.
DOI: 10.6084/m9.figshare.28183904.v1
title: Data tables for Integrated monitoring of the environmental status in Swedish forest ecosystems – IM Annual report for 2023

description: The data tables from the document "Integrated monitoring of the environmental status in Swedish forest ecosystems – IM Annual report for 2023" (DOI: 10.54612/a.76qqvf1j2i ; ISBN: 978-91-8046-577-9) in Excel format.
DOI: 10.6084/m9.figshare.14283246.v1
title: Political advertising and its impact on the participation of users in social networks: presidential elections of Colombia 2018

description: Abstract The research presented in this article analyzes the strategies of the political announcements published on Twitter by the candidates for the second round of presidential election in Colombia, in the year 2018. The purpose and focus of the message of 425 posts was identified and a negative binomial regression model was applied to establish the effects of these elements on the participation of users on Twitter measured by likes, comments and retweets. There were two relevant findings: a) aggressive political advertising – when candidates attack, or defend against an opponent – increases the participation of users on Twitter; b) Messages with personal themes of the candidate have greater social support than publications that address political proposals.
DOI: 10.6084/m9.figshare.16429092.v2
title: Supplementary information_Dataset_PM2.5 and associated chemical components.xlsx

description: This dataset provides PM2.5 concentration in hazy days and nonhazy days, and also associated chemical components
DOI: 10.6084/m9.figshare.16869963.v1
title: Deh Dumen bone histology and cross sectional geometry data

description: This dataset contains all data collected from the midshaft femoral segments extracted from the Bronze Age Deh Dumen archaeological sample. The data include biomechanical measures of cross-sectional geometry and Haversian bone histology.
DOI: 10.6084/m9.figshare.7842284.v1
title: MOESM1 of Prevalence of G6PD Viangchan variant in malaria endemic areas in Lao PDR: an implication for malaria elimination by 2030

description: Additional file 1: Appendix S1. Villagersâ information.
DOI: 10.60893/figshare.pof.28034582.v1
title: Supplementary dataset statement

description: The supplementary data of this study involves patient privacy, please forgive us for temporarily not being able to share these private data. We have uploaded a flow field example of one case, which was computed by computational fluid dynamics method. If the manuscript is accepted, we will apply to share all of these data (2255 cases).
Our private dataset consists of some mechanical parameters in the fluid field, including 3D point cloud coordinates of geometric models, conservative volume fraction and the volume fraction gradient of simulated contrast in the fluid, flow velocity and the velocity gradient of the contrast, conservative volume fraction and the volume fraction gradient of the simulated blood in the fluid, flow velocity and the velocity gradient of the blood, pressure at each node, and volume of finite volumes. These data have great value for fluid mechanics and haemodynamics researchers if they want to conduct the deep learning study on fluid mechanics.
DOI: 10.17632/ps9r2hjxjn
title: Data for: Cost Curve of Large-scale Deployment of CO2-Enhanced Water Recovery Technology in Modern Coal Chemical Industries in China

description: The data is the results of source-sink matching for onshore aquifer sites and coal chemical factory in China.
DOI: 10.17632/vh5grc6y7f
title: Data on the effect of particle size, porosity and discharging rate on the performance of lithium-ion battery with NMC 622 cathode through numerical analysis

description: This is the data of a published paper that explains the effect of some design parameters on the performance of Ni-rich based cathode lithium-ion battery
DOI: 10.6084/m9.figshare.12971090.v2
title: ERA-Interim Surge Reconstruction

description: A daily maximum storm surge reconstruction for 841 tide gauge locations around the globe. The surge reconstruction is based on the ERA-Interim atmospheric reanalysis product
DOI: 10.6084/m9.figshare.17212994.v1
title: Younger Adult .mat Data

description: EMG, marker, and force plate data for younger adults
DOI: 10.6084/m9.figshare.19626912.v1
title: Data for ClonalFrameML: Efficient Inference of Recombination in Whole Bacterial Genomes

description: Contains the following data used as an example (Figure 1) in the paper: <strong>Saureus.fasta </strong>multiple sequence alignment of S. aureus genomes, variable sites only <strong>Saureus.phyML.newick </strong>phylogeny relating the clonal frame of the S. aureus genomes <strong>Saureus.non-core-sites.txt</strong> list of variably present sites to exclude from analysis <strong>core-sites.txt</strong> list of core sites present in all genomes <strong>cfml_results_2.R</strong> R code for generating figures
DOI: 10.6084/m9.figshare.9255662.v2
title: Manuscript dataset

description: Manuscript dataset
DOI: 10.15468/dl.5peyd9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "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 ((34.9038 27.8147,35.2246 28.8496,26.9648 28.8496,26.9648 19.8496,35.9648 19.8496,35.9648 24.4806,35.4928 25.0593,34.4963 26.7709,34.4829 27.231,34.9038 27.8147))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013123-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28722068.v1
title: periwinkles

description: <pre>31 periwinkles (a kind of sea snail) were removed from it original place and released down shore. A VonMises likelihood is used to model the direction of motion as function of the distance travelled by the periwinkles after being release.</pre>
DOI: 10.6084/m9.figshare.29168123.v1
title: VulnCoT code

description: All data and code used in this study will be made publicly available upon publication.
DOI: 10.17632/hyr49bdmxd
title: Supplementary Files

description: Meta-Analysis of mHealth Applications and Telemonitoring in Atopic Dermatitis Self-Management: Improving Quality of Life and Patient-Reported Outcomes, but Not Disease Severity
DOI: 10.6084/m9.figshare.24233629.v15
title: <b>Unlocking Optimal ORM Database Designs: Accelerated Tradeoff Analysis with Transformers</b>

description: Optimizing object-relational database mapping (ORM) design is essential for software system performance. However, current ORM design tools widely used in practice offer limited support for evaluating performance implications. State-of-the-art relying on systematic tradeoff analysis provides greater assistance but becomes impractical for large-scale, real-world systems. In this paper, we introduce an innovative solution grounded in machine learning to efficiently and scalably identify optimal ORM database tradeoffs.Our approach involves training a transformer model using a dataset of formally analyzed object-relational database designs to identify Pareto-optimal design tradeoffs, significantly reducing the number of design candidates. The extensive experiments across various software database systems demonstrate the high effectiveness of the approach in identifying optimal design alternatives overlooked by leading ORM tools. Additionally, our results show a remarkable 98.21 % improvement in analysis efficiency compared to the current state-of-the-art, reducing tradeoff analysis time from over 15 days to around 18 minutes on average.<br><br>
DOI: 10.6084/m9.figshare.27636264.v1
title: Software Composition Analysis and Supply Chain Security in Apache Projects: an Empirical Study - Supplementary Materials

description: This supplementary material contains the raw data and R analysis scripts of the paper "Software Composition Analysis and Supply Chain Security in Apache Projects: an Empirical Study".
DOI: 10.60893/figshare.jap.27216342.v1
title: Supporting Information

description: Supporting Information
DOI: 10.17632/vzmb8ddwzb
title: Revisiting the depositional age and provenance characteristics of metasedimentary rocks from the basement units in the Central Pontides (N Turkey): New constraints for tectonic evolution of the southern Black Sea region

description: This dataset includes the whole rock geochemistry, detrital zircon U-Pb, trace element and Lu-Hf and mica Ar-Ar data from a study on the basement units (Devrekani Massif, the Geme Complex and the Serveçay Unit) in the Central Pontides (N Turkey) to constrain the depositional age, provenance characteristics and tectonic evolution of metasedimentary rocks.
DOI: 10.25405/data.ncl.8267957.v1
title: Tissue Bank Protocol

description: Description of the purpose of the Newcastle Uteroplacental Tissue Bank, the patient categories and the tissue types sourced.
DOI: 10.6084/m9.figshare.22762427.v1
title: HMAP Dataset 2: SE Australian Trawl Fishery II

description: On 28 November 1991, the New South Wales Department of Agriculture and Fisheries provided historical data relating to the South East Fishery (SEF) to the Bureau of Resource Sciences (BRS) in accordance with the Fishing Industry Research and Development Corporation (FIRDC)-funded ‘historic SET catch data’ project. The data were originally collected by CSIRO and handed over to NSW Fisheries when CSIRO ceased work in the 1960s on what was then known as the ‘South East Trawl Fishery’. These data cover the periods 1918-1923, 1937-1943 and 1952-1957. No documentation exists for these data except for a simple description of the data field names. This document describes the processing carried out, and the assumptions made, to convert the data into a format suitable for inclusion in the Australian Fishing Zone Information System (AFZIS). This format, in turn, was adapted to render the data compatible with the HMAP/OBIS schema.
DOI: 10.6084/m9.figshare.4519343.v1
title: Individual Risk.csv

description: These two spreadsheets are used for individual and group risk analysis respectively. In the individual sheet, individual meerkats are listed at different time periods. Each animal has a unique code. Year and Year 2 are different groupings for the time period being investigated. Sex is a binary variable, and Tb-status refers to whether the animals has been identified as a TB case (1) or not (0). Final age is the last age for that animal before it either dies or the end of the study. Age_yrs, life-stg, and Age. cat are all different groupings of age. Natal_Group is the social group that the animal was born in and final group is where it ended up. Ever_dom refers to whether it ever became the dominant animal in a group, and Dominance_duration denotes how many days it remained in this position. In the Group level sheet, different social groups are listed. Group formation date and group end dates are given (when the group ceased to exist. Social group size is given by av_size and gp_size. Year, Yr_period, and year_period are different date groupings. dis_status differentiates between groups that have never had TB observed (0) and those that have (1). ad_sub_m gives the number of group members who are oover one year old, male, and not dominant. ad_sub_m12 is the maximum number of such animals in a group in the past year. Columns Q-U characterise the rainfall in each time period. dom_change, dom_change6, and dom_change 12 refer to whether a dominance change occurred in a given month (1) or not (0), or in the previous 6 or 12 months. Similarly, imm, imm6, and imm12 refer to whether new members joined the group that month (1) or not (0), or in the previous 6 or 12 months.
DOI: 10.17632/58frjfwtdd
title: KIPF Household Longitudinal Dataset

description: The KIPF Household Longitudinal Dataset is a survey conducted by the Korea Institute of Public Finance (KIPF) that tracks detailed financial information on South Korean households over time. This dataset includes a wide range of variables, such as income, expenditures, assets, liabilities, and debt repayment behaviors. It allows for an in-depth analysis of household financial stability, debt management, and the impact of economic policies on household finances. Its longitudinal nature enables researchers to study changes in household behavior and financial conditions over multiple years.
DOI: 10.17632/zdxh36vxh3
title: Data set

description: Supplementary material for the article "Daring and distress: Insights on adolescent risk taking and difficulties in emotion regulation from a network analysis perspective."
DOI: 10.6084/m9.figshare.24425566.v2
title: Data - 02-08-2023

description: EEG Data Collected on 02-08-2023