cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bz3sknj7nt
title: Exploring factors affecting the conversion of the coefficient of restitution to equivalent free fall impact height

description: The coefficients of restitution of packaging systems are evaluated to find the optimal method for decreasing the error of the equivalent free fall impact height in laboratory simulation. Single-factor tests were used to investigate the effects of the number of impacts, impact height, impact orientation, temperature, and humidity on the coefficient of restitution. Results show that the coefficient of restitution ranges from 0.25 to 0.51 and is mainly influenced by the impact orientation and number of impacts. Generally, the coefficients of restitution of the flat are larger, followed by the edge and corner, and show an asymptotic increase with the increase of number of impacts. In addition, this study reviewed the conventional coefficient of restitution calculation method and proposed a coefficient of restitution correction matrix based on the test results to predict the equivalent free fall impact height. By conducting a field road test and elastoplastic substrate drop tests, the error of the equivalent free fall impact height was decreased by 2-3 times compared to the conventional coefficient of restitution calculation method. The proposed matrix provides a novel approach to the conversion of coefficients of restitution to equivalent free fall impact heights in laboratory simulation for a wide range of applications.
DOI: 10.6084/m9.figshare.14544792.v8
title: Supplementary Document - Global evolutionary dynamics and resistome analysis of Clostridioides difficile ribotype 017 (DOI: https://doi.org/10.1101/2021.07.04.451084)

description: A dataset of <i>C. difficile</i> ribotype 017 genomes included in the phylogenomic analyses.<br>This study is now available at https://doi.org/10.1101/2021.07.04.451084
DOI: 10.6084/m9.figshare.17104568.v3
title: Data Protein-Energy Nutritional Status of Lowlanders Mimika, Papua, Indonesia xlsx.xlsx

description: This raw data consists of socio-characteristics, dietary intake, food groups, body composition, laboratory profile of Mimika study population
DOI: 10.6084/m9.figshare.21441645.v1
title: Prediction of global methane oxidation rates using a random regression forest (RRF) machine-learning method

description: Combining our measured methane oxidation rates with previously published data (a total of 427 datapoints) in diffusion-driven coastal waters, we generated predictions of global MOx rates in shallow waters (0-50m) based on published methane, salinity, temperature, and depth data using a random regression forest (RRF) machine-learning method.
DOI: 10.6084/m9.figshare.27977781.v1
title: scRNA-seq data matrix files of PBMCs from healthy donors and patients with Wilson Disease

description: These scRNA-seq data matrix files are obtained from PBMCs of healthy donors and patients with Wilson Disease.
DOI: 10.6084/m9.figshare.7581473.v2
title: Datasets for "Excessive rainfall leads to maize yield loss of a comparable magnitude to extreme drought in the United States"

description: Updated on 2021/07/01 Add python codes for data processing of the NASS yield data, PRISM climate data, RMA insurance data, agmip yield simulation data, and related geospatial analysis-------------------This repository is for the datasets and codes for “Excessive rainfall leads to maize yield loss of a comparable magnitude to extreme drought in the United States” (Li et al. 2019 GCB). The datasets include maize yield, climate data, maize yield loss from crop insurance data in the US, etc. The datasets can reproduce the results of the paper and they can also be reused to explore other topics. Please cite Li et al (2019) or acknowledge this dataset (DOI: 10.6084/m9.figshare.7581473) when using it.
DOI: 10.17632/3nrkg29n34
title: Data for: Predicting Tick-Borne Encephalitis Using Google Trends

description: Google Trends Data from Germany with the term "FSME" and weekly reported case numbers
DOI: 10.17632/jggcgy93x8
title: Pinterest financial statements

description: This article will explain what advantages retail investors have over high salaried investment managers and institutions and why Warren Buffets bet that any investment manager cannot outperform the SNP500 was free money.

Rebalancing

Take a simple example of 2 companies: Apple and IBM. Over the last 5 years Apple is up almost 5x while IBM has done practically nothing. Had you started with a portfolio equally weighted with both companies 5 years ago and rebalanced monthly you would have to sell/Trim Apple regularly and use the funds to purchase additional IBM stock.

Now scale that up to 10, or 100 companies. Over the long run most will go up, some will go down and a select few will explode upwards. With rigid rules like “no company can represent more than 3% of the portfolio. As one company goes parabolic (AMD, NVDA, Apple, Tesla etc..) if you let it ride it will ultimately represent 10%+ of the portfolio. however with rebalancing you are taking from the winners and giving to the losers, in many cases stocks that have no business in any portfolio.

Bond Allocation

Disclosure: I work in the insurance industry as an actuary creating insurance policies, most of the policies are hedged by bonds (we buy in billions). However the value and total return of a bond index actually does better in a decreasing interest rate environment than a rising one.

Older bonds yielding 4-10% have multiplied in value as interest rates have decreased since 1982, the last 38 years. Just for some context the interest / bond yield was 15% in 1982, and has decreased to almost 0% today. Over the last 38 years bonds h…
Older bonds yielding 4-10% have multiplied in value as interest rates have decreased since 1982, the last 38 years. Just for some context the interest / bond yield was 15% in 1982, and has decreased to almost 0% today. Over the last 38 years bonds have done very well, however investing them today is like looking in the rear view mirror to drive forward, this performance will not be repeated unless we get into negatives as shown above.Source : I made this
As seen above any portfolio containing bonds since 1982 has delivered what seems to be risk free excess returns. However now that we are at the end of the cycle, the famous 60/40 Stock/Bond or 50/50 etc.. will all significantly underperform historic…
DOI: 10.6084/m9.figshare.12816311.v1
title: Evaluation of in vivo THz Imaging for Assessing Human Skin Hydration

description: Data taken from 20 human subjects using in vivo thz tds measurements and using a corneometer. Measurements taken before treatment after 20 minutes after treatment. Treatment regions: 1:Anhydrous, 2:Aqueous, 3:Water-in-Oil, 4:Control.Pressure data and thz data in the h5 files within the folders, corneometer data in a single spreadsheet.
DOI: 10.6084/m9.figshare.26062627.v1
title: Supplementary Material for: Reporting practices for animal studies on peritoneal dialysis conducted in 2021-2023 after the introduction of the ARRIVE 2.0 guidelines

description: Introduction. The first version of Animal Research: Reporting of In Vivo Experiments (ARRIVE 1.0) guidelines was introduced to improve reporting of animal research, but did not lead to major improvements in this respect, which applied also to animal studies on peritoneal dialysis (PD). Here, we examined the performance of a revised version of these guidelines (ARRIVE 2.0). 
Methods. 89 relevant articles published in 2018-2020 (ARRIVE 1.0 period) and 97 published in 2021-2023 (ARRIVE 2.0 period) were identified in PubMed® and analyzed for completeness and transparence of reporting. 
Results. In both periods, most studies were carried out in Asia, on rodents, and concerned the peritoneal pathophysiology. During ARRIVE 2.0, more studies were published in higher impact factor journals with the focus on pharmacology and immunology. Compared to ARRIVE 1.0, general aspects of study design and reporting improved during ARRIVE 2.0 period in studies generated in Europe and America, but did not change significantly in Asia. Detailed analysis showed no improvement in completeness of reporting key information included in the ARRIVE 2.0 Essential 10 checklist. Articles from both periods were deficient in sample size calculations, use of blinding, recording adverse events and drop-outs, and specification of appropriate statistical methods. The level of reporting during ARRIVE 2.0 did not correspond to the journal impact factor and the presence of recommendations for the use of ARRIVE 2.0 in their instructions to authors. 
Conclusion. So far, ARRIVE 2.0 has not produced significant improvements in the reporting of animal studies in PD.
DOI: 10.6084/m9.figshare.28107947.v1
title: Supplementary Table 2.xlsx

description: We submitted the sequenced genome data of <i>B. velezensis</i> B26 to the RAST server. This service provides fully automated annotation for bacterial genomes. Using the RAST annotation platform, we recognized genes coding for proteins, ribosomal and transfer RNAs, assigned functional roles to these genes, and predicted the subsystems present in the <i>B. velezensis</i> B26 genome (Supplementary Table 1). Furthermore, the annotated genome is presented on a platform that allows for comparative analysis in the SEED environment (Figure 2).
DOI: 10.17632/z3rp47mdsf
title: Rights and obligations of spouses against each other according to the law approved in Iran & U.S

description: This dataset is part of a doctoral research project titled “Rights and Obligations of Spouses Against Each Other According to the Law Approved in Iran & U.S.” It contains the full legal-analytical manuscript examining and comparing the financial and non-financial rights of spouses under the legal systems of the Islamic Republic of Iran and the United States. Topics discussed include marriage, divorce, custody, maintenance, mahr (dower), nafaqah (spousal support), and marital property rights.

The research offers a critical analysis of the Iranian family law framework, highlighting its outdated, jurisprudence-heavy structure, which often contradicts the needs of modern Iranian families and fails to reflect their social and cultural realities. In contrast, U.S. legal developments provide reform-oriented insights that are explored comparatively. The manuscript provides detailed legal reasoning, statutory interpretation, and suggestions for harmonization and reform.

This dataset is intended for use by legal scholars, practitioners, policy makers, and students specializing in family law, comparative law, and private law. It is made available under a Creative Commons Attribution (CC BY 4.0) license, allowing for open access, citation, and academic reuse. The document can be cited using the reserved DOI.
DOI: 10.6084/m9.figshare.14992944.v1
title: 66KVimage.zip

description: For insulator fault detection
DOI: 10.17632/dxz3dk3tcm
title: Data for: Prediction of cytotoxic T lymphocyte epitope using sequence weighting and artificial neural network based EasyPred modeler
DOI: 10.6084/m9.figshare.27854115.v1
title: Supplemental File with TCGA raw data(TCGA clinical information and TCGA expression profile for LGG patients)

description: TCGA clinical information and TCGA expression profile for LGG patients.
DOI: 10.6084/m9.figshare.28578467.v1
title: Supplementary Data for manuscript Effects of ocean alkalinity enhancement on plankton in the Equatorial Pacific

description: These datasets are the supplementary information for a manuscript which includes supplementary tables 1, 2, 3 and 4.
DOI: 10.17632/tx4bm4d8sr
title: Data for Potassium isotope composition in global loess: Origins and implications

description: The XRF results and all XRD and XANES numerical data collected as part of this study are available
DOI: 10.6084/m9.figshare.19369463.v6
title: Description and quality of the snakebite database in Brazil from 2007 to 2020

description: “<b>NAIMAC</b>” is a compressed .zip file with a set of 378 DATASUS open datasets."<b>R_script_for_Silva-Neto_et.al.05.07.2022.zip</b>” is a compressed file with all R scripts used for dataset joining, variable preprocessing, completeness assessment, and Table 1 design."<b>Figure 1"</b> presents the bank's total processing steps. The set of 378 datasets were cured. These were extracted and joined, resulting in 2,422,825 records, which were filtered for snakebites."<b>Figure 2"</b> shows the number of records in the dataset by type of snakebite reported in Brazil from 2007 to 2020"<b>Figure 3"</b> shows the age structure of reported cases in this dataset, divided into three categories: youth (up to 18 years of age), adults (age between 20 and 59 years) and elderly (60 years and over)."<b>Figure 4"</b> shows heat maps of the number of accumulated reported snakebite cases, by type of snakebite and municipalities in Brazil."<b>Figure 5"</b> represents the distribution of severity by type of snakebite."<b>Figure 6"</b> represents the number of deaths from accidents over the years."<b>Table 1"</b> Socio-demographic data (SINAN_2007_2020)"<b>Table 2"</b> Clinical/Laboratory data – Symptoms. (SINAN_2007_2020)"<b>DATA_BASE</b>" SINAN database to create table 3."<b>Table 3"</b> Descriptive table<br>“<b>LIM_MUNI_2017</b>” is a compressed .zip file with shapefile files used for accident distribution maps by city.<br>
DOI: 10.6084/m9.figshare.28933973.v2
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: 10.17632/m6t78vngbt
title: 8-channel EMG, EEG upper limb gesture data.

description: This dataset includes EMG and EEG data acquired using the Myo armband and OpenBCI Ultracortex IV. The dataset is intended for the intuitive control of a rehabilitation device.
DOI: 10.17632/xyn9bg36wr
title: Bio-oil yield from co-pyrolysis of biomass and plastic

description: Dataset for prediction of bio-oil yield from co-pyrolysis of biomass and plastic using machine learning.
DOI: 10.6084/m9.figshare.11498151.v1
title: Concatenated DNA and amino-acid sequence alignments of plastid, mitochondrial and combined organellar data for Soto Gomez et al. article, "A bi-organellar phylogenomic study of Pandanales: inference of higher-order relationships and unusual rate-variation patterns"

description: DNA and amino-acid alignments of plastid, mitochondrial and combined organellar data for Soto Gomez et al. article, "A bi-organellar phylogenomic study of Pandanales: inference of higher-order relationships and unusual rate-variation patterns", submitted to Cladistics.
DOI: 10.17632/6wfg4kdkbb
title: Vehicle Input Parameters

description: This dataset of vehicle input parameters consists of Calspan Tire Parameters for 155S R13 Tire Radial, Vehicle Input Parameters Used for Validation, and Perodua Kancil 660 EX Input Parameters. This dataset is required in Model-based Vehicle Dynamics Framework and Sensor Fusion-based Lane Departure Warning Framework.
DOI: 10.17632/xd8s497nsz
title: Data for: Structural Properties and Recrystallization Effects in Ion Beam Modified B20-type FeGe Films

description: Disordered iron germanium (FeGe) has recently garnered interest as a testbed for a variety of magnetic phenomena
as well as for use in magnetic memory and logic applications. This is partially owing to its ability to host skyrmions
and antiskyrmions — nanoscale whirlpools of magnetic moments that could serve as information carriers in spintronic devices. In particular, a tunable skyrmion-antiskyrmion system may be created through precise control of the defect landscape in B20-phase FeGe, motivating developing methods to systematically tune disorder in this material and understand the ensuing structural properties. To this end, we investigate a route for modifying magnetic properties in FeGe. Specifically, we irradiate epitaxial B20-phase FeGe films with 2.8 MeV Au4+ ions, which creates a dispersion of amorphized regions that may preferentially host antiskyrmions at densities controlled by the irradiation fluence. To further tune the disorder landscape, we conduct a systematic electron diffraction study with in-situ annealing, demonstrating the ability to recrystallize controllable fractions of the material at temperatures ranging from approximately 150◦ C to 250◦C. Finally, we describe the crystallization kinetics using the Johnson-Mehl-Avrami-Kolmogorov model, finding that the growth of crystalline grains is consistent with diffusion-controlled one-to-two dimensional growth with a decreasing nucleation rate.

This dataset includes all the raw data and the Python script used for data analysis and figure generation for the paper. This includes .csv files containing the data used in figures, microscopy images (.tif files), python code used for the analysis, and an Origin file (.opju) containing all figures and data spreadsheets, which can be opened using Origin Viewer, a free application that permits viewing and copying of data contained in Origin project files.
DOI: 10.6084/m9.figshare.12793490.v1
title: The snpnet polygenic risk score coefficients for Testosterone levels described in 'Sex-specific genetic effects across biomarkers'

description: This dataset contains the coefficients of the polygenic risk scores for Testosterone levels described in the following publication:<br><br> E. Flynn, Y. Tanigawa, F. Rodriguez, R. B. Altman, N. Sinnott-Armstrong, M. A. Rivas, Sex-specific genetic effects across biomarkers. European Journal of Human Genetics, 1-10 (2020). https://doi.org/10.1038/s41431-020-00712-w<br>We provide 3 files corresponding to the polygenic risk score models training on the following set of individuals:<br><br>- "snpnet.BETAs.Testosterone.combined.tsv.gz": A PRS model trained on both male and female individuals<br>- "snpnet.BETAs.Testosterone.female-specific.tsv.gz": A PRS model trained on female individuals<br>- "snpnet.BETAs.Testosterone.male-specific.tsv.gz": A PRS model trained on male individuals<br><br>Those files are compressed tab-delimited table files, each of which contains the coefficients (weights) of the polygenic risk score and have the following columns:<br><br>- CHROM: the chromosome. The pseudoautosomal region in X chromosome is coded as XY.<br>- POS: the position<br>- ID: the variant identifier<br>- REF: the reference allele<br>- ALT: the alternate allele<br>- BETA: the coefficients (weights) of the PRS<br><br>Note that we used GRCh37/hg19 genome reference in the analysis and the BETA is always reported for the alternate allele.<br><br>We used the BASIL algorithm implemented in R snpnet package, which is described in another preprint:<br><br>J. Qian, et al, A Fast and Flexible Algorithm for Solving the Lasso in Large-scale and Ultrahigh-dimensional Problems. bioRxiv, 630079 (2019). doi:10.1101/630079<br><br>
DOI: 10.6084/m9.figshare.13681375.v6
title: Sea Surface Temperature Yearly Statistics

description: Each of the zip files contains the summary statistics of <b>sea surface temperature for each year</b>, including mean, max, min, range, and standard deviation (sd) in GeoTIFF format.<br> Review publication for a more detailed data description.<br> For R users, an R script has been provided to download data from Figshare directly from R. Script can be found at https://doi.org/10.6084/m9.figshare.13692037 and https://rpubs.com/mcastan2/DGCC_auxiliary_material with additional auxiliary material.<br>
DOI: 10.6084/m9.figshare.14937774.v1
title: Supporting data for "Chromosome-scale genome assembly and transcriptome assembly of kawakawa Euthynnus affinis; a tuna-like species"

description: This is supporting data for "Chromosome-scale genome assembly and transcriptome assembly of kawakawa Euthynnus affinis; a tuna-like species". See readme.txt for more information about each file.
DOI: 10.6084/m9.figshare.29120486.v2
title: Dataset Research of Using Travel Application.xlsx

description: This is the dataset that I use from the survey results related to user satisfaction with several online travel applications in Indonesia. I use this data for analysis purposes in my research.
DOI: 10.6084/m9.figshare.761221.v1
title: Are large-scale flow experiments informing the science and management of freshwater ecosystems?

description: Julian D. Olden, Christopher P. Konrad, Theodore S. Melis, Mark J. Kennard, Mary C. Freeman, Meryl C. Mims, Erin N. Bray, Keith B. Gido, Nina P. Hemphill, David A. Lytle, Laura E. McMullen, Mark Pyron, Christopher T. Robinson, John C. Schmidt, John G. Williams. In press. Are large-scale flow experiments informing the science and management of freshwater ecosystems? <em>Frontiers in Ecology and the Environment</em> 00:000-000. <strong>PLEASE email J. Olden (olden@uw.edu) if you use this data in your research.</strong> Database with site description and experimental flow attributes (see Web Appendices for more details).
DOI: 10.17632/vs8m5gkyfn
title: Brugge_Breast_Atlas_CyTOF_Primary_Processed

description: A Breast Atlas Integrating Single-Cell Proteomics and Transcriptomics, Developmental Cell, 2022

Processed and final primary breast CyTOF data (relating to Figures 1/S1 and 3/S3)
DOI: 10.6084/m9.figshare.25920019.v1
title: <b>Industrial Metal and Cryptocurrency Market Plummets: Interdependence, Policy Uncertainty, or Investor Sentiments?</b>

description: This study examines the interdependence between industrial metals and cryptos, particularly during the recent downturn in both markets. Focusing on the most impacted and comparatively volatile cryptos (Bitcoin, Dashcoin, Ethereum, Litecoin, and Monero) and industrial metals (aluminium, copper, lead, nickel, and zinc) from January 2017 to December 2023, the study employs all varying wavelet techniques. The study confirms the dynamic interdependence structure between the sample metals and cryptos through the bivariate analysis, with events like the global health crisis and the crypto and metal markets crash playing significant roles.
DOI: 10.6084/m9.figshare.26089296.v1
title: HiGTS_2016s3

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2016s3 contains the data from July 1, 2016 to September 30, 2016.
DOI: 10.6084/m9.figshare.3518360.v1
title: Appendix A. Tables presenting equations for the multiple element limitation (MEL) model and the process and parameter definitions, values, and sources for the MEL model.

description: Tables presenting equations for the multiple element limitation (MEL) model and the process and parameter definitions, values, and sources for the MEL model.