cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.8263796.v2
title: SoilHealthDB_V1.xlsx

description: Here, we collected, extracted, and integrated a database of soil health measurements conducted in the field from sites found across the globe. The database, named <i>SoilHealthDB</i>, currently focuses on four main conservation management methods: cover crops, no-tillage, agro-forestry systems, and organic farming. The database includes 5,241 data entries from 281 published studies. These studies represent 324 geographic sites (i.e., locations with unique latitudes and longitudes) in 41 countries around the world. The <i>SoilHealthDB</i> includes 42 soil health indicators and 45 background indicators that describe factors such as climate, elevation, and soil type. A primary goal of this effort is to enable the research community to perform comprehensive analyses, e.g., meta-analyses, of soil health changes related to cropland conservation management. The database also provides a common framework for sharing soil health, and the scientific research community is encouraged to contribute their own measurements.
DOI: 10.17632/bprm9mpdnb
title: LS-DYNA Input Files for DSIF Simulation of a Funnel

description: The following data files contain the input text files to initiate a finite element simulation of Double-Sided Incremental Forming (DSIF) in LS-DYNA. Specifically, LS-DYNA Explicit version 10.1 by LSTC. The part geometry is a funnel. Moreover, this DSIF finite element simulation incorporates a novel tool-model which considers the aggregate effects of machine compliance. The main file is "main_compliant.k", which then makes calls to the other files via the *INCLUDE keyword. This main file contains definitions for part instances, contact interfaces, solver parameters, boundary conditions, property assignments, and output quantities. The files, "botToolAndRing_9p525mm.k" and "topToolAndRing_9p525mm.k", contain definitions of the elements/nodes for the top and bottom tools. The "sheet200X200mm_0p5mmPolar_6ElThru.k" file contains the element/node definitions for the metal sheet. The "materials.k" file contains definitions of the material models used in the simulation, as well as the spring and damper properties for the compliant tools. The files, "fullFunnel_1000mms_DynaBotTips.k" and "fullFunnel_1000mms_DynaBotTips.k", contain definitions of the toolpaths (in X-, Y-, Z-coordinates) for the top and bottom tools. Finally, "fullFunnel_1000mms_DynaOutputTimes.k" contains definitions for when the simulation should export entire simulation states as LS-DYNA .d3plot files.
DOI: 10.17632/hm794f5bjr
title: Koefoed et al., Antarctic ordinary chondrite K isotope and major elemental data

description: K isotope and major elemental data for the four Antarctic unequilibrated ordinary chondrites analyzed in the Koefoed et al. study. The data show the chondrules from these ordinary chondrites all exhibit light K isotope compositions, suggesting incomplete condensation as a formation mechanism.
DOI: 10.17632/vsky9mtyz3
title: A Complex Hierarchy of Avoidance Behaviors in a Single-Cell Eukaryote, Dexter et al. (Day 7)

description: Videos for Dexter et al. (Day 7)
DOI: 10.6084/m9.figshare.28200563.v1
title: <b>DATA REPOSITORY FOR: Metabolic Predictors and Risk Stratification of Post-Thyroidectomy Hypocalcemia: A Retrospective Analysis and Predictive Machinery Model.</b>

description: DATA REPOSITORY FOR: Metabolic Predictors and Risk Stratification of Post-Thyroidectomy Hypocalcemia: A Retrospective Analysis and Predictive Machinery Model.
DOI: 10.6084/m9.figshare.7452710.v1
title: Implementation of a Multi-Gbit/s and GFDM-based Optical-Wireless 5G Network

description: Abstract We report the implementation of an optical-wireless 5G network based on generalized frequency division multiplexing (GFDM) and multi-Gbit/s communication. Dual-drive Mach-Zehnder modulator was employed, enabling simultaneously RF signals transport using two 5G candidate bands, namely: 26 GHz band for providing a femtocell with 2 Gbit/s throughput; 700 MHz band for enabling rural access applying a supercell. A vector signal generator provides the broadband 26 GHz signal. The Brazilian GFDM-based 5G transceiver generates the lower-frequency signal, with the advantage of low out-of-band emission. An experimental digital performance analysis illustrates the suitability of the proposed solution to address 5G requirements.
DOI: 10.17632/yxvr85b69r
title: The responses of individual organoid to different treatments: data for Patient-derived organoids predict chemoradiation responses of locally advanced rectal cancer

description: The responses of individual organoid to different treatments (irradiation, 5-Fu and CPT-11): data for Patient-derived organoids predict chemoradiation responses of locally advanced rectal cancer.
DOI: 10.6084/m9.figshare.19991777.v1
title: R/The_Donald Reddit Dataset

description: This dataset contains publically available posting data on users who posted on r/The_Donald in January 2017. All data was scraped via the PushShift.io project. Dataset contains monthly posting data of each individual and the results of term frequency analysis. All sampled users were anonymized.
DOI: 10.6084/m9.figshare.22817525.v3
title: Data on "Reconciling carbon quality with availability predicts temperature sensitivity of global soil carbon mineralization"

description: <br>Data on "Reconciling carbon quality with availability predicts temperature sensitivity of global soil carbon mineralization<b>"</b>
DOI: 10.6084/m9.figshare.1189284.v1
title: S7 sandstone

description: Micro-CT image of S7 sandstone and extracted networks (Dong and Blunt, 2009, DOI: http://dx.doi.org/10.1103/PhysRevE.80.036307) The image can be visualised by opening the Nrrd header file S7.nhdr in visualization software such as Paraview or ImageJ (http://fiji.sc/Fiji), You can also open the S7.nhdr file in a text editor to see the image and voxel sizes. See the link provided for further information.
DOI: 10.6084/m9.figshare.11962569.v1
title: L2 Section, Sample 17. 84 Year Old Female

description: A 3 mm thick para-sagittal slice of L2 vertebra from an 84 year old female embedded in PMMA then micro-milled block surfaces carbon coated for quantitative 20kV BSE SEM.<br><br>Later polished to remove coating and then imaged with high-contrast X-Ray Micro-tomography at 90 kV with 30 micron voxel size.<br>There is also a 3D VR model of this sample available :<br>https://skfb.ly/6QSA9<br>
DOI: 10.15468/dl.yesa8g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina silus (Ascanius, 1775)",
 "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 ((40.877 -22.4563,40.8172 -22.0642,40.48 -21.825,40.0801 -21.8881,39.8467 -22.172,39.8612 -22.5315,40.2159 -22.8442,40.6757 -22.7649,40.877 -22.4563))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013300-250525065834625/datasets/export for details.
DOI: 10.17632/gdtnnfyr7s
title: ITC-Net-Blend-60: A Comprehensive Dataset for Robust Network Traffic Classification in Diverse Environments - Scenario E

description: This dataset includes network traffic data from more than 50 Android applications across 5 different scenarios. The applications are consistent in all scenarios, but other factors like location, device, and user vary (see Table 1 of the DetailedDescription document in the Supplementary Materials repository). 
The current repository pertains to Scenario E. Within the repository, for each application, there is a compressed file containing the relevant PCAP files. The PCAP files follow the naming convention: {Application Name}{Scenario ID}{#Trace}_Final.pcap.
DOI: 10.17632/xr38s95sm9
title: FusionCalibDatasets_test

description: This is one of the experimental data of the FusionCalib method of single-node calibration for roadside integrated radar camera fusion sensor. It includes:
1. Raw data: output.avi (from monocular camera); radarTrack.npy (from 4D millimeter-wave radar); lidarPcl.npy (from 16-line LiDAR).
2. Config file: config
3. Vehicle bottom detections: output-bottom.npy
4. Vehicle bottom pixel trajectories: output-ByteTrack.npy
5. All 3D positions of vehicle bottom: PlanePoint.npy
6. Calibration results: res
7. Vehicle 3D bounding boxes: output-3D.npy

You can read .npy files using python code:
``
import numpy as np
data=np.load('.npy',allow_pickle=True)
``
Other files are for the compared method described in our paper.
DOI: 10.6084/m9.figshare.20485038.v1
title: Supplementary Tables

description: Sarcoidosis is an inflammatory disease that affects any organ. Cell analysis of bronchoalveolar lavage (BAL) fluid is a valuable tool in the diagnostic workup and differential diagnosis of sarcoidosis. This work contains association analysis results between sarcoidosis's genetic variants and quantitative cells of BAL cell populations.
DOI: 10.6084/m9.figshare.22354567.v2
title: TDC BBB-Martins Model Results Summary

description: Summary of collection of models that make predictions for a drugs ability to penetrate the blood brain barrier using Therapeutic Data Commons BBB-Martins dataset
DOI: 10.6084/m9.figshare.23850324.v7
title: The dataset needed to reproduce the results in the TimeTalk manuscript

description: This is the source code to reproduce the TimeTalk manuscript
DOI: 10.17632/bzh2dwh3rp
title: Supporting Code and Data for "Innovation and Capital"

description: The code in this replication package produces the tables and figures of the paper and appendix from several data sources. This replication package lists the necessary source data and code to replicate the results. The code itself details the process. All source data have been made available in the repository except for (1) VentureXpert data on venture capital, which is readily downloadable with most universities’ access, (2) patent data from the replication archive of Gross and Sampat (2023) containing information on government-interest patents and which were used (in part) to supplement our main patent data source, and (3) high growth entrepreneurship data from the Startup Cartography Project (SCP) of Guzman and Stern (2020).

Python code runs on Python 3.9.

Stata code runs on Stata-MP version 18. 

To replicate the paper’s results, and to understand the order and manner in which data sets were processed and combined, one can follow the code from source data to output. The paper’s “Data and Sample” section and Appendix A are informative on sources, references to papers with even more detail on parts of the data, and construction of measures.
DOI: 10.17632/m7k9fzwyyr
title: Atomistic survey of grain boundary-dislocation interactions in FCC Nickel
DOI: 10.17632/pjvbhn6mwy
title: Data for: Tracing subducted oceanic slabs in the mantle by using potassium isotopes

description: Potassium isotopic data for a suite of well-characterized continental basaltic lavas from Northeast China to explore mantle K isotopic heterogeneity related to crustal recycling.
DOI: 10.17632/yd68h4tjy2
title: Viveiros, et. al (2025). "Electronic Patient Message Burdens: An Analysis of Factors Associated with Electronic Patient Message Quantity and Turnaround Time in Dermatology Journal of the American Academy of Dermatology", Mendeley Supplemental Tables

description: Supplemental Table 1. Model metrics for turnaround time and message quantity analyses. This table summarizes key metrics from the linear regression (LR) and negative binomial regression (NBR) models evaluating message turnaround times and message quantity, respectively. The linear regression model reports the Root Mean Squared Error (RMSE) and R2 as measures of fit. The negative binomial regression model includes pseudo-R2, Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), and Deviance to assess model performance and fit.


Supplemental Table 2. Characteristics of faculty dermatologists included in this study, including gender, specialization, rank, years in practice, message quantity, message turnaround time, and weekly patient volume.
DOI: 10.6084/m9.figshare.21286761.v3
title: Supplementary Materials for The First Compound Heterozygous Mutations of DMP1 Causing Rare Autosomal Recessive Hypophosphatemic Rickets Type 1

description: Supplementary Table 1. Primers for qPCR Supplementary Table 2. Identification of DMP1 by LC-MS
DOI: 10.6084/m9.figshare.24422422.v1
title: Dataset: Global cross-sectional student survey on AI in medical, dental, and veterinary education and practice at 192 faculties

description: This dataset contains all data collected and analyzed for publication. For reference, please cite the corresponding article at: https://doi.org/10.1186/s12909-024-06035-4For any inquiries, please contact Felix Busch (felix.busch@charite.de)
DOI: 10.6084/m9.figshare.25078127.v1
title: Untitled Item

description: The aim of this study was to examine the predictive role of parental and child socio-demographic factors, as well as giftedness factors (learning, motivation, creativity and leadership), on emotional and behavioural disorders,. A total of 182 parents completed the demographic questionnaire, the Renzulli-Hartman Scale and the CBCL questionnaire. In addition to giftedness the parental age, the fathers’ education level and chronic illnesses are significant predictors of emotional and behavioural disorders. Giftedness has a greater predictive power for internalization symptoms than for externalization symptoms, in line with previous studies.
DOI: 10.6084/m9.figshare.24449197.v1
title: Hand Gestures Dataset

description: Hand Gestures Dataset for Sign Language Recognition (SLR) composed of six hand gesturesbased on American Sign Language (ASL). The dataset is divided into 6 categories which are "Hello", "Bye", "Yes", "No", "Perfect" and "Thank You". Each category is composed of 400 images where each image is preprocessed using the hand tracking module developed by https://www.computervision.zone/projects and saved with the hand skeleton landmarks on each image.
DOI: 10.6084/m9.figshare.25126073.v1
title: Supplementary Material for: Chronic Liver Disease in Patients with Prolidase Deficiency: A Case Series

description: <b><i>Introduction:</i></b> Prolidase deficiency is a rare autosomal recessive disorder caused by variants in the <i>PEPD</i> gene. Patients usually have multi-organ involvement and a wide range of clinical features including recurrent skin ulcers, dysmorphic facial features, recurrent infections, intellectual disability, and splenomegaly. Studies have shown that patients with prolidase deficiency may have hepatic manifestations including hepatomegaly and abnormal liver enzymes. However, there is no detailed description of liver disease in this patient population. <b><i>Case Presentation:</i></b> Here, we present 3 patients with prolidase deficiency with varying extents of hepatic involvement. <b><i>Conclusion:</i></b> Prolidase deficiency patients with liver disease should be followed up long term to understand more about the pathophysiology and the impact of liver disease on long-term outcomes.
DOI: 10.6084/m9.figshare.27977511.v1
title: Toarcian greenhouse warming shifted climate belts poleward with global change implications

description: Atmospheric convection cells determine the latitudinal position of climate belts. Changes therein, because of anthropogenic forcing, will have a major impact on local–regional ecosystems. However, the magnitude of latitudinal change in the position of atmospheric convection cells, and by inference climate belts is poorly understood. Here, we analyze changes in the isotopic composition of land plant molecular fossils preserved in sedimentary archives spanning the Toarcian Oceanic Anoxic Event (~183 Ma), one of the largest climate change events in the last 500 million years, to reconstruct latitudinal changes in palaeo-humidity. Our data reveal a significant poleward expansion of the low-latitude arid climate belts to mid-palaeo-latitudes (~10°), in response to major carbon releasing, associated with global warming. This improves our understanding of environmental dynamics during periods of climate change.
DOI: 10.6084/m9.figshare.28816487.v1
title: Content Validation Index Computation in Excel and Sample Letter

description: Content Validation Index (CVI) computation is a method used to assess the validity of a measurement tool or instrument by evaluating the relevance of its content. It involves expert reviewers who rate the items on the tool for relevance, and the CVI is computed by calculating the proportion of items deemed relevant by the experts. This index helps ensure that the content accurately reflects the construct being measured. The CVI computation is available in Google Sheets and Excel, making it ready for immediate use in your research or evaluation processes.
DOI: 10.17632/kmkbwtjhd3
title: Tellurium absorption atlas

description: Fourier transform absorption spectrum of 130Te2, recorded at about 625 °C.  Data columns are vacuum wavenumber, transmittance and absorbance.
DOI: 10.25405/data.ncl.11733291.v1
title: Potential of Manuka Honey as a natural polyelectrolyte to develop biomimetic nanostructured meshes with antimicrobial properties

description: The data includes the physico-chemical and biological characterisation of the LbL functionalised meshes
DOI: 10.6084/m9.figshare.106399.v10
title: Altmetric Fieldwork: 30 Humanities Articles with the Higherst Altmetric Scores (as of 9 January 2013; 13:30 GMT)

description: The data shared here was obtained with the Altmetric Explorer and was used as the basis of a blog post by Ernesto Priego at the Altmetric blog.
The complete dataset is based on an Altmetric Explorer Report updated on Wednesday 9 January 2013, including papers with the keyword "humanities" in the title which were mentioned any time on social media at least once.
DOI: 10.6084/m9.figshare.11997195.v1
title: Transcultural adaptation of the Thirst Distress Scale (TDS) into Brazilian Portuguese and an analysis of the psychometric properties of the scale for patients on hemodialysis

description: Abstract Objective: To produce a transcultural adaptation of the Thirst Distress Scale (TDS) into Brazilian Portuguese and analyze the scale’s psychometric properties for patients on hemodialysis (HD). Methods: The original scale was translated, back translated, and discussed with psychometric assessment experts. The final version was tested with 126 patients on HD and retested with 70 individuals from the original patient population. Cronbach’s alpha was used to measure the scale’s internal consistency. Reliability of thirst intensity evaluated via the visual analogue scale (VAS) was tested with Kappa statistic and the Bland-Altman plot. Reproducibility was assessed based on the intraclass correlation coefficient (ICC). Results: The wording of three items and the verb tenses of six had to be adjusted in the final version of the Brazilian Portuguese TDS. Comprehension of the scale by patients on HD was good, the scale’s internal consistency was satisfactory (0.84; p&lt;0.001), agreement with a visual analogue scale (VAS) was moderate (kappa=0.44; p&lt;0.001), and reproducibility neared perfection (ICC=0.87; p&lt;0.001). Conclusion: Our results showed that the Brazilian Portuguese version of the scale might be used reliably. The Brazilian Portuguese version of the TDS is a practical, affordable, accessible and well-accepted tool that has a lot to offer for the management of patients with HD.
DOI: 10.6084/m9.figshare.25654194.v1
title: The role of the milling environment on the copper-catalysed mechanochemical synthesis of Tolbutamide

description: This dataset contains raw NMR, PXRD, XPS, ESI mass spectrometry, and photographic data supporting our investigation of the role of atmospheric oxygen and choice of milling assembly (<i>i.e.</i>, the milling jar and ball materials) on a prototypical medicinal mechanochemistry reaction: the copper-catalysed coupling of isocyanate and sulfonamide to form the sulfonylurea Tolbutamide. In addition to this data, images of the atmospherically sealed milling jars and SolidWorks files used in their manufacture is included along with a Microsoft Excel spreadsheet organizing the reactions run, amounts of reagents used, and yields measured.
DOI: 10.17605/osf.io/2x3by
title: Effect of Confrontation of Intergroup Bias on Reducing Intergroup Bias, and Moderators of the Effect: Systematic Review and Meta-Analysis

description: The need to reduce intergroup bias is increasingly in the public consciousness, with movements against racism, sexism, transphobia and other forms of intergroup bias and prejudice becoming more prominent. An increasing body of recent research has indicated that interpersonal confrontation of intergroup bias (also known as bystander anti-prejudice: Stewart et al., 2014) is an effective method for reducing intergroup bias (e.g. Chaney & Sanchez, 2018; Czopp et al., 2006). However, there has not yet been a systematic review and meta-analysis in the area. This is important, both to take stock of this field of research, shed light on potential moderators of the effect, and provide guidance for future research. The current meta-analysis aims to fill that gap, providing a useful synthesis of the current research, and a quantitative exploration of the moderators of the effectiveness of confrontation as an intergroup bias-reduction technique.