cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7294/28395098.v2
title: Streamwise Wavenumber-Frequency Pressure Spectra for Smooth Wall Boundary Layers in Reynolds Number and Pressure Gradient Flow Conditions

description: This dataset includes flow conditions, boundary layer parameters, and wall pressure measurements obtained from a turbulent boundary layer experiment conducted over a smooth wall under varying pressure gradients. The measurements were performed using a combination of pointwise microphones and a novel sub-resonant sensor array. The dataset consists of measurements from turbulent boundary layer flows at high Reynolds numbers (6870 &lt; Re_theta &lt; 15,460 and low Mach numbers (0.043 &lt; M &lt; 0.11). The flow conditions include both adverse and favorable mild pressure gradients, characterized by Clause parameter (beta) in the range −0.84 &lt; beta &lt; 0.68. The boundary layer was studied on the wind tunnel sidewall while a NACA0012 airfoil in the test section induced different pressure gradients by varying its angle of attack. For each of the five flow conditions (three Reynolds numbers and three pressure gradient cases, with one common case), the dataset contains: auto-spectral density of fluctuating wall pressure, cross-spectral density function, streamwise wavenumber-frequency spectrum, relevant flow, and boundary layer parameters. The dataset was collected using an in-house developed sensor array, specifically designed to capture sub-convective wall pressure fluctuations with high resolution. Details on the design and development of the array are documented in the referenced PhD dissertation. This dataset is primarily associated with the PhD dissertation: "Measurement and Analysis of Sub-Convective Pressure Fluctuations in Turbulent Boundary Layers: A Novel Methodology." Portions of this research have been published in conference articles, including: "The Characteristics of Sub-Convective Wall Pressure Fluctuations in a Turbulent Boundary Layer" (DOI: 10.2514/6.2024-1904) and "Evaluating Models for Sub-Convective Pressure Fluctuations in Turbulent Boundary Layers" (DOI: 10.2514/6.2024-3048). A note on how this data differs from the data presented in the conference articles is described in the README file associated with the data package. For any inquiries or further details, please refer to the dissertation or contact the corresponding author.
DOI: 10.6084/m9.figshare.14501238.v1
title: Conservationists' goal progress dataset

description: Data used to prepare the result presented in 'Balancing making a difference with making a living in the conservation sector.' Code is available at https://github.com/Pienkowski/LiC-goal-progress.
DOI: 10.6084/m9.figshare.28035575.v1
title: Acoustic Measurements

description: Here you can find the measurements we did on Raven Pro for the PCA and DFA analyses
DOI: 10.6084/m9.figshare.23735772.v2
title: Supplementary Material for: Children’s use of evaluative devices in response to the Global TALES protocol

description: Introduction: It has been well established that the function of sharing personal narratives is to inform the listener about what the event meant to the narrator, for example by using a range of evaluative devices. The use of these evaluative devices may reflect a person’s understanding of the differences between one’s own mind and others, by expressing their beliefs, emotions, thoughts, and desires. This paper investigates children’s use of evaluative devices when producing personal narratives in response to the six emotion-based prompts contained in the Global TALES protocol (excited, worried, annoyed, proud, problem situation, something important). It addresses three research questions: 1) What types and proportions of evaluative devices do 10-year-old English-speaking children use in response to the six prompts contained in the Global TALES protocol and are there differences in performance between boys and girls? 2) What are the correlations between the different types of evaluative devices? 3) Does children’s use of evaluative devices differ depending on the type of prompt used? Methods: Eighty-two native English-speaking ten-year-old children from three English-speaking countries (Australia, New Zealand, and the US) participated. None of the children had been identified with language- and/or learning difficulties. Children’s personal narratives were transcribed and analyzed for the use of 12 evaluative devices: compulsion, internal emotional states, evaluative words, intensifiers, mental states, causal explanations, hypotheses, objective judgements, subjective judgements, intent, negatives, and repetition. Results: Results showed that children use a high number of evaluative devices, with ‘intensifiers’ and ‘evaluative words’ used most frequently. There were few effects for sex, apart from girls using a wider range of evaluative devices than boys. We found moderate to large correlations between most devices, with factor analysis revealing three factors, we labeled as ‘causality’, ‘hypothesis’, and ‘judgement’. Although there were significant overall effects for prompt type on the use of evaluative devices, there was no clear pattern when inspecting responses to individual prompts. Conclusion: The results from this study shed light on children’s use of evaluative devices to convey the meaning of their personal narratives in response to six different prompts tapping into different emotions. Moving beyond appraising children’s structural language skills when narrating their personal experiences may enhance understanding of interpersonal and intrapersonal aspects of theory of mind, which may inform clinical practices, such as individualized goal setting and intervention choices.
DOI: 10.17632/5mymks8ykt
title: Data for: Preparation and characterization of mullite whisker reinforced ceramics made from coal fly ash
DOI: 10.6084/m9.figshare.28093943.v1
title: Floods inventory for High Mountain Asia

description: A comprehensive inventory of flood events in HMA, covering ten major regions including the Inner Plateau, Himalaya, Tien Shan, Hengduan Mountains, and the Karakoram, etc (Fig. 1a). A total of 1015 flood events are detected between 1950 and 2023 , including 261 pluvial-induced floods (PFs), 220 snowmelt-induced floods (SFs), 427 GLOFs, and 107 landslide-dammed lake outburst floods (LLOFs).
DOI: 10.6084/m9.figshare.6179477.v1
title: Sonographic patterns of Peyronie's disease in patients with absence of palpable plaques

description: ABSTRACT Purpose Non-palpable isolated septal plaques of the penis are likely present in a significant number of patients affected by erectile dysfunction (ED) and penile pain without deformity or curvature. The aim of this study was to evaluate the ultrasound (US) patterns observed in patients investigated for ED or penile pain without curvature. Materials and Methods We reviewed the medical records of 386 patients who underwent an initial colour-Doppler ultrasonography (CDU) of the penis for DE and/or penile pain without curvature. After satisfying inclusion criteria, 41 patients were individualized. All patients had a non-palpable plaque with involvement of the penile septum. Three US patterns were identified: focal hyperecoic thickening of the intercavernosum septum (IS) with acoustic shadow (pattern 1), non-calcified thickening (isoechoic or slightly hyperechoic (pattern 2), and microcalcifications in the IS without associated acoustic shadow (pattern 3). Results Patients’ mean age was 51.3±16.7. ED was the predominant disorder in 73.2% of patients, followed by penile pain and length loss in 19.5% and 7.3% of patients, respectively. 32(78.1%) patients showed the pattern 1, 6 (14.6%) pattern 2, and 3 (7.3%) pattern 3. Plaques size varied from 3 to 13 mm. The penile hemodynamic response to CDU reported abnormal findings distally to the septal plaques in 20 patients (&lt;25cm/sec). Median left and right cavernosum artery flows measured a peak systolic velocity of 31cm/sec and 33 cm/sec, respectively. Conclusions We believe that an US study with CDU provides a way to characterize, localize, and deliver treatment choice in patients with Peyronie's Disease.
DOI: 10.6084/m9.figshare.25333933.v2
title: Dataset of observations

description: The finished dataset encompasses 202 pairs of treatments and control observations of non-CO<sub>2</sub> GHG (N<sub>2</sub>O and CH<sub>4</sub>) emissions and crop yield to calculate emission indensity for the three major grain crops, at 37 sites across 3 countries, from 36 papers.
DOI: 10.6084/m9.figshare.28045487.v1
title: Movie Genre Multi Label Classification with Interaction Type

description: <pre>The data in this tutorial comes from a <i>*multi-label*</i> classification bot that categorizes movies into genres based on their names and short descriptions. For this use case, we have an evaluation set containing movies released before 2021, with their associated genres selected by movie critics, as well as production data containing movies released after 2021.</pre>
DOI: 10.6084/m9.figshare.29198486.v1
title: Leveraging LLMs for Curating High-Quality~Bug~Report Datasets

description: This repository contains (1) a manually labeled set of 2,000 bug reports and (2) five curated subsets from <b>QualDataBug</b> (SS1–SS5), selected using combinations of LLM classifications to reduce noise. The original BugHub dataset had ~40% noise, while the curated subsets have significantly lower noise levels: SS1 (9.58%), SS2 (16.25%), SS3 (19.29%), SS4 (21.59%), and SS5 (27.25%).
DOI: 10.17632/bhdsxp7x4d
title: High frequency Yoga breathing_Asthma_Lung Functions

description: The data were collected before and following 10 min practice of high-frequency yoga breathing (Kapalabhati) in patients with Mild to Moderate Asthma. The study is published in Annals of Allergy, Asthma and Immunology (https://doi.org/10.1016/j.anai.2016.08.009).
DOI: 10.17632/tmb9z5vz2x
title: Data for: Channel adjustments in the lower Guadalquivir River (southern Spain) over the last 250 years

description: Data of channel width measured from historical maps and aerial photos of the Lower Guadalquivir River from 1844 to 2010
DOI: 10.17637/rh.9573956.v2
title: Kew Museum of Economic Botany: Object Dispersals to Schools, 1877-1982

description: This dataset is a record of object dispersals from the Kew Museum of Economic Botany to schools between 1877 and 1982. It is based on entries in the 'Specimens Distributed' books (or exit books) in the Museum archive, including date of dispersal; name of recipient; name of school; level, type and denomination of school; number of objects; and any other information given in the books. This is supplemented by information from schools archival correspondence from 'Schools Letter Books', consisting of correspondence to Kew. There are item-level links to original archive sources - both exit books and schools letter books (volume 1 only) - available on the Biodiversity Heritage Library website (https://biodiversitylibrary.org).<br>This dataset was created as part of research for the Mobile Museum research project, a collaboration between Royal Holloway, University of London, and the Royal Botanic Gardens, Kew. Links: <br>https://www.royalholloway.ac.uk/geography/research/mobile-museum/home.aspx <br>https://www.kew.org/science/collections/economic-botany-collection <br><br><br>
DOI: 10.6084/m9.figshare.19699813.v6
title: Slab break-off caused by seafloor fabrics: Evidence from North Sumatra

description: 3D Vp model for the manuscript "Slab break-off caused by seafloor fabrics: Evidence from North Sumatra"
DOI: 10.6084/m9.figshare.20520717.v1
title: List of U.S. State COVID-19 Vaccine Incentives (Lotteries, Guaranteed Cash Payments, and Scholarships)

description: <em>List of U.S. state COVID-19 vaccine incentives and their characteristics. Incentive types include lotteries, guaranteed cash payments, and scholarships. </em>
DOI: 10.6084/m9.figshare.22494529.v1
title: Zebrafish heart regeneration

description: Single cell RNA seq of uninjured and injured (wnt-inhibited and non-inhibited) zebrafish hearts accompanied by CRISPR-based lineage tracing obtained by Hu, Lelek, Spanjaard et al. (Nature Genetics 2022).<br> Cell type annotation and cell type color are obtained by the authors. The data was pre-processed to obtain an scvi latent space representation. Growth rates were evaluated using cell cycle marker genes typically used in single cell and the GSEA Hallmark apoptosis geneset and provided in the given adata file. <br> Please cite the original publication: https://www.nature.com/articles/s41588-022-01129-5
DOI: 10.6084/m9.figshare.6726386.v1
title: Appendix 2_Modal_Elements.xlsx

description: This is a dataset breaking down the modal elements of social media posts in their original contexts compared to simulated archival copies created by screenshotting the posts. Semiotic values have been assigned to these modal elements.<br>
DOI: 10.6084/m9.figshare.7914395.v2
title: 10 years average run W+O-N+

description: 10 years average of physical and biogeochemical variables in the W+O-N+ run of Dussin et al., Deep Sea Research part 2 (in rev)
DOI: 10.17632/bs6pbskc8n
title: Dataset of selection and identification of mimotopes of the variant surface glycoprotein of Trypanosoma evansi RoTat1.2 isolate by PhD-12 peptide phage display library panning against monoclonal antibodies
DOI: 10.17632/pyz4y2xmgv
title: Skew Scale Mixture Model

description: “Non-Gaussian Modeling of Sleep EEG Based on a Skewed Scale Mixture Structure and its Application to Sleep Stage Analysis” Code for the proposed model in
DOI: 10.6084/m9.figshare.12681938.v1
title: Supplementary Material for: Patient Characteristics and Outcomes of Relapsed/Refractory Multiple Myeloma in Patients Treated with Proteasome Inhibitors in Germany

description: <b><i>Introduction:</i></b> Real-world data reflects treatments and outcomes in clinical practice in contrast with controlled clinical trials. This study evaluates real-life multiple myeloma (MM) patients receiving proteasome inhibitor (PI)-based treatments in the second or third therapy line in 2017 in Germany. <b><i>Methods:</i></b> This is a retrospective chart review on adult relapsed/refractory MM patients treated with ≥1 dose of a PI-based regimen in either the second or the third line of therapy. Participating physicians had ≥3 years of clinical experience in treating symptomatic MM patients and used PI according to the label. <b><i>Results:</i></b> Distinct patient profiles for each PI-based regimen emerged. Younger, fitter, transplant-eligible patients received novel PI triplets such as carfilzomib in combination with lenalidomide and dexamethasone (KRd) or IRd. Patients receiving lenalidomide in first-line therapy mostly received lenalidomide-free regimens in second-line therapy. In high-risk patients, no clear treatment patterns could be ascertained. The complete response rates were highest with KRd (13.0%), followed by carfilzomib in combination with dexamethasone (Kd) (5.7%) and bortezomib (4.8%). The very good partial response rates were highest with IRd (76.9%), followed by KRd (53.7%), Kd (25.7%), and bortezomib (20.5%). None of the KRd- or IRd-treated patients responded below a partial response. <b><i>Discussion/Conclusion:</i></b> Clear patient profiles for each PI type were observed. In second-line therapy, younger, fitter, transplant-eligible patients received novel-PI-based triplets, e.g., KRd or IRd. Patients treated with lenalidomide in first-line therapy mostly received lenalidomide-sparing regimens in second-line therapy. In high-risk patients no clear treatment patterns could be ascertained due to the limited sample size.
DOI: 10.6084/m9.figshare.13161392.v1
title: Repeated evolution of a reproductive polyphenism in plants is strongly associated with bilateral flower symmetry

description: This dataset contains data, code and metadata associated with the following paper:<br>Joly, S. and D. J. Schoen. 2021. Repeated evolution of a reproductive polyphenism in plants is strongly associated with bilateral flower symmetry. Current Biology. In press.<br>
DOI: 10.6084/m9.figshare.22048187.v2
title: Narratives Data Set and Analysis

description: Narratives Data Set and Analysis
DOI: 10.6084/m9.figshare.27201636.v2
title: Chromosome-level genome assembly of <i>Coelomactra antiquata</i>

description: The chromosome assembly and genome annotation information of <i>Coelomactra antiquata</i>
DOI: 10.6084/m9.figshare.28683194.v1
title: Data for the manuscript <b>Salespeople Moral Disengagement and Duty Orientation: Examining the Influence of Peers' Unethical Behavior and Customer Incivility</b>

description: Moral disengagement among salespeople is a psychological mechanism that enables individuals to rationalize unethical behavior, often in response to competitive pressures and organizational demands. This study examines how salespeople's moral disengagement affects their sense of duty orientation while also analyzing the role of social context in shaping moral disengagement. Drawing upon social cognitive theory, we proposed a model wherein peers' unethical behavior induces moral disengagement among salespeople, subsequently influencing their duty orientation. Additionally, we proposed that customer incivility moderates the relationship between the peers' unethical behavior and moral disengagement. We tested our hypotheses using data gathered across three waves from salespeople in the business-to-consumer (B2C) and business-to-business (B2B) sectors. The findings indicate that peers' unethical behavior positively impacts the moral disengagement of salespeople and the negative influence of moral disengagement on their duty orientation. It also suggests that moral disengagement acts as a mediator connecting peers' unethical behavior and duty orientation. Furthermore, the impact of peers' unethical behavior on moral disengagement is moderated by customer incivility, with a more substantial effect observed when the levels of customer incivility are high. Our study deepens the understanding of the factors contributing to moral disengagement among salespeople, highlighting the role of peers' unethical behavior and customer incivility. These findings offer practical guidance for organizations seeking to mitigate the detrimental impact of negative workplace behaviors and emphasize the importance of managing both internal and external social influences to promote ethical conduct among sales teams.
DOI: 10.17632/h7c6rhb4vr
title: The Source Code and Benchmark Dataset for QuickhullDisk, a Quickhull-like Algorithm for Constructing the Convex Hull of 2D Disks

description: This is for constructing the convex hull of disks in the plane. It contains 1) a robust implementation of QuickhullDisk algorithm in C++, 2) input data to test QuickhullDisk algorithm.
DOI: 10.6084/m9.figshare.3490613.v8
title: Genome-wide chromatin and gene expression profiling during memory formation and maintenance in adult mice. [CODE: scripts]

description: This repository contains the shell, R and python scripts used to generate 4 different analyses:<br>Pre-processing: scripts responsible for generating of alignment files for downstream analyses, merging of said alignment files, generating of bigWig files for data visualisation and various Quality Control (QC)<br>Differential histone post-translational modifications (DHPTMs): scripts which estimate shift sizes and peaks from ChIP-seq data, and identify DHPTMs in peaks, transcription start site (TSS) regions and gene bodies<br>Differentially methylated regions (DMRs): scripts which identify DMRs within MeDIP-seq data<br>Differentially expressed genes (DEGs) and exons (DEEs): scripts responsible for counting number of reads in genes and exons, and determining DEGs and DEEs<br><br>The complete details on how to run the various scripts are included in the file run_scientific_data_analysis.pdf, which shows how to run all analyses with the aid of reference files (https://dx.doi.org/10.6084/m9.figshare.3487679) and demo samples (https://dx.doi.org/10.6084/m9.figshare.3487391)<br>
DOI: 10.17632/sbsg3cp5ny
title: Original holograms from the glaucoma patients and controls of No.1-10 groups

description: We set up a white light co-axial off-axis digital holography system with a magnification of 40x and a numerical aperture of 0.65. In this dataset, the sample consists of red blood cells from the glaucoma patients and the healthy controls, and the media are sodium chloride solutions with concentrations of 0.6%, 0.65%, and 0.7%. Digital holograms are recorded under different fields of view using a CMOS camera, with corresponding background holograms recorded for aberration correction. The exposure time for each hologram is 30000ms.
DOI: 10.25444/nhlbi.28012229.v2
title: replica data for manuscript—Cryo-electron tomography pipeline for plasma membranes—Nature Communications

description: The creation of platinum replicas on an EM grid was carried out as follows: unroofed cells on EM grids were fixed in 2% paraformaldehyde for 20 minutes, then in 2% glutaraldehyde at 4 °C overnight. After fixation, grids were incubated in 0.1% tannic acid at 4 °C for 20 minutes, washed with cold ddH2O, and incubated in 0.1% uranyl acetate at 4 °C for 20 minutes. Subsequent washing and stepwise dehydration in ethanol (15% to 100%, repeated three times) were done at room temperature, 4 minutes per step. EM grids were then critical-point dried and coated in a Leica EM ACE 900, with targets of 3 nm for platinum and 2.5 nm for carbon thickness. Coated grids were directly imaged using a 120 kV FEI Tecnai T12 with a Rio 9 CMOS camera. Montages at 5.87 Å/pixel resolution were collected using SerialEM, and blending was performed with the IMOD software suite. We evaluated plasma membrane-grid surface interactions by segmenting and quantifying clathrin structures using Mask R-CNN, categorizing them as flat, domed, or spherical based on curvature and lattice visibility.
DOI: 10.6084/m9.figshare.21926154.v2
title: Supporting data for 'Thermodynamic origins of two-component multiphase condensates of proteins' (2023)

description: This file is part of the supporting data for the manuscript 'Thermodynamic origins of two-component multiphase condensates of proteins', and contains the data used to plot the figures and the full sequence populations from the four main genetic-algorithm runs presented in the main text. An example LAMMPS input script (with pair parameters for the Mpipi coarse-grained model) used in this work and an example input configuration for a multilayered system that can be used as the initial system in a coevolution run, as well as a multilayered system containing the WT A1 LCD in the centre and its predicted partner protein are also included. <br> The structure and contents of this file are outlined in the README file in the root directory.
DOI: 10.6084/m9.figshare.25907620.v1
title: Data for colorplots in Fig.4

description: Data for colorplots in Fig.4Fig.4(a): N4_Dfield0.070-0.110_theta0.353-1.360_eps5.0.csv and Ne9_N4_Dfield*_eps5.0_flux0.00_theta*.npzFig.4(b): N5_Dfield0.070-0.110_theta0.353-1.360_eps5.0.csv and Ne9_Dfield*_eps5.0_flux0.00_theta*.npzFig.4(c): N6_Dfield0.070-0.110_theta0.353-1.360_eps5.0.csv and Ne9_N6_Dfield*_eps5.0_flux0.00_theta*.npzMore details in README-Fig4.txt
DOI: 10.6084/m9.figshare.28611842.v1
title: Figure 6. MDA5-producing species aligned fasta file

description: Obtained all of our MDA5-producing species sequences from Uniprot where we then added them all to a single AliView file. A python script was then completed to removed the 83 stop codons AliView detected in the human species.
DOI: 10.6084/m9.figshare.5405260.v2
title: parse_muga.R

description: R script that converts the data in GM_primary_files.zip and MM_primary_files.zip and converts them to the forms useful for R/qtl2, in MM_processed_files.zip and GM_processed_files.zip.<br>Requires the qtl2convert package, https://github.com/rqtl/qtl2convert