cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/t8wc35mgwh
title: Brodalumab Expert Consensus Panel Members

description: Brodalumab Expert Consensus Panel Members and Authors:
DOI: 10.25573/data.10042427.v24
title: Barro Colorado Island, Lutz tower 48m_Wind Speed

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Wind speed, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>
DOI: 10.6084/m9.figshare.10006829.v1
title: Supplementary Data 10

description: Sequence of disease- and environmental associated genes.
DOI: 10.6084/m9.figshare.26550241.v1
title: Chinese Hydropower Plant Basic Parameter Database

description: A geospatial and characteristic parameters database for 312 Chinese hydropower plants, accounting for about 65 % of the installed hydropower capacity of large and medium-sized hydropower plants in China. The database collected 53 attributes per hydropower plant, including multi-year average discharge at the dam location, dam height, reservoir characteristic level and storage, turbine hydraulic head, and installed hydropower capacity.
DOI: 10.17632/fshsssd6s9
title: Data for: ON THE IMPERFECTION SENSITIVITY AND DESIGN OF SPHERICAL DOMES UNDER EXTERNAL PRESSURE

description: This archieve included ABAQUS inp files for the Inner Dome of the Ariane 5 and the SC shells from the corresponding article. Also, the excel sheet "LRSM Sphere_data_005.xlsx" includes a collection of over 800 experimental results from literature with reference. Also, new design lower-bound for spherical shells under external pressure are included.
DOI: 10.17632/8gm58ybsvg
title: Chance-Constrained Economic Dispatch of Generic Energy Storage under Decision-Dependent Uncertainty

description: This dataset contains both the raw data of TCL-GES, and the processed data for GES parameters.
The raw data came from the Pecan street with energy usage and temperature data of 100 TCL-GES units.
The processed data is obtained by data-driven method by this paper:  Smart Meter Data-Driven Evaluation of Operational Demand Response Potential of Residential Air Conditioning Loads
And both of the data are used for paper: Chance-Constrained Economic Dispatch of Generic Energy Storage under Decision-Dependent Uncertainty
DOI: 10.17632/s8gn3b9xt9
title: Data for: Tumor initiation capacity and therapy resistance are differential features of EMT-related subpopulations in the NSCLC cell line A549

description: Excel file containing the the whole genome mRNA expression data and the KEGG pathway analysis of A549 subpopulations
DOI: 10.17632/z7y3dt35rc
title: Analysis of the membrane effects on the energy efficiency of water desalination in a Direct Contact Membrane Distillation (DCMD) system with heat recovery

description: Spreadsheets containing the design matrix for the 2^n factorial and the results of the single factor analysis of the homonymous associated paper. Supplementary information file with further details on the computational procedure and the calculation of the effects of each parameter.
DOI: 10.21233/hgtq-jr58
title: Popova ostracode surface sample dataset

description: Raw data for the Popova ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.3528725.v1
title: Appendix B. Methods for constructing projection matrices and computing stochastic elasticities.

description: Methods for constructing projection matrices and computing stochastic elasticities.
DOI: 10.6084/m9.figshare.11842245.v1
title: single-cell RNA sequencing count matrix

description: These are count matrix data from all the four experiments. Experiment ID and cell population names are indicated in the file names. To read the count matrix data, please follow the instruction: https://support.10xgenomics.com/single-cell-gene-expression/software/pipelines/latest/output/matrices
DOI: 10.17632/3pc3k2cxxg
title: Lee et al., 2023,"Remote impacts of low-latitude oceanic climate on coastal upwelling in a marginal sea of the Northwestern Pacific"

description: Lee et al., 2023
"Remote impacts of low-latitude oceanic climate on coastal upwelling in a marginal sea of the Northwestern Pacific"
Research data
DOI: 10.17632/582v9zkbdz
title: Temporal trade-off between territorial and thermoregulatory behaviors of a generalist lizard in a dry forest

description: Seasonally dry tropical forest lizards tend to decrease their diurnal activity during the dry season as microclimates become hot and dry, but food availability decreases. The lizards then take refuge in the shade of leaf litter. However, some lizard species remain active in sunny spots defending their territory against intruders and courting females. This poses a trade-off between self-maintenance and reproduction that has been explored in semi-aquatic animals, but not in terrestrial ones. We evaluated the dynamics of this trade-off as a function of % tree cover, microclimatic temperature and the presence of conspecific intruders in the territory during the dry season. We found that the lizards evaluated prioritized the defense of their territory by flexing from sunny sites over thermoregulatory behaviors by sheltering in shady spots. The lizards spent more time performing territorial behaviors than thermoregulatory behaviors in more uncovered and thus warmer territories, as well as in the presence of intruders. We argue that the prioritization of territorial over thermoregulatory behaviors during the dry season poses sublethal effects, which could be exacerbated by projected habitat warming.
DOI: 10.17632/x7w9dv3yfk
title: Breastfeeding mother/newborn hyperscanning

description: The database refers to a study on mother-newborn hyperscanning during breastfeeding, performed by near-infrared spectroscopy.
DOI: 10.6084/m9.figshare.4502138.v4
title: Earth Analytics: Example Temperature Data for Cleaning: Colorado Floods

description: Week 2 data<br>
DOI: 10.17632/h6s4zf73gx
title: Data for: Now you see me. An assessment of the visual recognition and control of individuals in archaeological landscapes

description: ArcGIS toolbox for the calculation of the Individual Distance Viewsheds described in the manuscript. Data used in the case study.
DOI: 10.25421/yorksj.27226434.v1
title: Peak Intensity Raw Data File.xlsx

description: Raw data file for the following publication: Position specific peak running demands, and influence of bout type in professional rugby union
DOI: 10.6084/m9.figshare.22215760.v3
title: Lenvatinib activates anti-tumor immunity by suppressing immunoinhibitory infiltrates in the tumor microenvironment of advanced hepatocellular carcinoma.zip

description: This file include datasets generated during analysis and R codes for graphical drawing. The main objective of submitted manuscript is as follows. The mechanism by which the tumor immune microenvironment is edited in human cancer tissues remains to be elucidated. Here, we analyzed the multi-omics of serial tumor and blood samples during lenvatinib monotherapy in 51 patients with advanced hepatocellular carcinoma.
DOI: 10.17632/838tyhcdph
title: Accidents' history

description: The enclosed data includes accident reports that have caused injury, death, or financial losses. this data encompass major and minor accidents which have been collected from "Bureau of Safety and Environmental Enforcement" (https://www.bsee.gov/) and "IOGP safety performance" (https://www.iogp.org/bookstore/product-category/data-series/safety-performance/)
these datasets have been referenced in the manuscript. 
these dataset has been referenced in the manuscript.
DOI: 10.17632/9drxd9d8nx
title: Nektar++: Enhancing the capability and application of high-fidelity spectral/hp element methods

description: Nektar++ is an open-source framework that provides a flexible, high-performance and scalable platform for the development of solvers for partial differential equations using the high-order spectral/hp element method. In particular, Nektar++ aims to overcome the complex implementation challenges that are often associated with high-order methods, thereby allowing them to be more readily used in a wide range of application areas. In this paper, we present the algorithmic, implementation and application developments associated with our Nektar++ version 5.0 release. We describe some of the key software and performance developments, including our strategies on parallel I/O, on in situ processing, the use of collective operations for exploiting current and emerging hardware, and interfaces to enable multi-solver coupling. Furthermore, we provide details on a newly developed Python interface that enables a more rapid introduction for new users unfamiliar with spectral/hp element methods, C++ and/or Nektar++. This release also incorporates a number of numerical method developments – in particular: the method of moving frames (MMF), which provides an additional approach for the simulation of equations on embedded curvilinear manifolds and domains; a means of handling spatially variable polynomial order; and a novel technique for quasi-3D simulations (which combine a 2D spectral element and 1D Fourier spectral method) to permit spatially-varying perturbations to the geometry in the homogeneous direction. Finally, we demonstrate the new application-level features provided in this release, namely: a facility for generating high-order curvilinear meshes called NekMesh; a novel new AcousticSolver for aeroacoustic problems; our development of a ‘thick’ strip model for the modelling of fluid–structure interaction (FSI) problems in the context of vortex-induced vibrations (VIV). We conclude by commenting on some lessons learned and by discussing some directions for future code development and expansion.
DOI: 10.17632/tg6k4k6dm2
title: Traction Energy Consumption Estimation for New Metro Lines Using Support Vector Regression: Datasets
DOI: 10.6084/m9.figshare.21554847.v1
title: Aspartame and Gut Microbiome

description: Mice Gut microbiome ASV Table and OTU Table among control, low, and high Aspartame intake groups.
DOI: 10.6084/m9.figshare.26055961.v1
title: Supplementary Material for: Treatment Seeking Nitrous Oxide Users in Addiction Care: A Comparison with Cocaine Users on Clinical and Treatment Characteristics

description: Introduction: Over the past decade, frequent use of large quantities of nitrous oxide (N2O) has become more common in the Netherlands. Although N2O poses several negative health consequences for a subgroup of problematic N2O users, there is a lack of knowledge on what characterizes these intensive users. This study therefore aims to provide the demographic and substance use characteristics and experiences during treatment of treatment seeking problematic N2O users, and to compare this with a matched group of treatment seeking problematic cocaine users. 

Methods: A retrospective chart review was performed of patients who were referred for treatment of problematic N2O use at a large Dutch addiction care facility from January 2020 to September 2022, extracting demographics, pattern of use and follow-up data. Additionally, a subgroup of N2O users was propensity-score matched (1:1) with a subgroup of treatment seeking problematic cocaine users, both groups excluding users with substance use disorders or frequent use of substances other than N2O and cocaine, respectively. 

Results: 128 patients with a N2O use disorder were included in the total sample and a subgroup of 77 N2O-only users were propensity-score matched on age and sex to 77 cocaine-only users. N2O users were typically young (mean age 26.2 years), male (66.4%), unmarried (82.9%), with a low education level (59.0%) and born in the Netherlands (88.2%), with parents born in Morocco (45.3%). N2O was used intermittently (median 10 days/month, IQR 4.0 – 17.5 days) and often in very large quantities (median 5 kg [ca. 750 balloons] per average using day, IQR 2 – 10 kg). Compared to the patients with a cocaine use disorder, matched N2O users were lower educated, more often from Moroccan descent, and less likely to be alcohol or polysubstance users. Despite receiving similar treatments, N2O users were twice as likely to discontinue treatment before completion compared to cocaine users (63% vs. 35%, P=0.004).

Conclusion: Treatment seeking problematic N2O users are demographically different from treatment seeking problematic cocaine users and are much more likely to dropout from psychological treatment. Further research is needed into the needs and other factors of problematic N2O users that relate to poor treatment adherence in problematic N2O users.
DOI: 10.17632/c3rrw96d7h
title: Investigating the Psychological and Behavioral Impacts of Fear of COVID-19 in Students: The Mediating Role of Intolerance of Uncertainty

description: In this study, relationship between FC-19 and PWB and FC-19 and SEOLE were examined when IU is the mediator and gender, age, class level, and perceived success were controlled. 

Hypotheses for Models 1 and 2:
1. FC-19 negatively influences SEOLE.
2. IU mediates the relationship between FC-19 and SEOLE.
3. The mediating effect of IU is still significant when age, gender, class level, and perceived success are controlled.

Hypotheses for Models 3 and 4:
4. FC-19 negatively influences PWB.
5. IU mediates the relationship between FC-19 and PWB.
6. The mediating effect of IU is still significant when age, gender, class level, and perceived success are controlled.

The hypothesized mediation model (see Figure 1) was tested in a single model using a bootstrapping approach to assess the significance of the indirect effects at different levels of the moderator (Hayes, 2013). In the first and second models, FC-19 was the predictor variable, SEOLE was the outcome variable, and IU was the mediator. In the third and fourth models, FC-19 was the predictor variable, PWB was the outcome variable, and IU was the mediator variable. Demographic variables such as gender, age, class level, and perceived success were controlled in the analysis. The “PROCESS" macro, model 4, v4.2 (Hayes, 2015) in SPSS 25 with bias-corrected 95% confidence intervals (n = 5000) was used to assess the significance of the indirect effects.
DOI: 10.26180/5e82e09a47acd
title: SEM_RawFiles.zip

description: This dataset consists of scanning electron microscopy (SEM) measurements and sequencing data of two population specific variants; rs11150606 (chr16:g.31087690T&gt;C (hg38) p.Gln30Arg) observed in East Asian (EAS) and Native and Latin Americans and rs201075024 (chr16:g.31087679C&gt;T (hg38 p.Gly34Ser) which is observed exclusively in South Asians (SAS) in PRSS53. These variants are thought to influence hair shape. The samples were subsequently sequenced for the EDAR variant rs3827760 (chr2:g.108897145G&gt;C (hg38p.Val370Ala).<br>Malaysians (sample size: 99) from different ethnicities were recruited for this study and hair and saliva samples were collected from all the participants, after obtaining informed consent. DNA extracted from saliva samples was genotyped by sequencing a fragment of the PRSS53 gene and EDAR gene. The samples then underwent hair phenotype assessment using a scanning electron microscope (SEM). The images captured were measured for several parameters using ImageJ, and the measurements were tabulated. The SEM images and sequencing files are available with this data set. <br>Mouse hair samples were obtained from University of Edinburgh and Sanger Institute. These samples consist of a knockout, SAS specific variant and EAS specific variant strains, for the PRSS53 variants. Auchene hair samples were used for the SEM analysis, where the images were analysed with ImageJ, and the data tabulated.
DOI: 10.17632/fvp7pbcpwn
title: Journal of Studies in Religion, Spirituality & Management; No.13

description: JSRSM serves as a meeting forum and fosters cross-fertilisation in these communities. We encompass, without prejudicing any belief or none, a multitude of interests and concerns. JMSR wishes to define the field through conceptual, theoretical and empirical understandings of JSRSM that include: interdisciplinary and multi-methodological approaches—all spiritual and religious traditions—examining the relationship between JSRSM and society – critical, theological and philosophical reflections on JSRSM—metaphysical explanations of JSRSM. It wishes to encompass, without prejudging any belief or none, a multitude of interests and concerns. Our sole criterion is academic rigour and scientific merit. It seeks to define the field through conceptual, theoretical and empirical understandings of RSM that include:

• Examining RSM through different traditions
• Exploring the relationship between RSM and society
• Critical and interdisciplinary work that may extend the boundaries of RSM
• Metaphysical explanations of RSM

We are the prime dedicated academic forum for disseminating work, for the development of theory, for reporting best practice, and for the exchange of ideas and debate in Management, Spirituality and Religion in Iran. We pledge to continue and be the recognized leaders in this field of study. 

The mission of this journal is to provide a dedicated forum for disseminating work, for the development of theory and best practice, and for the exchange of ideas and debate in this growing field of interest.
DOI: 10.6084/m9.figshare.28616654.v1
title: Raw data and scripts from Berghäuser et al. 2025 "Morphology and development of the baculum in harbour seals (<i>Phoca vitulina</i>)"

description: The file "Berghäuser et al. 2025 Meshlab scripts" contains Meshlab scripts for cleaning PLY surface meshes.The file "Berghäuser et al. 2025 Phoca R project" contains final PLY surface meshes of genital bones, landmark data, raw data of all analyzed individuals (body mass, body length, age), and the R project files to reproduce all statistical analyses.
DOI: 10.6084/m9.figshare.c.3899047_d1.v1
title: Additional file 1: of On the evaluation of code smells and detection tools

description: Complete results and evaluation for MobileMedia. (XLS 148Â kb)
DOI: 10.17632/drp7gj7mbb
title: Data for: Genesis and abandonment of a fluvial meander controlling geometry and grain size of the related point-bar body: a case study from the Holocene Venetian Plain (Italy)

description: Grain-size analysis of the core samples: laboratory data.
DOI: 10.17632/wr53tyrrvf
title:  Upside down camera for oral cavity photography

description: Taking a picture of the oral cavity holding a digital camera in an upright position produces 
shadows that reduce picture quality (Fig. 2A and 2B supplemental). We propose to
position the camera 30° anterior to the patient at the height of his mouth, placing it upside 
down to illuminate the oral cavity with the flash reaching from below (Fig. 1A and 1B).
This simple technique improves oral cavity lighting as it reduces vertical and lateral 
shadows compared with a photograph taken with the flash in standard position. This 
effective solution is easy and quick to perform, avoiding delays and interruptions during
medical consultations. It is useful for lesions localized in the buccal mucosa, the palate 
and the ventral surface of the tongue. Good results are achieved with both digital and 
smartphone cameras (Fig. 3 and 4 supplemental).
DOI: 10.6084/m9.figshare.19499726.v1
title: patches and local annotations, slide 095, zoom 248x248 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.20286561.v2
title: Fire Perimeter Data

description: The Fire Perimeter Data focuses on the dynamics of individual fires. The fire perimeters are stored in txt file format, each line in the txt file represents a fire perimeter, and a txt file stores all sequential perimeters of a fire on its development timeline. For example, <em><strong>2019-08-30{"type":"Polygon","coordinates":[[[46.7,44.4],...]]}</strong></em>, the first 10 characters <em><strong>2019-08-30</strong></em><strong> </strong>indicates the observation time of this fire perimeter<strong>, </strong> and the rest characters is the Geojson string of corresponding fire perimeter, and each element <em><strong>[46.7,44.4] </strong></em><em>in the </em><em><strong>coordinates </strong></em><em>list is WGS84 coordinate of a vertex on the fire perimeter</em>. We used Sentinel-2 L2A data, with a spatial resolution of 20 m, to develop the Fire Perimeter Data to track the evolution of 719 individual fires. Of these 719 fires, 442 fires were between 60° and 75°N in the main Eurasian Arctic study area, and the remaining 277 were located between 50° and 60°N in the high-latitude interior of the continent, south of the main study area. The remaining 51 fires were below 50°N. The processing codes of these txt files are provided in str2shp.py.
DOI: 10.17632/c5dwcxwnyj
title: Data_PSS_Job performance

description: The dataset explores the intricate relationship between Perceived Supervisor Support (PSS) and Employee Job Performance (JP) within Vietnam's hospitality industry. It highlights the critical influence of Job Satisfaction (JS) and Organizational Commitment (OC) against the backdrop of the country's socialist economic structure. A structured questionnaire was circulated among travel agencies in Northern Vietnam, collecting 322 valid responses via snowball sampling.
DOI: 10.17632/svr45t2xtj
title: Sedimentological and geochronological data for the fan deltaic Nemčiňany Formation, Upper Miocene, Danube Basin (Slovakia)

description: This dataset supports the stratigraphic, sedimentological and cosmogenic nuclide geochronological study of the sandy-gravelly deposits of fan deltaic origin, which were deposited during ca. 11.6-9.4 Ma in the eastern margin of the Danube Basin, which is the northernmost depocenter of the Pannonian Basin System (Central Europe). The study was focused on verification of the stratigraphic position of this formation, of the depositional processes and duration of the deposition. The dataset includes a detailed description of laboratory sample processing for the authigenic 10Be/9Be dating, which allows the reproducibility of the analyzes. Furthermore, the dataset contains a list of archival boreholes used for correlation in geological sections, including the information necessary to access the original manuscripts in a digital archive. The analyzed outcrops are characterized in this dataset by digital elevation model maps using Lidar data. A generalized log of facies distribution is provided for the Nemčiňany site, together with a sedimentological scheme and a photopanel showing sampling points for dating. The sedimentological and paleogeographic interpretations are included in the related paper Šujan et al. (2023) Geologica Carpathica, https://doi.org/10.31577/GeolCarp.2023.25
DOI: 10.17632/xknkcgtf9g
title: Data for: Solid-State Laser Intra-Cavity Photothermal Gas Sensor

description: Data set for publication in Sensors and Actuators B: Chemical.