cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20023625.v1
title: Modulation of mesenchymal stem cells protection against senescence during long-term expansion by the PI3K/Akt signaling. Raw Data.zip

description: <strong>Modulation of mesenchymal stem cells</strong> <strong>protection against senescence during</strong> <strong>long-term expansion by the PI3K/Akt signaling</strong>
DOI: 10.6084/m9.figshare.20161499.v2
title: Detection voltage PSD (distance PSD-VCSEL 40 cm) with collimation

description: The dataset contains the voltage measured by a PSD (Position Sensing Detector) depending on the x-position of a VCSEL light source (850 nm). The VCSEL is <strong>collimated</strong>, and at a <strong>z-position of 40 cm of the PSD</strong>. The aim is to compare the detection by the PSD of the light spot collimated or not, at different distances. A mean is computed on the data the get one voltage value at the end.
DOI: 10.6084/m9.figshare.21802899.v1
title: Reversible Bipolar Thermopower of Ionic Thermoelectric Polymer Composite for Cyclic Energy Generation

description: Data of the project of the Reversible Bipolar Thermopower of Ionic Thermoelectric Polymer Composite for Cyclic Energy Generation
DOI: 10.6084/m9.figshare.21835812.v1
title: BLASTN hits with gene sequences of three core pBT2436-like genes

description: Output from BLASTN searches of complete NCBI <em>Pseudomonas </em>plasmids &gt;200 kbp against sequences of three core pBT2436-like genes. Used for tentative identification of megaplasmids.
DOI: 10.6084/m9.figshare.29123012.v1
title: CA State Roadkill Observation Data

description: This dataset contains data sourced from iNaturalist on roadkill observations in California up to April 2025.
DOI: 10.17632/7pymjcdg7p
title: Data for: Four hundred shades of brown: Higher level phylogeny of the problematic Euptychiina (Lepidoptera, Nymphalidae, Satyrinae) based on hybrid enrichment data

description: The following data has been uploaded: 1) Alignments_of_all_loci.zip: Alignments in fasta format of all loci used in the analyses 2) Concatenated_alignments_models_and_partition_files.zip : The concatenated alignment in phylip format, as well as both a locus partition file (part.txt), which can be used to split the alignment into individual loci, and a file (models_merge.nex) with the partitions and substitution models used in the analyses. 3) Maximum_likelyhood_newick.tree: The tree maximum likelihood tree topology inferred using IQ-tree 4) Exabayes.tree: Maximum credibility tree inferred using bayesian inference in Exabayes. In nexus format. 5) ASTRAL_output_filtered.tre: Species tree topology inferred using ASTRAL based on the filtered dataset, e.g. only loci longer than 250bps and with a GC value lower than 60 were included. 6) ASTRAL_ouput_all.tree: Species tree topology inferred using ASTRAL based on the total dataset
DOI: 10.6084/m9.figshare.1335813.v1
title: Leadership in Altruistic Punishment and Reward, wide, R

description: For documentation, see OSF: https://osf.io/hdy4a/
DOI: 10.6084/m9.figshare.17046377.v1
title: Mineral and climatic controls over soil organic matter stability across the Tibetan alpine permafrost region

description: Data of TG-T<sub>50</sub>, DSC-T<sub>50</sub>, SOM stability and environmental variables among 103 sites across the Tibetan alpine permafrost region<br>
DOI: 10.6084/m9.figshare.26266028.v2
title: Figure

description: The image dataset for the project "Development of a Machine Learning Model for the Classification of <i>Enterobius vermicularis</i> Eggs" is organized into several datasets:<br><br>"01_training_dataset": This dataset comprises a collection of training images along with their augmented versions, which are employed for the initial model training process.<br><br>"02_testing_dataset": This dataset includes 50 testing images per class (Class 0 and Class 1). These images are used to evaluate the performance of the model.<br><br>"03_obj_det_original": This dataset contains 103 microscopic images of <i>Enterobius vermicularis</i> eggs, specifically used for the object detection phase of the project.<br><br>"04_obj_det_expert": This subset consists of test images annotated with bounding boxes by domain experts, providing precise localization of the <i>Enterobius vermicularis</i> eggs for validation and further model training.
DOI: 10.6084/m9.figshare.27299934.v2
title: <b>Whole genome duplication in the genomics era: The hidden gems in invertebrates?</b>

description: Whole genome duplication (WGD) results in new potent genomic resources for rewiring the existing genetic regulatory networks in organisms. Metazoans witnessed a WGD event during the emergence of the vertebrate lineage, followed by two subsequent rounds of WGD in gnathostomes. Cyclostomes experienced a distinct and independent event of genome triplication. Furthermore, several fish lineages have also undergone varying degrees of WGD. Studying of WGDs in vertebrates are of tremendous importance to understand how these animals evolved. Recent studies are now showing different invertebrate lineages, including spiralians and ecdysozoans, have also undergone WGDs. These include WGD events revealed in certain nematode, rotifer, and snail species; as well as WGDs in the chelicerates, such as three-rounds of WGDs happened in the horseshoe crab ancestor, and one-round of WGD occurred in the last common ancestor of spiders and scorpions. Here we summarised the latest situations, and revisited the study of WGDs in different invertebrate lineages could provide new insights to better understand molecular evolution of metazoans.
DOI: 10.17632/fjzy97nfwv
title: Analysis of Conventional Method of Teaching Studio-Based Practical Clay Courses in Higher Education During COVID-19

description: The study examined the switch to online teaching for practical teaching courses in Ghana during the COVID-19 pandemic. The aim of the study was to analyze traditional teaching methods and their impact on motivation, interest, digital literacy, self-regulation and task difficulty. Using a mixed methods design, the study collected quantitative data through 148 student questionnaires and qualitative findings from interviews with six class representatives. A five-point Likert scale (1= strongly disagree, 2=disagree, 3= no opinion, 4= agree, 5= strongly agree) was used to express the construct measurement. Results showed that studio-based clay instruction was challenged by technological advances and lack of physical interaction during lockdown. Students showed little interest in online practical activities and experienced stress and anxiety. There is a necessity for pedagogical reforms and recommended adopting online methods for teaching clay courses to ensure academic continuity and better adaptation to future crises.
DOI: 10.17632/rvgj8ktksh
title: Fusion of News Data with Financial Market Dataset

description: The dataset is a created by the fusion of multiple types of data collected from different sources. It contains a raw form of textual data of news collected from web news through web scraping. so that it can be manipulated according to the requirement. A processed from of dataset is also attached that contains the sentiments extracted from events highlighted in news and merged with financial dataset to perform a combined study.
DOI: 10.6084/m9.figshare.12045567.v3
title: DB for chromophore

description: Optical properties of organic compounds in solvents. A dataset total 20,247 combinations of chromophores and solvents is presented. 7,018 unique choromophores in 366 solvents or solid state are available in a CSV format.<br><br>Submitted to Scientific data
DOI: 10.6084/m9.figshare.14123327.v1
title: Supplementary Material for: Effects of COVID-19 Pandemic on the Treatment of Pancreatic Cancer: A Perspective from Central Europe

description: <b><i>Background:</i></b> This survey aimed to register changes determined by the COVID-19 pandemic on pancreatic surgery in a specific geographic area (Germany, Austria, and Switzerland) to evaluate the impact of the pandemic and obtain interesting cues for the future. <b><i>Methods:</i></b> An online survey was designed using Google Forms focusing on the local impact of the pandemic on pancreatic surgery. The survey was conducted at 2 different time points, during and after the lockdown. <b><i>Results:</i></b> Twenty-five respondents (25/56) completed the survey. Many aspects of oncological care have been affected with restrictions and delays: staging, tumor board, treatment selection, postoperative course, adjuvant treatments, outpatient care, and follow-up. Overall, 60% of respondents have prioritized pancreatic cancer patients according to stage, age, and comorbidities, and 40% opted not to operate high-risk patients. However, for 96% of participants, the standards of care were guaranteed. <b><i>Discussion/Conclusions:</i></b> The first wave of the COVID-19 pandemic had an important impact on pancreatic cancer surgery in central Europe. Guidelines for prompt interventions and prevention of the spread of viral infections in the surgical environment are needed to avoid a deterioration of care in cancer patients in the event of a second wave or a new pandemic. High-volume centers for pancreatic surgery should be preferred and their activity maintained. Virtual conferences have proven to be efficient during this pandemic and should be implemented in the near future.
DOI: 10.6084/m9.figshare.14926695.v1
title: LITS-Challenge-Data

description: LiTS challenge data
DOI: 10.6084/m9.figshare.25929049.v9
title: <b>Self-healing</b><b> mineral film</b><b>on</b><b> sandstone</b><b>: </b><b>a</b><b>natural passive sampler</b>

description: Despite experiencing thousands of years of wind and rain, some stone carvings have remained remarkably well-preserved. Understanding the information recorded is of great significance for reconstructing the level of anthropogenic pollution in the environment in the past. Here, a black to reddish-brown, relatively dense mineral film with a thickness of approximately 150 μm was observed on the surface of sandstone.
DOI: 10.6084/m9.figshare.27684138.v1
title: Supplementary Material for: Response to rhGH therapy in short children born at very low birth weight

description: Introduction: Although the clinical benefits of long-term rhGH therapy have been well demonstrated in children born small for gestational age (SGA), little is known about the outcomes of this therapy in children born with very low birth weight (VLBW). This study aimed to report the short and long-term response to rhGH therapy in a cohort of VLBW patients, comparing subgroups according to size, gestational age, and causal factors associated with VLBW.
Methods: We describe 33 patients born at VLBW treated with rhGH; 16 also received GnRHa. Medical records were analyzed at baseline and after one year of rhGH treatment. Data on the adult height SDS from 23 patients were also collected. Growth velocities and height SDS changes were calculated, along with the differences between the observed and predicted growth velocities.
Results: The first-year growth velocity (7.5±2.1cm/y) was aligned with prediction models for SGA children. After one year of rhGH treatment, height SDS improved from -3.0±1.1 to -2.6±1.3, with no differences among subgroups. Among patients reaching adult height, 73.9% remained short (-2.5±1.3) after long-term therapy (6.7±3.3y). The initial height SDS, height SDS change in the first year of treatment, and target height SDS were key independent predictors of height gain.
Conclusion: The response to rhGH treatment was suboptimal in the VLBW group, independent of the size, gestational age, or etiological diagnosis. However, adult height may be improved in patients receiving rhGH treatment. This underscores the need for tailored protocols and further investigations to optimize outcomes in this population.
DOI: 10.17632/f8n37xtbmg
title: Axially deformed solution of the Skyrme-Hartree–Fock–Bogoliubov equations using the transformed harmonic oscillator basis (II) hfbtho v2.00d: A new version of the program

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract We describe the new version 2.00d of the code hfbtho that solves the nuclear Skyrme-Hartree–Fock (HF) or Skyrme-Hartree–Fock–Bogoliubov (HFB) problem by using the cylindrical transformed deformed harmonic oscillator basis. In the new version, we have implemented the following features: (i) the modified Broyden method for non-linear problems, (ii) optional breaking of reflection symmetry, (iii) calculation of axial multipole moments, (iv) finite temperature formalism for the HFB method, (v) li... Title of program: HFBTHO v2.00d Catalogue Id: ADUI_v2_0 Nature of problem The solution of self-consistent mean-field equations for weakly-bound paired nuclei requires a correct description of the asymptotic properties of nuclear quasiparticle wave functions. In the present implementation, this is achieved by using the single-particle wave functions of the transformed harmonic oscillator, which allows for an accurate description of deformation effects and pairing correlations in nuclei arbitrarily close to the particle drip lines. Versions of this program held in the CPC repository in Mendeley Data ADUI_v1_0; HFBTHO (v1.66p); 10.1016/j.cpc.2005.01.001 ADUI_v2_0; HFBTHO v2.00d; 10.1016/j.cpc.2013.01.013
DOI: 10.17632/gy7t9pf6fs
title: Oocyte mitochondrial ATP production determines in vitro bovine early embryo epigenetic programming

description: Manuscript under review.
DOI: 10.17632/rny66bd4df
title: Dataset of factors influencing on using e-learning system among Jordanian accounting students during COVID-19 pandemic

description: • The data is uses full because it describes how perceived usefulness, perceived ease-of-use, subjective norms, social trust, attitude and intention to use e-learning system can impact the actual usage of e-learning system in Jordan during the COVID-19 pandemic. • Useful dataset for further comparing researches on distance learning issues among countries with diverse contexts or different stages of the COVID-19 pandemic. • The data will provide insights and guidance on how to encourage the using of e-learning system among the students by integrating three theories based on the current literature. • The dataset can be serve as a reference source for policy makers in making strategies for e-learning. • The results of this dataset also contribute to enhancing educational leaders’ and policymakers’ awareness in Jordanian government universities in improving the e-learning system.
DOI: 10.6084/m9.figshare.20170820.v1
title: Supplementary material of the study result

description: The survey data, analysis output, and the PE-TOBS reliability test data
DOI: 10.6084/m9.figshare.20367708.v3
title: Supplementary Tables

description: Sup. Table 1: Details about the bulls used in Project 16/IA/4474 (Science Foundation Ireland). Sup. Table 2: List of differentially abundant proteins in the sperm of high fertility bulls compared to low fertility bulls.
DOI: 10.6084/m9.figshare.26965324.v1
title: source data.xlsx

description: This data is used for supporting "120 GOPS Photonic Tensor Core in Thin-film Lithium Niobate for Inference and in-situ Training"
DOI: 10.6084/m9.figshare.29083493.v1
title: Total gridded MS dataset

description: 5,538,063 records quantifying the total building MS for two urban agglomerations from 2000 to 2020 at a 500×500m grid scale.
DOI: 10.6084/m9.figshare.8287823.v1
title: One-way ANOVA behavioral data analysis: individual time-points

description: This data contains one-way ANOVA analyses performed on individual behavioral time-points.
DOI: 10.17632/sz4gfk5s2b
title: Cardamine hirsuta leaf1 vs leaf8 time-lapse images

description: Raw confocal data used in the following Manuscript: 
TITLE: Age-associated growth control modifies leaf proximodistal symmetry and enabled leaf shape diversification
JOURNAL: Current Biology 
Article Type: Report 
Authors: Xin-Min Li, Hannah Jenke, Sören Strauss, Yi Wang, Neha Bhatia, Daniel Kierzkowski, Rena Lymbouridou, Peter Huijser, Richard S. Smith, Adam Runions, Miltos Tsiantis*
*Corresponding Authors: Miltos Tsiantis (tsiantis@mpipz.mpg.de)
Leaf early development (D1-D5, D, days after initiation) was tracked in Cardamine hirsuta juvenile (leaf1) versus adult (leaf8) leaves through live imaging in a 24-hrs time window. 
YFP signals from the plasma membrane were collected using a Leica TCS SP8 Confocal Laser Scanning Microscope, and images were channel-split and converted into .tif format stacks using FIJI. See the related publication for details.
DOI: 10.6084/m9.figshare.21626153.v2
title: Chromosome-Level Genome Assembly of Herpetospermum pedunculosum (Cucurbitaceae)

description: genome.fasta - Genome assembly Hsped.cds - Coding sequences Hsped.gff3 - Gene annotations Hsped.pep - Protein sequences
DOI: 10.6084/m9.figshare.25603860.v1
title: <b><i>Pleurotus overstrandensis</i></b><b> sp. nov., a unique species of </b><b><i>Pleurotus</i></b><b> (Pleurotaceae, Agaricales)</b><b><i> </i></b><b>from the southern tip of Africa</b>

description: Concatenated dataset for a new species of <i>Pleurotus</i> from the southern tip of Africa.
DOI: 10.6084/m9.figshare.26236439.v2
title: Frequency Analysis of Rainfall in Abuja Using Probability Distributions

description: Precipitation patterns in Abuja, Nigeria exhibit a concerning trend characterized by a gradual and persistent decline accompanied by a rise in the intensity of individual rainfall events, leading to double-edged sword situations like intensified floods. This decline is likely attributable to the combined effects of climate change and climate variability. This change necessitates a thorough characterization. This research investigated the applicability of three probability distributions (Normal, Log-Pearson Type III, and Gumbel Type I) for modelling extreme rainfall events in Abuja, Nigeria. The study was focused on determining the best-fit distribution method and trend of changing rainfall in Abuja, Nigeria. Daily annual rainfall data of 20 years (2003-2023) was obtained from the Nigerian Meteorological Agency (NIMET). The models were rigorously analysed using formulae specific to each distribution and their performances were compared using Microsoft Excel. The key objectives of the research were to calculate the design rainfall depth (<i>X</i><sub>T</sub>) for return period T = 2, 5, 10, 50, 100 and 1000 years and to compare the performances of the three distribution methods so as to determine the best fit which then, can be used to characterize the alarmingly changing rainfall pattern of Abuja. The study compared the performance of the three probability distributions (Normal, Log-Pearson Type III, and Gumbel Type I) at Guinea Savannah, ID-65125 Abuja rainfall gauging station and found that the Gumbel Type I distribution consistently generated the highest estimates for extreme rainfall events in Abuja, suggesting that the Gumbel Type I distribution is the most suitable model for predicting extreme rainfall in Abuja. The design rainfall values generated, ranging from 74 mm to 238 mm for return periods of 2 to 1000 years, can inform the design of flood control measures and resilient infrastructure, ultimately contributing to enhanced disaster preparedness and sustainable urban development in Abuja.
DOI: 10.6084/m9.figshare.29092763.v3
title: Study on the blood-meal hosts and vector competency of Culicoides midges.

description: Literature review investigating the blood-meal analysis of Culicoides midges and their competency as vectors of arboviruses.
DOI: 10.17632/nkxjhw8dbc
title: The Role of Organizational Justice in Predicting Job Satisfaction and Turnover Intention: Evidence from Indonesian Banks

description: Purpose: This study examines the connection between organizational justice, job satisfaction, and turnover intention in the Indonesian banking sector and emphasizes the impact of flexible work arrangements (FWAs).
Design/methodology/approach: This study is using a quantitative cross-sectional design, this research applies Partial Least Squares Structural Equation Modeling (PLS-SEM) to analyze survey data from 204 respondents in the Jabodetabek area. The study is grounded in Social Exchange Theory (SET) to examine how distributive, procedural, and interactional justice affect job satisfaction and turnover intentions.
Findings: The findings of this study indicate that higher levels of perceived organizational justice are associated with greater job satisfaction, which subsequently leads to lower turnover intention. However, flexible work arrangements did not significantly influence the relationship between job satisfaction and turnover intention. 
Research limitations/implications: This study is confined to the Indonesian banking sector, which limits its applicability to other industries or regions. Unfortunately, to successfully retain talent, organizations should emphasize the establishment of a fair and just work environment. Considering the changes in work environments due to the pandemic and the growing demand for flexibility, organizations must be prepared to adapt to new work models.
Originality/value: This study is the first to examine the moderating effect of flexible work arrangements (FWAs) in the Indonesian banking context.
Keywords: organizational justice, job satisfaction, turnover intention, Flexible Work Arrangements (FWAs), banking sector
DOI: 10.6084/m9.figshare.12185223.v1
title: Wood properties database - chemical properties, mechanical properties and physical properties

description: Mean values of chemical, mechanical properties and physical propertiesDiclor: extractives soluble in dichloromethane (%);Etan: extractives soluble in ethanol (%)H2O: extractives soluble in water (%)Total: total extractives (%)Klason: lignin content (%)H_G: lignin composition (%)cP_cH: pentose/hexose ratioMOR: radial modulus of rupture (MPa)MOE: radial modulus of elasticity (MPa)RD: average ring density (g cm-3)EWD: earlywood density (g cm-3)LWD: latewood density (g cm-3)LWP: latewood percentage (%)RW: ring width (mm)EWW: earlywood width (mm)LWW: latewood width (mm) HI: heterogeneity index<br>
DOI: 10.6084/m9.figshare.14236208.v4
title: Genomic data for Nautilus pompilius

description: <strong>The high-quality chromosome-level genome assembly of</strong><em><strong> Nautilus pompilius </strong></em><strong>completed.</strong> <br> <strong>Citing</strong> Please cite this paper when using this genome data for your publications. Huang, Zekun, et al. "Genomic insights into the adaptation and evolution of the nautilus, an ancient but evolving “living fossil”." <em>Molecular Ecology Resources</em> 22.1 (2022): 15-27. https://onlinelibrary.wiley.com/doi/full/10.1111/1755-0998.13439
DOI: 10.6084/m9.figshare.25432390.v1
title: <b>Deciphering Microbially Driven Labile and Refractory Molecular Markers in Dissolved Organic Matter</b>

description: Microbial activities drive the cycling of dissolved organic matter (DOM) from labile to refractory states, thus contributing to the long-term carbon sequestration in the ocean. However, due to the intricate molecular composition of DOM, identifying indicators of microbially related DOM remain challenge. In this study, we propose molecular candidates for bio-labile (n = 537) and bio-refractory (n = 1025) formulas, which were discerned through incubation experiments using ultrahigh-resolution mass spectrometry. Bio-labile formulas exhibited greater hydrogenation, whereas bio-refractory formulas comprised oxidized, unsaturated and aromatic molecules with higher molecular weight. The application of these biological markers facilitated the tracing of molecular distribution and transformation pattens across large-scale aquatic environmental gradients. This molecular identification framework offers insights into resolving microbially mediated molecules and advancing our understanding of biologically related DOM at the molecular level.