cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18410837
title: In-Silico Library of Hydro-Optimized Peptide Constructs via Ontological Metrics (TCDS Genesis Dataset)

description: Current computational biology paradigms rely heavily on evolutionary homology to predict protein stability, limiting design space to structures with natural antecedents. This work introduces the Synchronous Chromodynamic Theory (TCDS), a deterministic framework that models protein stability as a vector equilibrium between Internal Pressure ($Q$) and Substrate Density ($\Sigma$).We present a unified dataset of 100 de novo peptide sequences generated by the OmniKernel Genesis engine. These constructs are optimized for hydrodynamic locking in aqueous environments ($\Sigma=1.0$) but possess internal density metrics ($Q > 25.0$) that suggest hyper-stability in high-energy environments where biological matter typically fails. Crucially, these sequences have zero Multiple Sequence Alignment (MSA) matches, yet are predicted by AlphaFold to fold with high confidence (pLDDT > 90), validating the TCDS hypothesis that physical geometry, not just evolutionary history, dictates structural viability.This dataset serves as the foundational proof-of-concept for "Solid-State Biology," a new class of programmable matter designed for extreme substrates including vacuum and stellar plasma.
DOI: 10.6084/m9.figshare.29998390
title: Clonal CD8 T Cells Populate the Leptomeninges and Coordinate with Immune Cells in the Degenerating Human Brain

description: TCRab sequences of top clones in the leptomeninges
DOI: 10.6084/m9.figshare.29998390.v1
title: Clonal CD8 T Cells Populate the Leptomeninges and Coordinate with Immune Cells in the Degenerating Human Brain

description: TCRab sequences of top clones in the leptomeninges
DOI: 10.15468/dl.zhh693
title: Occurrence Download

description: A dataset containing 11850661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11850661 records from 4373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005221-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxur2h
title: Occurrence Download

description: A dataset containing 802644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is United States of America",
 "Month is one of (March, April, May, June, July, August)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Perciformes, Cypriniformes, Siluriformes, Acipenseriformes, Lepisosteiformes, Esociformes, Clupeiformes, Salmoniformes, Amiiformes)"
 ]
}

 The dataset includes 802644 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200499-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18377659
title: wrr_yi_wan_data
DOI: 10.15468/dl.fmnp73
title: Occurrence Download

description: A dataset containing 10006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gunnera tinctoria",
 "HasCoordinate is true",
 "Country is one of (Netherlands, Belgium, France, Ireland, United Kingdom of Great Britain and Northern Ireland, Chile)",
 "Year is 2020,2026",
 "CoordinateUncertaintyInMeters is less than 1000"
 ]
}

 The dataset includes 10006 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000235-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nghwj7
title: Occurrence Download

description: A dataset containing 1475039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nothofagus alpina, Nothofagus glauca, Geoffroea decorticans, Quillaja saponaria, Persea lingue, Quercus robur)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1475039 records from 3693 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000204-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8e7q2
title: Occurrence Download

description: A dataset containing 355176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ligustrum L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 355176 records from 2164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010079-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1285/i24995835v2025n23p156
title: Educare nell'ipercomplessità: integrare IA e intercultura per la cittadinanza globale

description: Il contributo rilegge la pedagogia dell'infanzia alla luce dell'ipercomplessità contemporanea, al fine di interpretare in modo più adeguato le sfide poste dalla società post-mediale e post-umana. L'obiettivo è delineare una visione che integri nella pedagogia dimensione tecnologica, etica e relazionale. Orientando le nuove generazioni verso una cittadinanza consapevole, inclusiva e democratica, in linea con i principi dell'umanesimo relazionale e della relazione educativa.
description: This contribution reinterprets early childhood pedagogy in light of contemporary hypercomplexity, aiming to provide a more adequate understanding of the challenges posed by post-media and post-human societies. The objective is to outline a vision that integrates technological, ethical, and relational dimensions into pedagogy, guiding new generations toward a conscious, inclusive, and democratic form of citizenship, in accordance with the principles of relational humanism and the educational relationship.
DOI: 10.6084/m9.figshare.28937999.v1
title: A frequency tunable low-noise YIG-GGG based oscillator with strong magneto-elastic coupling - Source Data

description: Data underlying the publication: "A frequency tunable low-noise YIG-GGG based oscillator with strong magneto-elastic coupling".
DOI: 10.17632/yxtb4jz8ky
title: Data set kuisioner INTEGRATED LEAN ECODESIGN AND GREEN PERFORMANCE A COMPREHENSIVE MODEL FOR SUSTAINABLE LOGISTICS

description: The population targeted for this study consists of individuals in the DKI Jakarta & Bali regions whose exact number is unknown, but who have used logistic services at least once in the last month. This research will employ a non-probability technique known as judgmental sampling for sample selection. Judgmental sampling is chosen because the researcher selects individuals who have used logistic services at least once in the last month to analyze Ecodesign in the logistics industry with respect to Green Performance. The criteria are respondents who have used logistic services in the past month and reside in the DKI Jakarta and Bali regions
DOI: 10.25405/data.ncl.22226443.v1
title: Datasets for Prediction of Unsteady Slug Flow in a Long Curved Inclined Riser with a Slug Tracking Model

description: These are datasets associated with the analysis prediction and comparison with experimental data for the unsteady slug flow in a long curved inclined riser with a slug tracking model. See also the associated open-source main code that can be obtained via https://doi.org/10.25405/data.ncl.22226383
DOI: 10.6084/m9.figshare.19525087.v1
title: Mazurek_Strzalka_Data_Wind_Turbine_Example-revised.xlsx

description: The analysis of the best turbine selection dependence on criteria weights with the Monte Carlo weights method.
DOI: 10.6084/m9.figshare.21829974.v1
title: Tabla Sistematizada Gamificación y estrategias para la enseñanza de metodología de la investigación. Una revisión sistemática

description: Se elaboró una tabla para el análisis de los trabajos encontrados, clasificándolos por área temática, incluyendo entre otras características Referencia, Año de publicación, Autores, Título, DOI, Enlace, Resumen, Palabras clave del autor, Editorial, Idioma del documento original, Tipo de documento, Nombre de la revista, Acceso abierto, Fuente, Metodología, Muestra.
DOI: 10.6084/m9.figshare.24452680.v1
title: ActFound data

description: The data and checkpoint for ActFound.
DOI: 10.6084/m9.figshare.29142932.v1
title: Compassion in Mexico and the United States: Unpacking Cultural Differences

description: Previous research indicates that cultural variations exist in conceptualizations of compassion, potentially attributable to the extent to which individuals in diverse cultural settings want to avoid (versus accept) feeling negative emotions and the significance they place on emotional sharing as a component of compassion. The present study investigates the conceptualization of compassion among individuals in Mexico and the United States, aiming to understand why these cultural differences occur. We hypothesized that Mexicans (1) would want to avoid feeling negative less, (2) would consequently regard emotion sharing as a more critical element of a compassionate response, and (3) would therefore conceptualize a compassionate face as one that mirrors sadness more and expresses happiness less compared to U.S. Americans. Participants from Mexico and the United States engaged in a reverse correlation task, selecting stimuli that most closely resembled a compassionate face. The selected images were aggregated and coded for the extent of sadness and happiness depicted. Additionally, participants indicated how much they wanted to avoid feeling negative and, by using an open-ended format, described what a compassionate response would entail in their view. These responses were coded for whether or not they focused on emotion sharing. Consistent with our hypotheses, Mexicans, who want to avoid feeling negative less compared to U.S. Americans, place greater importance on emotion sharing in a compassionate response. This variation is associated with Mexicans conceptualizing a compassionate face as one that portrays more sadness and less happiness compared to U.S. Americans. People in different cultural contexts have different views about what compassion might entail. Understanding and embracing these cultural differences in compassion can help us navigate our increasingly multicultural world, fostering more meaningful connections and guiding our actions with more humility and sensitivity.
DOI: 10.17632/96p3khhnzj
title: Scripts and data of genotyping marker density reduction is not an effective approach in long-term prediction-based breeding of cross-pollinated crops

description: Reductions of genotyping marker density have been extensively evaluated as potential strategies to reduce the genotyping costs of genomic selection (GS). Low-density marker panels are appealing in GS because they entail lower multicollinearity and computational time-consumption and allow more individuals to be genotyped for the same cost. However, statistical models used in GS are usually evaluated with empirical data, using "static" training sets and populations. This may be adequate for making predictions during a breeding program's initial cycles, but not for the long term. Moreover, to the best of our knowledge, no GS models consider the effect of dominance, which is particularly important for breeding outcomes in cross-pollinated crops. Hence, dominance effects are an important and unexplored issue in GS for long-term programs involving allogamous species. To address it, we employed two approaches: analysis of empirical maize datasets and simulations of long-term breeding applying phenotypic and genomic recurrent selection (intrapopulation and reciprocal schemes). In both schemes, we simulated twenty breeding cycles and assessed the effect of marker density reduction on the population mean, the best crosses, additive variance, selective accuracy, and response to selection with models (additive, additive-dominant, general (GCA), and specific combining ability (SCA)). Our results indicate that marker reduction based on linkage disequilibrium levels provides useful predictions only within a cycle, as accuracy significantly decreases over cycles. In the long-term, high-marker density provides the best responses to selection. The model to be used depends on the breeding scheme: additive for intrapopulation and additive-dominant or SCA for reciprocal.
DOI: 10.17632/n9y9c7xrz3
title: Sound Datasets of a Rolling Element Bearing under Various Operating Conditions

description: Welcome to the FSTF Mechanical Laboratory at Sidi Mohamed Ben Abdellah University.

Within this repository, we present a comprehensive collection of ball-bearing test data encompassing both normal and faulty bearings across diffrent operating speeds. The experimental procedures were conducted utilizing a specialized test rig rotor system, with sound data meticulously measured at proximal and distal locations relative to the housing bearings. These web pages serve as a unique resource, meticulously documenting the precise test conditions of the motor and detailing the bearing fault status for each conducted experiment.

The datasets are bifurcated into two distinct categories: the first category entails recordings obtained using a stethoscope, denoted as datasets 1, while the second category comprises recordings conducted without a stethoscope under diffrent operating conditions, referred to as datasets 2. In both cases, bearings—specifically SKF model 6004, grooved ball bearings—were installed in a rotor system specified in Appendix A, as provided by the Gunt Company [1]. The defective bearings featured artificial damage in the inner race, outer race, and ball element, representing localized defects, as well as a bearing afflicted with a looseness defect due to prolonged operation.

Data acquisition procedures involved the recording of sound signals emanating from the bearings under diverse conditions, employing a mobile application named VibroTeak, developed by our team. This application facilitates the recording of sound signals in (.wav) format at a sampling rate of 44.1 kHz. Subsequently, the sound data was imported into Matlab using the "audioread" function for further processing. Figure 1 (Appendix A) illustrates the acquisition of acoustic signals utilizing a stethoscope connected to a smartphone via the jack input.

The datasets presented herein offer a novel avenue for researchers to delve into, assess, and propose innovative diagnostic algorithms tailored to this specific type of data.

References:
[1] Gunt, “PT 500.12 Roller bearing faults kit.” https://www.gunt.de/en/products/mechatronics/machinery-diagnosis/roller-bearing-faults-kit/052.50012/pt500-12/glct-1:pa-148:ca-77:pr-1030.
DOI: 10.17632/rt7whysm6n
title: Data for: Rejection of the order Thaumatopsylloida and its phylogenetic position as a derived branch within the Cyclopoida (Crustacea: Copepoda)

description: Concatenated alignment of 18S, 28S, COI from 191 cyclopoid specimens
DOI: 10.17632/yj8n5dv6p7
title: Data for: The Effect of Monetary Policy Shocks on Macroeconomic Variables: Evidence from the Eurozone

description: Raw Data publicly available on Central Banks and OECD websites.
DOI: 10.6084/m9.figshare.1601975.v1
title: GSE37704 sample data

description: Six samples from GSE37704, mapped with STAR to GRCh38, counted with featureCounts, restricted to protein-coding genes only.
DOI: 10.6084/m9.figshare.16712797.v1
title: GENOME SCALE POPULATION STRUCTURE OF HIGH LATITUDE KELP REVEALS MULTIPLE GLACIAL REFUGIAL ORIGINS, ANCIENT MIXING, AND POTENTIAL SELECTIVE SWEEPS

description: Presented here are files related the genome assembly of the kelp <em>Alaria esculenta</em> using long and short read data, and population genomic analysis of North Atlantic populations. The specific files are: <br> <em><strong>Alaria esculenta</strong></em><strong> draft genome:</strong> alaria_v3.fasta: Final assembly contigs<br> alaria_v3.gff3: Final assembly annotations<br> <strong>Population genomic analyses:</strong> A_esculenta_coverage_exon-gene_annotations_30vi22.xlsx: presents exon coverage values for each population. Note, coverage is standardized within each sample for expected coverage of single copy orthologues; 0=missing, 1=expected coverage, &gt;1=greater coverage relative to single copy orthologues (where 2=2x, 3=3x, ect).
DOI: 10.6084/m9.figshare.24008052.v3
title: Macaque_skipping_M_III

description: The biomechanical data on skipping macaques entail a table with derived parameters for each selected trial. For each trial the sampled ground reaction forces, and kinematic data. An information file gives further details. Preliminary title of the publication to be submitted: Skipping without and with hurdles in bipedal macaque: Global mechanics, Reinhard Blickhan, Emanuel Andrada, Eishi Hirasaki, Naomichi Ogihara<br>
DOI: 10.17632/x5tjjrhbp8
title: Rainfall erosivity map for Russian Federation

description: A group of scientists from the Lomonosov Moscow State University, guided by G.A. Larionov, did fundamental work in 1993 to estimate rainfall erosivity for the USSR. The erosivity coefficient was calculated for all meteorological stations of the USSR at which precipitation intensity was measured (660 stations) during the 60s—80s XX century.
DOI: 10.6084/m9.figshare.23292302.v1
title: In vitro transcription

description: The plasmids containing the infectious clone of SINV were purified by the Plasmid Maxi Kit (Qiagen, Hilden, Germany), linearized by digestion with NotI (New England Biolabs, Ipswich, MA, USA), and purified by phenol-chloroform extraction. RNAs were then synthesized in an in vitro transcription system by incubating at 37 °C for 1h containing the linearized DNA template, NTP mix, dithiothreitol, RNaseOUT ribonuclease inhibitor, and SP6 RNA polymerase (Thermo Scientific, Waltham, MA, USA). Following DNase I treatment, LiCl Precipitation Solution (Invitrogen) was added to extract the synthesized RNAs.
DOI: 10.6084/m9.figshare.28737527.v1
title: Data meteo to common garden controlled water experiment

description: The dataset is associated with a common garden water manipulation experiment. It contains meteorological data, specifically air temperature and illuminance, recorded during the experimental period. The experiment was conducted at the Forest Research Institute (N 52.10134181168694, E 20.88140882090411). To simulate natural growing conditions for the tested seedlings, a forest gap was selected and covered with transparent PVC panels, allowing for controlled irrigation and exclusion of natural precipitation. Seedling pots were placed on a leveled surface lined with a 3 cm-high geogrid, which was used to facilitate water drainage and prevent waterlogging. The recorded meteorological characteristics reflect the microclimatic conditions beneath the PVC panels.
DOI: 10.6084/m9.figshare.8058818.v1
title: Dataset 1.2 : Yeast amino-acids raw data

description: Supplementary Dataset from the work "Rules of amino acid composition by which disordered regions adjust to high expression".<br>This table contains amino-acid level information of yeast proteins.<br><br>
DOI: 10.17605/osf.io/tydga
title: Pyrrhic Press Publishing XML 101024

description: Pyrrhic Press Blog Articles Data XML Description This XML file contains a collection of metadata for articles published on Pyrrhic Press, an online platform dedicated to scholarly and professional content. The data structure includes fields such as the article title, publication URL, publication date, a brief lead or description of the content, and related metadata. Each article covers a range of topics, including business theories, education, artificial intelligence, organizational resilience, leadership, and industry-specific challenges. Key elements of the XML file: Title: The title of each article. Title URL: The direct link to the article on Pyrrhic Press. Date & Time: The publication date and time of the article. Lead: A brief summary or lead of the article content. This structured XML data is designed to facilitate the organization and retrieval of Pyrrhic Press articles for use in repositories, content management systems, and data integration efforts, making it a valuable resource for content indexing, metadata analysis, and automated content distribution.
DOI: 10.17632/ck5khk5gjh
title: Particle-size fractions of soil organic carbon, microbial and mineral properties of Chernozem topsoil (0–10 cm) under different tillage systems in the Samara region of Russia (Original data)

description: Database includes measured data from 90 spatial sampling points on particle-size fractions of soil organic carbon (POM, MAOM), microbial properties (microbial biomass carbon, basal respiration), soil texture (silt, clay) and mineral composition of Chernozem topsoil (0–10 cm) under conventional tillage and no-tillage (Samara region, Russia). Date of soil sampling was October 2022.
DOI: 10.17632/h92rtg8h4y
title: V3-V4 16s rRNA gene sequences of oral microbiome in cardiac patients

description: Oral microbiome is linked to health and disease. Many human diseases have been linked to dysbiosis. Oral rinse was collected from nine patients with cardiovascular diseases to study the abundance and diversity of bacteria by metagenomic analysis of 16s rRNA sequences. Ninety nine percent of the taxa belonged to the six major phyla, Firmicutes, Bacteroidetes, Proteobacteria, Actinobacteria, Spirochaetes, and Fusobacteria. The microbiome of the patient samples did not significantly differ from the control.
DOI: 10.6084/m9.figshare.14673942.v2
title: Classifying the Offensive Language in Hate Speeches by Kpop Fans on Twitter

description: This is a dataset for the Classification of Offensive Language in Hate Speeches by Kpop Fans on Twitter. This study is done for a final year project.
DOI: 10.6084/m9.figshare.25586304.v1
title: EPAR's of orphan drugs from EMA 2019-2020

description: The aim of this study was to assess the correlation between the methodological characteristics of clinical trials on orphan drugs (ODs) and the registration status granted by the European Medicines Agency (EMA). From August 2019 to June 2020, general information on ODs was obtained from the EMA’s web-based registry. The following clinical data were collected from European public assessment reports: the number of patients, study design (randomized controlled trial, dose-response trial, retrospective study), number of sites, clinical phase, study characteristics (randomization, blinding, group control, number of arms), treatment and study duration, safety and efficacy follow-up, time of the last follow-up visit, and quality-of-life assessment. Descriptive, comparative, and univariate analyses of data were conducted.
DOI: 10.17632/j6skjzmp82
title: Data for: Kinetic Clumped Isotope Fractionation in the DIC-H2O-CO2 System: Patterns, Controls, and Implications

description: Table S1. Theoretically estimated kinetic clumped isotope and carbon isotope fractionation factors for CO2 hydration and hydroxylation and their reverse reactions over 0-375oC. Table S2. Theoretically estimated kinetic isotope fractionation factors associated with each CO2 hydration and hydroxylation isotoplogue reaction and their reverse reactions over 0-375oC. Table S3. Theoretically estimated isotopic composition of HCO3- kinetic endmembers, relative to the expected equilibrium isotope composition, in an isotopically equilibrated DIC-H2O-CO2 system over 0-375oC.