cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18104110
title: Supplementary data for "Surface cracks can play a positive role in bioconstruction of climatic buffer barrier on soils: experimental and numerical evidence"

description: We are releasing the data corresponding to Figs. 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18 & 19 in our manuscript.
DOI: 10.5281/zenodo.18104200
title: Data Repository for Environmental Performance of E-Commerce Logistics Systems
DOI: 10.5281/zenodo.18104201
title: Data Repository for Environmental Performance of E-Commerce Logistics Systems
DOI: 10.13140/rg.2.2.19828.21122
title: Image binarization using Monte Carlo
DOI: 10.15468/dl.dzhktm
title: Occurrence Download

description: A dataset listing the 836 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Agave"
 ]
}

 The dataset's 836 records were derived from 845 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069640-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14350889
title: Kidney Cancer Data
DOI: 10.34740/kaggle/dsv/14351065
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.27723045
title: Annotated R code, including the data needed to reproduce the statistical analyses and figures used in the manuscript: Influence of temperature and light on the development of moth larvae: different response in the sister species

description: Annotated R code, including the data needed to reproduce the statistical analyses and figures used in the manuscript: Influence of temperature and light on the development of moth larvae: different response in the sister species<i>Orthosia gothica</i>and<i>Orthosia cerasi</i>. Date: 2025/12/04.<br>
DOI: 10.6084/m9.figshare.27723045.v1
title: Annotated R code, including the data needed to reproduce the statistical analyses and figures used in the manuscript: Influence of temperature and light on the development of moth larvae: different response in the sister species

description: Annotated R code, including the data needed to reproduce the statistical analyses and figures used in the manuscript: Influence of temperature and light on the development of moth larvae: different response in the sister species<i>Orthosia gothica</i>and<i>Orthosia cerasi</i>. Date: 2025/12/04.<br>
DOI: 10.15468/dl.4qmp8s
title: Occurrence Download

description: A dataset containing 456912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphyrapicus ruber",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 456912 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069638-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18104238
title: COVID-19-Hospitalisierungen in Deutschland

description: Im Datensatz "COVID-19-Hospitalisierungen in Deutschland" des Robert Koch-Institutswerden täglich aktualisierte Informationen zu Hospitalisierungen im Zusammenhang mit COVID-19 basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Neben tagesaktuellen Fallzahlen und Inzidenzen auf Bundes- und Länderebene enthält der Datensatz auch modellgestützte Schätzungen verzögert gemeldeter Hospitalisierungen mittels Nowcasting. Ziel ist es, die tatsächliche Belastung des Gesundheitssystems durch COVID-19 besser abzubilden, insbesondere durch die Berechnung adjustierter 7-Tage-Hospitalisierungsinzidenzen.
DOI: 10.5281/zenodo.18065527
title: Histone Modification Clocks for Robust Cross-Species Biological Age Prediction and Elucidating Senescence Regulation

description: This dataset contains comprehensive supplementary materials associated with the manuscript entitled "Histone Modification Clocks for Robust Cross-Species Biological Age Prediction and Elucidating Senescence Regulation".

Contents:



All peak tables include full genomic coordinates (chr, start, end) + statistical values (estimates, p-values, FDR, etc.)

Peak tables cover six major tissues (blood, liver, intestine, spleen, stomach, heart) across species.
DOI: 10.5281/zenodo.18091518
title: Histone Modification Clocks for Robust Cross-Species Biological Age Prediction and Elucidating Senescence Regulation

description: This dataset contains comprehensive supplementary materials associated with the manuscript entitled "Histone Modification Clocks for Robust Cross-Species Biological Age Prediction and Elucidating Senescence Regulation".

Contents:



All peak tables include full genomic coordinates (chr, start, end) + statistical values (estimates, p-values, FDR, etc.)

Peak tables cover six major tissues (blood, liver, intestine, spleen, stomach, heart) across species.
DOI: 10.5281/zenodo.18104331
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-12-31 — cumulative data.
DOI: 10.5281/zenodo.18076698
title: Quantum-Resistant Framework for Secure Multi-Party Communication in Next-Generation Networks: Integrating Lattice-Based Cryptography with Bayesian Threat Inference and AI Applications

description: This conceptual paper proposes a radical, innovative, and rigorously formalized framework to address critical challenges in cryptography and communications, specifically mitigating quantum computing threats to classical encryption and enhancing adaptive threat detection in ultra-low latency 6G networks. By integrating lattice-based post-quantum cryptography, grounded in the hardness of the Learning With Errors (LWE) problem, with Bayesian inference augmented by artificial intelligence techniques for probabilistic real-time threat assessment, the framework offers multi-dimensional, branched solutions that prioritize security, computational efficiency, and resilience against evolving attacks. These threats include AI-specific vulnerabilities such as adversarial inputs, model poisoning, and data privacy breaches in 6G environments. The framework achieves 98% detection accuracy for threats with a computational overhead increase of less than 5%, maintaining latency under 0.05 ms suitable for 6G requirements. Detailed mathematical derivations, including expanded proofs of Bayesian convergence based on martingale theory and consistency theorems, error bounds, and dynamic Bayesian network consistency, are provided alongside Python-simulated real-world data for reproducibility. Advanced sensitivity analysis, including Sobol' global variance-based methods, one-at-a-time (OAT), local derivative-based, and quantitative statistical evaluations, Bayesian uncertainty quantification, dynamic Bayesian networks with applications in IIoT, 5G, and 6G networks, and falsifiability criteria ensure scientific rigor and empirical verifiability. Supported by verified citations from prestigious journals and recent advancements (2024-2025), this work demonstrates methodological superiority in resolving intertwined quantum resistance, dynamic security, and AI security issues in multi-party communications.
DOI: 10.5281/zenodo.18104032
title: Quantum-Resistant Framework for Secure Multi-Party Communication in Next-Generation Networks: Integrating Lattice-Based Cryptography with Bayesian Threat Inference and AI Applications

description: This conceptual paper proposes a radical, innovative, and rigorously formalized framework to address critical challenges in cryptography and communications, specifically mitigating quantum computing threats to classical encryption and enhancing adaptive threat detection in ultra-low latency 6G networks. By integrating lattice-based post-quantum cryptography, grounded in the hardness of the Learning With Errors (LWE) problem, with Bayesian inference augmented by artificial intelligence techniques for probabilistic real-time threat assessment, the framework offers multi-dimensional, branched solutions that prioritize security, computational efficiency, and resilience against evolving attacks. These threats include AI-specific vulnerabilities such as adversarial inputs, model poisoning, and data privacy breaches in 6G environments. The framework achieves 98% detection accuracy for threats with a computational overhead increase of less than 5%, maintaining latency under 0.05 ms suitable for 6G requirements. Detailed mathematical derivations, including expanded proofs of Bayesian convergence based on martingale theory and consistency theorems, error bounds, and dynamic Bayesian network consistency, are provided alongside Python-simulated real-world data for reproducibility. Advanced sensitivity analysis, including Sobol' global variance-based methods, one-at-a-time (OAT), local derivative-based, and quantitative statistical evaluations, Bayesian uncertainty quantification, dynamic Bayesian networks with applications in IIoT, 5G, and 6G networks, and falsifiability criteria ensure scientific rigor and empirical verifiability. Supported by verified citations from prestigious journals and recent advancements (2024-2025), this work demonstrates methodological superiority in resolving intertwined quantum resistance, dynamic security, and AI security issues in multi-party communications.
DOI: 10.15468/dl.gd5qrd
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acipenser sinensis)",
 "HasCoordinate is true",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069645-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18104406
title: COVID-19-Todesfälle in Deutschland

description: Im Datensatz "COVID-19-Todesfälle in Deutschland" des Robert Koch-Instituts werden täglich aktualisierte Informationen zu COVID-19-bedingten Todesfällen in Deutschland bereitgestellt. Die Datenerhebung erfolgt im Rahmen des Infektionsschutzgesetzes (IfSG). Der Datensatz umfasst aggregierte Todesfallzahlen nach Berichtsdatum, Altersgruppen und Bundesländern und wird ergänzt durch den Fall-Verstorbenen-Anteil. Der Datensatz ermöglicht fundierte Analysen zur Bewertung der Krankheitsschwere und Verbreitung von COVID-19 in Deutschland.
DOI: 10.6084/m9.figshare.30977719
title: Rize'de Cumhuriyet Bayramı Kutlamaları Gazete Haberi

description: This dataset contains primary source materials (two newspaper ) for the study titled <b>Celebrations of the Anniversary of Republic Day in Rize (1936-1941)</b>
DOI: 10.6084/m9.figshare.30977719.v1
title: Rize'de Cumhuriyet Bayramı Kutlamaları Gazete Haberi

description: This dataset contains primary source materials (two newspaper ) for the study titled <b>Celebrations of the Anniversary of Republic Day in Rize (1936-1941)</b>
DOI: 10.5281/zenodo.18104390
title: Supplemental Data File: Tropical Geometry and Biochemical Reaction Networks: A Mathematical Framework for Steady-State Topology

description: This supplemental material provides complete proofs, detailed computational algorithms, extendedexamples, and all numerical data referenced in the main manuscript. The document is organizedas follows:• Section 2: Complete proofs of all theorems• Section 3: Extended mathematical background• Section 4: Detailed computational algorithms with pseudocode• Section 5: Additional case studies• Section 6: Complete numerical data and reproducibility information• Section 7: Software implementation details
DOI: 10.5281/zenodo.18104389
title: Supplemental Data File: Tropical Geometry and Biochemical Reaction Networks: A Mathematical Framework for Steady-State Topology

description: This supplemental material provides complete proofs, detailed computational algorithms, extendedexamples, and all numerical data referenced in the main manuscript. The document is organizedas follows:• Section 2: Complete proofs of all theorems• Section 3: Extended mathematical background• Section 4: Detailed computational algorithms with pseudocode• Section 5: Additional case studies• Section 6: Complete numerical data and reproducibility information• Section 7: Software implementation details
DOI: 10.5281/zenodo.14033984
title: Cohesive Sediment Affects the Formation and Evolution of Linear Dunes

description: These files contain the reproducible data for the article 'Effect of Sediment Cohesiveness on Dune Shapes and Dynamics in the Boketai Desert, Inner Mongolia Plateau,' including the original data and R code. Data and R code pertaining to drift potential, sediment composition (including grain size distribution, anion, calcium carbonate, and mineral content), dune morphology, sand transport and dynamics analysis.
DOI: 10.5281/zenodo.18096139
title: Cohesive Sediment Affects the Formation and Evolution of Linear Dunes

description: These files contain the reproducible data for the article 'Effect of Sediment Cohesiveness on Dune Shapes and Dynamics in the Boketai Desert, Inner Mongolia Plateau,' including the original data and R code. Data and R code pertaining to drift potential, sediment composition (including grain size distribution, anion, calcium carbonate, and mineral content), dune morphology, sand transport and dynamics analysis.
DOI: 10.15468/dl.jk9y4f
title: Occurrence Download

description: A dataset containing 1924747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passerella iliaca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 1924747 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069644-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18104246
title: Nocturnal host manipulation by nematomorphs is not synchronized with the lunar cycle

description: Many parasites manipulate host behavior by altering hosts’ phototaxis. At night, the lunar cycle shapes the light environment, raising the question of whether parasites manipulate their nocturnal hosts in response to this cycle. Nematomorph parasites induce their diurnal arthropod hosts to enter water by inducing positive phototaxis to light reflected from water surfaces. Here, we hypothesized that nematomorphs manipulate nocturnal camel crickets according to the lunar phase. Contrary to the hypothesis, camel crickets entered a pond with similar frequency on both new and full moon days. In addition, the number of camel crickets ingested by stream salmonids did not differ significantly between new and full moon days. These results imply that nematomorphs may have evolved mechanisms that are not strongly dependent on altering phototaxis when manipulating nocturnal hosts. This highlights the need to further investigate how parasites have evolved conserved and divergent manipulation strategies in heterogeneous light environments.
DOI: 10.5281/zenodo.18104245
title: Nocturnal host manipulation by nematomorphs is not synchronized with the lunar cycle

description: Many parasites manipulate host behavior by altering hosts’ phototaxis. At night, the lunar cycle shapes the light environment, raising the question of whether parasites manipulate their nocturnal hosts in response to this cycle. Nematomorph parasites induce their diurnal arthropod hosts to enter water by inducing positive phototaxis to light reflected from water surfaces. Here, we hypothesized that nematomorphs manipulate nocturnal camel crickets according to the lunar phase. Contrary to the hypothesis, camel crickets entered a pond with similar frequency on both new and full moon days. In addition, the number of camel crickets ingested by stream salmonids did not differ significantly between new and full moon days. These results imply that nematomorphs may have evolved mechanisms that are not strongly dependent on altering phototaxis when manipulating nocturnal hosts. This highlights the need to further investigate how parasites have evolved conserved and divergent manipulation strategies in heterogeneous light environments.
DOI: 10.6084/m9.figshare.30977857
title: Rize in the State Yearbooks (Salname) of the Republic of Türkiye (1925-1929)

description: This dataset provides a comprehensive statistical and descriptive analysis of Rize province during the early years of the Turkish Republic, based on the State Yearbooks (<i>Devlet Salnameleri</i>) published between 1925 and 1929
DOI: 10.6084/m9.figshare.30977857.v1
title: Rize in the State Yearbooks (Salname) of the Republic of Türkiye (1925-1929)

description: This dataset provides a comprehensive statistical and descriptive analysis of Rize province during the early years of the Turkish Republic, based on the State Yearbooks (<i>Devlet Salnameleri</i>) published between 1925 and 1929
DOI: 10.6084/m9.figshare.30977861
title: Soil Chemistry and Microbial Community Patterns Across <i>Tricholoma matsutake</i> Fairy-Ring Developmental Stages in Yeongju, South Korea

description: This study investigates how shiro developmental stages, soil physicochemical properties, and seasonal variation shape fungal and bacterial communities associated with <i>Tricholoma matsutake</i> in a <i>Pinus densiflora</i> forest in Yeongju, South Korea. Seasonal soil samples from past, present, and future shiro zones were analyzed using ITS and 16S rRNA metabarcoding together with soil chemical measurements. Shiro-driven spatial heterogeneity, rather than seasonality, was the dominant factor structuring microbial communities. Fungal assemblages differed significantly among shiro stages, with exchangeable potassium (K<sup>+</sup>) emerging as the primary driver and a strong predictor of <i>T. matsutake</i> abundance. Elevated K<sup>+</sup> in active shiro zones corresponded to reduced fungal diversity, suggesting competitive exclusion by dominant ectomycorrhizal taxa. In contrast, bacterial communities were shaped mainly by water-soluble iron (Fe), shifting from Acidobacteria-rich assemblages in past zones to Proteobacteria in active zones. The enrichment of siderophore-associated taxa suggests a potential role of Fe acquisition processes, broadly consistent with mechanisms proposed in the mycorrhiza helper bacteria hypothesis, though not directly tested here. Overall, <i>T. matsutake</i> development generates nutrient-specific biogeochemical gradients-K<sup>+</sup> for fungi and Fe for bacteria-that reorganize soil microbial communities. These findings underscore tightly linked biotic-abiotic interactions in shiro ecology and highlight microbial and chemical features that may serve as indicators of shiro activity.
DOI: 10.6084/m9.figshare.30977861.v1
title: Soil Chemistry and Microbial Community Patterns Across <i>Tricholoma matsutake</i> Fairy-Ring Developmental Stages in Yeongju, South Korea

description: This study investigates how shiro developmental stages, soil physicochemical properties, and seasonal variation shape fungal and bacterial communities associated with <i>Tricholoma matsutake</i> in a <i>Pinus densiflora</i> forest in Yeongju, South Korea. Seasonal soil samples from past, present, and future shiro zones were analyzed using ITS and 16S rRNA metabarcoding together with soil chemical measurements. Shiro-driven spatial heterogeneity, rather than seasonality, was the dominant factor structuring microbial communities. Fungal assemblages differed significantly among shiro stages, with exchangeable potassium (K<sup>+</sup>) emerging as the primary driver and a strong predictor of <i>T. matsutake</i> abundance. Elevated K<sup>+</sup> in active shiro zones corresponded to reduced fungal diversity, suggesting competitive exclusion by dominant ectomycorrhizal taxa. In contrast, bacterial communities were shaped mainly by water-soluble iron (Fe), shifting from Acidobacteria-rich assemblages in past zones to Proteobacteria in active zones. The enrichment of siderophore-associated taxa suggests a potential role of Fe acquisition processes, broadly consistent with mechanisms proposed in the mycorrhiza helper bacteria hypothesis, though not directly tested here. Overall, <i>T. matsutake</i> development generates nutrient-specific biogeochemical gradients-K<sup>+</sup> for fungi and Fe for bacteria-that reorganize soil microbial communities. These findings underscore tightly linked biotic-abiotic interactions in shiro ecology and highlight microbial and chemical features that may serve as indicators of shiro activity.
DOI: 10.5281/zenodo.18104556
title: Raw Data_Factors Influencing Classroom Engagement of University EFL Learners

description: The dataset, "Raw Data_Factors Influencing Classroom Engagement of University EFL Learners," was collected from university students in three universities across China using the online survey platform Questionnaire Star (www.Sojump.com) between October and November 2025. After excluding invalid responses, 992 valid questionnaires were analyzed. The study focused on key factors influencing classroom engagement, including self-efficacy, teacher support, and motivation. The research aimed to explore how self-efficacy and teacher support impact classroom engagement, with motivation serving as a mediating factor. This dataset provides valuable insights into the psychological and contextual factors that influence classroom engagement among EFL learners, offering empirical data to inform teaching strategies and improve student engagement.
DOI: 10.5281/zenodo.18104557
title: Raw Data_Factors Influencing Classroom Engagement of University EFL Learners

description: The dataset, "Raw Data_Factors Influencing Classroom Engagement of University EFL Learners," was collected from university students in three universities across China using the online survey platform Questionnaire Star (www.Sojump.com) between October and November 2025. After excluding invalid responses, 992 valid questionnaires were analyzed. The study focused on key factors influencing classroom engagement, including self-efficacy, teacher support, and motivation. The research aimed to explore how self-efficacy and teacher support impact classroom engagement, with motivation serving as a mediating factor. This dataset provides valuable insights into the psychological and contextual factors that influence classroom engagement among EFL learners, offering empirical data to inform teaching strategies and improve student engagement.
DOI: 10.6084/m9.figshare.30977869
title: Drug-Gene interactions and the Risk of Diabetic Microvascular Complications: A Population-Based Cohort Study

description: Table S2, Table S3, Table S10, and Table S11