cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18650501
title: Architectural Variants of Controllers for Reactions to Cyber Attacks in Energy Systems

description: This dataset contains exchanged messages of an agent-based control use case in cyber-physical energy systems. The agents perform unit control, given a target schedule from an operator.

Two versions of a cyber attack are considered, in which a system shutdown occurs. Over time, more and more units are shut down, from 0% up to 50%. The data without any attack and the effects of the attacks are published here: https://zenodo.org/records/18623941

Overall, three types of agent sizes are given: 50 agents, 100 agents, and 150 agents. For each of the network sizes, normal data and data for both attack variants are provided.

This dataset considers three different kinds of control to react to the cyber attacks: a centralized controller, considering control actions affecting the entire system, a decentralized controller, only focusing on one agent, and a  multi-level setting, in which a centralized and decentralized controller are combined.

Different kinds of control actions are considered: forming a new communication topology, building a new topology, and reassigning the task(s) of the affected agent(s). The new communication topology excludes the affected agent(s).
DOI: 10.15468/dl.k47h25
title: Occurrence Download

description: A dataset containing 131857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rorippa amphibia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 131857 records from 839 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020731-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30337696
title: <b>Additional Data: Population-scale disease-associated tandem repeat analysis reveals locus and ancestry-specific insights</b>

description: Additional dataset from population-scale analysis of 66 disease-associated tandem repeat loci using long-read assemblies from 2,530 haplotypes. Includes repeat length, motif composition, local ancestry, phylogenetic, and linkage disequilibrium data of disease-associated tandem repeat loci from diverse populations.
DOI: 10.6084/m9.figshare.30337696.v1
title: <b>Additional Data: Population-scale disease-associated tandem repeat analysis reveals locus and ancestry-specific insights</b>

description: Additional dataset from population-scale analysis of 66 disease-associated tandem repeat loci using long-read assemblies from 2,526 haplotypes. Includes repeat length, motif composition, local ancestry, phylogenetic, and linkage disequilibrium data of disease-associated tandem repeat loci from diverse populations.
DOI: 10.6084/m9.figshare.30337696.v2
title: <b>Additional Data: Population-scale disease-associated tandem repeat analysis reveals locus and ancestry-specific insights</b>

description: Additional dataset from population-scale analysis of 66 disease-associated tandem repeat loci using long-read assemblies from 2,530 haplotypes. Includes repeat length, motif composition, local ancestry, phylogenetic, and linkage disequilibrium data of disease-associated tandem repeat loci from diverse populations.
DOI: 10.15468/dl.c3x32r
title: Occurrence Download

description: A dataset containing 2592 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France, Belgium)",
 "DatasetKey is one of (2020_MNHN_1, Insect (MNHM-IN), 2015_MNHN_2, 2018_MNHN_1, ACQUISITION_CBNMC - MNHN, Données des collections du MNHN - Données de la collection d'herbiers de Nouvelle-Calédonie du MNHN, PROJET EOLIEN DU CHAISEAU - Données Chaiseau MNHN, MnhnL various project records, Recorder-Lux database, Données naturalistes acquises sur les sites du MNHN, Convention Fédération française de golf - MNHN 2016-2019, PE des Quatre Chemins - Donnees MNHN Quatre Chemins Flore, Convention GTM Bâtiment et le Service du patrimoine naturel du MNHN-Données d'expertise convention GTM Bâtiment et le Service du patrimoine naturel du MNHN, PE des Quatre Chemins - Donnees MNHN Quatre Chemins AutreFaune, Convention Fédération française de golf - MNHN 2016-2019-IPS Golfs)",
 "TaxonKey is Papilio machaon",
 "Year 1000-2026"
 ]
}

 The dataset includes 2592 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020757-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mmcf24t9vv
title: Retail-YU: A Large-Scale Dual-Domain Dataset for Fine-Grained Retail Product Recognition
DOI: 10.17632/mmcf24t9vv.2
title: Retail-YU: A Large-Scale Dual-Domain Dataset for Fine-Grained Retail Product Recognition
DOI: 10.17632/n3skhm7tz6
title: Early-middle Pleistocene planktic foraminifers multivariate analysis results of GULE and Tol sections, eastern Mediterranean Region (Mersin, Turkiye)

description: Supporting Information for "Quantitative analysis of Calabrian planktic foraminifer assemblages and paleoecology of the Eastern Mediterranean from the onshore epibathyal sedimentary archives (Mersin, Turkey)"
DOI: 10.17632/n3skhm7tz6.2
title: Early-middle Pleistocene planktic foraminifers multivariate analysis results of GULE and Tol sections, eastern Mediterranean Region (Mersin, Turkiye)

description: Supporting Information for "Quantitative analysis of Calabrian planktic foraminifer assemblages and paleoecology of the Eastern Mediterranean from the onshore epibathyal sedimentary archives (Mersin, Turkey)"
DOI: 10.17632/x8v2wt22gr
title: Visitor characteristics and museum fatigue: a case study at the ETRU museum in Rome DATA

description: This dataset is linked to the study "Visitor characteristics and museum fatigue: a case study at the ETRU museum in Rome".
It includes behavioural (position tracking) and physiological (heart rate) data from an experiment investigating the role of individual characteristics on museum fatigue.
The dataset is divided into five files:
ETRU_DATA_RAW: Full dataset with all collected data, including unprocessed variables and excluded participants
ETRU_R_PROJECT: The R-Studio project with the script used for all the data analysis
ETRU_DATASHEET_CATEGORIES: Demographic characteristics of participants (Age, Sex, Education, Public). The R-Studio project uses this file for cluster analysis.
ETRU_DATASHEET_LONG: Preprocessed dataset in long format excluding participants not included in the analysis. The R-Studio project uses this file for spatial time-series analysis.
ETRU_DATASHEET_WIDE: Preprocessed dataset in wide format excluding participants not included in the analysis. The R-Studio project uses this file for correlation analysis.

These files enable replication of the analyses in the main paper and provide additional opportunities for secondary analyses.
DOI: 10.15468/dl.mnnubm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ronnbergia weberbaueri",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020758-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x8v2wt22gr.1
title: Visitor characteristics and museum fatigue: a case study at the ETRU museum in Rome DATA

description: This dataset is linked to the study "Visitor characteristics and museum fatigue: a case study at the ETRU museum in Rome".
It includes behavioural (position tracking) and physiological (heart rate) data from an experiment investigating the role of individual characteristics on museum fatigue.
The dataset is divided into five files:
ETRU_DATA_RAW: Full dataset with all collected data, including unprocessed variables and excluded participants
ETRU_R_PROJECT: The R-Studio project with the script used for all the data analysis
ETRU_DATASHEET_CATEGORIES: Demographic characteristics of participants (Age, Sex, Education, Public). The R-Studio project uses this file for cluster analysis.
ETRU_DATASHEET_LONG: Preprocessed dataset in long format excluding participants not included in the analysis. The R-Studio project uses this file for spatial time-series analysis.
ETRU_DATASHEET_WIDE: Preprocessed dataset in wide format excluding participants not included in the analysis. The R-Studio project uses this file for correlation analysis.

These files enable replication of the analyses in the main paper and provide additional opportunities for secondary analyses.
DOI: 10.5281/zenodo.18650760
title: Traffic Congestion Dataset: Semarang, Bandung, Jakarta (2025–2026)
DOI: 10.5281/zenodo.18650759
title: Traffic Congestion Dataset: Semarang, Bandung, Jakarta (2025–2026)
DOI: 10.5281/zenodo.18650822
title: SCIENTIFIC AND METHODOLOGICAL FOUNDATIONS FOR ORGANIZING EDUCATIONAL–PRACTICAL ACTIVITY CLUSTERS IN THE HIGHER EDUCATION SYSTEM

description: This article examines the scientific and methodological foundations for organizing educational–practical activity clusters within the higher education system. The study analyzes issues related to the systematic organization of cooperation among higher education institutions, industrial enterprises, and research organizations. Based on the cluster approach, mechanisms for integrating the educational process with practical activities, forming professional competencies, and improving the quality of specialist training are substantiated. In addition, the role of methodological support, management processes, and innovative pedagogical technologies in organizing educational–practical activity clusters is revealed. The research findings have scientific and practical significance for introducing the cluster approach in higher education and increasing educational effectiveness.
DOI: 10.5281/zenodo.18650821
title: SCIENTIFIC AND METHODOLOGICAL FOUNDATIONS FOR ORGANIZING EDUCATIONAL–PRACTICAL ACTIVITY CLUSTERS IN THE HIGHER EDUCATION SYSTEM

description: This article examines the scientific and methodological foundations for organizing educational–practical activity clusters within the higher education system. The study analyzes issues related to the systematic organization of cooperation among higher education institutions, industrial enterprises, and research organizations. Based on the cluster approach, mechanisms for integrating the educational process with practical activities, forming professional competencies, and improving the quality of specialist training are substantiated. In addition, the role of methodological support, management processes, and innovative pedagogical technologies in organizing educational–practical activity clusters is revealed. The research findings have scientific and practical significance for introducing the cluster approach in higher education and increasing educational effectiveness.
DOI: 10.15468/dl.cv5mcf
title: Occurrence Download

description: A dataset containing 694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aechmea angustifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 694 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020760-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18650829
title: FACTORS INFLUENCING SEBACEOUS GLAND HISTOGENESIS

description: Sebaceous glands (SGs) are lipid-producing mini-organs of the skin, typically forming part of the pilosebaceous unit together with the hair follicle and its duct. Their histogenesis depends on tightly timed epithelial–mesenchymal interactions and a balance of morphogenetic signaling pathways that govern lineage choice, proliferation, and terminal sebocyte differentiation. This article reviews major factors that influence SG histogenesis across prenatal development, postnatal maturation, and remodeling in later life. Key determinants include canonical Wnt/β-catenin activity that biases epidermal progenitors toward hair follicle versus sebaceous lineages, Hedgehog signaling that supports proliferation and duct/sebocyte programing, and transcriptional regulators that coordinate fate decisions and lipid metabolic maturation. Progenitor pool dynamics—exemplified by Blimp1/PRDM1-associated populations—and the c-MYC network further shape gland size and renewal, while endocrine cues (especially androgens) modulate differentiation trajectories through androgen receptor–dependent programs that intersect with stress pathways such as p53.
DOI: 10.5281/zenodo.18650828
title: FACTORS INFLUENCING SEBACEOUS GLAND HISTOGENESIS

description: Sebaceous glands (SGs) are lipid-producing mini-organs of the skin, typically forming part of the pilosebaceous unit together with the hair follicle and its duct. Their histogenesis depends on tightly timed epithelial–mesenchymal interactions and a balance of morphogenetic signaling pathways that govern lineage choice, proliferation, and terminal sebocyte differentiation. This article reviews major factors that influence SG histogenesis across prenatal development, postnatal maturation, and remodeling in later life. Key determinants include canonical Wnt/β-catenin activity that biases epidermal progenitors toward hair follicle versus sebaceous lineages, Hedgehog signaling that supports proliferation and duct/sebocyte programing, and transcriptional regulators that coordinate fate decisions and lipid metabolic maturation. Progenitor pool dynamics—exemplified by Blimp1/PRDM1-associated populations—and the c-MYC network further shape gland size and renewal, while endocrine cues (especially androgens) modulate differentiation trajectories through androgen receptor–dependent programs that intersect with stress pathways such as p53.
DOI: 10.17632/ktjyrjr5hz
title: Comparative Hazards of Ocular Surface Disorders with IL-4/13 versus IL-13 Inhibitors in Atopic Dermatitis

description: This dataset contains the supplementary materials associated with the study “Comparative Hazards of Ocular Surface Disorders with IL-4/13 versus IL-13 Inhibitors in Atopic Dermatitis: A TriNetX Database Study.”

The materials include detailed coding definitions, additional analyses, and supporting figures that complement the main manuscript and provide transparency for the analytic methods and results.
DOI: 10.17632/ktjyrjr5hz.1
title: Comparative Hazards of Ocular Surface Disorders with IL-4/13 versus IL-13 Inhibitors in Atopic Dermatitis

description: This dataset contains the supplementary materials associated with the study “Comparative Hazards of Ocular Surface Disorders with IL-4/13 versus IL-13 Inhibitors in Atopic Dermatitis: A TriNetX Database Study.”

The materials include detailed coding definitions, additional analyses, and supporting figures that complement the main manuscript and provide transparency for the analytic methods and results.
DOI: 10.15468/dl.3w8khw
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aechmea coelestis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 129 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020763-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18650850
title: NATIONAL AND RELIGIOUS VALUES AND THE MOTIVE OF BETRAYAL

description: This article examines the motif of betrayal in the context of national and religious values in Uzbek literature. The study analyzes the artistic representation of national mentality and religious-ethical norms, focusing on their role in shaping literary images and narrative structures. Drawing on examples from traditional and post-independence Uzbek literature, the paper explores the opposition between loyalty and betrayal, the transformation of value systems, the inner conflict of characters, and the artistic interpretation of conscience, sin, and repentance. Betrayal is interpreted not merely as moral transgression, but as a complex spiritual phenomenon reflecting the testing and crisis of national and religious values.
DOI: 10.5281/zenodo.18650849
title: NATIONAL AND RELIGIOUS VALUES AND THE MOTIVE OF BETRAYAL

description: This article examines the motif of betrayal in the context of national and religious values in Uzbek literature. The study analyzes the artistic representation of national mentality and religious-ethical norms, focusing on their role in shaping literary images and narrative structures. Drawing on examples from traditional and post-independence Uzbek literature, the paper explores the opposition between loyalty and betrayal, the transformation of value systems, the inner conflict of characters, and the artistic interpretation of conscience, sin, and repentance. Betrayal is interpreted not merely as moral transgression, but as a complex spiritual phenomenon reflecting the testing and crisis of national and religious values.
DOI: 10.15468/dl.rd6rhq
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aechmea melinonii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 167 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020765-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18650865
title: AFFIXAL FORMATION FEATURES OF ARCHITECTURAL TERMS IN ENGLISH AND UZBEK
DOI: 10.5281/zenodo.18650864
title: AFFIXAL FORMATION FEATURES OF ARCHITECTURAL TERMS IN ENGLISH AND UZBEK
DOI: 10.15468/dl.a948un
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aechmea racinae",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 60 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020767-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wa5v5f
title: Occurrence Download

description: A dataset listing the 695020 species recorded in GBIF matching the query:
{
 "Country" : [
 "is United States of America"
 ]
}

 The dataset's 695020 records were derived from 6806 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020759-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uhy2r
title: Occurrence Download

description: A dataset containing 1892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium spinosum",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1892 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053544-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcav5c
title: Occurrence Download

description: A dataset containing 8085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Richardia grandiflora",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8085 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053543-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buf4r2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Gabon",
 "TaxonKey is one of (Plantae, Rhizophora mangle racemosa, Rhizophora harrisonii)",
 "VerbatimScientificName is rhizophora harrisonii"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053546-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgsrky
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053547-250717081556266/datasets/export for details.
DOI: 10.15468/dl.8uzt2h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thunbergia grandiflora",
 "Country is Saint Vincent and the Grenadines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053549-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w5xwp
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thunbergia grandiflora",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 117 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053548-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdhddr
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium spinosum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 279 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053553-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9sze7
title: Occurrence Download

description: A dataset containing 8461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8461 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053550-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3655gy
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053551-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.