cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30673108
title: Additional file 1 of Assessing strategic use of artificial intelligence in self-regulated learning: Instrument development and evidence from Chinese university students

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.30673108.v1
title: Additional file 1 of Assessing strategic use of artificial intelligence in self-regulated learning: Instrument development and evidence from Chinese university students

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.30673110
title: Additional file 1 of Computerized tongue image analysis for non-invasive disease screening: a review

description: Supplementary file 1.
DOI: 10.6084/m9.figshare.30673110.v1
title: Additional file 1 of Computerized tongue image analysis for non-invasive disease screening: a review

description: Supplementary file 1.
DOI: 10.6084/m9.figshare.30616456
title: Additional file 2 of Simulations using APSIM suggest that Conservation Agriculture sustains protein yield under changing climate dynamics in Northern Mozambique

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30616456.v1
title: Additional file 2 of Simulations using APSIM suggest that Conservation Agriculture sustains protein yield under changing climate dynamics in Northern Mozambique

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30673114
title: Additional file 1 of KIF20A as a driver of anti-PD-1 resistance via PD-L1 downregulation in NSCLC: a biomarker validation and tumor microenvironment analysis

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30673114.v1
title: Additional file 1 of KIF20A as a driver of anti-PD-1 resistance via PD-L1 downregulation in NSCLC: a biomarker validation and tumor microenvironment analysis

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30224989
title: Additional file 1 of Assessing SARS-CoV-2 vaccine effectiveness in health workers: a cohort study conducted during the pandemic decline phase in five hospitals, affiliated to Al-Azhar University- Egypt

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.30224989.v1
title: Additional file 1 of Assessing SARS-CoV-2 vaccine effectiveness in health workers: a cohort study conducted during the pandemic decline phase in five hospitals, affiliated to Al-Azhar University- Egypt

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.30673138
title: Additional file 3 of Interferon-stimulated Viperin impairs Treg function in autoimmune thrombocytopenia

description: Supplementary Material 3.
DOI: 10.6084/m9.figshare.30673138.v1
title: Additional file 3 of Interferon-stimulated Viperin impairs Treg function in autoimmune thrombocytopenia

description: Supplementary Material 3.
DOI: 10.6084/m9.figshare.30673141
title: Additional file 4 of Interferon-stimulated Viperin impairs Treg function in autoimmune thrombocytopenia

description: Supplementary Material 4.
DOI: 10.6084/m9.figshare.30673141.v1
title: Additional file 4 of Interferon-stimulated Viperin impairs Treg function in autoimmune thrombocytopenia

description: Supplementary Material 4.
DOI: 10.6084/m9.figshare.29926531
title: Additional file 1 of SCAN-ACT: adoptive T cell therapy target discovery through single-cell transcriptomics

description: Additional file 1. Supplementary Tables S1-S38, excel file.xlsb.
DOI: 10.6084/m9.figshare.29926531.v2
title: Additional file 1 of SCAN-ACT: adoptive T cell therapy target discovery through single-cell transcriptomics

description: Additional file 1. Supplementary Tables S1-S38, excel file.xlsb.
DOI: 10.6084/m9.figshare.29926531.v1
title: Additional file 1 of SCAN-ACT: adoptive T cell therapy target discovery through single-cell transcriptomics

description: Additional file 1. Supplementary Tables S1-S38, excel file.xlsb.
DOI: 10.15468/dl.ww3mts
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abronia graminea"
 ]
}

 The dataset includes 254 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001741-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17667578
title: Grit etc dataset
DOI: 10.5281/zenodo.17667579
title: Grit etc dataset
DOI: 10.15468/dl.d5eu2k
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coutareopsis fuchsioides"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001743-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17667392
title: Dataset 1: Curated Sample Digital News Coverage of  Dr B R Ambedkar (2015–2025)

description: This dataset contains a curated collection of 203 English-language digital news articles reporting on Dr B. R. Ambedkar between 2015 and 2025. It includes material from mainstream outlets, independent media platforms, and anti-caste publications. The dataset was compiled to support a qualitative textual analysis of Ambedkar’s mediated presence across three domains: ritualised reverence during Ambedkar Jayanti, symbolic violence through statue desecration, and digital activism shaped by anti-caste assertion and diasporic engagement. Each entry is listed in APA format and assigned a unique identifier to facilitate transparency and replicability. The dataset serves as a resource for researchers examining communication, media representation, and the celebritisation of Ambedkar in contemporary digital environments.
DOI: 10.5281/zenodo.17667391
title: Dataset 1: Curated Sample Digital News Coverage of  Dr B R Ambedkar (2015–2025)

description: This dataset contains a curated collection of 203 English-language digital news articles reporting on Dr B. R. Ambedkar between 2015 and 2025. It includes material from mainstream outlets, independent media platforms, and anti-caste publications. The dataset was compiled to support a qualitative textual analysis of Ambedkar’s mediated presence across three domains: ritualised reverence during Ambedkar Jayanti, symbolic violence through statue desecration, and digital activism shaped by anti-caste assertion and diasporic engagement. Each entry is listed in APA format and assigned a unique identifier to facilitate transparency and replicability. The dataset serves as a resource for researchers examining communication, media representation, and the celebritisation of Ambedkar in contemporary digital environments.
DOI: 10.15468/dl.eh3rgq
title: Occurrence Download

description: A dataset containing 24 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.basisofrecord IN ('OBSERVATION', 'MACHINE_OBSERVATION', 'HUMAN_OBSERVATION')
 AND occurrence.continent = 'NORTH_AMERICA'
 AND occurrence.countrycode = 'MX'
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND (CAST(occurrence.taxonkey AS INTEGER) = 2434982 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2434982 OR CAST(occurrence.kingdomkey AS INTEGER) = 2434982 OR CAST(occurrence.phylumkey AS INTEGER) = 2434982 OR CAST(occurrence.classkey AS INTEGER) = 2434982 OR CAST(occurrence.orderkey AS INTEGER) = 2434982 OR CAST(occurrence.familykey AS INTEGER) = 2434982 OR CAST(occurrence.genuskey AS INTEGER) = 2434982 OR CAST(occurrence.specieskey AS INTEGER) = 2434982)
 AND (occurrence."year" &gt;= 1990 AND occurrence."year" &lt;= 2020)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 24 records were derived from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001739-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26036/cnp0001093
title: Alpine permafrost freezing and thawing study - season

description: 祁连山样地S3季节冻融扩增子分析
DOI: 10.26036/cnp0008001
title: The molecular mechanism underlying awn formation in Elymus sibiricus

description: Transcriptome analysis was conducted on the middle spikes at the flowering stage of QH002 and GS002 genotypes
DOI: 10.5281/zenodo.16884984
title: Meteorological data in Japan

description: The data set is the meteorological radar provided by the Research Institute for Sustainable Humanosphere, Kyoto University.

https://database.rish.kyoto-u.ac.jp/arch/jmadata/data/jma-radar/synthetic/original/
DOI: 10.5281/zenodo.16884985
title: Meteorological data in Japan

description: The data set is the meteorological radar provided by the Research Institute for Sustainable Humanosphere, Kyoto University.

https://database.rish.kyoto-u.ac.jp/arch/jmadata/data/jma-radar/synthetic/original/
DOI: 10.15468/dl.3za7v8
title: Occurrence Download

description: A dataset containing 724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leopardus pardalis",
 "Year 1990-2020"
 ]
}

 The dataset includes 724 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001745-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17667537
title: Replication code and data for "Heel-strike mechanics reveal evolutionary tradeoffs in hominin bipedalism".

description: R replication code and data for "Heel-strike mechanics reveal evolutionary tradeoffs in hominin bipedalism".
DOI: 10.5281/zenodo.17667538
title: Replication code and data for "Heel-strike mechanics reveal evolutionary tradeoffs in hominin bipedalism".

description: R replication code and data for "Heel-strike mechanics reveal evolutionary tradeoffs in hominin bipedalism".
DOI: 10.15468/dl.xq4286
title: Occurrence Download

description: A dataset containing 13294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Nymphalidae"
 ]
}

 The dataset includes 13294 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001746-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86kuc8
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tulipa iliensis"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001747-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lzbpao
title: Spatially Heterogeneous Knowledge Graph of Western Pacific–Indo-Pacific Security Nodes (Concentric Ring Structure)

description: This project, The Concentric Pattern of the Western Pacific–Indo-Pacific Ring: Structural Analysis of Global Security Nodes Based on Spatially Heterogeneous Knowledge Graphs, constructs and applies a spatially heterogeneous knowledge graph to decode contemporary security architectures in the Western Pacific–Indo-Pacific region. The dataset integrates multi-source textual materials (policy documents, strategic reports, academic analyses) with georeferenced entities such as maritime zones, chokepoints, and state actors, and encodes them as nodes, edges, and spatial attributes within a loss-minimising graph schema. By overlaying spatial nodes (e.g., South China Sea, Taiwan Strait, Western Pacific arcs) with relational edges capturing military operations, strategic deployments, crisis episodes, and legal-interpretive narratives, the model reveals a concentric, ring-like pattern of “security density” and identifies key crisis-threshold and friction-absorbing nodes. The Dataverse package includes the core graph files, variable and ontology documentation, and reproducible workflows for spatial–relational analysis, enabling researchers to extend, re-weight, or repurpose the graph for studies of Indo-Pacific security, maritime strategy, or comparative regional architectures.
DOI: 10.6084/m9.figshare.30673211
title: <b>Condition-dependent lifetime sperm investment induced by juvenile population density in a sperm-heteromorphic moth</b>

description: Individual condition is a critical factor influencing fitness variation in animal populations. However, how adult condition, mating behavior, and lifetime sperm allocation interplay to determine fitness outcomes remains poorly understood. We investigated these relationships in the Mediterranean flour moth (<i>Ephestia kuehniella </i>Zeller), a polygamous, sperm-heteromorphic species. We manipulated larval density to produce high-condition (from low density) and low-condition (from high density) adults. Using a factorial design, we paired males and females of varying conditions daily until male death, measuring body weight, pre-mating behavior, lifetime fertile (eupyrene) and infertile (apyrene) sperm transfer, mating frequency, and longevity. Our results demonstrate that high-density rearing significantly reduced adult body weight in both sexes. Supporting condition-dependence theory, high-condition males ejaculated significantly greater total quantities of both sperm types over their lifetime than low-condition males, irrespective of female condition. Furthermore, males of both conditions strategically allocated more sperm when paired with high-condition females, resulting in a faster decline of sperm reserves. This demonstrates cryptic male choice via condition-dependent sperm allocation. Despite these differences in sperm quantity, the fertile-to-infertile sperm ratio remained constant across all treatments, suggesting an optimal ratio. Notably, male condition did not affect lifetime mating frequency or longevity, suggesting low-condition males may trade body size for reproductive investment. These findings reveal that male reproductive investment is a dynamic, lifelong strategy, shaped not only by an individual’s own developmental history but also by the quality of each partner encountered.
DOI: 10.6084/m9.figshare.30673211.v1
title: <b>Condition-dependent lifetime sperm investment induced by juvenile population density in a sperm-heteromorphic moth</b>

description: Individual condition is a critical factor influencing fitness variation in animal populations. However, how adult condition, mating behavior, and lifetime sperm allocation interplay to determine fitness outcomes remains poorly understood. We investigated these relationships in the Mediterranean flour moth (<i>Ephestia kuehniella </i>Zeller), a polygamous, sperm-heteromorphic species. We manipulated larval density to produce high-condition (from low density) and low-condition (from high density) adults. Using a factorial design, we paired males and females of varying conditions daily until male death, measuring body weight, pre-mating behavior, lifetime fertile (eupyrene) and infertile (apyrene) sperm transfer, mating frequency, and longevity. Our results demonstrate that high-density rearing significantly reduced adult body weight in both sexes. Supporting condition-dependence theory, high-condition males ejaculated significantly greater total quantities of both sperm types over their lifetime than low-condition males, irrespective of female condition. Furthermore, males of both conditions strategically allocated more sperm when paired with high-condition females, resulting in a faster decline of sperm reserves. This demonstrates cryptic male choice via condition-dependent sperm allocation. Despite these differences in sperm quantity, the fertile-to-infertile sperm ratio remained constant across all treatments, suggesting an optimal ratio. Notably, male condition did not affect lifetime mating frequency or longevity, suggesting low-condition males may trade body size for reproductive investment. These findings reveal that male reproductive investment is a dynamic, lifelong strategy, shaped not only by an individual’s own developmental history but also by the quality of each partner encountered.
DOI: 10.15468/dl.6yxh4g
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Malus sieversii"
 ]
}

 The dataset includes 140 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001750-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsyava
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001752-251120083545085/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/13812658
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.2kx949
title: Occurrence Download

description: A dataset containing 437976 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((56.75 51.7,63.75 51.7,63.75 56.6,56.75 56.6,56.75 51.7))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 437976 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001744-251120083545085/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/11542167
title: MCRec-30M
DOI: 10.15468/dl.m8xyze
title: Occurrence Download

description: A dataset containing 1385 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanosuchus niger (Spix, 1825)"
 ]
}

 The dataset includes 1385 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011745-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18318561
title: Vernonia glabrata Less. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18318562
title: Vernonia glabrata Less. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.6084/m9.figshare.30483515.v24
title: Forvard step of Logic

description: Logic and more
DOI: 10.15468/dl.p39b5u
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Populus pruinosa"
 ]
}

 The dataset includes 428 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000600-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18147240
title: DINSE-NOCD: The Complete Final Ultimate Edition (Clean Pre-Print)

description:  



DINSE-NOCD Ultimate Edition v1.0: Sovereign Cyber-Resilience Framework

Distributed Intelligent National Security Engine – National Operational Cyber DefenceAuthor: Dr. B. MazumdarORCID: https://orcid.org/0009-0007-5615-3558 | Zenodo DOI: 10.5281/zenodo.18147241[1]



ABSTRACT

DINSE-NOCD establishes the world's first National Digital Twin-driven, post-quantum secured operational cyber-defence doctrine for sovereign critical infrastructure protection. This five-layer Sovereign Operational Resilience Grid (SORG) exceeds NIST CSF 2.0, MITRE ATT&CK for ICS, ENISA OT Security, and NATO CCDCOE frameworks through:



Core Innovations





Layer 1: National Defence Digital Twin (NDT) – Isolated OT/ICS/SCADA/C4ISR replica with complete MITRE ATT&CK ICS simulation (TA0001–TA0109, 187 techniques), zero live-system exposure[1]




Layer 2: Post-Quantum Kill-Zone – CRYSTALS-Kyber/ML-KEM-768 cryptographic containment, ≤3-hop blast-radius, micro-segmented PLC/SCADA zones[1]




Layer 3: AI Threat Fusion Engine – 72-hour probabilistic forecasting (AUC-ROC 0.987), SHAP/LIME explainability, cross-domain telemetry fusion[1]




Layer 4: Sovereign Fork Protocol – Merkle-tree provenance for BRICS+/Global South adaptation without strategic dependency[1]




Layer 5: Ethical Kill-Switch Charter – Legally enforceable prohibitions on offensive operations, mandatory Attorney-General oversight[1]





Performance Metrics




Domain
Continuity
Containment
Recovery
Innovation




Strategic C4ISR
99.999%
-
-
PQC C2 + NDT[1]


OT/ICS/SCADA
-
≥99.9%
-
Kill-zone + red-team twin[1]


Enterprise IT
-
-
MTTR ≤60min
Sovereign fork + behavioral ML[1]


National Sensors
72hr warning
-
-
98.7% precision AI fusion[1]






Global Benchmark

National DT │ PQC │ Fork │ 72hr AI │ Ethical KS
DINSE-NOCD  ✅    ✅    ✅     ✅       ✅ [file:1]
NIST CSF 2.0 ❌    ⚠️   ❌     ❌       ⚠️
MITRE ICS    ⚠️    ❌    ❌     ❌       ❌




Compliance: Budapest Convention, NIS2, OECD AI Principles, national data sovereignty laws[1]



Annexures (23 total): UML/ERD, PQC parameters, MITRE mappings, AI model cards, graph-theory proofs, sector profiles (Power/Rail/Finance/Telco/C4ISR)[1]



Status: Frozen — Final Complete Ultimate Edition v1.0 | Defensive | Phase-1 deployable | Archival-grade reference framework[1]