cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17204084
title: Artificial Intelligence, Security, and Sovereignty: An Integrated Framework for Ethical Military Innovation and Global Governance

description: This thesis develops a comprehensive and interdisciplinary framework for integrating advanced technologies such as artificial intelligence, blockchain, quantum communication, and cyber-physical resilience into next-generation national and multinational defense ecosystems. It introduces the Dynamic Integrated National Security Ecosystem (DINSE) model that consolidates predictive analytics, federated mission networking, immutable data provenance, and human–machine hybrid decision-making architectures. The framework advances global security discourse by aligning cutting-edge innovation with international humanitarian law, NATO principles for responsible AI, and evolving regulatory regimes including the EU AI Act and India’s Digital Personal Data Protection Act. Key contributions include novel metrics for threat prediction, resilience, and trustworthiness, validated through empirical simulation and wargaming. The thesis positions this integrated model as both a conceptual and operational policy roadmap for ethical, transparent, and interoperable security governance in an era of autonomous systems and emerging technologies. The work supports scalable coalition interoperability while embedding accountability, transparency, and future-proof post-quantum cryptography resilience.

 

Keywords:

Artificial Intelligence, National Security, Military Innovation, Blockchain, Quantum Cryptography, Cyber-Physical Resilience, Federated Mission Networking, International Humanitarian Law, Ethical AI, Post-Quantum Cryptography, Data Provenance, Human–Machine Hybrid Control, Cybersecurity, Defense Ecosystems, Governance-by-Design.
DOI: 10.15468/dl.rtgtrk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citharoides macrolepidotus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016956-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3szf7
title: Occurrence Download

description: A dataset containing 4154 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Reptiles Instituto Sinchi"
 ]
}

 The dataset includes 4154 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016957-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.54bd87dp
title: VOC24_0051_04

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.4bf48431
title: VOC24_0048_01

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.53db6f7r
title: VOC24_0047_04

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.5ddfmh4d
title: VOC24_0047_02

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.bfd503m4
title: VOC24_0050_01

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.db078241
title: VOC24_0047_03

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.df154zdm
title: VOC24_0049_02

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.f66f7r24
title: VOC24_0049_01

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.fe36189h
title: VOC24_0050_02

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.0daf927i
title: VOC24_0053_02

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.1d30bj47
title: VOC24_0053_06

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.30008ixo
title: VOC24_0051_02

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.7bffr03w
title: VOC24_0051_05

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.7eaa10r4
title: VOC24_0050_03

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.b1c9eh5i
title: VOC24_0052_02

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.c66dk7v8
title: VOC24_0051_01

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.c76c3768
title: VOC24_0052_01

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.d3f96y03
title: VOC24_0053_01

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.d742155k
title: VOC24_0053_05

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.dd12i91d
title: VOC24_0053_04

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.ddeeb3bd
title: VOC24_0053_03

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.e7ee292y
title: VOC24_0051_03

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.5281/zenodo.17193068
title: Nuremberg Letterbooks: Scans and automatic transcription of volumes 6–14 (1423–1441)

description: This dataset consists of scans of the Nuremberg Letterbooks 6–14 (1423–1441; archival signature: Staatsarchiv Nürnberg, Reichsstadt Nürnberg, Ratskanzlei, Briefbücher des Inneren Rates, Nr. 6–14) and automatic transcriptions. The transcriptions contain TEI-XML tags marking abbreviations, deletions and other attributes of the text. The transcriptions have been created by using the procedure explained in M. Mayr, J. Krenz, K. Neumeier, A. Bub, S. Bürcky, N. Brolich, K. Herbers, M. Habermann, P. Fleischmann, A. Maier, and V. Christlein: Nuremberg Letterbooks: A Multi-Transcriptional Dataset of Early 15th Century Manuscripts for Document Analysis. Sci Data 12, 811 (2025), https://doi.org/10.1038/s41597-025-05144-z.

The transcriptions have not been verified and are intended only as work aid to navigate the texts quickly. Use fuzzy search for best results, then compare with the scans before using/citing the transcriptions.
DOI: 10.5281/zenodo.17193069
title: Nuremberg Letterbooks: Scans and automatic transcription of volumes 6–14 (1423–1441)

description: This dataset consists of scans of the Nuremberg Letterbooks 6–14 (1423–1441; archival signature: Staatsarchiv Nürnberg, Reichsstadt Nürnberg, Ratskanzlei, Briefbücher des Inneren Rates, Nr. 6–14) and automatic transcriptions. The transcriptions contain TEI-XML tags marking abbreviations, deletions and other attributes of the text. The transcriptions have been created by using the procedure explained in M. Mayr, J. Krenz, K. Neumeier, A. Bub, S. Bürcky, N. Brolich, K. Herbers, M. Habermann, P. Fleischmann, A. Maier, and V. Christlein: Nuremberg Letterbooks: A Multi-Transcriptional Dataset of Early 15th Century Manuscripts for Document Analysis. Sci Data 12, 811 (2025), https://doi.org/10.1038/s41597-025-05144-z.

The transcriptions have not been verified and are intended only as work aid to navigate the texts quickly. Use fuzzy search for best results, then compare with the scans before using/citing the transcriptions.
DOI: 10.15468/dl.vdxjd8
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016959-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3wb78
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Oman",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016960-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urkfky
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia lebbeck",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016961-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55u7pp
title: Occurrence Download

description: A dataset containing 12313 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Boehmeria cylindrica)"
 ]
}

 The dataset includes 12313 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016962-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uakey
title: Occurrence Download

description: A dataset containing 750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is false",
 "TaxonKey is Mirounga leonina (Linnaeus, 1758)"
 ]
}

 The dataset includes 750 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004041-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7oz0n7
title: Occurrence Download

description: A dataset containing 1971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than 37.0280512680386",
 "DecimalLatitude is less than 37.7143187630444",
 "DecimalLongitude is greater than -109.524890764447",
 "DecimalLongitude is less than -108.383706334711"
 ]
}

 The dataset includes 1971 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006714-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7xkxr
title: Occurrence Download

description: A dataset containing 5300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procyon lotor (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Belgium"
 ]
}

 The dataset includes 5300 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060991-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp6wxk
title: Occurrence Download

description: A dataset containing 1359914 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 1359914 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027367-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tcwbc
title: Occurrence Download

description: A dataset containing 134340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Robinia pseudoacacia L."
 ]
}

 The dataset includes 134340 records from 702 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005316-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yhe8y
title: Occurrence Download

description: A dataset containing 7385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ceiba pentandra (L.) Gaertn."
 ]
}

 The dataset includes 7385 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047969-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdpyxr
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.72978 4.27935,-74.70729 4.26132,-74.67416 4.30647,-74.69373 4.32286,-74.71065 4.30244,-74.72978 4.27935))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040098-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.668mx5
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Paleosuchus trigonatus (Schneider, 1801)"
 ]
}

 The dataset includes 69 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047973-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2j8mr
title: Occurrence Download

description: A dataset containing 38798 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coscoroba coscoroba (Molina, 1782)"
 ]
}

 The dataset includes 38798 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052720-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zczv5
title: Occurrence Download

description: A dataset containing 2922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela sibirica Pallas, 1773",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 2922 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057844-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gxeq2
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Chelonoidis denticulatus (Linnaeus, 1766)"
 ]
}

 The dataset includes 88 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043909-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzamaf
title: Occurrence Download

description: A dataset containing 83796 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lymantria Hübner"
 ]
}

 The dataset includes 83796 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079678-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.547qw4
title: Occurrence Download

description: A dataset containing 15893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Botrychium Sw."
 ]
}

 The dataset includes 15893 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047576-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw93xm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jatropha alamanii Müll.Arg.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014528-250127130748423/datasets/export for details.
DOI: 10.15468/dl.3ypdj8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jatropha andrieuxii Müll.Arg.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014529-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7pmnh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cedrela odorata Griseb."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014530-250127130748423/datasets/export for details.
DOI: 10.15468/dl.4n48kz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jatropha bartlettii Wilbur)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014531-250127130748423/datasets/export for details.
DOI: 10.15468/dl.3569b7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jatropha bullockii E.J.Lott)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014532-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqs3q5
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cedrela odorata Vell."
 ]
}

 The dataset includes 87 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014533-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug8rwp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jatropha chamelensis Pérez-Jim.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014534-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7r2d3b
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jatropha cordata (Ortega) Müll.Arg.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 138 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014535-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrt3dk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cedrela odorata Ruiz & Pav."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014536-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ff2cmg
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jatropha curcas L.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 391 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014537-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.