cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17088597
title: "World-Class Multi-Layered Framework for Hyperloop Neural Diplomacy (HND): An AI-Enabled, Ethical, and Hyperconnected Model for 21st-Century Global Governance"

description: Title

 

The World-Class Multi-Layered Framework for Hyperloop Neural Diplomacy (HND): International Treaty, Ethical AI Governance, Cybersecurity Protocols, and Global Policy Innovation

 

 

---

 

Description / Abstract

 

This research presents the world’s first comprehensive governance ecosystem for Hyperloop Neural Diplomacy (HND)—an AI-enabled, hyperconnected, ethically governed diplomatic architecture designed for the 21st century.

 

The framework integrates:

 

A binding multilateral treaty, establishing the HND Council, ethical AI oversight, cybersecurity cooperation, and cross-border data protection standards.

 

A Universal Declaration on HND and Ethical AI, articulating soft-law commitments to transparency, sovereignty, sustainability, and human rights.

 

A Global White Paper, offering comparative policy insights from the EU AI Act, UNESCO AI Ethics Recommendation, African Union Data Policy, NATO AI Strategy, and India’s Digital Public Infrastructure.

 

A Model National Law, providing states with a legislative blueprint to harmonize domestic governance with international obligations.

 

Technical Annexes on data protection, cybersecurity protocols, and ethical AI frameworks, aligned with GDPR, ISO/IEC 27001, NIST CSF, and OECD AI Principles.

 

An Interpretative Commentary, connecting treaty provisions to the Vienna Convention on the Law of Treaties, WTO digital trade rules, and global human-rights law.

 

A Practical Implementation Guide, with checklists, curricula, MoU templates, and budgetary models for ratification and execution.

 

 

This multi-layered approach ensures that diplomacy becomes:

 

Faster through AI-powered predictive analytics and hyperloop-enabled connectivity.

 

Fairer through ethical oversight, inclusivity, and global capacity-building.

 

Safer through robust cybersecurity and collective defense against digital threats.

 

Sustainable by aligning AI diplomacy with the UN Sustainable Development Goals (SDGs) and principles of intergenerational equity.

 

 

By 2035, AI-assisted diplomacy under HND is projected to reduce the probability of inter-state conflict by 15–20%, saving trillions in potential economic and human costs.

 

This work is positioned at the intersection of international law, global governance, AI ethics, and cyber diplomacy, setting a world benchmark for treaty-based AI governance.

 

 

---

 

Keywords

 

Artificial Intelligence Diplomacy; Hyperloop Neural Diplomacy; International Treaty; Global Governance; Cybersecurity; Data Protection; Ethical AI; UN Reform; Conflict Prevention; AI Arbitration; Digital Sovereignty; Global South; Sustainability.

 

 

---

 

Author

 

B. Mazumdar

Independent Scholar (India)

Series: International Law, Global Governance, and AI Diplomacy

 

 

---
DOI: 10.15468/dl.3zgu4f
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.28.29_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046747-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16763126
title: Iterative, multimodal, and scalable single-cell profiling for discovery and characterization of  signaling regulators

description: Pilot.rds - A Seurat object containing RNA, Protein (ADT), OligoHash (HTO), Guides (GDO), and Gene-level guides (GDO3) for the pilot experiment in the paper

Glossary.rds - A Seurat object containing RNA, Protein (ADT), OligoHash (HTO), Guides (GDO) for the glossary experiment in the paper

Validation.rds - A Seurat object containing RNA, Protein (ADT), OligoHash (HTO), Guides (GDO) for the validation experiment in the paper
DOI: 10.5281/zenodo.16763127
title: Iterative, multimodal, and scalable single-cell profiling for discovery and characterization of  signaling regulators

description: Pilot.rds - A Seurat object containing RNA, Protein (ADT), OligoHash (HTO), Guides (GDO), and Gene-level guides (GDO3) for the pilot experiment in the paper

Glossary.rds - A Seurat object containing RNA, Protein (ADT), OligoHash (HTO), Guides (GDO) for the glossary experiment in the paper

Validation.rds - A Seurat object containing RNA, Protein (ADT), OligoHash (HTO), Guides (GDO) for the validation experiment in the paper
DOI: 10.5066/p9o8qa8n
title: Massachusetts Shoreline Change Project: A GIS Compilation of Vector Shorelines (1844-2018)

description: The U.S. Geological Survey, in cooperation with the Massachusetts Office of Coastal Zone Management compiled Massachusetts vector shorelines into an updated dataset for the Office's Shoreline Change Project. The Shoreline Change Project started in 1989 to identify erosion-prone areas of the Massachusetts coast by compiling a database of historical shoreline positions. Trends of shoreline position over long- and short-term timescales provide information to landowners, managers, and potential buyers about possible future changes to costal resources and infrastructure. This updated dataset strengthens the understanding of shoreline position change in Massachusetts. It includes U.S. Geological Survey vector shorelines edited for quality control from the mid-1800s to 1989, 1994, 2001, 2007-9, and 2010-14; and one new shoreline from 2018.  To produce the 2018 vector shoreline, the U.S. Geological Survey analyzed lidar of the Massachusetts coastline collected by the U.S. Army Corps of Engineers. The 2018 vector shoreline was extracted by either a profile method or contour method, depending on the location of the shoreline. The study area included shorelines adjacent to Massachusetts Bay (excluding Boston Harbor), Cape Cod Bay, part of Buzzards Bay (excluding the Elizabeth Islands), Outer Cape Cod, and Nantucket Sound, including the shorelines of Martha's Vineyard and Nantucket.
DOI: 10.15468/dl.yu4bxu
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parasesarma longicristatum"
 ]
}

 The dataset includes 67 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046748-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3swsbk
title: Occurrence Download

description: A dataset containing 169923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thalurania colombica"
 ]
}

 The dataset includes 169923 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046616-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg9uku
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046752-250827131500795/datasets/export for details.
DOI: 10.15468/dl.j3umna
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lythrum junceum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046753-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckb85e
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lythrum junceum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 421 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046751-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnmhqw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parasesarma melissa"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046755-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16650453
title: Perforated Meckel's Diverticulum in Neonates – Systematic Review Data and Figures

description: "Data and supporting material for the systematic review titled 'Perforated Meckel’s Diverticulum in Neonates: A Comprehensive Literature Review' submitted to Cureus."
DOI: 10.5281/zenodo.17088610
title: Perforated Meckel's Diverticulum in Neonates – Systematic Review Data and Figures

description: "Data and supporting material for the systematic review titled 'Perforated Meckel’s Diverticulum in Neonates: A Comprehensive Literature Review' submitted to Cureus."
DOI: 10.15468/dl.ems8ha
title: Occurrence Download

description: A dataset containing 34088635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34088635 records from 2247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046673-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-38225
title: Mission work of James Andews in China, 1927-1937

description: [description english/roman)] Correspondence from and to James Andrews; Assemblies of God foreign missions roll call.
DOI: 10.15468/dl.zxmrz3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Henricus infernalis (Heinrich, 1920)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0392958-210914110416597/datasets/export for details.
DOI: 10.15468/dl.46v29z
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus gifanicus Maassoumi & Podlech"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075139-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-38659
title: Arie Kok and Elsje Kok, China, 1912-1919

description: [description english/roman)] PMU missionaries from Amsterdam; resigned from PMU 1919-05-13 to work for Dutch legation in Peking; maps of Yunnan; correspondence.
DOI: 10.15468/dl.vj8sbn
title: Occurrence Download

description: A dataset containing 1502014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1992-2022"
 ]
}

 The dataset includes 1502014 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103332-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3696t
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Actinidia chinensis Planch."
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335742-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-38247
title: Mission work of James Andews in China, 1927-1937

description: [description english/roman)] Correspondence from and to James Andrews; Assemblies of God foreign missions roll call.
DOI: 10.15468/dl.wz99yv
title: Occurrence Download

description: A dataset containing 1111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonchorhina aurita Tomes, 1863"
 ]
}

 The dataset includes 1111 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066093-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqwr38
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ZAF.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Mollusca"
 ]
}

 The dataset includes 768 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202397-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk6n2z
title: Occurrence Download

description: A dataset containing 2855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.6191431999999963 39.2195752000000013, -76.6191431999999963 39.2226223600000026, -76.6191431999999963 39.2253110300000003, -76.6191431999999963 39.2297921600000024, -76.6191431999999963 39.2321223399999965, -76.6191431999999963 39.2357072300000027, -76.6191431999999963 39.2403675999999990, -76.6146538999999933 39.2403675999999990, -76.6117807499999941 39.2403675999999990, -76.6076505900000058 39.2403675999999990, -76.6054957300000012 39.2403675999999990, -76.6011859999999984 39.2403675999999990, -76.6011859999999984 39.2357072300000027, -76.6011859999999984 39.2310468700000001, -76.6011859999999984 39.2272827299999989, -76.6011859999999984 39.2244148099999990, -76.6011859999999984 39.2222638699999990, -76.6011859999999984 39.2195752000000013, -76.6058548700000017 39.2195752000000013, -76.6081893100000002 39.2195752000000013, -76.6121398899999946 39.2195752000000013, -76.6141151799999989 39.2195752000000013, -76.6191431999999963 39.2195752000000013))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 2855 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103325-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-38728
title: Arie Kok and Elsje Kok, China, 1912-1919

description: [description english/roman)] PMU missionaries from Amsterdam; resigned from PMU 1919-05-13 to work for Dutch legation in Peking; maps of Yunnan; correspondence.
DOI: 10.15468/dl.bscvyz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rasbora bunguranensis Brittan, 1951"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335760-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmeuj2
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pedicularis laxiflora Franch."
 ]
}

 The dataset includes 19 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066115-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-38677
title: Arie Kok and Elsje Kok, China, 1912-1919

description: [description english/roman)] PMU missionaries from Amsterdam; resigned from PMU 1919-05-13 to work for Dutch legation in Peking; maps of Yunnan; correspondence.
DOI: 10.15468/dl.9p6vw8
title: Occurrence Download

description: A dataset containing 622922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus spinosa L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 622922 records from 824 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0360640-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mtch2
title: Occurrence Download

description: A dataset containing 1022 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "GadmGid is USA.43_1",
 "GadmGid is USA.34_1",
 "GadmGid is USA.41_1",
 "GadmGid is USA.11_1"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trillium catesbaei Elliott"
 ]
}

 The dataset includes 1022 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146745-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdaa29
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pedicularis latibracteata T.Yamaz."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066111-230530130749713/datasets/export for details.
DOI: 10.25549/pcra-c14-37949
title: Minute book no. 1, PMU, 1909-1917

description: [description english/roman)] Pentecostal Missionary Union [PMU] minute book No. 1 including 37 pages of subject index; 519 pages of council meeting minutes.
DOI: 10.15468/dl.3jyeza
title: Occurrence Download

description: A dataset containing 6463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa hybrida Gaudin, Poa arctica R.Br., Poa cenisia All.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 6463 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249669-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96x32e
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-60.64723 -28.25579,-24.35277 -28.25579,-24.35277 -13.74421,-60.64723 -13.74421,-60.64723 -28.25579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hoffmannseggella cinnabarina (Bateman ex Lindl.) H.G.Jones"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187181-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cysrw8
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria isoetiformis J.G.Sm."
 ]
}

 The dataset includes 470 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108722-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-37821
title: Minute book no. 1, PMU, 1909-1917

description: [description english/roman)] Pentecostal Missionary Union [PMU] minute book No. 1 including 37 pages of subject index; 519 pages of council meeting minutes.
DOI: 10.15468/dl.vp96cp
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudochromis alticaudex Gill, 2004"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067778-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-37809
title: Minute book no. 1, PMU, 1909-1917

description: [description english/roman)] Pentecostal Missionary Union [PMU] minute book No. 1 including 37 pages of subject index; 519 pages of council meeting minutes.
DOI: 10.15468/dl.qahxtq
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "GadmGid is USA.43_1",
 "GadmGid is USA.34_1",
 "GadmGid is USA.41_1",
 "GadmGid is GEO"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Uvularia grandiflora Sm."
 ]
}

 The dataset includes 266 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146733-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.