cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7v7r27
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allanblackia floribunda Oliv.",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 227 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138146-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxu7pc
title: Occurrence Download

description: A dataset containing 293282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2022-11-11",
 "EventDate is less than or equal to 2022-12-11",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 293282 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240043-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ks36v
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guatteria inundata Mart."
 ]
}

 The dataset includes 588 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135207-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uvft3
title: Occurrence Download

description: A dataset containing 49746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippuris vulgaris L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49746 records from 420 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262410-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d7c4c
title: Occurrence Download

description: A dataset containing 27770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus palustris L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27770 records from 313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263284-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7enn6t
title: Occurrence Download

description: A dataset containing 37235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus fullonum Thore",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 37235 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259393-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nn62w
title: Occurrence Download

description: A dataset containing 2372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta planiflora Ten.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2372 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259147-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pfsxr
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia insipida Vill.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 114 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288143-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7qrdd
title: Occurrence Download

description: A dataset containing 71123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepidium didymum L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71123 records from 792 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083329-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17304484
title: India 2050 — Global Commons Architecture: An Ethical, Institutional, and Policy Framework for Planetary Governance

description: Title

 

India 2050 — Global Commons Architecture: An Ethical, Institutional, and Policy Framework for Planetary Governance

 

 

---

 

Description (Abstract & Keywords included)

 

This publication, India 2050 — Global Commons Architecture (International Horizon Edition), presents a visionary yet technically grounded framework for reimagining global governance through ethics, technology, and cooperative diplomacy. Anchored in the values of Vasudhaiva Kutumbakam (“the world is one family”), the framework integrates space-based climate monitoring, AI-driven diplomacy, cultural-tech fusion, sustainable water-energy governance, and ethical legal architectures into a unified system for the year 2050.

 

Drawing on international standards including the UN Sustainable Development Goals (SDGs), the Paris Agreement, the OECD AI Governance Framework, World Bank Digital Public Infrastructure Principles, and UNESCO Open Science Recommendations, this work outlines practical pathways for institutional interoperability, financing models, capacity building, and risk governance.

 

Through a multi-phase roadmap (2025–2050), India 2050 envisions measurable outcomes: accelerated disaster-response, quantum-secure diplomacy, cultural preservation at planetary scale, inclusive digital ethics, and mobilization of over USD 100 billion in sustainability finance.

 

The document is structured as a living blueprint—serving academics, policymakers, multilateral institutions, and global citizens. It advances a new paradigm where data becomes dialogue, intelligence becomes empathy, and progress becomes peace.

 

Keywords: India 2050, Global Commons, Governance, AI Ethics, Climate Security, Quantum Diplomacy, Cultural-Tech, Sustainable Development, International Policy, Ethical Frameworks, Vasudhaiva Kutumbakam

 

 

---

 

Authors

 

Bidyut Mazumdar

Independent Research Scholar, Global Policy & Innovation Studies

 

Research Focus Areas: Global Commons Governance & Digital Ethics; AI for Sustainable Development; Quantum Diplomacy & Space Policy; Cultural-Technology Integration.

 

Affiliation: Independent Scholar (Non-Institutional, Open Knowledge Contribution)

 

ORCID: https://orcid.org/0009-0007-5615-3558

 

Repository: Zenodo Research Archive (Bidyut Mazumdar, 2025)
DOI: 10.5281/zenodo.17304485
title: India 2050 — Global Commons Architecture: An Ethical, Institutional, and Policy Framework for Planetary Governance

description: Title

 

India 2050 — Global Commons Architecture: An Ethical, Institutional, and Policy Framework for Planetary Governance

 

 

---

 

Description (Abstract & Keywords included)

 

This publication, India 2050 — Global Commons Architecture (International Horizon Edition), presents a visionary yet technically grounded framework for reimagining global governance through ethics, technology, and cooperative diplomacy. Anchored in the values of Vasudhaiva Kutumbakam (“the world is one family”), the framework integrates space-based climate monitoring, AI-driven diplomacy, cultural-tech fusion, sustainable water-energy governance, and ethical legal architectures into a unified system for the year 2050.

 

Drawing on international standards including the UN Sustainable Development Goals (SDGs), the Paris Agreement, the OECD AI Governance Framework, World Bank Digital Public Infrastructure Principles, and UNESCO Open Science Recommendations, this work outlines practical pathways for institutional interoperability, financing models, capacity building, and risk governance.

 

Through a multi-phase roadmap (2025–2050), India 2050 envisions measurable outcomes: accelerated disaster-response, quantum-secure diplomacy, cultural preservation at planetary scale, inclusive digital ethics, and mobilization of over USD 100 billion in sustainability finance.

 

The document is structured as a living blueprint—serving academics, policymakers, multilateral institutions, and global citizens. It advances a new paradigm where data becomes dialogue, intelligence becomes empathy, and progress becomes peace.

 

Keywords: India 2050, Global Commons, Governance, AI Ethics, Climate Security, Quantum Diplomacy, Cultural-Tech, Sustainable Development, International Policy, Ethical Frameworks, Vasudhaiva Kutumbakam

 

 

---

 

Authors

 

Bidyut Mazumdar

Independent Research Scholar, Global Policy & Innovation Studies

 

Research Focus Areas: Global Commons Governance & Digital Ethics; AI for Sustainable Development; Quantum Diplomacy & Space Policy; Cultural-Technology Integration.

 

Affiliation: Independent Scholar (Non-Institutional, Open Knowledge Contribution)

 

ORCID: https://orcid.org/0009-0007-5615-3558

 

Repository: Zenodo Research Archive (Bidyut Mazumdar, 2025)
DOI: 10.13140/rg.2.1.1202.4729
title: Dövlət Maliyyəsi
DOI: 10.15468/wtjkzk
title: Banco de Germoplasma del Instituto de Investigación en Cambio Global de la Universidad Rey Juan Carlos

description: El Banco de Germoplasma de la URJC se fundó en 2008 y actualmente consta de 560 accesiones y 222 especies. Está basado en la conservación de comunidades de plantas silvestres. El objetivo del banco es conservar ex situ una muestra representativa de toda la biodiversidad vegetal característica de un hábitat, haciendo énfasis en aquellos ecosistemas definidos como prioritarios por la Directiva de Hábitats. Además, se utiliza para almacenar material con fines investigadores y docentes. Está compuesto por dos subcolecciones típicas del centro peninsular: alta montaña (pastos psicroxerófilos) y semiárida (estepas gipsófilas), una subcolección representativa del género Lupinus y otra del género Cheirolophus procedente del archipiélago Canario. Todas las accesiones se conservan en tarros herméticos rellenos de silicagel guardados en congelador a -18ºC.

The Germplasm Bank of the URJC was created in 2008 and presently withholds 560 accessions and 202 species. It is based on the conservation of wild-plant communities. The aim of this bank is to conserve ex situ a representative sample of the plant biodiversity present in a habitat, putting an emphasis on those ecosystems identified as prioritary by the Habitats Directive. Moreover, it is used to store plant material for research and teaching purposes. It consists of two subcollections corresponding to habitats typical of the center of the Iberian peninsula: high mountain (psicroxerophylous pastures) and semi-arid (gypsophylic steppes), a representative subcollection of genus Lupinus and other of genus Cheirolophus from Canary Islands. All accesions are stored in the freezer at -18ºC in Kilner jars with silicagel.
DOI: 10.13140/rg.2.1.1825.0641
title: Dovlət Maliyyəsi
DOI: 10.13140/rg.2.1.2218.2804
title: Trans-Anadolu Doğal Gaz Boru Hattı Projesi’nden Ekonomik ve Stratejik Beklentiler Economic and Strategic Expectations of Trans-Anatolian Natural Gas Pipeline Project
DOI: 10.25582/data.2024-04.3084521/2551566
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3084522/2551567
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3084525/2551568
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3084526/2551569
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3084527/2551570
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.3mtx9m
title: Occurrence Download

description: A dataset containing 1504891885 species occurrences available in GBIF matching the query:
{
 "Year" : [
 "2010-2023"
 ]
}

 The dataset includes 1504891885 records from 31738 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287927-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d4dzc
title: Occurrence Download

description: A dataset containing 138420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eleotridae"
 ]
}

 The dataset includes 138420 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0380306-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzuqqb
title: Occurrence Download

description: A dataset containing 2385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neocossyphus poensis (Strickland, 1844))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2385 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301768-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112041713
title: Cuneiform Tablet 1913.14.1721, Spurlock 1913.14.1721

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1721; CDLI P421572 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Moderate Yellowish Pink (5YR 7.5/4) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 3.4 x 2.5 x 1.5 cm (14 g)
DOI: 10.15468/dl.j6phah
title: Occurrence Download

description: A dataset containing 8196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Fossil, Specimen)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bison bison (Linnaeus, 1758)"
 ]
}

 The dataset includes 8196 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268868-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112017491
title: Cuneiform Tablet 1913.14.0227, Spurlock 1913.14.0227

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0227; CDLI P420609 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.6 x 3.3 x 2 cm (29g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.4493xa
title: Occurrence Download

description: A dataset containing 51557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zelkova serrata (Thunb.) Makino",
 "Year is greater than or equal to 1981",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51557 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301779-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tqdgr
title: Occurrence Download

description: A dataset containing 54892 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myiopagis viridicata (Vieillot, 1817)"
 ]
}

 The dataset includes 54892 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0377599-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9adtr
title: Occurrence Download

description: A dataset containing 128081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinguicula vulgaris L."
 ]
}

 The dataset includes 128081 records from 577 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268866-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112017624
title: Cuneiform Tablet 1913.14.0227, Spurlock 1913.14.0227

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0227; CDLI P420609 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.6 x 3.3 x 2 cm (29g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.f88xj7
title: Occurrence Download

description: A dataset containing 1058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera fragrantissima Lindl. & Paxton",
 "Year is greater than or equal to 1981",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1058 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301795-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uppxp3
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aralia regeliana Marchal"
 ]
}

 The dataset includes 84 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0377611-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9swzw
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis bechsteinii (Kuhl, 1817)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2022",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 522 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268878-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rabbkc
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiroptera",
 "Country is Chad"
 ]
}

 The dataset includes 317 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024390-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112017580
title: Cuneiform Tablet 1913.14.0227, Spurlock 1913.14.0227

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0227; CDLI P420609 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.6 x 3.3 x 2 cm (29g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.bn72jg
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caledoniscincus aquilonius Sadlier, Bauer & Colgan, 1999"
 ]
}

 The dataset includes 38 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277793-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqnpf6
title: Occurrence Download

description: A dataset containing 6130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aratinga auricapillus (Kuhl, 1820), Aratinga auricapilla (Kuhl, 1820))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6130 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301809-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112017542
title: Cuneiform Tablet 1913.14.0227, Spurlock 1913.14.0227

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0227; CDLI P420609 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.6 x 3.3 x 2 cm (29g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.b9eafv
title: Occurrence Download

description: A dataset containing 3283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Halyomorpha halys (Stål, 1855)",
 "Year 2021-2021"
 ]
}

 The dataset includes 3283 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268891-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kb45ap
title: Occurrence Download

description: A dataset containing 1039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus caespitosus Nutt."
 ]
}

 The dataset includes 1039 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014379-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112043747
title: Cuneiform Tablet 1913.14.0146, Spurlock 1913.14.0146

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0146; CDLI P420527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/3) ❧ [Physical Object Note:] 8.2x4.9 x 2.5 cm (110g)