cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25318/1010016301-fra
title: Classification canadienne des fonctions des administrations publiques (CCFAP) pour les municipalités individuelles et autres administrations publiques locales, inactif

description: Cette table contient la classification canadienne des fonctions des administrations publiques (CCFAP) pour les municipalités individuelles et autres administrations publiques locales (dollars x 1 000).
DOI: 10.15468/dl.yx5zn8
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lysimachia barystachys Bunge)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 393 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036376-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52ky5e
title: Occurrence Download

description: A dataset containing 12154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lysimachia ciliata L.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 12154 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036377-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgj2d9
title: Occurrence Download

description: A dataset containing 2537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynomys mexicanus Merriam, 1892"
 ]
}

 The dataset includes 2537 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036378-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mbnyt
title: Occurrence Download

description: A dataset containing 2537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynomys mexicanus Merriam, 1892"
 ]
}

 The dataset includes 2537 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036379-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10246872
title: Supplemental Results for Assembly, Annotation, and Analysis from HiFi reads of Gulf Toadfish Genome and Transcriptome fOpsBet2.1

description: This repository contains gzipped tarballs of the results of the various assembly, annotation, and analysis steps performed during the assembly of the fOpsBet2.1 genome assembly for Opsanus beta at the University of Miami Rosenstiel School of Marine, Atmospheric, and Earth Science for the McDonald Toadfish Lab. These results are too numerous to include as supplemental data for a journal publication and so are available here for review. In this repository you will find results for:
Scripts:
-all bash and LSF scheduler job scripts used as part of the analysis, both exploratory and final. 
QC:
-GenomeScope2 estimation of genome metrics from HiFi Reads
-QUAST genome statistics for each assembly step
-BUSCO completeness assessments for each assembly step 
-inspector logs for polishing of initial assembly
-logs from Kraken2 contaminant screen
Assembly and Scaffolding:
-ntLINKS logs and intermediates for initial scaffolding
-ragtag logs and metrics for super-scaffolding to the ThaAma1.1 T. amazonica reference assembly
-mitoHIFI results for mitogenome assembly from HiFi reads, primary assembly, and purged alternate assembly
Annotation:
-PASA directory with full input and output for SQLite PASA assembly of transcriptome for gene predictors
-Results folder for Funannotate::annotate for gene models, annotations, and CDS/mRNA/protein fastas
-InterProSCan5 results for protein annotation used as input into Funannotate
-ghostKOALA KEGG assignment results for predicted proteins from funannotate results
Repetitive Elements:
-tidk telomere repeat analysis results
-TRAH satellite DNA analysis with subsequent analysis with HiCAT and StainedGlass
-RepeatModeler results for de novo TE prediction
-repclassifier results for TE curation
Comparative Analysis:
-OrthoFinder ortholog search for O. beta to several other vertebrates
-CAFE5 gene family expansion and contraction of Orthogroups from OrthoFinder results
DOI: 10.5281/zenodo.10246873
title: Supplemental Results for Assembly, Annotation, and Analysis from HiFi reads of Gulf Toadfish Genome and Transcriptome fOpsBet2.1

description: This repository contains gzipped tarballs of the results of the various assembly, annotation, and analysis steps performed during the assembly of the fOpsBet2.1 genome assembly for Opsanus beta at the University of Miami Rosenstiel School of Marine, Atmospheric, and Earth Science for the McDonald Toadfish Lab. These results are too numerous to include as supplemental data for a journal publication and so are available here for review. In this repository you will find results for:
Scripts:
-all bash and LSF scheduler job scripts used as part of the analysis, both exploratory and final. 
QC:
-GenomeScope2 estimation of genome metrics from HiFi Reads
-QUAST genome statistics for each assembly step
-BUSCO completeness assessments for each assembly step 
-inspector logs for polishing of initial assembly
-logs from Kraken2 contaminant screen
Assembly and Scaffolding:
-ntLINKS logs and intermediates for initial scaffolding
-ragtag logs and metrics for super-scaffolding to the ThaAma1.1 T. amazonica reference assembly
-mitoHIFI results for mitogenome assembly from HiFi reads, primary assembly, and purged alternate assembly
Annotation:
-PASA directory with full input and output for SQLite PASA assembly of transcriptome for gene predictors
-Results folder for Funannotate::annotate for gene models, annotations, and CDS/mRNA/protein fastas
-InterProSCan5 results for protein annotation used as input into Funannotate
-ghostKOALA KEGG assignment results for predicted proteins from funannotate results
Repetitive Elements:
-tidk telomere repeat analysis results
-TRAH satellite DNA analysis with subsequent analysis with HiCAT and StainedGlass
-RepeatModeler results for de novo TE prediction
-repclassifier results for TE curation
Comparative Analysis:
-OrthoFinder ortholog search for O. beta to several other vertebrates
-CAFE5 gene family expansion and contraction of Orthogroups from OrthoFinder results
DOI: 10.15468/dl.wbwqmy
title: Occurrence Download

description: A dataset containing 7189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lysimachia clethroides Duby)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 7189 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036380-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dhf9j
title: Occurrence Download

description: A dataset containing 28853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lysimachia foemina (Mill.) U.Manns & Anderb.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 28853 records from 681 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036381-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5vnqn
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-15.05357 -1.11270,140.35199 -1.11270,140.35199 61.11270,-15.05357 61.11270,-15.05357 -1.11270))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bubo bengalensis (Franklin, 1831)"
 ]
}

 The dataset includes 232 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019557-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcmczz
title: Occurrence Download

description: A dataset containing 219495 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passerina ciris (Linnaeus, 1758)"
 ]
}

 The dataset includes 219495 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039566-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4w43b6
title: Occurrence Download

description: A dataset containing 177992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-84.63908 30.0347,-83.84807 30.0347,-83.84807 30.71365,-84.63908 30.71365,-84.63908 30.0347))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2018-2018"
 ]
}

 The dataset includes 177992 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334310-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wh3hbx
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheilosia flavipes (Panzer, 1797)"
 ]
}

 The dataset includes 617 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066296-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gkgaw
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha nudicaulis Benth."
 ]
}

 The dataset includes 57 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060828-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ev2ba
title: Occurrence Download

description: A dataset containing 90057 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus impatiens Cresson, 1863"
 ]
}

 The dataset includes 90057 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054352-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkjayt
title: Occurrence Download

description: A dataset containing 243861 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "not" : {
 "PublishingCountry" : [
 "is Norway"
 ]
 }
 },
 "Country is Svalbard and Jan Mayen"
 ]
}

 The dataset includes 243861 records from 503 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066288-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7f7kn
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-111.0616 43.6267,-109.68825 43.6267,-109.68825 44.94526,-111.0616 44.94526,-111.0616 43.6267))",
 "HasCoordinate is true",
 "TaxonKey is Chrysididae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 204 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053322-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9g8dj
title: Occurrence Download

description: A dataset containing 119980 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Vienna, Institute for Botany - Herbarium WU"
 ]
}

 The dataset includes 119980 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066293-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjqwcn
title: Occurrence Download

description: A dataset containing 64002 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platanthera chlorantha (Custer) Rchb."
 ]
}

 The dataset includes 64002 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036531-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c9gxk
title: Occurrence Download

description: A dataset containing 1252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astyanax lacustris (Lütken, 1875)"
 ]
}

 The dataset includes 1252 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066765-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrn5wm
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Franklinia alatamaha W.Bartram ex Marshall"
 ]
}

 The dataset includes 171 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078802-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs95s2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.02429 22.98718,-73.97571 22.98718,-73.97571 35.01282,-104.02429 35.01282,-104.02429 22.98718))",
 "HasCoordinate is true",
 "TaxonKey is Caldisphaera lagunensis Itoh et al., 2003",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066770-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2fg5x
title: Occurrence Download

description: A dataset containing 96483 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Canada",
 {
 "or" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is Marsh Monitoring Program - Birds",
 "DatasetKey is Ontario Breeding Bird Atlas 2001-2005",
 "DatasetKey is Ontario Breeding Bird Atlas 1981-1985"
 ]
 },
 "Geometry POLYGON((-96.67969 41.22494,-72.63281 41.10585,-72.63281 55.57338,-89.73633 56.93539,-95.97656 57.02638,-96.67969 41.22494))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chaetura pelagica (Linnaeus, 1758)"
 ]
}

 The dataset includes 96483 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334312-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a37hth
title: Occurrence Download

description: A dataset containing 1242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendropsophus elegans (Wied-Neuwied, 1824)"
 ]
}

 The dataset includes 1242 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057059-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z7tbk
title: Occurrence Download

description: A dataset containing 2972904 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiroptera"
 ]
}

 The dataset includes 2972904 records from 1146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052781-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17156982
title: Unveiling the Enigma of Soma: A Multidisciplinary Reconstruction of the Vedic Elixir as a Composite Pharmacotechnical Artefact

description: Title

 

Unveiling the Enigma of Soma: A Multidisciplinary Reconstruction of the Vedic Elixir as a Composite Pharmacotechnical Artefact

 

 

---

 

Description

 

This research thesis presents the first integrated, scientifically testable, and policy-protected reconstruction of Soma—the sacred Vedic elixir celebrated in the Rigveda and preserved in the Indo-Iranian Haoma traditions. Drawing upon philology, ethnobotany, molecular biology, phytochemistry, computational pharmacology, archaeology, and heritage science, the work reframes Soma as a ritual-engineered composite pharmacotechnical formulation rather than a single plant species.

 

Key findings demonstrate that Soma was a synergistic admixture of stimulant (Ephedra), visionary enhancers (Cannabis, Peganum harmala), and stabilizing carriers (Sarcostemma), ritualized through pressing, filtration, and mixing with milk and ghee. Experimental archaeology confirms the pharmacological efficacy and urgency of immediate consumption, while archaeochemical evidence from BMAC and Indus Valley sites corroborates the presence of relevant alkaloids.

 

Beyond resolving a millennia-old enigma, this thesis establishes a heritage-science paradigm—integrating empirical pharmacology, cosmological symbolism, and global policy frameworks (Nagoya Protocol, UNESCO Intangible Heritage, WIPO TK protection). Its implications extend to neuroscience, intercultural epistemology, sustainable innovation, and post-human futures of consciousness studies.

 

The research affirms Soma as not only an ancient ritual elixir but a proto-technology of consciousness—a civilizational prototype where science, philosophy, and ritual converge.

 

This work pioneers a universal heritage-science framework, positioning Soma as a model for integrative research, intercultural dialogue, and post-human epistemologies.

 

Author

 

B Mazumdar

Independent Research Scholar

ORCID: 0009-0007-5615-3558

Email: bumbamazumdar2017@gmail.com

 

 

---

 

Affiliation

 

Independent Scholarship Initiative (Global, Non-Institutional)

Advisory inputs acknowledged from scholars in:

 

Vedic Philology

 

Ethnobotany and Pharmacognosy

 

Molecular Biology and Computational Modelling

 

Archaeology and Heritage Science

 

International Law and Policy

 

(Note: This work is conducted as Independent Scholarship, ensuring non-institutional neutrality and recognition of universal intellectual heritage.)

 

 

---

 

Keywords

 

Soma · Rigveda · Haoma · Ethnobotany · Ephedra · Cannabis · Peganum harmala · Sarcostemma · Phytochemistry · DNA Barcoding · Computational Pharmacology · Archaeological Residues · Heritage Science · UNESCO Intangible Heritage · Traditional Knowledge Protection · Nagoya Protocol · AI and Epistemology · Post-Human Futures
DOI: 10.5281/zenodo.17156981
title: Unveiling the Enigma of Soma: A Multidisciplinary Reconstruction of the Vedic Elixir as a Composite Pharmacotechnical Artefact

description: Title

 

Unveiling the Enigma of Soma: A Multidisciplinary Reconstruction of the Vedic Elixir as a Composite Pharmacotechnical Artefact

 

 

---

 

Description

 

This research thesis presents the first integrated, scientifically testable, and policy-protected reconstruction of Soma—the sacred Vedic elixir celebrated in the Rigveda and preserved in the Indo-Iranian Haoma traditions. Drawing upon philology, ethnobotany, molecular biology, phytochemistry, computational pharmacology, archaeology, and heritage science, the work reframes Soma as a ritual-engineered composite pharmacotechnical formulation rather than a single plant species.

 

Key findings demonstrate that Soma was a synergistic admixture of stimulant (Ephedra), visionary enhancers (Cannabis, Peganum harmala), and stabilizing carriers (Sarcostemma), ritualized through pressing, filtration, and mixing with milk and ghee. Experimental archaeology confirms the pharmacological efficacy and urgency of immediate consumption, while archaeochemical evidence from BMAC and Indus Valley sites corroborates the presence of relevant alkaloids.

 

Beyond resolving a millennia-old enigma, this thesis establishes a heritage-science paradigm—integrating empirical pharmacology, cosmological symbolism, and global policy frameworks (Nagoya Protocol, UNESCO Intangible Heritage, WIPO TK protection). Its implications extend to neuroscience, intercultural epistemology, sustainable innovation, and post-human futures of consciousness studies.

 

The research affirms Soma as not only an ancient ritual elixir but a proto-technology of consciousness—a civilizational prototype where science, philosophy, and ritual converge.

 

This work pioneers a universal heritage-science framework, positioning Soma as a model for integrative research, intercultural dialogue, and post-human epistemologies.

 

Author

 

B Mazumdar

Independent Research Scholar

ORCID: 0009-0007-5615-3558

Email: bumbamazumdar2017@gmail.com

 

 

---

 

Affiliation

 

Independent Scholarship Initiative (Global, Non-Institutional)

Advisory inputs acknowledged from scholars in:

 

Vedic Philology

 

Ethnobotany and Pharmacognosy

 

Molecular Biology and Computational Modelling

 

Archaeology and Heritage Science

 

International Law and Policy

 

(Note: This work is conducted as Independent Scholarship, ensuring non-institutional neutrality and recognition of universal intellectual heritage.)

 

 

---

 

Keywords

 

Soma · Rigveda · Haoma · Ethnobotany · Ephedra · Cannabis · Peganum harmala · Sarcostemma · Phytochemistry · DNA Barcoding · Computational Pharmacology · Archaeological Residues · Heritage Science · UNESCO Intangible Heritage · Traditional Knowledge Protection · Nagoya Protocol · AI and Epistemology · Post-Human Futures
DOI: 10.15468/dl.nfkkum
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycium chinense",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 348 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017502-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.