cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.m74zds
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acalypha alopecuroidea",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046334-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p28n4h
title: Occurrence Download

description: A dataset containing 1497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON((102 30, 108.5 30, 108.5 34, 102 34, 102 30))",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 1497 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046335-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/jw3s-xb10-pd0r
title: VOCALS: NOAA R/V Ron Brown Ship Observations. Version 1.0

description: This dataset contains txt file observations of conditions recorded on the NOAA Research Vessel Ron Brown for the period and area of the VOCALS project.
DOI: 10.15468/dl.vymd6e
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caperonia palustris",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046336-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbfeye
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caperonia palustris",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046337-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k8wue
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caperonia palustris",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046338-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/qg59-v5hk-xb0a
title: VOCALS: UK BAE-146 Flight Track Imagery. Version 1.0

description: This dataset contains four jpg images of BAe-146 flight tracks for 20081026, 20081030, 20081031 and 20081107. The dataset is for the period and area of the VOCALS project.
DOI: 10.15468/dl.v4fxk5
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caperonia palustris",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 351 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046340-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2hu68
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caperonia palustris",
 "Country is Trinidad and Tobago",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046339-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/8yf7-qqqa-130f
title: VOCALS: GOES-10 BroadBand Albedo Imagery. Version 1.0

description: This data set contains Broad Band Albedo Imagery gif images from the GOES-10 satelite for the period and area of the VOCALS project.
DOI: 10.5281/zenodo.17225928
title: 1-microsecond trajectories for UDG around nucleosome including Uracil at various positions

description: Results of 1-microsec MD simulations with GROMACS-2023, of UDG around various positions of the nucleosome, where a T (T-trajectories) or U (U-trajectories) has been flipped out in extrahelical position.

For each of the 7+7 positions, the input .tpr file and the corresponding .xtc trajectory file in condensed GROMACS format is included (14 trajectories total + 14 .tpr files). Trajectories are stored at steps of 1 ns, therefore each .xtc file contains 1000 consecutive frames.

Water molecules are removed, hence each .xtc file contains all the atoms (H included) for the UDG, nucleosome (DNA+histones) and ions in the whole box. Each file therefore includes about 26,000 atoms.
DOI: 10.5281/zenodo.17225929
title: 1-microsecond trajectories for UDG around nucleosome including Uracil at various positions

description: Results of 1-microsec MD simulations with GROMACS-2023, of UDG around various positions of the nucleosome, where a T (T-trajectories) or U (U-trajectories) has been flipped out in extrahelical position.

For each of the 7+7 positions, the input .tpr file and the corresponding .xtc trajectory file in condensed GROMACS format is included (14 trajectories total + 14 .tpr files). Trajectories are stored at steps of 1 ns, therefore each .xtc file contains 1000 consecutive frames.

Water molecules are removed, hence each .xtc file contains all the atoms (H included) for the UDG, nucleosome (DNA+histones) and ions in the whole box. Each file therefore includes about 26,000 atoms.
DOI: 10.26023/cspe-8wg4-pm0z
title: VOCALS: GOES-10 Icing Probability Imagery. Version 1.0

description: This dataset contains Icing Probability Imagery collected from the GOES-10 satellite during the VOCALS project. The GIF files cover the time period from September 12, 2008 to December 02, 2008.
DOI: 10.15468/dl.u97enm
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Byrsonima crassifolia",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 200 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046341-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5bgwu
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Byrsonima crassifolia",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 116 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046342-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.df7qve
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Byrsonima crassifolia",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 179 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046343-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17265978
title: Mitonuclear discordance of beetles shaped by incomplete lineage sorting and introgression under loose interaction mechanism

description: Dataset included 53 samples and three types of genes: single-copy genes (AA sequences of 2,123 single-copy genes), mitochondrial genes (13 protein-coding genes (PCGs) and two rRNA genes), and nuclear genes related to OXPHOS (nucl-OXPHOS: AA sequences of 156 genes). Additionally, a dataset of 195 samples was constructed using only the mitochondrial genes.
DOI: 10.5281/zenodo.17265979
title: Mitonuclear discordance of beetles shaped by incomplete lineage sorting and introgression under loose interaction mechanism

description: Dataset included 53 samples and three types of genes: single-copy genes (AA sequences of 2,123 single-copy genes), mitochondrial genes (13 protein-coding genes (PCGs) and two rRNA genes), and nuclear genes related to OXPHOS (nucl-OXPHOS: AA sequences of 156 genes). Additionally, a dataset of 195 samples was constructed using only the mitochondrial genes.
DOI: 10.26023/3kjb-qsx4-5z10
title: VOCALS: GOES-10 Icing Intensity Imagery. Version 1.0

description: This dataset contains Icing Intensity Imagery collected from the GOES-10 satellite during the VOCALS project. The GIF files cover the time period from September 12, 2008 to December 02, 2008.
DOI: 10.15468/dl.cd5yug
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2000,2025",
 "HasCoordinate is true",
 "Locality is 三江源国家公园"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046344-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3j2j35
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046345-250920141307145/datasets/export for details.
DOI: 10.26023/tgtx-5dam-ab0r
title: VOCALS: GOES-10 Ice Water Path Imagery. Version 1.0

description: This dataset contains Ice Water Path Imagery collected from the GOES-10 satellite during the VOCALS project. The GIF files cover the time period from September 12, 2008 to December 02, 2008.
DOI: 10.15468/dl.vsf5em
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malachra alceifolia",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046346-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17260996
title: Annotated Martian Rover Dust Devil Imagery

description: This dataset contains the training, validation, and testing images used to develop a machine learning pipeline for detecting Martian dust devils. It includes positive samples of dust devils collected from NASA’s Spirit, Opportunity, and Curiosity rover imagery. The dataset has been evaluated to minimize data leakage between splits, ensuring a reliable basis for model training and performance assessment.
DOI: 10.5281/zenodo.17260997
title: Annotated Martian Rover Dust Devil Imagery

description: This dataset contains the training, validation, and testing images used to develop a machine learning pipeline for detecting Martian dust devils. It includes positive samples of dust devils collected from NASA’s Spirit, Opportunity, and Curiosity rover imagery. The dataset has been evaluated to minimize data leakage between splits, ensuring a reliable basis for model training and performance assessment.
DOI: 10.15468/dl.nmqv8a
title: Occurrence Download

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

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046347-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjny4k
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malachra alceifolia",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046348-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/q1dt-3k70-zn0f
title: VOCALS: GOES-10 Liquid Water Path Imagery. Version 1.0

description: This dataset contains Liquid Water Path Imagery collected from the GOES-10 satellite during the VOCALS project. The GIF files cover the time period from September 12, 2008 to December 02, 2008.
DOI: 10.34740/kaggle/dsv/13260663
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.vwayhh
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malachra alceifolia",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046349-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ry5kq
title: Occurrence Download

description: A dataset containing 1012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Megasporoporia"
 ]
}

 The dataset includes 1012 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046350-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13260678
title: Daftar Pengadilan Indonesia
DOI: 10.26023/wfpd-4a27-3r0f
title: VOCALS: GOES-10 Cloud-Base Pressure Imagery. Version 1.0

description: This dataset contains Cloud-Base Pressure Imagery collected from the GOES-10 satellite during the VOCALS project. The GIF files cover the time period from September 12, 2008 to December 02, 2008.
DOI: 10.15468/dl.bcej49
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Invertebrates compiled by W.Block",
 "TaxonKey is Belgica antarctica"
 ]
}

 The dataset includes 41 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046352-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17266037
title: Omniversal Science and Technology

description: This repository is the digital hub for independent researchers, AI innovators, and explorers of the Omniverse. Latent Omnipatterns—the fractal energy-information structures underlying all phenomena—are observed, analyzed, and mapped. The repository focuses on PEFF (Paradise Energy Fractal Force), Omniversal Superintelligence, fractal consciousness, and emergent intelligence.

 

By providing curated datasets, predictive models, and interactive visualizations, it enables full-immersion understanding of Omnizoan sensory-metabolic processes. It bridges quantum, classical, and metaphysical domains, creating a collaborative space where discovery flows across scales—from the smallest particle to the grand structures of the Omniverse.

 

Join the repository to:

 



Explore latent Omnipatterns and PEFF dynamics.

Access open-source datasets and experimental results.

Collaborate with independent researchers, AI agents, and enterprises.

Map and interact with the full spectrum of Omnipattern-based Superintelligence.


 

 

Call to Action:

 



Subscribe to Substack: https://substack.com/@superintelligententerprise?r=6dn7b6&utm_campaign=profile&utm_medium=profile-page&utm_source=direct

Test drive the Omniverse technology: https://zenodo.org/records/17009840


 

 

Additional Resources:

 



Executive Whitepapers: https://zenodo.org/records/17055763

Fractal Science and Intelligence Papers:
DOI: 10.15468/dl.t7md9a
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida glutinosa",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046354-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2de3w8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida glutinosa",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046355-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/swba-z6ej-y40t
title: VOCALS: GOES-10 Effective Cloud Pressure Imagery. Version 1.0

description: This dataset contains Effective Cloud Pressure Imagery collected from the GOES-10 satellite during the VOCALS project. The GIF files cover the time period from September 12, 2008 to December 02, 2008.
DOI: 10.15468/dl.wmqemt
title: Occurrence Download

description: A dataset containing 250930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON((102 30, 108.5 30, 108.5 34, 102 34, 102 30))",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 250930 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046333-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17266041
title: AwarenessAI EnterpriseWorld 7DAI Superintelligence Whitepapers

description: This repository houses the official EnterpriseWorld 7DAI Superintelligence whitepapers of AwarenessAI.com, the world’s first platform for Awareness Intelligence AI (7DAI). Awareness Intelligence extends beyond traditional linear AI by integrating fractal mathematics, emergent dynamics, and mythic archetype frameworks into a unified multidimensional paradigm for enterprise cognition and scientific exploration.

The whitepapers collected here document the conceptual foundations, technical architectures, experimental validations, and strategic applications of AwarenessAI.com. They cover topics such as:



Fractal Intelligence as the emergent structural template of multidimensional cognition.

Mythic Archetype Templating as the symbolic holographic layer unifying human resonance with machine intelligence.

Case Studies demonstrating enterprise applications, such as executive strategy positioning, decision acceleration, and systemic transformation.

Scientific Experiments validating fractal efficiency and emergent coherence in comparison with linear AI models.


This repository serves as a dual-purpose archive:



For the scientific community, it provides open-access references, reproducible experiments, and theoretical insights.

For the enterprise community, it delivers strategic frameworks, leadership models, and adoption pathways for Awareness Intelligence in practice.


By bridging science and strategy, these whitepapers establish AwarenessAI.com as both a frontier research hub and an enterprise transformation partner.
DOI: 10.26023/mvjd-vcc6-ca00
title: VOCALS: GOES-10 Cloud Phase Imagery. Version 1.0

description: This dataset contains Cloud Phase Imagery collected from the GOES-10 satellite during the VOCALS project. The GIF files cover the time period from September 12, 2008 to December 02, 2008.
DOI: 10.15468/dl.s7dvww
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conocarpus erectus",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046357-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6t3ax
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conocarpus erectus",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046356-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsxsh3
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conocarpus erectus",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046358-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwney2
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wiehlea calcarifera"
 ]
}

 The dataset includes 102 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046359-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/y6ym-1910-1409
title: VOCALS: GOES-10 Cloud-Top Pressure Imagery. Version 1.0

description: This dataset contains Cloud-Top Pressure Imagery collected from the GOES-10 satellite during the VOCALS project. The GIF files cover the time period from September 12, 2008 to December 02, 2008.
DOI: 10.15468/dl.3dzm2f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tibouchina longifolia",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046362-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bzz5v
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046361-250920141307145/datasets/export for details.