cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hp8c4p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laevichlamys superficialis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058750-250827131500795/datasets/export for details.
DOI: 10.15468/dl.t7ahh7
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptolestes pusilloides",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058751-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cmmvp
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058752-250827131500795/datasets/export for details.
DOI: 10.15468/dl.zz9ppr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Viteus vitifoliae, Daktulosphaira vitifoliae)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058753-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30119653
title: data.zip

description: The raw and processed data of NetBalance project
DOI: 10.6084/m9.figshare.30119653.v1
title: data.zip

description: The raw and processed data of NetBalance project
DOI: 10.34740/kaggle/dsv/13046202
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.qkp7d9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Dorypteryx domestica"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058755-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czsmqp
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos major",
 "BasisOfRecord is Specimen",
 "Country is one of (China)",
 "DecimalLongitude is greater than 126",
 "DecimalLatitude is less than 49.5"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058757-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99bc36
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos major",
 "BasisOfRecord is Specimen",
 "Country is one of (Russian Federation)",
 "DecimalLongitude is greater than 136",
 "DecimalLatitude is less than 54"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058758-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4jku3
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos major",
 "BasisOfRecord is Specimen",
 "Country is one of (Japan, Korea, Republic of, Korea (Democratic People’s Republic of))"
 ]
}

 The dataset includes 274 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058756-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4fk9f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Eriosoma lanigerum"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058760-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jgs9e
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leopecten diegensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058761-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgtkf7
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058762-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udn7ys
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Hong Kong, Macao)",
 "TaxonKey is Cupressaceae",
 "Year 1950-2025"
 ]
}

 The dataset includes 97 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058763-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8z2we
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leopecten sericeus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058765-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2vgk6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptolestes pusillus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058767-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6urb9m
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptolestes pusillus",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058768-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubw8jh
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptolestes pusillus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058769-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb3xuw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Lasioderma serricorne"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058771-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzjps9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Garella musculana"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058770-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17112580
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.wpfhkw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leopecten stillmani",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058772-250827131500795/datasets/export for details.
DOI: 10.15468/dl.8nuzw7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058774-250827131500795/datasets/export for details.
DOI: 10.15468/dl.b2hmyq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Omonadus floralis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058773-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ewmku
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058775-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kjkwf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058776-250827131500795/datasets/export for details.
DOI: 10.15468/dl.xxqyhr
title: Occurrence Download

description: A dataset containing 438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptopecten latiauratus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 438 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058778-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55r69e
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptolestes pusillus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058779-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.278fmq
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptolestes pusillus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058780-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erbu7k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptolestes pusillus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058781-250827131500795/datasets/export for details.
DOI: 10.15468/dl.njxyjx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Orientus ishidae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058782-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17112615
title: From Snapshots to Standards: Measuring AI Visibility with the AIVO Standard™ and PSOS™ Auditing

description: From Snapshots to Standards: Measuring AI Visibility with the AIVO Standard™ and PSOS™ Auditing addresses the emerging challenge of measuring brand presence in AI assistants such as ChatGPT, Gemini, Claude, and Perplexity.

Current visibility tools (e.g., Profound, Evertune, PEEC AI, Semrush, AthenaHQ) rely largely on snapshots — one-off screenshots or share-of-voice counts — which provide directional signals but lack reproducibility, sustainability, and audit integrity. This white paper introduces the AIVO Standard™, a proposed framework for AI Visibility Optimization (AIVO), and its associated Prompt-Space Occupancy Score (PSOS™) auditing system.

PSOS provides a structured, repeatable methodology:





systematic prompt set design across awareness, consideration, and decision stages;




multi-LLM execution with time-stamping, hashing, and optional notarization;




top-tier scoring rules with sentiment filters;




reproducible benchmarks suitable for governance and competitive comparison.



The paper contrasts snapshot and PSOS approaches using stylized case studies in banking, SaaS, and consumer goods. Appendices include a sample dataset, workflow notes, cost estimates, an output record example, and discussion of limitations (e.g., prompt bias, model drift, resource intensity).

The contribution is twofold:





To demonstrate why snapshots are insufficient for governance, investment, or strategy.




To propose PSOS as a repeatable, audit-grade benchmark that could form the basis of future standardization efforts (e.g., ISO, CEN, IEEE).



This work will be of interest to scholars, practitioners, and policymakers in AI governance, marketing analytics, and information retrieval.
DOI: 10.5281/zenodo.17112616
title: From Snapshots to Standards: Measuring AI Visibility with the AIVO Standard™ and PSOS™ Auditing

description: From Snapshots to Standards: Measuring AI Visibility with the AIVO Standard™ and PSOS™ Auditing addresses the emerging challenge of measuring brand presence in AI assistants such as ChatGPT, Gemini, Claude, and Perplexity.

Current visibility tools (e.g., Profound, Evertune, PEEC AI, Semrush, AthenaHQ) rely largely on snapshots — one-off screenshots or share-of-voice counts — which provide directional signals but lack reproducibility, sustainability, and audit integrity. This white paper introduces the AIVO Standard™, a proposed framework for AI Visibility Optimization (AIVO), and its associated Prompt-Space Occupancy Score (PSOS™) auditing system.

PSOS provides a structured, repeatable methodology:





systematic prompt set design across awareness, consideration, and decision stages;




multi-LLM execution with time-stamping, hashing, and optional notarization;




top-tier scoring rules with sentiment filters;




reproducible benchmarks suitable for governance and competitive comparison.



The paper contrasts snapshot and PSOS approaches using stylized case studies in banking, SaaS, and consumer goods. Appendices include a sample dataset, workflow notes, cost estimates, an output record example, and discussion of limitations (e.g., prompt bias, model drift, resource intensity).

The contribution is twofold:





To demonstrate why snapshots are insufficient for governance, investment, or strategy.




To propose PSOS as a repeatable, audit-grade benchmark that could form the basis of future standardization efforts (e.g., ISO, CEN, IEEE).



This work will be of interest to scholars, practitioners, and policymakers in AI governance, marketing analytics, and information retrieval.
DOI: 10.15468/dl.p9wqgt
title: Occurrence Download

description: A dataset containing 85695 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puccinellia distans"
 ]
}

 The dataset includes 85695 records from 658 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058574-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rya2ar
title: Occurrence Download

description: A dataset containing 204688 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypripedium"
 ]
}

 The dataset includes 204688 records from 819 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058633-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmr4r2
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zeylanidium barberi (Willis) C.Cusset"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036371-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cyyhe
title: Occurrence Download

description: A dataset containing 3569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.22844 37.19879,-3.22737 37.16094,-3.16772 37.16162,-3.16793 37.19913,-3.22844 37.19879))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3569 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222875-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sng94d
title: Occurrence Download

description: A dataset containing 2103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anser anser (Linnaeus, 1758)"
 ]
}

 The dataset includes 2103 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002369-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prhsv3
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Triturus vulgaris (Linnaeus, 1758)"
 ]
}

 The dataset includes 155 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224613-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw92fj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ignavibacteria",
 "HasCoordinate is true",
 "Country is one of (Estonia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222866-210914110416597/datasets/export for details.