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

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa frigida, Poa hosteana, Poa insularis, Poa intermedia, Poa macedonica, Poa macedonica uharov, Poa macedonica achtarovii, Poa macedonica nana, Poa macedonica pseudovivipara, Poa macedonica tenuifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043938-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9r7wg
title: Occurrence Download

description: A dataset containing 2002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paulownia tomentosa",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2002 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043939-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16945295
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: 10.15468/dl.kzxnr7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043940-250811113504898/datasets/export for details.
DOI: 10.15468/dl.tvrr8g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schizopygopsis kialingensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043941-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gcf46
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paulownia tomentosa",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043942-250811113504898/datasets/export for details.
DOI: 10.15468/dl.kv3s85
title: Occurrence Download

description: A dataset containing 14682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paulownia tomentosa",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14682 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043943-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2khdsz
title: Occurrence Download

description: A dataset listing the 107 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is one of (USA.5.56_1, USA.5.19_1)",
 "TaxonKey is Trichoptera"
 ]
}

 The dataset's 107 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043922-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7sks7
title: Occurrence Download

description: A dataset listing the 89 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is one of (USA.5.56_1, USA.5.19_1)",
 "TaxonKey is Odonata"
 ]
}

 The dataset's 89 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043923-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdtnr8
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is one of (USA.5.56_1, USA.5.19_1)",
 "TaxonKey is Megaloptera"
 ]
}

 The dataset's 8 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043925-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmbf26
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa nuriensis, Poa olympica, Poa parnassica, Poa pratensis angustifolia, Poa pratensis capillifolia, Poa pratensis glauca, Poa pratensis glaucescens, Poa pratensis latisquamea, Poa pratensis longiligulata, Poa pratensis anceps)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043944-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3utum
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paulownia tomentosa",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043945-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcmzrk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043946-250811113504898/datasets/export for details.
DOI: 10.15468/dl.hd4e2u
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043948-250811113504898/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.28768304
title: IC scores and IC loadings extracted from the MARHYS database 4.0

description: These data are the result of ICA (IC scores and IC loadings) on the MARHYS database 4.0, the hydrothermal fluid chemistry database. ICA was performed on three subsets which are the dataset “major” (K, Ca, Cl, Fe, Mn, Si, Li, and H2S), the dataset “gas” (CO2, CH4, H2, H2S, and Cl), and the dataset “REE” (La, Ce, Nd, Sm, Eu, Gd, Dy, Er, and Yb).
DOI: 10.6084/m9.figshare.28768304.v1
title: IC scores and IC loadings extracted from the MARHYS database 4.0

description: These data are the result of ICA (IC scores and IC loadings) on the MARHYS database 4.0, the hydrothermal fluid chemistry database. ICA was performed on three subsets which are the dataset “major” (K, Ca, Cl, Fe, Mn, Si, Li, and H2S), the dataset “gas” (CO2, CH4, H2, H2S, and Cl), and the dataset “REE” (La, Ce, Nd, Sm, Eu, Gd, Dy, Er, and Yb).
DOI: 10.15468/dl.6bra78
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichomycterus caudofasciatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 117 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043949-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb8dkt
title: Occurrence Download

description: A dataset containing 1183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paulownia tomentosa",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1183 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043947-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hrwes
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043951-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rkpja
title: Occurrence Download

description: A dataset containing 14320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa supina, Ochlopoa bifida, Ochlopoa rivulorum, Ochlopoa supina, Ochlopoa ustulata, Poa annua alpigena, Poa annua macranthera, Poa annua pygmaea, Poa annua exigua, Poa annua supina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 14320 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043950-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16945330
title: Childhood roles, Adaptive Capacity, and Suicide Risk in Adults from Alcohol-Affected Families: raw database as part of the supplementary material

description: Childhood roles, Adaptive Capacity, and Suicide Risk in Adults from Alcohol-Affected Families: raw database as part of the supplementary material
DOI: 10.5281/zenodo.16945331
title: Childhood roles, Adaptive Capacity, and Suicide Risk in Adults from Alcohol-Affected Families: raw database as part of the supplementary material

description: Childhood roles, Adaptive Capacity, and Suicide Risk in Adults from Alcohol-Affected Families: raw database as part of the supplementary material
DOI: 10.15468/dl.8phh2v
title: Occurrence Download

description: A dataset containing 711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Andropogon bicornis"
 ]
}

 The dataset includes 711 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043952-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uppt2k
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043953-250811113504898/datasets/export for details.
DOI: 10.15468/dl.mefxcw
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paulownia tomentosa",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 409 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043955-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7hdtr
title: Occurrence Download

description: A dataset containing 2718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paulownia tomentosa",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2718 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043954-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvktnc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macrognathus pentophthalmos)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043956-250811113504898/datasets/export for details.
DOI: 10.15468/dl.qnmdup
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa annua supina, Poa annua supina, Poa annua varia, Poa annua varia, Poa annua exigua, Poa annua rivulorum, Poa annua supina, Poa annua supina, Poa annua supina, Poa annua supina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 79 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043957-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdqner
title: Occurrence Download

description: A dataset containing 2302 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ENGIE | Flora's Rescue Program – Assú Sol Photovoltaic Complex, Rio Grande do Norte - Brazil"
 ]
}

 The dataset includes 2302 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043958-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fkryf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043960-250811113504898/datasets/export for details.
DOI: 10.15468/dl.sc4t58
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paulownia tomentosa",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043959-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hk4se
title: Occurrence Download

description: A dataset containing 13477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paulownia tomentosa",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13477 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043961-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kn8xr9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa annua varia, Poa bifida, Poa duriuscula, Poa duriuscula, Poa exigua, Poa exigua, Poa foucaudii, Poa rivulorum, Poa supina alpigena, Poa supina exigua)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043963-250811113504898/datasets/export for details.
DOI: 10.15468/dl.z3832a
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cheirocerus eques)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 47 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043962-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71929/2584368
title: LCLS RF Station Phase Anomaly Candidate Dataset

description: A public anomaly detection dataset constructed from RF station faults for phase at SLAC's LCLS (Linac Coherent Light Source). We have compiled a dataset of the RF station diagnostic phase data and the beam-position monitor (BPM) signals, alongside the hand labels, for a labeled study period. The dataset consists of two HDF5 files (one for train and one for test) containing the raw data, two CSV files containing information about the candidates. The CSV file for the test dataset also contains the label.
DOI: 10.15468/dl.72w88u
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043964-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16930263
title: Data files for preHGT pipeline

description: Data files necessary to run preHGT, a pipeline that quickly pre-screens genomes across the tree of life for horizontal gene transfer (HGT).

The preHGT pipeline wraps existing parametric and implicit phylogenetic methods for HGT detection and reports multiple metrics about input genome contamination. It quickly produces a "good-enough" candidate list of genes that researchers can further investigate with more stringent HGT detection methods, different data modalities, or wet lab experimentation.For more details, please see this pub. Source code is available in this GitHub repo.
DOI: 10.5281/zenodo.16930264
title: Data files for preHGT pipeline

description: Data files necessary to run preHGT, a pipeline that quickly pre-screens genomes across the tree of life for horizontal gene transfer (HGT).

The preHGT pipeline wraps existing parametric and implicit phylogenetic methods for HGT detection and reports multiple metrics about input genome contamination. It quickly produces a "good-enough" candidate list of genes that researchers can further investigate with more stringent HGT detection methods, different data modalities, or wet lab experimentation.For more details, please see this pub. Source code is available in this GitHub repo.
DOI: 10.5281/zenodo.10406100
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Patrick W. Sweeney, https://orcid.org/0000-0003-1239-189X. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.16945338
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Patrick W. Sweeney, https://orcid.org/0000-0003-1239-189X. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.7910/dvn/ouiluz
title: ASI data (panel level) (common factory-ID) for year 2001-2002

description: Annual survey of industries (panel level) (common factory-ID), India. Contains detail-level data; also contains text files with data dictionaries and other technical documentation.