cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17184947
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.ac7ezu
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemophila maculata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008977-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwta9x
title: Occurrence Download

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

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008978-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2au4ap
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemophila maculata",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 69 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008979-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16315620
title: A dataset of acoustics emissions recordings of woodboring insects on wood and cultural objects, context images and remarks.

description: The dataset contains acoustic emission recordings of infested and non-infested wood samples or cultural objects. It includes a detailed contextual description and ambient-noise recordings. All recordings were made using Vallen hardware and software. Derived CSV files, experimental images, and contextual descriptions are included.
DOI: 10.5281/zenodo.16315621
title: A dataset of acoustics emissions recordings of woodboring insects on wood and cultural objects, context images and remarks.

description: The dataset contains acoustic emission recordings of infested and non-infested wood samples or cultural objects. It includes a detailed contextual description and ambient-noise recordings. All recordings were made using Vallen hardware and software. Derived CSV files, experimental images, and contextual descriptions are included.
DOI: 10.15468/dl.vqwr94
title: Occurrence Download

description: A dataset containing 639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Ornitho.eus)",
 "Geometry POLYGON((-3.67246 42.16389,-1.46519 42.16389,-1.46519 43.72285,-3.67246 43.72285,-3.67246 42.16389))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunella collaris"
 ]
}

 The dataset includes 639 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008980-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2xbux
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemophila maculata",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008982-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16895419
title: Waterun social networks

description: Waterun social networks

The WATERUN project maintains active social media channels to communicate progress, share results, and engage with stakeholders. Through these platforms, the consortium promotes project activities, publications, events, and key outcomes related to water management and innovative solutions for reducing pollutant runoff.





LinkedIn: EU Project WATERUN – professional updates, publications, and networking with the research and water management community.




Twitter/X: @WATERUN_EU – short news, live updates from events, and broader outreach to stakeholders and the public.



These social media channels are regularly updated to ensure visibility, dissemination, and interaction with a wide audience across Europe and beyond. All data on visibility is available on the social networks.
DOI: 10.5281/zenodo.16895420
title: Waterun social networks

description: Waterun social networks

The WATERUN project maintains active social media channels to communicate progress, share results, and engage with stakeholders. Through these platforms, the consortium promotes project activities, publications, events, and key outcomes related to water management and innovative solutions for reducing pollutant runoff.





LinkedIn: EU Project WATERUN – professional updates, publications, and networking with the research and water management community.




Twitter/X: @WATERUN_EU – short news, live updates from events, and broader outreach to stakeholders and the public.



These social media channels are regularly updated to ensure visibility, dissemination, and interaction with a wide audience across Europe and beyond. All data on visibility is available on the social networks.
DOI: 10.15468/dl.m98gqy
title: Occurrence Download

description: A dataset listing the 3936 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Michigan Museum of Paleontology - Invertebrates"
 ]
}

 The dataset's 3936 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008971-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17177015
title: Alkali-activated Fly Ash Composites with Canine-fibre Reinforcement

description: The dataset file contains measurements of chemical (XRF and LOI FA sheet) and mineralogical (XRD sheet) properties of fly ash (FA), as well as mechanical (Mechanical properties AAM sheet) and structural (Mechanical properties AAM sheet: geometrical density) evaluation of alkali-activated composites based in FA and added keratin-based fibres. The names of the samples are synchronised with their names in the article.
DOI: 10.5281/zenodo.17184936
title: Alkali-activated Fly Ash Composites with Canine-fibre Reinforcement

description: The dataset file contains measurements of chemical (XRF and LOI FA sheet) and mineralogical (XRD sheet) properties of fly ash (FA), as well as mechanical (Mechanical properties AAM sheet) and structural (Mechanical properties AAM sheet: geometrical density) evaluation of alkali-activated composites based in FA and added keratin-based fibres. The names of the samples are synchronised with their names in the article.
DOI: 10.15468/dl.j2sv7t
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Hakea sericea"
 ]
}

 The dataset includes 476 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008984-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15727456
title: Geolinking of English and Welsh Censuses, 1851-1921
DOI: 10.5281/zenodo.17184801
title: Geolinking of English and Welsh Censuses, 1851-1921
DOI: 10.15468/dl.4xqds7
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemophila menziesii",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 111 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008985-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xyn4b
title: Occurrence Download

description: A dataset containing 116772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plant Specimen from Herbarium (IBK) in China, Guangxi Institute of Botany, Chinese Academy of Sciences"
 ]
}

 The dataset includes 116772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008975-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9e3t7
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "PublishingOrg is 6e1cad80-bdf5-11d8-84ea-b8a03c50a862",
 "TaxonKey is Alosa agone"
 ]
}

 The dataset includes 87 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008987-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/xjqktm
title: Supplemental Information for: Seasonal PM2.5 exposures induce differential responses to influenza A virus infection in primary human airway epithelial cells

description: Raw data and supplemental information for the manuscript "Seasonal PM2.5 exposures induce differential responses to influenza A virus infection in primary human airway epithelial cells"
DOI: 10.15468/dl.3ayghz
title: Occurrence Download

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

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008989-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8r6fs
title: Occurrence Download

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

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008988-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17184386
title: International Boundary Rivers of China: A Water Frequency Dataset

description: This dataset provides spatial data on the water frequency of international boundary rivers between China and its ten neighboring countries.The geographical scope covers the shared river systems between China and Russia, North Korea, Kazakhstan, India, Myanmar, Vietnam, Nepal, Pakistan, Bhutan, and Mongolia. The dataset consists of data snapshots for five key years: 1987, 1996, 2005, 2014, and 2023, capturing the dynamics of surface water over a multi-decadal period.This product was generated using the Landsat Collection 2 Level-2 archive on the Google Earth Engine platform. It is designed to support research in transboundary water resource management, hydrological change analysis, environmental monitoring, and regional cooperation studies.Keywords: International Boundary Rivers; Water Frequency; Remote Sensing; Landsat; China; Transboundary Rivers
DOI: 10.5281/zenodo.17184387
title: International Boundary Rivers of China: A Water Frequency Dataset

description: This dataset provides spatial data on the water frequency of international boundary rivers between China and its ten neighboring countries.The geographical scope covers the shared river systems between China and Russia, North Korea, Kazakhstan, India, Myanmar, Vietnam, Nepal, Pakistan, Bhutan, and Mongolia. The dataset consists of data snapshots for five key years: 1987, 1996, 2005, 2014, and 2023, capturing the dynamics of surface water over a multi-decadal period.This product was generated using the Landsat Collection 2 Level-2 archive on the Google Earth Engine platform. It is designed to support research in transboundary water resource management, hydrological change analysis, environmental monitoring, and regional cooperation studies.Keywords: International Boundary Rivers; Water Frequency; Remote Sensing; Landsat; China; Transboundary Rivers
DOI: 10.34740/kaggle/dsv/13148119
title: NeurIPS - Ariel Data Challenge 2025 | Vault
DOI: 10.5281/zenodo.17184979
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: 10.34740/kaggle/dsv/13126214
title: Predicting the Beats-per-Minute of Songs | Vault
DOI: 10.34740/kaggle/dsv/12769189
title: Qwen3-1.7B Lobotomy Exploration
DOI: 10.48420/30178576
title: Isolable f-Element Diphosphene Complexes by Phosphinidene Group Transfer and Coupling at Uranium

description: The parent diphosphene (HPPH) molecule is of fundamental interest, but its reactive nature renders it challenging to isolate and study. Metal-stabilization is an attractive approach for studying HPPH, but molecular derivatives are limited to three complexes of p-/d-metals reflecting a scarcity of synthetic methods for rationally preparing HPPH complexes. Here, we introduce f-element HPPH complexes, adding to f-element diazenes (HNNH) that were first reported over thirty years ago. By utilizing 7<i>l</i><sup>3</sup>-phosphadibenzonorbornadiene and uranium(III) reagents we show how parent diphosphene, phosphinidiide, and diphosphorus motifs can all be constructed, developing synthetic approaches for this area. Computed reaction profiles reveal common, initial reaction steps that subsequently diverge depending on the ancillary ligands, radical nature of intermediates, and the 7<i>l</i><sup>3</sup>-phosphadibenzonorbornadiene P-substituent. Calculations demonstrate a surprising prevalence of open-shell radical intermediates, and that the redox chemistry is P-, not U-, centred. This work thus provides insights to inform future synthetic endeavours in this area.
DOI: 10.48420/30178576.v1
title: Isolable f-Element Diphosphene Complexes by Phosphinidene Group Transfer and Coupling at Uranium

description: The parent diphosphene (HPPH) molecule is of fundamental interest, but its reactive nature renders it challenging to isolate and study. Metal-stabilization is an attractive approach for studying HPPH, but molecular derivatives are limited to three complexes of p-/d-metals reflecting a scarcity of synthetic methods for rationally preparing HPPH complexes. Here, we introduce f-element HPPH complexes, adding to f-element diazenes (HNNH) that were first reported over thirty years ago. By utilizing 7<i>l</i><sup>3</sup>-phosphadibenzonorbornadiene and uranium(III) reagents we show how parent diphosphene, phosphinidiide, and diphosphorus motifs can all be constructed, developing synthetic approaches for this area. Computed reaction profiles reveal common, initial reaction steps that subsequently diverge depending on the ancillary ligands, radical nature of intermediates, and the 7<i>l</i><sup>3</sup>-phosphadibenzonorbornadiene P-substituent. Calculations demonstrate a surprising prevalence of open-shell radical intermediates, and that the redox chemistry is P-, not U-, centred. This work thus provides insights to inform future synthetic endeavours in this area.
DOI: 10.34740/kaggle/dsv/12647417
title: 70 Small Business Ideas to Start in 2025
DOI: 10.15454/qpn4uq
title: movement of roe deer (Capreolus capreolus) in fragmented landscape in southwest France

description: Mouvement de chevreuils sur le site des Vallons et Coteaux de Gascogne (Zone Atelier Pygar) depuis le 2002-12-18.
DOI: 10.15151/esrf-dc-1534175008
title: ESRF Data Policy 2024

description: The ESRF data policy covers the following topics:
• Data ownership
• Data curation
• Data archiving
• Open access to data
The updated policy, endorsed by the ESRF management, Scientific Advisory Committee and the Council in 2023, is an update of the first ESRF data policy of 2015. The previous ESRF data policy was based on the recommendations of the PaN-data Europe Strategic Working Group common framework for scientific data management at photon and neutron facilities. The updated policy includes recommendations from the PaNOSC FAIR Research Data Policy framework [1]. The main objective of this policy is to make ESRF open data FAIR: Findable, Accessible, Interoperable and Reusable.
The policy defined in this document applies to all data collected at ESRF in the frame of publicly funded research starting from 1 January 2024. A separate policy document is available for commercial access.
[1] https://zenodo.org/doi/10.5281/zenodo.3826039
DOI: 10.15468/dl.p9972c
title: Occurrence Download

description: A dataset containing 427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemophila menziesii",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 427 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008991-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwa5s2
title: Occurrence Download

description: A dataset containing 2440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "Country is one of (Japan, Russian Federation, Korea, Republic of, Korea (Democratic People’s Republic of), China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acer ukurunduense"
 ]
}

 The dataset includes 2440 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008992-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s69knj
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Small mammals of Bulgaria",
 "TaxonKey is Mesocricetus newtoni"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008994-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ytnhu
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemophila menziesii",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 107 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008993-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15472/sw0jz9
title: Caracterización de fauna y flora del humedal Isaías Duarte Cancino de Cali, Valle del Cauca

description: Caracterización biológica de fauna (Mamíferos, aves, peces, reptiles, anfibios, grupos hidrobiológicos) y flora del humedal Isaías Duarte Cancino del municipio de Cali, Valle del Cauca, como parte de la ejecución del convenio de asociación No. 116-2016 entre la Corporación Autónoma Regional del Valle del Cauca – CVC y la Corporación para la Gestión Ambiental Biodiversa.En este recurso se presentan 210 registros observados entre marzo y junio del 2017. Los especímenes se encuentran agrupados en 59 ordenes y 92 familias de 19 clases.
DOI: 10.4121/cb9b04ff-40d2-44fa-99b9-f182cee629f1
title: Data and code related to PhD thesis: Field-Validated Aging Protocols for Paving Binders An Integrated Chemo-Rheological and Data-Driven Framework

description: FTIR data recorded from bituminous binder aged under different aging conditions in lab along with the code to read them for further analysisResearch objective: understanding bituminous aging under environmental aging factorstype of research: Experimental laboratory workmethod of data collection: FTIR measurementstype of data: csv files containing wavenumbers and absorbance