cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17300281
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.vwqwbk
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Albizia niopoides niopoides"
 ]
}

 The dataset includes 39 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064042-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkyvk6
title: Occurrence Download

description: A dataset containing 2090 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrangea viburnoides"
 ]
}

 The dataset includes 2090 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064041-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dq7d5
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064043-250920141307145/datasets/export for details.
DOI: 10.15468/dl.7r9wtm
title: Occurrence Download

description: A dataset listing the 563 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Kelp Dataset"
 ]
}

 The dataset's 563 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064030-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nsupp
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthemis punctata",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 124 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064045-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86w798
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glauconome virens",
 "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/0064046-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.15221650
title: ReefCheck France Réunion - 2022/2023 Campaign

description: This dataset contains all the field data collected from the ReefCheck France 2022-2023 campaign on Reunion island.

Dataset is subsetted into 36 files, one corresponding to one field operation.

Each field operation is identified by its date of collection, name and reef profile (reef flat =PL=Platier and outer slope = PE= pente externe) when specification is necessary. Each file is combined with 2 to 3 .xls files recording the data according to the ReefCheck protocol.
DOI: 10.5281/zenodo.15221651
title: ReefCheck France Réunion - 2022/2023 Campaign

description: This dataset contains all the field data collected from the ReefCheck France 2022-2023 campaign on Reunion island.

Dataset is subsetted into 36 files, one corresponding to one field operation.

Each field operation is identified by its date of collection, name and reef profile (reef flat =PL=Platier and outer slope = PE= pente externe) when specification is necessary. Each file is combined with 2 to 3 .xls files recording the data according to the ReefCheck protocol.
DOI: 10.15468/dl.wynw8h
title: Occurrence Download

description: A dataset containing 65787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Procellariiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 -90,90 -90,90 -60,60 -60,60 -90))"
 ]
}

 The dataset includes 65787 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063996-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc1q61rq
title: CCDC 1584743: Experimental Crystal Structure Determination

description: Related Article: Yujuan Zhou, Kecheng Jie, Run Zhao, Errui Li, Feihe Huang|2019|Research|2019||doi:10.34133/2019/5406365
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc22hjfk
title: CCDC 1921548: Experimental Crystal Structure Determination

description: Related Article: Magnus R. Buchner, Lukas K. Kreuzer, Lewis R. Thomas-Hargreaves, Matthias Müller, Sergei I. Ivlev, Gernot Frenking, Sudip Pan|2024|Chem.-Eur.J.|30||doi:10.1002/chem.202400966
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2f2t1d
title: CCDC 2237023: Experimental Crystal Structure Determination

description: Related Article: Alina M. Fazlyeva, Ivan A. Skvortsov, Nikolay V. Somov, Pavel A. Stuzhin|2025|Inorg.Chem.|64|19197|doi:10.1021/acs.inorgchem.5c02123
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fx10f
title: CCDC 2261264: Experimental Crystal Structure Determination

description: Related Article: Hadi Kargar, Mehdi Fallah-Mehrjardi, Majid Moghadam, Hamid Reza Zare-Mehrjardi, Akbar Omidvar, Necmi Dege, Ersin Acar, Muhammad Ashfaq, Khurram Shahzad Munawar, Muhammad Nawaz Tahir, Hamid R. Shahsavari|2025|Inorg.Chem.Commun.|182|115512|doi:10.1016/j.inoche.2025.115512
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g2x1j
title: CCDC 2266907: Experimental Crystal Structure Determination

description: Related Article: Jia Wang, Yu Jing, Ming-Mui Cui, Yi-Ming Lu, Zhongwen Ouyang, Chongyun Shao, Zhenxing Wang, You Song|2023|Chem.-Eur.J.|29||doi:10.1002/chem.202301771
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g72jb
title: CCDC 2270921: Experimental Crystal Structure Determination

description: Related Article: Giovanni Preda, Sebastian Jung, Gennaro Pescitelli, Lorenzo Cupellini, Dominique Armspach, Dario Pasini|2023|Chem.-Eur.J.|29||doi:10.1002/chem.202302376
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g72tm
title: CCDC 2270930: Experimental Crystal Structure Determination

description: Related Article: Giovanni Preda, Sebastian Jung, Gennaro Pescitelli, Lorenzo Cupellini, Dominique Armspach, Dario Pasini|2023|Chem.-Eur.J.|29||doi:10.1002/chem.202302376
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.zs9pmk
title: Occurrence Download

description: A dataset containing 44488714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anseriformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 30,30 30,30 60,0 60,0 30))"
 ]
}

 The dataset includes 44488714 records from 4019 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063984-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7hc6j
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salsola paulsenii, Kali paulsenii, Kali pellucidum, Salsola pellucida)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2024",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 4500",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample, Living Specimen)"
 ]
}

 The dataset includes 155 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079764-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/6973d1b1-4814-4ff5-8daa-4d825ca3c4b9
title: Headwater stream erosion data from the Environment and Rural Affairs Monitoring & Modelling Programme, Wales, 2021-2023

description: This dataset consists of headwater erosion process data for sites across Wales between 2021 and 2023, collected as part of the Environment and Rural Affairs Monitoring and Modelling Programme (ERAMMP) National Field Survey. Data include the classification and extent of erosion features.  
Headwater stream survey data was collected from 101 x 1km squares across Wales, collected as part of the Environment and Rural Affairs Monitoring and Modelling Programme (ERAMMP) National Field Survey. Erosion features were identified in 99 surveyed headwater streams. ERAMMP follows an earlier monitoring programme, the Glastir Monitoring and Evaluation Programme (GMEP), which was set up by the Welsh Government in 2013 to monitor the effects of the Glastir agri-environment scheme on the environment and ran from 2013 to 2016. The field survey element for both GMEP and ERAMMP was based on a stratified random sampling design of 300 x 1km square sites across Wales (225 of which were resurveyed for ERAMMP in 2021-23, though not all squares contained headwater streams). It was managed by the UK Centre for Ecology & Hydrology.
description: The data were recorded using electronic data capture devices in the summers of 2021-2023 by professional surveyors. Data were recorded from up to 225 x 1km squares sited across Wales, selected by random stratified sample (not all squares surveyed in this program contained headwater streams). The survey was managed by the UK Centre for Ecology & Hydrology. Standardised methodologies were applied throughout. 
To ensure confidentiality of the data with respect to land owners and managers, the locations of 1km squares and survey sites were converted to the centres of the containing 10 km Ordnance Survey grid squares.
DOI: 10.15468/dl.43an6t
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zygophyllum obliquum)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2024",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 4500",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample, Living Specimen)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079770-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5g542n
title: Occurrence Download

description: A dataset containing 1602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantago asiatica)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2024",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 4500",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample, Living Specimen)"
 ]
}

 The dataset includes 1602 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079771-251120083545085/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/10224375
title: Construction-Anomaly-CombinedDataset
DOI: 10.57702/kwpp1bf1
title: Earth and Climate Science Datasets

description: The earth and climate science datasets consist of earth and climate science events including volcanic eruptions, earthquakes, floods, and wild fires.
DOI: 10.57702/ycclaaf9
title: EndoScene

description: A benchmark for endoluminal scene segmentation of colonoscopy images.
DOI: 10.57702/t1rfuvlv
title: ICDAR2015 Robust Reading Competition

description: The ICDAR2015 dataset is a benchmark for scene text recognition.
DOI: 10.57702/8cluggt3
title: NExT-GQA

description: NExT-GQA is an extension of NExT-QA with 10.5K temporal grounding (or location) labels tied to the original QA pairs.
DOI: 10.57702/x43lsukw
title: Automatic Question-Answer Generation for Long-Tail Knowledge

description: Automatic Question-Answer Generation for Long-Tail Knowledge
DOI: 10.57702/bk9nvjja
title: Labeled Dataset

description: Labeled dataset of hotspots/wildfires and not-hotspots/not-wildfires
DOI: 10.57702/v8rpapf8
title: Tanks and Temples Dataset

description: The Tanks and Temples dataset is a benchmark for 3D reconstruction from multi-view images. It consists of 50 images of 10 scenes, each with 5 views.
DOI: 10.57702/os4h6vtq
title: CMU MultiPIE

description: The CMU MultiPIE dataset is a large collection of face images with multiple attributes.
DOI: 10.57702/klhdh3pi
title: Break-A-Scene dataset

description: The Break-A-Scene dataset contains images with multiple concepts extracted from a single image.
DOI: 10.57702/yednk8mt
title: Generative Adversarial Networks

description: Generative Adversarial Networks (GANs) consist of two networks: a generator G(z) and a discriminator D(x). The discriminator is trying to distinguish real objects from objects produced by a generator.
DOI: 10.57702/qftm3rd8
title: Desktop Activity Log

description: A dataset for subsequence retrieval in time-series data, where the goal is to identify and retrieve subsequences that are from the same class as the given query subsequences.
DOI: 10.34847/nkl.cfedyblw
title: NECROPOLES MERO

description: PCR Archéologie des nécropoles mérovingiennes en Île-de-France

La présente base de données fait la synthèse à la fois sur les implantations des nécropoles, sur le mode de mise en œuvre des sarcophages en plâtre et sur les dimorphismes crâniens des mérovingiens et des carolingiens ainsi que sur les mobiliers découverts dans les différentes sépultures dans la région Île-de-France.

Il s’agit in fine d’avoir une vision simple et synthétique des données en archéologie funéraire sur la longue durée, dans le but de caractériser les ensembles funéraires tout au long du haut Moyen Âge. Cette base de donnée à été constituée dans le cadre d'un Projet collectif de recherche piloté par C. Leforestier (de 2014 à 2017).

L’objectif du projet est de mettre en lumière tous les paramètres observables au sein d’une nécropole mérovingienne et de les comparer aux autres ensembles funéraires de la même période. Les nécropoles sont certes caractérisables par des mêmes variables (sarcophages, pluralité des dépôts, sépultures habillés...etc.) mais de nombreux phénomènes ne sont pas récurrents (utilisation de plâtre, présence d’armement, pérennité du lieu funéraire).
DOI: 10.34847/nkl.e7ac5w6i
title: CADASTRE NAPOLEONIEN DE BAGNERES 1820

description: Le plan intégré correspond à la section L du cadastre napoléonien de la commune. Cette feuille divisée en 4 sous-sections couvre l’ensemble de la zone de la ville ancienne. Le plan est daté de 1820. Une feuille identique daté de 1810 et conservée au AD a aussi été intégrée au SIG. De moindre définition et beaucoup plus fragmentaire et abimée, elle reste cependant intéressante car elle présente un état antérieur au document de 1820.
DOI: 10.34740/kaggle/dsv/14425114
title: Antutu Benchmark
DOI: 10.15468/dl.8pgp5p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suaeda paradoxa, Belowia paradoxa, Borsczowia paradoxa)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2024",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 4500",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample, Living Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079774-251120083545085/datasets/export for details.
DOI: 10.15468/dl.hp98vf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.22159000000001 24.96501, 89.14413500000001 24.959433, 89.068608 24.94284, 88.996886 24.915645, 88.93075 24.878523, 88.871838 24.832398, 88.82160399999999 24.778413, 88.78128 24.717907, 88.75185 24.652379, 88.73402400000001 24.583447, 88.728222 24.512814, 88.734568 24.442219, 88.752886 24.3734, 88.782706 24.308047, 88.82328 24.247762, 88.87360099999999 24.194022, 88.932427 24.148142, 88.998312 24.111241, 89.069644 24.084221, 89.14467999999999 24.067742, 89.22159000000001 24.062203, 89.2985 24.067742, 89.373536 24.084221, 89.444868 24.111241, 89.51075299999999 24.148142, 89.569579 24.194022, 89.6199 24.247762, 89.66047399999999 24.308047, 89.69029399999999 24.3734, 89.708612 24.442219, 89.714958 24.512814, 89.70915599999999 24.583447, 89.69132999999999 24.652379, 89.6619 24.717907, 89.621576 24.778413, 89.571342 24.832398, 89.51242999999999 24.878523, 89.44629399999999 24.915645, 89.374572 24.94284, 89.29904500000001 24.959433, 89.22159000000001 24.96501))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079768-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.