cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.m3u7sj
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tristagma sessile"
 ]
}

 The dataset includes 54 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006850-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16964301
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.km9wa2
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer tataricum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 115 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002849-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4y584k
title: Occurrence Download

description: A dataset containing 5790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer tataricum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5790 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002851-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cy7bjk
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer tataricum",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 364 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002850-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dkvwx
title: Occurrence Download

description: A dataset containing 649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oncometopia facialis"
 ]
}

 The dataset includes 649 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002853-250827131500795/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.30000049
title: Dataset for: Effects of risperidone on amino acid metabolism, glucose, and kidney function in healthy adults: A pilot randomized controlled trial

description: This is the dataset for the article "Effects of risperidone on amino acid metabolism, glucose, and kidney function in healthy adults: A pilot randomized controlled trial". This dataset contains baseline characteristics, clinical measurements, and laboratory results from a pilot randomized controlled trial examining the effects of risperidone on amino acid metabolism, glucose, and kidney function in healthy adult participants.
DOI: 10.6084/m9.figshare.30000049.v1
title: Dataset for: Effects of risperidone on amino acid metabolism, glucose, and kidney function in healthy adults: A pilot randomized controlled trial

description: This is the dataset for the article "Effects of risperidone on amino acid metabolism, glucose, and kidney function in healthy adults: A pilot randomized controlled trial". This dataset contains baseline characteristics, clinical measurements, and laboratory results from a pilot randomized controlled trial examining the effects of risperidone on amino acid metabolism, glucose, and kidney function in healthy adult participants.
DOI: 10.15468/dl.mc57c9
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lindera floribunda"
 ]
}

 The dataset includes 233 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002854-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5g5bgc
title: Occurrence Download

description: A dataset containing 25647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Teucrium scordium"
 ]
}

 The dataset includes 25647 records from 509 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002852-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pynm5n
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002855-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2awfay
title: Occurrence Download

description: A dataset containing 1656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer tataricum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1656 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002856-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/4tvb-r809
title: "datasets of Mexico\u2019s COVID-19 cases"

description: "The dataset tracks the performance of Mexico\u2019s COVID-19 cases. The time period is from the 26th of February 2020 to the 24th of June 2023. The data are sourced from the General Department of Epidemiology of Mexico."
DOI: 10.15468/dl.e3fbap
title: Occurrence Download

description: A dataset containing 5806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer tataricum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5806 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002857-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16977645
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-08-28 — cumulative data.
DOI: 10.15468/dl.5peg83
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oragua discoidula"
 ]
}

 The dataset includes 152 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002859-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdqjb7
title: Occurrence Download

description: A dataset containing 1420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euonymus carnosus"
 ]
}

 The dataset includes 1420 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002860-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nj3y9x
title: Occurrence Download

description: A dataset containing 23904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Stellaria media media"
 ]
}

 The dataset includes 23904 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002858-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjsqcb
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex blinii"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002862-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16977490
title: Epistylidae
DOI: 10.5281/zenodo.16977491
title: Epistylidae
DOI: 10.15468/dl.zugdtr
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002864-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqvjps
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 106 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002866-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awfz79
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 220 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002867-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16977338
title: The Use of Clear Aligner Therapy for Orthognathic Surgery Patients: A Cross-Sectional Survey Among Saudi Orthodontics and Oral and Maxillofacial Surgeons

description: This dataset contains the full manuscript of “The Use of Clear Aligner Therapy for Orthognathic Surgery Patients: A Cross-Sectional Survey Among Saudi Orthodontists and Oral and Maxillofacial Surgeons”. The study explores the knowledge, experiences, and attitudes of Saudi clinicians toward the use of clear aligner therapy (CAT) in orthognathic surgery cases. A cross-sectional online survey was conducted between April and May 2023, yielding 46 complete responses. The results indicate limited clinical experience with CAT in surgical orthodontics, with most clinicians favoring traditional fixed appliances for pre- and post-surgical management. Age was found to be a significant predictor of CAT adoption, while gender and years of experience showed no effect. The study highlights the need for larger multicenter studies, standardized clinical protocols, and enhanced postgraduate training to improve CAT integration into surgical orthodontic practice.
DOI: 10.15468/dl.zgdzg5
title: Occurrence Download

description: A dataset containing 938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylopsis multiflora"
 ]
}

 The dataset includes 938 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002868-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16977337
title: The Use of Clear Aligner Therapy for Orthognathic Surgery Patients: A Cross-Sectional Survey Among Saudi Orthodontics and Oral and Maxillofacial Surgeons

description: This dataset contains the full manuscript of “The Use of Clear Aligner Therapy for Orthognathic Surgery Patients: A Cross-Sectional Survey Among Saudi Orthodontists and Oral and Maxillofacial Surgeons”. The study explores the knowledge, experiences, and attitudes of Saudi clinicians toward the use of clear aligner therapy (CAT) in orthognathic surgery cases. A cross-sectional online survey was conducted between April and May 2023, yielding 46 complete responses. The results indicate limited clinical experience with CAT in surgical orthodontics, with most clinicians favoring traditional fixed appliances for pre- and post-surgical management. Age was found to be a significant predictor of CAT adoption, while gender and years of experience showed no effect. The study highlights the need for larger multicenter studies, standardized clinical protocols, and enhanced postgraduate training to improve CAT integration into surgical orthodontic practice.
DOI: 10.15468/dl.dfs9x4
title: Occurrence Download

description: A dataset containing 47419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Clinopodium alpinum"
 ]
}

 The dataset includes 47419 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002863-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzhek2
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycorma delicatula"
 ]
}

 The dataset includes 341 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002869-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjhaut
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhodeus meridionalis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002871-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns5t4t
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 178 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002874-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqx6zq
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 148 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002872-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg9yzm
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002873-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btv36d
title: Occurrence Download

description: A dataset containing 35368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Traunsteinera globosa"
 ]
}

 The dataset includes 35368 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002870-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4arbek
title: Occurrence Download

description: A dataset listing the 67 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo biológico en la cuenca Dagua - Subcuenca Bitaco, campaña ARA - RARE - CVC – Asociación Calidris"
 ]
}

 The dataset's 67 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002861-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huc3wy
title: Occurrence Download

description: A dataset containing 8406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malus toringo"
 ]
}

 The dataset includes 8406 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002875-250827131500795/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.30005143
title: <b>“A Theoretical Study on Antenna Design Trends for 6G Wireless Communication Systems”</b>

description: The rapid evolution of wireless communication from 1G to 5G has transformed global connectivity, but the upcoming sixth generation (6G) is expected to enable unprecedented data rates, ultra-low latency, and massive device connectivity. Antennas are critical enablers of these advancements, yet current designs face challenges in efficiency, scalability, and cost-effectiveness at higher frequencies.This study provides a comprehensive theoretical analysis of emerging antenna technologies for 6G, including phased array antennas, reconfigurable intelligent surfaces (RIS), massive MIMO, and terahertz (THz) communication. It explores their operational principles, performance metrics, advantages, and limitations, with comparative tables illustrating key parameters. The paper also discusses applications in IoT, autonomous vehicles, holographic communication, and AI-assisted adaptive networks.The findings highlight future research directions for hybrid antenna architectures, energy-efficient designs, and intelligent adaptive control, aiming to guide researchers and practitioners in developing next-generation wireless communication systems.
DOI: 10.6084/m9.figshare.30005143.v1
title: <b>“A Theoretical Study on Antenna Design Trends for 6G Wireless Communication Systems”</b>

description: The rapid evolution of wireless communication from 1G to 5G has transformed global connectivity, but the upcoming sixth generation (6G) is expected to enable unprecedented data rates, ultra-low latency, and massive device connectivity. Antennas are critical enablers of these advancements, yet current designs face challenges in efficiency, scalability, and cost-effectiveness at higher frequencies.This study provides a comprehensive theoretical analysis of emerging antenna technologies for 6G, including phased array antennas, reconfigurable intelligent surfaces (RIS), massive MIMO, and terahertz (THz) communication. It explores their operational principles, performance metrics, advantages, and limitations, with comparative tables illustrating key parameters. The paper also discusses applications in IoT, autonomous vehicles, holographic communication, and AI-assisted adaptive networks.The findings highlight future research directions for hybrid antenna architectures, energy-efficient designs, and intelligent adaptive control, aiming to guide researchers and practitioners in developing next-generation wireless communication systems.
DOI: 10.15468/dl.wmqxu7
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megabalanus coccopoma",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 103 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004873-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.