cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rncsf9
title: Occurrence Download

description: A dataset containing 6128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xerospermophilus tereticaudus"
 ]
}

 The dataset includes 6128 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031724-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/sb6h-1143
title: Bidirectional visible to near-infrared reflectance spectrum a fragment of mottled rock OREX-800073-0.
DOI: 10.60707/sqkc-3956
title: Bidirectional visible to near-infrared reflectance spectrum a fragment of mottled rock OREX-800073-0.
DOI: 10.15468/dl.e3tr5k
title: Occurrence Download

description: A dataset containing 7821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Brazil, Ecuador, Panama, Peru, Venezuela (Bolivarian Republic of), Colombia)",
 "TaxonKey is one of (Aedes aegypti, Aedes albopictus)",
 "Year 2014-2024"
 ]
}

 The dataset includes 7821 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031726-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.777s9n
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apistogramma viejita",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031727-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17240252
title: Re-postprocessed POSYDON v1.0 dataset, with high-resolution CO-HMS_RLO grid and updated CO-HeMS grid (dedt_hepulse rerun)

description: This dataset contains the downsampled data, as well as the trained classification and interpolation models from the CO-HMS_RLO and CO-HeMS grids at Solar metallicity. A detailed description of these datasets can be found in Section 2.3 of Chattaraj et al. (2025). The simulations follow the same setup as in Fragos et al. (2023) and Andrews et al. (2025). 

If you make use this dataset, please cite the following references:

Chattaraj et al. (2025)

Andrews et al. (2025)

Fragos et al. (2023)
DOI: 10.5281/zenodo.17240253
title: Re-postprocessed POSYDON v1.0 dataset, with high-resolution CO-HMS_RLO grid and updated CO-HeMS grid (dedt_hepulse rerun)

description: This dataset contains the downsampled data, as well as the trained classification and interpolation models from the CO-HMS_RLO and CO-HeMS grids at Solar metallicity. A detailed description of these datasets can be found in Section 2.3 of Chattaraj et al. (2025). The simulations follow the same setup as in Fragos et al. (2023) and Andrews et al. (2025). 

If you make use this dataset, please cite the following references:

Chattaraj et al. (2025)

Andrews et al. (2025)

Fragos et al. (2023)
DOI: 10.5281/zenodo.17603693
title: Закон сохранения энергии в электродинамике и электротехнике

description: Показывается, что закон сохранения энергии в электродинамике и электротехнике выполняется только в среднем. Предлагаются решения уравнений Максвелла, в которых этот закон выполняется строго. Показывается, эти решения применимы также в электротехнике, что делает последнюю разделом общей электродинамики.
DOI: 10.5281/zenodo.17603692
title: Закон сохранения энергии в электродинамике и электротехнике

description: Показывается, что закон сохранения энергии в электродинамике и электротехнике выполняется только в среднем. Предлагаются решения уравнений Максвелла, в которых этот закон выполняется строго. Показывается, эти решения применимы также в электротехнике, что делает последнюю разделом общей электродинамики.
DOI: 10.5281/zenodo.17603720
title: Emergence of Time from Quantum Field Coherence– Phase 4: Experimental Validation within the KFQubit Framework

description: This study presents the fourth phase of the KFQubit theoretical framework, addressing the emergence of time as a coherent manifestation of the fundamental quantum field. Using experimental datasets from long-distance optical fiber entanglement and semiconductor quantum dot systems, we apply a unified Lagrangian formalism and a temporal correlation classifier to identify conditions under which a temporal field emerges.

The results show consistent coherence thresholds across independent systems: ~0.5% of events in fiber entanglement and ~40% in quantum dot experiments exhibit “temporal emergence”, defined by post-coherence correlation (corr_post ≥ 0.99) and normalized variance below 0.002. These findings suggest that temporal activation can occur when the quantum environment achieves sustained coherence.

The analysis provides empirical evidence supporting the hypothesis that time is not a pre-existing dimension but an emergent property arising from coherent field interactions.All data, scripts, and metrics are provided for reproducibility and independent verification.

 

Este estudio presenta la cuarta fase del marco teórico KFQubit, abordando la emergencia del tiempo como una manifestación coherente del campo cuántico fundamental. Utilizando datos experimentales de entrelazamiento por fibra óptica y puntos cuánticos semiconductores, se aplica un formalismo lagrangiano unificado y un clasificador temporal para identificar las condiciones bajo las cuales emerge el campo temporal.Los resultados muestran umbrales de coherencia consistentes en sistemas independientes, indicando que la activación temporal ocurre cuando el entorno cuántico alcanza una coherencia sostenida.Este análisis aporta evidencia empírica que respalda la hipótesis de que el tiempo no es una dimensión preexistente, sino una propiedad emergente de las interacciones coherentes del campo.
DOI: 10.5281/zenodo.17603719
title: Emergence of Time from Quantum Field Coherence– Phase 4: Experimental Validation within the KFQubit Framework

description: This study presents the fourth phase of the KFQubit theoretical framework, addressing the emergence of time as a coherent manifestation of the fundamental quantum field. Using experimental datasets from long-distance optical fiber entanglement and semiconductor quantum dot systems, we apply a unified Lagrangian formalism and a temporal correlation classifier to identify conditions under which a temporal field emerges.

The results show consistent coherence thresholds across independent systems: ~0.5% of events in fiber entanglement and ~40% in quantum dot experiments exhibit “temporal emergence”, defined by post-coherence correlation (corr_post ≥ 0.99) and normalized variance below 0.002. These findings suggest that temporal activation can occur when the quantum environment achieves sustained coherence.

The analysis provides empirical evidence supporting the hypothesis that time is not a pre-existing dimension but an emergent property arising from coherent field interactions.All data, scripts, and metrics are provided for reproducibility and independent verification.

 

Este estudio presenta la cuarta fase del marco teórico KFQubit, abordando la emergencia del tiempo como una manifestación coherente del campo cuántico fundamental. Utilizando datos experimentales de entrelazamiento por fibra óptica y puntos cuánticos semiconductores, se aplica un formalismo lagrangiano unificado y un clasificador temporal para identificar las condiciones bajo las cuales emerge el campo temporal.Los resultados muestran umbrales de coherencia consistentes en sistemas independientes, indicando que la activación temporal ocurre cuando el entorno cuántico alcanza una coherencia sostenida.Este análisis aporta evidencia empírica que respalda la hipótesis de que el tiempo no es una dimensión preexistente, sino una propiedad emergente de las interacciones coherentes del campo.
DOI: 10.5281/zenodo.15849324
title: MicroED Diffraction Linear Data of Crambin

description: .bzip compressed tarballs of linear mode .mrc files of electron diffraction data processed to obtain crambin structure ab initio along with a link to github page containing pipeline used to convert files into a more usable type by xds software.

When extracting files, make sure ~150GB storage is available for both. Each download contains 40-70GB of files when extracted.
DOI: 10.5281/zenodo.15849323
title: MicroED Diffraction Linear Data of Crambin

description: .bzip compressed tarballs of linear mode .mrc files of electron diffraction data processed to obtain crambin structure ab initio along with a link to github page containing pipeline used to convert files into a more usable type by xds software.

When extracting files, make sure ~150GB storage is available for both. Each download contains 40-70GB of files when extracted.
DOI: 10.7910/dvn/kipgye
title: Glia-to-Glia Serotonin Signaling Directs MMP-Dependent Infiltration for Experience-Dependent Synapse Pruning

description: Here, we discover glia-to-glia communication between different glial classes is essential for experience-dependent synaptic pruning in a well-defined Drosophila juvenile brain olfactory critical period. We find ensheathing glia infiltrate specific target synaptic glomeruli in response to guiding odorant experience via 5-HT2A receptor (5-HT2AR) signaling. Using cell-targeted tryptophan hydroxylase (Trhn) RNAi to block serotonin production, we discover serotonin signaling from ensheathing glia is required for experience-dependent synapse pruning. Using cell-targeted 5-HT2AR RNAi, we find the serotonin receptor is required exclusively in astrocyte-like glia (ALG). Using cell-targeted 5-HT2AR rescue in 5-HT2AR null mutants, we discover the serotonin receptor mediates experience-dependent synapse pruning. Thus, glia-to-glia serotonin signaling between different glial classes mediated by 5-HT2A receptors is necessary and sufficient for synapse elimination. We discover that ALG-targeted conditional 5-HT2AR in mature adults induces experience-dependent synapse pruning indistinguishable from the critical period mechanism. Thus, astrocyte 5-HT2AR signaling is sufficient to 're-open' this characteristic critical period remodeling capability at maturity. We find astrocytic matrix metalloproteinase-1 (MMP-1) induced by critical period odorant experience is required for experience-dependent synapse pruning downstream of 5HT2AR activation. We discover that ALG-targeted MMP-1 induction restores synapse pruning in the absence of 5HT2AR signaling. Taken together, we conclude that glia-to-glia serotonergic 5HT2AR signaling drives MMP-1 for experience-dependent infiltration phagocytosis synapse pruning, and can rekindle this remodeling capacity at adult maturity.
DOI: 10.15468/dl.4an5rd
title: Occurrence Download

description: A dataset containing 7345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamandua mexicana"
 ]
}

 The dataset includes 7345 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031728-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwyteu
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-106.0188 20.54913, -105.8688 20.54913, -105.8688 20.69913, -106.0188 20.69913, -106.0188 20.54913))"
 ]
}

 The dataset includes 89 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031729-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbgvzd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aplocheilus lineatus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031730-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.15858191
title: MicroED Diffraction Counting Data of Crambin

description: .bzip compressed tarballs of counting mode .mrc files of electron diffraction data processed to obtain crambin structure ab initio along with a link to github page containing pipeline used to convert files into a more usable type by xds software.

When extracting files, make sure ~150GB storage is available for both. Each download contains 40-70GB of files when extracted.
DOI: 10.5281/zenodo.15858190
title: MicroED Diffraction Counting Data of Crambin

description: .bzip compressed tarballs of counting mode .mrc files of electron diffraction data processed to obtain crambin structure ab initio along with a link to github page containing pipeline used to convert files into a more usable type by xds software.

When extracting files, make sure ~150GB storage is available for both. Each download contains 40-70GB of files when extracted.
DOI: 10.5281/zenodo.17603799
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.yvnmnc
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-105.8688 20.54913, -105.7188 20.54913, -105.7188 20.69913, -105.8688 20.69913, -105.8688 20.54913))"
 ]
}

 The dataset includes 136 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031731-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uahx5d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aplocheilus panchax",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031732-251025141854904/datasets/export for details.
DOI: 10.15468/dl.k6f65r
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Solanum_baretiae"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013762-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzvb8k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Winteria telescopa Brauer, 1901",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((8.6827 2.71,8.9648 2.8113,8.9648 10.8496,-0.0352 10.8496,-0.0352 5.0957,0.3816 5.278,1.1532 5.3393,1.5603 5.6976,3.8925 5.9309,4.2618 5.8773,4.5416 5.6356,5.1549 4.4105,5.7546 3.8683,6.2396 3.7859,8.2757 4.0386,7.9361 3.4903,8.1439 2.8795,8.6827 2.71))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009894-250525065834625/datasets/export for details.
DOI: 10.15468/dl.e2j87p
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aeschynomene americana L."
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009595-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjcr8g
title: Occurrence Download

description: A dataset containing 201919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-10-29",
 "EventDate is less than or equal to 2025-11-28",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 201919 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004974-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygmkgq
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A checklist of epibiont suctorian and peritrich ciliates (Ciliophora) on halacarid and hydrachnid mites (Acari: Halacaridae & Hydrachnidia)"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004985-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjprtb
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ixodes"
 ]
}

 The dataset includes 130 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004986-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnr28w
title: Occurrence Download

description: A dataset containing 66213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanaceae"
 ]
}

 The dataset includes 66213 records from 586 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004948-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qca74b
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Semifissispora",
 "HasCoordinate is true"
 ]
}

 The dataset includes 184 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004987-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17694583
title: Liberty
DOI: 10.5281/zenodo.17694584
title: Liberty
DOI: 10.15468/dl.w77su3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004988-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25540/1zrn-f850
title: Supplementary data from: CO-induced adatom clusters formed on surfaces of Co, Cu, Ag, and their alloys
DOI: 10.15468/dl.jejc4u
title: Occurrence Download

description: A dataset containing 835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euryale"
 ]
}

 The dataset includes 835 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004989-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxqdxq
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A checklist and areography of the longhorn beetles (Coleoptera, Cerambycidae) of Pirin Mountains, Bulgaria"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004990-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.geyqvm
title: Occurrence Download

description: A dataset containing 4167047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera"
 ]
}

 The dataset includes 4167047 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004983-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.