cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/ysqw-p242
title: Nova Grgosova Cave speleothem dataset

description: Raw data for the Nova Grgosova Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.6ymej9
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster franchetii",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012675-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/q26m-ra91
title: Matupi Cave speleothem dataset

description: Raw data for the Matupi Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.pwdxdz
title: Occurrence Download

description: A dataset containing 2221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster franchetii",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2221 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012676-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/xbtv-tj83
title: Herbstlabyrinth Cave speleothem dataset

description: Raw data for the Herbstlabyrinth Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/76dv-er85
title: Jiangjun Cave speleothem dataset

description: Raw data for the Jiangjun Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/w8vc-7t50
title: Hoq Cave speleothem dataset

description: Raw data for the Hoq Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/24x8-jg84
title: Clamouse Cave speleothem dataset

description: Raw data for the Clamouse Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.31076152
title: Winter Wheat Spike Traits

description: This dataset contains the winter wheat spike traits data.
DOI: 10.6084/m9.figshare.31076152.v1
title: Winter Wheat Spike Traits

description: This dataset contains the winter wheat spike traits data.
DOI: 10.21233/gfy3-bh48
title: Gol-E-Zard Cave speleothem dataset

description: Raw data for the Gol-E-Zard Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.u2p7ge
title: Occurrence Download

description: A dataset containing 4482 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Johnstonella angustifolia",
 "Continent is North America",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4482 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012677-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/yv48-4b41
title: B7 Cave speleothem dataset

description: Raw data for the B7 Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.p2vhmb
title: Occurrence Download

description: A dataset containing 47542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllopertha horticola"
 ]
}

 The dataset includes 47542 records from 657 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012674-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37bm6k
title: Occurrence Download

description: A dataset containing 80241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fratercula cirrhata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 80241 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012653-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/2209-wk42
title: Metro Cave speleothem dataset

description: Raw data for the Metro Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.6y82z7
title: Occurrence Download

description: A dataset containing 16927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aedes albopictus, Aedes aegypti)",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16927 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012678-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/7bdn-6g13
title: Herbstlabyrinth Cave speleothem dataset

description: Raw data for the Herbstlabyrinth Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/6ag1-g866
title: Efflux Cave speleothem dataset

description: Raw data for the Efflux Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.v54f7z
title: Occurrence Download

description: A dataset containing 71975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Bahamas, Cuba, Haiti, Dominican Republic, Jamaica, Cayman Islands, Turks and Caicos Islands, Virgin Islands (British), Virgin Islands (U.S.), Puerto Rico, Anguilla, Saint Vincent and the Grenadines, Saint Kitts and Nevis, Antigua and Barbuda, Montserrat, Guadeloupe, Martinique, Saint Lucia, Grenada, Barbados, Saint Barthélemy)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hymenoptera"
 ]
}

 The dataset includes 71975 records from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012629-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/tw53-bg79
title: Yangkou Cave speleothem dataset

description: Raw data for the Yangkou Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gj1n-vw54
title: Cueva Rosa speleothem dataset

description: Raw data for the Cueva Rosa speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5067/asdc/suborbital/polaris_model_data_1
title: POLARIS Model Data
DOI: 10.5067/asdc/suborbital/polaris_metnav_aircraftinsitu_er2_data_1
title: POLARIS ER-2 Meteorological and Navigational Data
DOI: 10.5067/suborbital/polaris/data001
title: POLARIS Campaign Data
DOI: 10.15468/dl.nhvgjg
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinus carpio",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012680-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/sy6y-jh86
title: Neotektonik Cave speleothem dataset

description: Raw data for the Neotektonik Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.j5wfkz
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinus carpio",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 302 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012681-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6s3qwq
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Melanerpes portoricensis (Daudin, 1803)"
 ]
}

 The dataset includes 260 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000620-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/nqd9m-w7b89
title: Amoebophiolus asiaticus

description: Raw data files of Amoebophiolus asiaticus
description: <strong>Tilt Series Date:</strong> 2012-03-23</p>
<strong>Data Taken By:</strong> Martin Pilhofer</p>
<strong>Species / Specimen:</strong> Amoebophilus asiaticus</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.0°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: -10.0 μm,  magnification: 34000x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2012-03-23-29/rawdata/</p>aa_0010.mrc,  Tilt Series (Pixel Size 0.63 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2012-03-23-29/rawdata/aa_0010.mrc"
        > <i class="download icon"></i> Download </a></p>

        aa_0010_full.rec,  Reconstruction (Pixel Size 1.26 nm), 1.2 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2012-03-23-29/3dimage_18020/aa_0010_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/20z43-trm72
title: Campylobacter jejuni

description: Session notes: Campy motB deletion
description: <strong>Tilt Series Date:</strong> 2012-01-02</p>
<strong>Data Taken By:</strong> Morgan Beeby</p>
<strong>Species / Specimen:</strong> Campylobacter jejuni</p>
<strong>Strain:</strong> subsp. jejuni 81116</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-66.0°, 66.0°), step: 1.5°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: 15.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> </p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2012-01-02-7/rawdata/</p>12jan02b_motB_0013.st,  Tilt Series (Pixel Size 0.774 nm), 743.2 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2012-01-02-7/rawdata/12jan02b_motB_0013.st"
        > <i class="download icon"></i> Download </a></p>

        12jan02b_motB_0013.rec,  Reconstruction (Pixel Size 0.78 nm), 25.6 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2012-01-02-7/3dimage_22325/12jan02b_motB_0013.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.5281/zenodo.16937113
title: Hatami Configurations: A Computational-Geometry Case Study on Collatz Trajectories

description: We introduce a novel geometric framework for analyzing discrete dynamical sequences by embedding their characteristic points into the Euclidean plane and extracting a consistent set of geometric descriptors. As a case study, we apply this framework to Collatz trajectories, defining what we call the Hatami Configurations and classifying them into distinct geometric types. Using segment lengths, orientation angles, direct distances, and divergence measures, we provide a systematic methodology for geometric classification and statistical evaluation. Our exhaustive computations for every integer 2≤n≤30,000 reveal clear structural patterns, significant differences between prime and composite starting values, and stable scaling relations between initial values and direct distances. Although demonstrated here on the Collatz problem, the methodology illustrates how computational geometry can serve as a general tool to explore number-theoretic and dynamical problems.
DOI: 10.5281/zenodo.16937143
title: AwarenessAI EnterpriseWorld 7DAI Whitepapers

description: This repository houses the official EnterpriseWorld 7DAI 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: 10.22002/q7cww-57j96
title: CHMP1B tubes

description: tomography taken with a smaller defocus of ~2 um
description: <strong>Tilt Series Date:</strong> 2009-06-13</p>
<strong>Data Taken By:</strong> Zhiheng Yu</p>
<strong>Species / Specimen:</strong> CHMP1B tubes</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-64.0°, 64.0°), step: °, constant angular increment, dosage: 130.0 eV/Å²,  defocus: -2.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> </p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zyh2009-06-13-29/rawdata/</p>09jun13a_CHMP1B_036.ali,  Tilt Series (Pixel Size 1.04 nm), 130.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zyh2009-06-13-29/rawdata/09jun13a_CHMP1B_036.ali"
        > <i class="download icon"></i> Download </a></p>

        09jun13a_CHMP1B_036_full.rec,  Reconstruction (Pixel Size 1.04 nm), 608.2 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zyh2009-06-13-29/3dimage_6671/09jun13a_CHMP1B_036_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/kqda2-sgp77
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2013-05-29</p>
<strong>Data Taken By:</strong> Cora Woodward</p>
<strong>Species / Specimen:</strong> Unspecified</p>
<strong>Strain:</strong> None</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.0°, constant angular increment, dosage: 190.0 eV/Å²,  defocus: -6.0 μm,  magnification: 19000x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2013-05-29-16/rawdata/</p>atlas_grid-center_29x29_AT1BT30001.mrc,  Tilt Series (Pixel Size 0.6 nm), 3.3 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2013-05-29-16/rawdata/atlas_grid-center_29x29_AT1BT30001.mrc"
        > <i class="download icon"></i> Download </a></p>

        atlas_grid-center_29x29_AT1BT30001_full.rec,  Reconstruction (Pixel Size 2.4 nm), 602.8 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/dhcev-bjv23
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2013-07-31</p>
<strong>Data Taken By:</strong> Cora Woodward</p>
<strong>Species / Specimen:</strong> Unspecified</p>
<strong>Strain:</strong> None</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.5°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: -6.0 μm,  magnification: 19000x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2013-07-31-11/rawdata/</p>20130730_C165_4_0011.mrc,  Tilt Series (Pixel Size 0.56 nm), 2.2 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2013-07-31-11/rawdata/20130730_C165_4_0011.mrc"
        > <i class="download icon"></i> Download </a></p>

        20130730_C165_4_0011_full.rec,  Reconstruction (Pixel Size 2.24 nm), 516.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2013-07-31-11/3dimage_29156/20130730_C165_4_0011_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/hgx9t-1zw82
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2013-07-30</p>
<strong>Data Taken By:</strong> Cora Woodward</p>
<strong>Species / Specimen:</strong> Unspecified</p>
<strong>Strain:</strong> None</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.5°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: -6.0 μm,  magnification: 19000x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2013-07-30-10/rawdata/</p>20130729_C165_grid4_0020.mrc,  Tilt Series (Pixel Size 0.56 nm), 2.2 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2013-07-30-10/rawdata/20130729_C165_grid4_0020.mrc"
        > <i class="download icon"></i> Download </a></p>

        20130729_C165_grid4_0020_full.rec,  Reconstruction (Pixel Size 2.24 nm), 516.7 MB  
        
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        > <i class="download icon"></i> Download </a></p>