cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z9yyev
title: Occurrence Download

description: A dataset containing 40391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia vulgaris",
 "Year 2006-2026"
 ]
}

 The dataset includes 40391 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021114-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t29sx8
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zeylanicobdella arugamensis"
 ]
}

 The dataset includes 108 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021115-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.medmmy
title: Occurrence Download

description: A dataset containing 527 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Causus lichtensteinii"
 ]
}

 The dataset includes 527 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021116-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r4chg
title: Occurrence Download

description: A dataset listing the 1969 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations)",
 "Geometry POLYGON((175.21737 -37.84557,175.34814 -37.84557,175.34814 -37.71565,175.21737 -37.71565,175.21737 -37.84557))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1969 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021117-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v357n8
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021113-260208012135463/datasets/export for details.
DOI: 10.15468/dl.9gmupf
title: Occurrence Download

description: A dataset containing 51666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marenzelleria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51666 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021112-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18653198
title: The Water-Matrix Lattice as the Substance of Space-Time part 2: The Holographic Water-Matrix Lattice: SU(2) Strong Coupling, Israel Junction Conditions, and the 350 nm Boundary as Physical Proof of the Holographic Principle **G. Ramsey Holmes

description: Abstract**

We demonstrate that the holographic principle is not a mathematical abstraction but a physical

process operating through the water-matrix lattice at a measurable optical boundary. The proof

proceeds through five interlocking results. First, the asymmetric hydrogen bonding rule

confirmed by Hunger et al. (2024) at the Max Planck Institute for Polymer Research — one

strong bond and one weak bond per molecule, invariant across all phases, temperatures, and

densities — constitutes empirical evidence of non-perturbative dynamics in the lattice,

establishing the strong coupling regime. Second, modern research in SU(2) lattice gauge theory

independently demonstrates that strongly coupled SU(2) systems undergo dimensional

reduction in which entanglement entropy of the lattice seeds three-dimensional geometry from

lower-dimensional encoding, producing results structurally identical to holographic duality

through AdS/CFT correspondence. Third, the water lattice at 350 nm (3.54 eV), corresponding

precisely to the sp³ hybridization energy of the water molecule, achieves zero-reflectivity,

functioning as a perfect blackbody antenna that captures rather than reflects incoming energy.

This zero-loss encoding surface satisfies the operational definition of a holographic screen

whose information density is bounded by the Bekenstein-Hawking entropy relation S = A/4l²

P.

_

Fourth, the Schwarzschild metric derived from the refractive index profile of the strained

water-matrix lattice under radial compression from a concentrated mass — previously

demonstrated by Holmes (2025) — constitutes the bulk gravitational description whose

boundary dual is the 350 nm spectral encoding. The refractive index n(r) = (1 − 2GM/c²r)^(−1/2)

determines both the bulk spacetime geometry and the spectral transmission properties at the

boundary, establishing bidirectional reconstruction: bulk determines boundary, boundary

reconstructs bulk. Fifth, the Israel junction conditions [K⁺

ₐᵦ] − [K⁻

ₐᵦ] = −8πG(Sₐᵦ − ½hₐᵦS) govern

the discontinuity in extrinsic curvature across the gravastar shell, providing the galactic-scale

boundary at which this holographic encoding operates. The gravastar — a gravitational vacuum

condensate star possessing a physical time-like surface rather than a null event horizon —

replaces the singular interior of conventional compact object models with structured mat
DOI: 10.5281/zenodo.18653197
title: The Water-Matrix Lattice as the Substance of Space-Time part 2: The Holographic Water-Matrix Lattice: SU(2) Strong Coupling, Israel Junction Conditions, and the 350 nm Boundary as Physical Proof of the Holographic Principle **G. Ramsey Holmes

description: Abstract**

We demonstrate that the holographic principle is not a mathematical abstraction but a physical

process operating through the water-matrix lattice at a measurable optical boundary. The proof

proceeds through five interlocking results. First, the asymmetric hydrogen bonding rule

confirmed by Hunger et al. (2024) at the Max Planck Institute for Polymer Research — one

strong bond and one weak bond per molecule, invariant across all phases, temperatures, and

densities — constitutes empirical evidence of non-perturbative dynamics in the lattice,

establishing the strong coupling regime. Second, modern research in SU(2) lattice gauge theory

independently demonstrates that strongly coupled SU(2) systems undergo dimensional

reduction in which entanglement entropy of the lattice seeds three-dimensional geometry from

lower-dimensional encoding, producing results structurally identical to holographic duality

through AdS/CFT correspondence. Third, the water lattice at 350 nm (3.54 eV), corresponding

precisely to the sp³ hybridization energy of the water molecule, achieves zero-reflectivity,

functioning as a perfect blackbody antenna that captures rather than reflects incoming energy.

This zero-loss encoding surface satisfies the operational definition of a holographic screen

whose information density is bounded by the Bekenstein-Hawking entropy relation S = A/4l²

P.

_

Fourth, the Schwarzschild metric derived from the refractive index profile of the strained

water-matrix lattice under radial compression from a concentrated mass — previously

demonstrated by Holmes (2025) — constitutes the bulk gravitational description whose

boundary dual is the 350 nm spectral encoding. The refractive index n(r) = (1 − 2GM/c²r)^(−1/2)

determines both the bulk spacetime geometry and the spectral transmission properties at the

boundary, establishing bidirectional reconstruction: bulk determines boundary, boundary

reconstructs bulk. Fifth, the Israel junction conditions [K⁺

ₐᵦ] − [K⁻

ₐᵦ] = −8πG(Sₐᵦ − ½hₐᵦS) govern

the discontinuity in extrinsic curvature across the gravastar shell, providing the galactic-scale

boundary at which this holographic encoding operates. The gravastar — a gravitational vacuum

condensate star possessing a physical time-like surface rather than a null event horizon —

replaces the singular interior of conventional compact object models with structured mat
DOI: 10.15468/wgxcbt
title: Aphyllophorales Fennoscandiae orientalis

description: Aphyllophorales Fennoscandiae orientalis
DOI: 10.34740/kaggle/dsv/14852651
title: 🇰🇷 🇰🇵 Reddit r/Korea Subreddit Dataset 2026
DOI: 10.6084/m9.figshare.31343287
title: AlphaFast: Rapid AlphaFold 3 Inference with GPU-Accelerated Homology Search

description: AlphaFold 3 (AF3) relies on slow, CPU-bound multiple sequence alignment (MSA). We introduce AlphaFast, a replacement for AF3 that integrates MMSeqs2-GPU homology search to eliminate this bottleneck. AlphaFast reaches a 68.5 X speedup in MSA construction and a 22.8 Xspeedup in end-to-end inference on a single GPU. On four GPUs, AlphaFast achieves a throughput of 8 seconds per input while maintaining statistically indistinguishable predictive performance. AlphaFast is also made available to those without computational resources at a cost of less than $0.04 per input.
DOI: 10.6084/m9.figshare.31343287.v1
title: AlphaFast: Rapid AlphaFold 3 Inference with GPU-Accelerated Homology Search

description: AlphaFold 3 (AF3) relies on slow, CPU-bound multiple sequence alignment (MSA). We introduce AlphaFast, a replacement for AF3 that integrates MMSeqs2-GPU homology search to eliminate this bottleneck. AlphaFast reaches a 68.5 X speedup in MSA construction and a 22.8 Xspeedup in end-to-end inference on a single GPU. On four GPUs, AlphaFast achieves a throughput of 8 seconds per input while maintaining statistically indistinguishable predictive performance. AlphaFast is also made available to those without computational resources at a cost of less than $0.04 per input.
DOI: 10.15468/pfng2f
title: KUO Hemiptera collections

description: Dried specimens
DOI: 10.15468/dl.f73tww
title: Occurrence Download

description: A dataset containing 493923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ondatra zibethicus",
 "DatasetKey is one of (VMM - Rat control occurrences in Flanders, Belgium, Muskrat captures in Flanders, Belgium, MICA - Muskrat occurrences collected by RATO in East Flanders, Belgium, MICA - Muskrat occurrences collected by VMM in Flanders, Belgium, RATO - Daily operations commissioned by the province East Flanders, Belgium)"
 ]
}

 The dataset includes 493923 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021119-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nuumw4
title: Occurrence Download

description: A dataset containing 3797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "TaxonKey is Oxypogon stuebelii"
 ]
}

 The dataset includes 3797 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021122-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18653257
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Joseph H. Camin, http://www.wikidata.org/entity/Q81120951. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q81120951
DOI: 10.5517/ccdc.csd.cc2d8wq9
title: CCDC 2213081: Experimental Crystal Structure Determination

description: Related Article: Min Yu, Dan-Xia Xing, Jun He, Wen-Xiang Zhou, Zhong-Xiang Zhao, Wei Zeng||Phytochemistry|246||doi:10.1016/j.phytochem.2026.114827
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.cc2qhkrk
title: CCDC 2517409: Experimental Crystal Structure Determination

description: Related Article: Nikita Gupta, Francoise Roquet-Baneres, Natacha Henry, Amit Anand, Pascal Roussel, Laurent Kremer, Vipan Kumar|2026|Bioorg.Chem.|173||doi:10.1016/j.bioorg.2026.109644
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.z2frk4
title: Occurrence Download

description: A dataset containing 2730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Colombia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Continent derived from coordinates",
 "TaxonKey is Oxypogon guerinii"
 ]
}

 The dataset includes 2730 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021123-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3kgw5
title: Occurrence Download

description: A dataset containing 235736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Boloria selene"
 ]
}

 The dataset includes 235736 records from 762 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021120-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/6bzxza
title: Bryophyte Herbarium (H): Herbarium Fennoscandiae orientalis

description: Bryophyte collections of the Botanical Museum, University of Helsinki (H): East Fennoscandian herbarium
DOI: 10.15468/dl.sv49kh
title: Occurrence Download

description: A dataset containing 28889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Boloria titania"
 ]
}

 The dataset includes 28889 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021125-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txtuky
title: Occurrence Download

description: A dataset containing 54478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Steromphala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 54478 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021121-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/nkhxt9
title: TUR Bryophyte collections of the Turku University

description: Bryophyte collections of the Turku University Herbarium (TUR)
DOI: 10.15468/dl.wf5st6
title: Occurrence Download

description: A dataset containing 139374 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer rubrum"
 ]
}

 The dataset includes 139374 records from 453 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021118-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy3tx8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysopera combinans (Walker, 1857)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209066-220831081235567/datasets/export for details.
DOI: 10.15468/dl.fhz64e
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koanophyllon lobatifolia (Cabrera) R.M.King & H.Rob."
 ]
}

 The dataset includes 24 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001419-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9szxr6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penicillaria maculata Butler, 1889",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209060-220831081235567/datasets/export for details.
DOI: 10.15468/dl.w9utr3
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.5_2",
 "TaxonKey is Amphibia",
 "Year 2000-2022"
 ]
}

 The dataset includes 421 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229199-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7xtyh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gunnerales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257501-220831081235567/datasets/export for details.
DOI: 10.15468/dl.nqpwf7
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dasytes Paykull, 1799",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209061-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53ue3s
title: Occurrence Download

description: A dataset containing 89300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Corvus albus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 89300 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067890-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm8zut
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Russian Federation",
 "GadmGid is RUS.30_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Vipera berus (Linnaeus, 1758)",
 "Year 2013-2022"
 ]
}

 The dataset's 1 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229195-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stb9za
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Percopsiformes",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257643-220831081235567/datasets/export for details.
DOI: 10.15468/dl.bdkkrw
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Ghana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salmonella enterica"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256468-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4fyg3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metaclisa Jacquelin du Val, 1861",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209067-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11082114
title: Dataset of "Hysteresis, Rectification and Relaxation Times of Nanofluidic Pores for Neuromorphic Circuit Applications"

description: This dataset supports the article published in Advanced Physics Research:

"Hysteresis, Rectification and Relaxation Times of Nanofluidic Pores for Neuromorphic Circuit Applications"

 

Raw data for the article "Hysteresis, Rectification and Relaxation Times of Nanofluidic Pores for Neuromorphic Circuit Applications". For further details see the readme.txt file.
DOI: 10.5281/zenodo.11082115
title: Dataset of "Hysteresis, Rectification and Relaxation Times of Nanofluidic Pores for Neuromorphic Circuit Applications"

description: This dataset supports the article published in Advanced Physics Research:

"Hysteresis, Rectification and Relaxation Times of Nanofluidic Pores for Neuromorphic Circuit Applications"

 

Raw data for the article "Hysteresis, Rectification and Relaxation Times of Nanofluidic Pores for Neuromorphic Circuit Applications". For further details see the readme.txt file.
DOI: 10.15468/dl.4mgxhd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Artemisia thellungiana Pamp."
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001421-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.