cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xhav22
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Xerces Society - Bumble Bee Watch, San Diego Natural History Museum Entomology Department)",
 "Geometry POLYGON((-117.86671 32.17644,-115.69909 32.17644,-115.69909 33.04311,-117.86671 33.04311,-117.86671 32.17644))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus crotchii",
 "Year 1975-2025"
 ]
}

 The dataset's 1 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003632-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17442280
title: Bengali word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Bengali, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.5281/zenodo.17442281
title: Bengali word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Bengali, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.15468/dl.8jb4bd
title: Occurrence Download

description: A dataset containing 45987335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Country is United States of America",
 "StateProvince is one of (Alabama, Alaska, Arizona, Arkansas, California, Colorado, Connecticut, Delaware, Florida, Georgia, Hawaii, Idaho, Illinois, Indiana, Iowa, Kansas, Kentucky)",
 "Year is greater than or equal to 2023",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 45987335 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003621-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9v8me
title: Occurrence Download

description: A dataset containing 82324 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haemulon plumierii"
 ]
}

 The dataset includes 82324 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003624-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.28393.97122
title: Herramientas aplicadas en análisis de datos y estudios de recarga de acuíferos
DOI: 10.5281/zenodo.17430981
title: Bulgarian word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Bulgarian, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.5281/zenodo.17430982
title: Bulgarian word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Bulgarian, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.15468/dl.4s874v
title: Occurrence Download

description: A dataset containing 6217 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Naupactus cervinus"
 ]
}

 The dataset includes 6217 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003640-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78esm8
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora and fauna surveys in Perak (Malaysia) in 2022"
 ]
}

 The dataset includes 180 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003641-251025141854904/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.30461348
title: ITS, LSU, and rpb2 concatenated alignment of <i>Clavulinopsis </i>subgenus <i>Clavulinopsis</i>

description: <i>Clavulinopsis </i>subgenus <i>Clavulinopsis</i> in temperate North America is revised based on morphological analysis of 73 specimens and phylogenetic analysis of 211 DNA sequences of the nuclear ribosomal rDNA regions (ITS, 28S) and the second largest subunit of the RNA polymerase II (rpb2) from 169 specimens. A majority of specimens and ITS sequences were generated by community scientists. Of the five names previously used in this group, two are maintained (<i>C</i>. <i>appalachiensis </i>and <i>C. aurantiocinnabarina</i>). Seven new species and one variety are described as new: <i>C. appalachiensis </i>var. <i>floridana</i>,<i> C. cancripes, C. cautiocolorata, C. cinderella, C. ebrioexuberans, C. flammula, C. pasimenana,</i> and<i> C. volsiana</i>.<i> </i>A discussion of macro- and micro-morphological characters used for taxonomic determination is given as well as an overview of the limited phylogenetic and biogeographic data currently available.
DOI: 10.6084/m9.figshare.30461348.v1
title: ITS, LSU, and rpb2 concatenated alignment of <i>Clavulinopsis </i>subgenus <i>Clavulinopsis</i>

description: <i>Clavulinopsis </i>subgenus <i>Clavulinopsis</i> in temperate North America is revised based on morphological analysis of 73 specimens and phylogenetic analysis of 211 DNA sequences of the nuclear ribosomal rDNA regions (ITS, 28S) and the second largest subunit of the RNA polymerase II (rpb2) from 169 specimens. A majority of specimens and ITS sequences were generated by community scientists. Of the five names previously used in this group, two are maintained (<i>C</i>. <i>appalachiensis </i>and <i>C. aurantiocinnabarina</i>). Seven new species and one variety are described as new: <i>C. appalachiensis </i>var. <i>floridana</i>,<i> C. cancripes, C. cautiocolorata, C. cinderella, C. ebrioexuberans, C. flammula, C. pasimenana,</i> and<i> C. volsiana</i>.<i> </i>A discussion of macro- and micro-morphological characters used for taxonomic determination is given as well as an overview of the limited phylogenetic and biogeographic data currently available.
DOI: 10.15468/dl.nxzufq
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ochotona curzoniae",
 "Year 2018-2025"
 ]
}

 The dataset includes 99 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003644-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjg58p
title: Occurrence Download

description: A dataset containing 2747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "TaxonKey is Meles meles"
 ]
}

 The dataset includes 2747 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003643-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15595724
title: Enterobacter Phylon Analysis Data

description: Data annotation results for Enterobacter phylon analysis, needed for https://github.com/jtburrows/Enterobacter_pangenome.git.
DOI: 10.15468/dl.fsmtjw
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is dd3fc245-c968-4be4-952d-2086531d490b",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 372 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003646-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94mhww
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "TaxonKey is Atelopus mindoensis"
 ]
}

 The dataset includes 201 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003647-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbv9t5
title: Occurrence Download

description: A dataset containing 5198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia reflexa"
 ]
}

 The dataset includes 5198 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003648-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25493/81j8-0g9
title: BigBrain2 3D whole brain model (v1)

description: This dataset contains the BigBrain2 whole-brain model, a 3D reconstruction at 20µm resolution from digital scans of 7676 coronal histological sections of the brain of a deceased 30 years old, male organ donor. The brain sections were stained for cell bodies using the same procedure as for the original BigBrain whole-brain model ([Amunts et al. 2013](https://doi.org/10.1126/science.1235381)). BigBrain2 will contribute new insight into inter-subject cytoarchitectonic variability. Due to technical advances, BigBrain2 offers better quality staining, favourable to regional segmentation and registration, and contains fewer artifacts through sectioning and staining than the original BigBrain. Same as the original BigBrain, its native space can be used as a common coordinate space (full name: BigBrain2 whole-brain model; short name: BigBrain2; abbreviation: BB2; version: 1.0) to anatomical anchor data at high resolution. An additional image registration of BigBrain2 to the MNI ICBM152 Average Brain Stereotaxic Registration Model (short name: MNI152; version: 2009c, nonlinear, asymmetric) preserves comparability to functional imaging studies.
DOI: 10.5281/zenodo.17362511
title: Replication data for "The Uncertain Policy Price of Scaling Direct Air Capture"

description: Replication data for the paper "The Uncertain Policy Price of Scaling Direct Air Capture":



"inputs" contains the inputs for the Monte Carlo simulation.

"original_order" contains the permutation that reorders "inputs" consistently with the outputs.

"pol_costs_*" contains the policy costs (GDP or consumption) for the two scenarios (NDC and LTS) in Trillion USD (yearly if specified, net present value with 3% discount rate otherwise).

"removed_emissions_*" contains the removed emissions by DAC for the two scenarios (NDC and LTS) in Gigaton of CO2 (yearly if specified, in 2050 otherwise).

"subsidies_*" contains the subsidies distributed for the two scenarios (NDC and LTS) in trillion USD (yearly if specified, net present value with 3% discount rate otherwise).

"subsidies_perc_*" contains the subsidies distributed over carbon tax revenues for the two scenarios (NDC and LTS) in percentage.

"subsidies_avr_*" contains the average subsidies for the two scenarios (NDC and LTS) between 2025 and 2050 in USD/tCO2.
DOI: 10.15468/dl.73xbw6
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Allobates niputidea",
 "Year 2005-2025"
 ]
}

 The dataset includes 147 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003649-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zcskn
title: Occurrence Download

description: A dataset containing 34213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Crassula helmsii, Lithobates catesbeianus, Misgurnus mohoity, Myriophyllum aquaticum, Procambarus clarkii, Procambarus virginalis, Xenopus laevis, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 34213 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003650-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrh6cy
title: Occurrence Download

description: A dataset containing 47403 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haemulon sciurus"
 ]
}

 The dataset includes 47403 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003651-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqq9ee
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Indonesia, Malaysia)",
 "OccurrenceStatus is Present",
 "TaxonKey is Arenga",
 "Year 1970-2025"
 ]
}

 The dataset includes 339 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003652-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17433177
title: Unified Information-Density Theory (UIDT) — A Mathematical Framework for Quantum Yang-Mills

description: The Unified Information-Density Theory (UIDT) is a rigorously constructed mathematical framework addressing the Yang-Mills Existence and Mass Gap Problem, one of the seven Millennium Prize Problems posed by the Clay Mathematics Institute. UIDT extends standard Yang-Mills theory by introducing Information Density as a fundamental physical field, ensuring mathematical completeness and physical plausibility.

1. Explicit construction of a quantum Yang-Mills field on \mathbb{R}^4, satisfying all Wightman axioms of Constructive Quantum Field Theory.

2. Rigorous proof of a positive mass gap: \mathbf{\Delta = 1580 \pm 120} MeV, consistent with Lattice QCD data (95.7% agreement).

3. Renormalization group analysis demonstrating asymptotic safety and theoretical stability at high energies.

4. Phenomenological validation of Glueball spectrum predictions (96.5% agreement with Lattice QCD) and novel experimental signatures testable at facilities such as BESIII, Belle II, and Electron-Ion Colliders.

This framework provides:

UIDT opens a pathway toward formal peer review, experimental verification, and deeper insights into quantum Yang-Mills theory.

Keywords

#TheoreticalPhysics #QuantumFieldTheory #MathematicalPhysics #YangMills #MillenniumPrize #UIDT #Glueballs #LatticeQCD #MassGap #Renormalization #AsymptoticSafety #InformationDensity #HighEnergyPhysics

Overview

1. Mathematical Construction

UIDT integrates Information Density into Yang-Mills theory to ensure a mathematically rigorous Framework



Complete quantum field construction on \mathbb{R}^4.

Satisfies Wightman axioms including GNS Hilbert space construction and Poincaré covariance.


 

2. Rigorous Proof of the Mass Gap



Positive mass gap: \mathbf{\Delta = 1580 \pm 120} MeV.

Matches Lattice QCD results with 95.7% agreement.


 

3. Renormalization and Stability



Renormalization group flow confirms consistency across energy scales.

Evidence of asymptotic safety in the ultraviolet regime.


 

4. Phenomenological Validation



Glueball spectrum aligns with Lattice QCD at 96.5%.

Novel predictions (form factors, information-field signatures) are testable in current/future experiments (BESIII, Belle II, Electron-Ion Colliders).


 

References



Sadun, Lorenzo. Yang-Mills Existence and Mass Gap.

Clay Mathematics Institute. Millennium Prize Problems
DOI: 10.15468/dl.2pgkuu
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "VerbatimScientificName is Centrolene notostictum"
 ]
}

 The dataset includes 166 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003653-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.465y39
title: Occurrence Download

description: A dataset containing 1244 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Some finds of flora and fauna in Kharkiv region"
 ]
}

 The dataset includes 1244 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003654-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3znd8y
title: Occurrence Download

description: A dataset containing 6858 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemiclepsis marginata"
 ]
}

 The dataset includes 6858 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003655-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrshpu
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Limonium hyblaeum",
 "Year 1900-2025"
 ]
}

 The dataset includes 91 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003656-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u79zzy
title: Occurrence Download

description: A dataset containing 2433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus pinchaque"
 ]
}

 The dataset includes 2433 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003659-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g89t4x
title: Occurrence Download

description: A dataset containing 2433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus pinchaque"
 ]
}

 The dataset includes 2433 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003658-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fdcnj
title: Occurrence Download

description: A dataset containing 2433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus pinchaque"
 ]
}

 The dataset includes 2433 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003660-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmx9nb
title: Occurrence Download

description: A dataset containing 2433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus pinchaque"
 ]
}

 The dataset includes 2433 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003661-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.