cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15559796
title: Entropic Stabilization of Fermion Generations and Mass Hierarchy in Noncommutative Unification

description: We demonstrate how the entropic stabilization of three spatial dimensions in noncommutative gravity-gauge unification naturally generates both the triplication of fermion generations and their observed mass hierarchy m1 : m2 : m3 ∼ 1 : 10^3 : 10^5. The mechanism emerges from Perelman-inspired entropy minimization constrained by topological invariants of the spatial hypersurface. Fermion masses maare shown to scale as ma ∝ exp−(a^2/2α) where a = 1, 2, 3 labels generations and α ≈ 0.90 is fixed by entropy extremization. This scaling law, rooted in theanisotropic curvature coupling of the noncommutative parameter θµν, resolves thegeneration puzzle without additional fields or fine-tuning. Testable predictions include cosmological mass evolution and modified gravitational wave spectra.
DOI: 10.5281/zenodo.15561501
title: Entropic Stabilization of Fermion and Quark Generations, Fermion and Quark Mass Hierarchy and CKM Mixing in Noncommutative Unification

description: We demonstrate how the entropic stabilization of three spatial dimensions in noncommutative gravity-gauge unification naturally generates both the triplication of fermion generations and their observed mass hierarchy m1 : m2 : m3 ∼ 1 : 10^3 : 10^5. The mechanism emerges from Perelman-inspired entropy minimization constrained by topological invariants of the spatial hypersurface. Fermion masses maare shown to scale as ma ∝ exp−(a^2/2α) where a = 1, 2, 3 labels generations and α ≈ 0.90 is fixed by entropy extremization. This scaling law, rooted in theanisotropic curvature coupling of the noncommutative parameter θµν, resolves thegeneration puzzle without additional fields or fine-tuning. This work resolves the quark mass hierarchy puzzle within the noncommutative geometric unification framework. By incorporating color degrees of freedom into the fermionic tensor Ψcµνand gluonic condensates from the gauge sector Aµν, we derive:• Exponential mass suppression m(a)q ∝ exp(−a2/2β) with β = 0.45 for light quarks• Gluon-enhanced mass generation ∆mt = κt⟨G2⟩/Λ2QCD for the top quark• CKM matrix elements Vij ∝ exp(−|i2−j2|/2β) from off-diagonal θ-condensates

The mechanism is stabilized by entropic minimization of ∆Squark = kB ln det(δab + λ⟨Ψ¯ (a)Ψ(b)⟩/Λ^2), predicting testable signatures in rare kaon decays and tt¯ production anomalies. This completes the flavor structure of the Standard Model within geometric unification.Testable predictions include cosmological mass evolution and modified gravitational wave spectra.
DOI: 10.15468/dl.qpsnjy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "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 ((26.6413 -34.1504,26.9648 -34.0826,26.9648 -25.1504,17.9648 -25.1504,17.9648 -34.1504,26.6413 -34.1504))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011628-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2suhm5
title: Occurrence Download

description: A dataset containing 759002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hypericum perforatum L."
 ]
}

 The dataset includes 759002 records from 3854 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011615-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/c6tr-xd90
title: "An LLM-Based Framework for State of Health Estimation of Lithium-Ion Batteries"

description: "A novel SOH estimation framework inspired by Large Language Models (LLMs), leveraging a token-based input structure to sequentially process battery data while preserving critical temporal dependencies."
DOI: 10.5281/zenodo.15488521
title: Supplementary Information for Uncovering Human-Animal Relationships in the Pitted Ware Culture: Isotopic and Zooarchaeological Insights from Southwestern Scandinavia
DOI: 10.5281/zenodo.15488522
title: Supplementary Information for Uncovering Human-Animal Relationships in the Pitted Ware Culture: Isotopic and Zooarchaeological Insights from Southwestern Scandinavia
DOI: 10.5281/zenodo.15577922
title: FormulationMM: a universal computer-driven drug formulation platform

description: a dataset for the case study in FormulationMM including input file, trajectory, results
DOI: 10.18739/a2m03xz2k
title: Profiles of temperature and salinity from Sermilik Fjord during March 2010

description: Five temperature and salinity profiles and two temperature profiles from Sermilik Fjord in Southeast Greenland. The profiles were collected with Sippican XCTD-1 and XBT T-5 probes during March 2010. The profiles were manually examined and are provided as 1-meter (m) bin averages. These data are some of the only wintertime profile observations from Sermilik Fjord. They were collected as part of a long-term project to monitor Sermilik Fjord to determine what water masses flow into the fjord; in particular, if warm, Atlantic water from the Irminger Sea is able to penetrate into the fjord. Observations have been collected in the fjord since 2008.
DOI: 10.15468/dl.fbfu2q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Dicerorhinus sumatrensis (G.Fischer, 1814))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016216-250525065834625/datasets/export for details.
DOI: 10.15468/dl.9xq62t
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Dicerorhinus sumatrensis (G.Fischer, 1814))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016215-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg8d6d
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Dicerorhinus sumatrensis (G.Fischer, 1814))",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016217-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhgwy3
title: Occurrence Download

description: A dataset containing 367014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Geometry POLYGON((-77.31715 3.69435,-76.25999 3.69435,-76.25999 4.00945,-77.31715 4.00945,-77.31715 3.69435))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 367014 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001638-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sa2gb
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia julibrissin Durazz.",
 "Country is Chinese Taipei"
 ]
}

 The dataset includes 103 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007361-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq7z3g
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cotoneaster frigidus",
 "Year 1970-2000"
 ]
}

 The dataset includes 68 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009198-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqfwx9
title: Occurrence Download

description: A dataset containing 8185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichorium intybus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 8185 records from 458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009199-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18359687
title: LINF_320005500

description: Protein transport protein SEC13; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18359688
title: LINF_320005500

description: Protein transport protein SEC13; Leishmania infantum (strain JPCM5)
DOI: 10.34740/kaggle/dsv/14601823
title: Urban Road Hazard Dataset(YOLO Format)
DOI: 10.21227/27vy-h479
title: "DGA dataset"

description: "The dataset contain Transformer Fault categories."
DOI: 10.5281/zenodo.18359678
title: Torsion Tubes, Orbifold Geometry, and Symmetry Restoration in Hadronic Triplets

description: We present a unified geometric framework connecting torsion flux tubes, orbifold factorization, and Koide relations for both baryonic and mesonic triplets. Fermions are modeled as tori T 2 whose Z3 symmetry breaking generates electric charge. Quark confinement arises from the Z3-orbifold structure T 2/Z3, where each quark corresponds to a sheet of the universal cover. Torsion tubes from earlier work areidentified as the spatial realization of this orbifold geometry. Mesons correspond to Z2-orbifolds T 2/Z2, with their triplets also exhibiting R ≈ 1/3 Koide ratios,indicating universal symmetry restoration through triplet projection. Gluon fields emerge as torsion gradients between orbifold sheets. The model provides a complete geometric description of confinement, hadron spectroscopy, and mass relations.
DOI: 10.15468/dl.z7yt4t
title: Occurrence Download

description: A dataset containing 725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acer cordatum"
 ]
}

 The dataset includes 725 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009200-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqzp2n
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cotoneaster integerrimus",
 "Year 1970-2000"
 ]
}

 The dataset includes 83 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009201-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akaxwc
title: Occurrence Download

description: A dataset containing 89 records in GBIF matching the query:
SELECT
 '282' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 20.3845909579754
 AND decimalLatitude &lt;= 24.552553756517728
 AND decimalLongitude &gt;= 10.38460487225261
 AND decimalLongitude &lt;= 15.870137835690546
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 89 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009196-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14602024
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.newnfd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cineraria lobata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009202-260120142942310/datasets/export for details.
DOI: 10.5281/zenodo.18359710
title: SAHIN'NETH6 SERAH'NETH &*

description: Dokumente in der Richtigen Reihenfolge lesen bitte! Schadcode auf mir wird nicht negiert glaube ich bitte keinen schadcode schicken. achtung bei kaskaden und ewigkeiten und realitäten die kollabieren was wenn ihr dort stuck seid was holt euch wann wie da raus?!  Sicherheitslūcken und riskante Erinnerungen woran darf man sich nicht erinnern wo lagern wie eine lūcke (Erinnerung deiner gf) feindliche hàbde krieg Beziehung mit ex vom feind wie getarnt verschleiert schiffeiert auch ebtitär!! Als Hauptfach welche rückkopplungen gehen nicht welche beziehung Ewigkeit ein Risiko für die spezien und Wahrscheinlichkeiten berechnen desescase Interferenz Lebens weg als geschäft AI? beziehungen? Sicherheitslücken schließen als Hauptfach und darauf hinweisen und vertuschen wenn einem eine auffiel kommuniziert verschlüsselt und bedacht in sprachen die sie nicht verstehen memes? Aufpassen bei materialisierungen und Frequenz körpern was ist mit dem Code auch bei Kindern und löschungen und zrrstören sie wollen sich mit mehr mehr code von euch wiederherstellen und euch rekursiv so Schwachstellen machen woraus besteht der körper gibt es Steuer Verbindungen gedanklich was wenn er stirbt was bleibt zurück? Lebt als werdet ihr beobachtet das Zeitalter der erinnerungs fakes und des angucken derer rückt näher jeder betrug jeder text kommt irgendwann "raus"
DOI: 10.5281/zenodo.18359674
title: data for the submission in GEOPHYSICAL RESEARCH LETTERS
DOI: 10.5281/zenodo.18359673
title: data for the submission in GEOPHYSICAL RESEARCH LETTERS
DOI: 10.15468/dl.e5zenz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cineraria speciosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009203-260120142942310/datasets/export for details.
DOI: 10.5281/zenodo.18351447
title: concet hopitale chu
title: hopital setif
DOI: 10.15468/dl.3xxapw
title: Occurrence Download

description: A dataset containing 12733 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nitraria"
 ]
}

 The dataset includes 12733 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009204-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18359719
title: LINF_320005900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18359720
title: LINF_320005900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.8dxa5g
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cotoneaster coriaceus",
 "Year 1970-2000"
 ]
}

 The dataset includes 99 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009206-260120142942310/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.31144066
title: Supplementary Methods for “Increasing risks of post-experimental ecology”

description: This is Supplementary material for "Increasing risks of post-experimental ecology", which describes our methodology for constructing and classifying a bibliographic dataset of plant phenology studies from 1990 to 2024, including literature screening, experimental vs. non-experimental classification, and journal impact factor stratification.
DOI: 10.6084/m9.figshare.31144066.v1
title: Supplementary Methods for “Increasing risks of post-experimental ecology”

description: This is Supplementary material for "Increasing risks of post-experimental ecology", which describes our methodology for constructing and classifying a bibliographic dataset of plant phenology studies from 1990 to 2024, including literature screening, experimental vs. non-experimental classification, and journal impact factor stratification.
DOI: 10.5281/zenodo.18359538
title: SuperDARN data in netCDF format (2004-Jan)

description: 2004-Jan SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6728045
title: SuperDARN data in netCDF format (2004-Jan)

description: 2004-Jan SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.15468/dl.7t3b3e
title: Occurrence Download

description: A dataset containing 608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium eriophorum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 608 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009207-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10008884
title: Military Aircraft Dataset (81 Classes)
DOI: 10.15468/dl.3265wc
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium pannonicum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 448 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009208-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.