cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17705463
title: Metabolomics LC-MS data supporting the publication: A metabolic atlas of the Klebsiella pneumoniae species complex reveals lineage-specific metabolism and capacity for intra-species

description: Metabolomics LC-MS data supporting the publication: A metabolic atlas of the Klebsiella pneumoniae species complex reveals lineage-specific metabolism and capacity for intra-species.

 

Data is persistently found at: https://store.erc.monash.edu.au/experiment/view/20311/
DOI: 10.5281/zenodo.17705464
title: Metabolomics LC-MS data supporting the publication: A metabolic atlas of the Klebsiella pneumoniae species complex reveals lineage-specific metabolism and capacity for intra-species

description: Metabolomics LC-MS data supporting the publication: A metabolic atlas of the Klebsiella pneumoniae species complex reveals lineage-specific metabolism and capacity for intra-species.

 

Data is persistently found at: https://store.erc.monash.edu.au/experiment/view/20311/
DOI: 10.15468/dl.emxa5u
title: Occurrence Download

description: A dataset containing 4747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-38.73443 -7.89483,-38.42559 -7.88357,-36.92433 -8.00182,-36.70145 -7.88842,-36.21133 -7.74072,-35.58426 -7.46694,-34.81634 -7.54207,-34.70265 -7.15962,-34.96882 -6.49606,-35.39287 -6.58814,-37.09801 -6.54255,-38.19107 -6.29607,-38.763 -6.036,-38.73443 -7.89483))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is 2025"
 ]
}

 The dataset includes 4747 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006699-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs9nuj
title: Occurrence Download

description: A dataset containing 36704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomberomorus regalis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36704 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006700-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvcsjs
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melipona yucatanica"
 ]
}

 The dataset includes 112 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006702-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7082
title: crypto_lob_3m
DOI: 10.15468/dl.dqnqbk
title: Occurrence Download

description: A dataset containing 163455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria japonica",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2016"
 ]
}

 The dataset includes 163455 records from 900 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006687-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17705435
title: Raw data extraction sheet used for the systematic review of pharmacists' contribution to improving vaccination uptake among children: a global systematic review
DOI: 10.5281/zenodo.17705436
title: Raw data extraction sheet used for the systematic review of pharmacists' contribution to improving vaccination uptake among children: a global systematic review
DOI: 10.15468/dl.zty7mc
title: Occurrence Download

description: A dataset containing 2549524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Decapoda",
 "Year 2002-2012"
 ]
}

 The dataset includes 2549524 records from 986 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006665-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68ewhj
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Ageratum microcephalum Hemsl."
 ]
}

 The dataset includes 212 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015840-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8qd36
title: Occurrence Download

description: A dataset containing 101281 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 (Myodes glareolus (Schreber, 1780))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 101281 records from 684 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015833-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axrkrg
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinocystis lobata",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 79 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049331-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs5ncg
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinocystis lobata",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 313 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049332-250811113504898/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/11999115
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.15468/dl.ktmbn5
title: Occurrence Download

description: A dataset containing 1801 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Cetacean distribution in the South Atlantic and South Pacific Ocean (AR-OBIS)"
 ]
}

 The dataset includes 1801 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001430-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1127896
title: Images from a Watching Brief at St John the Baptist Church, Church Road, Bridge End, Eldersfield, Malvern Hills, Worcestershire, July 2023

description: This collection comprises of images from a watching brief carried out by Worcestershire Archaeology in July 2023.
Archaeological monitoring of works was undertaken to restore a collapsed boundary wall in the southeast edge of the churchyard at St John the Baptist Church, Eldersfield, Worcestershire.
The archive includes an image of the disarticulated human remains found.
DOI: 10.34740/kaggle/dsv/11883511
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.r6mtvh
title: Occurrence Download

description: A dataset containing 923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ninia diademata Baird & Girard, 1853"
 ]
}

 The dataset includes 923 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010621-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqg4dq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes microlepis Günther, 1878",
 "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 ((17.949 -34.5253,17.9648 -34.5378,17.9648 -34.1504,17.8905 -34.1504,17.949 -34.5253))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010622-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12012360
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.tdtwcc
title: Occurrence Download

description: A dataset containing 54189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriobotrya japonica"
 ]
}

 The dataset includes 54189 records from 584 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004195-251120083545085/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.30689186
title: Critical Planck Spin Dynamics (CPSD): A Geometric Quantum Spacetime with Zero Free Parameters

description: We present Critical Planck Spin Dynamics (CPSD), a parameter-free theory of quantum spacetime deriving all fundamental constants from pure geometry. <br>KEY RESULTS:- Fine structure constant: α⁻¹ = 137.035999206 (exact to 11 decimals)- Three fermion generations: (30-24)/2 = 3 (geometrically inevitable)- Higgs mass: 125.25 GeV (from holographic projection)- Koide relation: Q = 2/3 (exact)<br>The theory is based on a frustrated cubic lattice at the critical point ε_c = 0.4651 with density ξ_c = φ² where φ = (1+√5)/2 is the golden ratio.<br>FALSIFIABLE PREDICTIONS (2025-2035):- Black hole shadow radius increased by factor φ (Sgr A*: 81 μas vs 50 μas GR) - testable by EHT in 2027- Higgs width: 5.082 MeV (vs 4.07 MeV SM) - testable at HL-LHC- Axion mass: 58.1 μeV - testable by ADMX- LIGO ringdown: golden ratio frequency spacing<br>Master equation: S_CPSD = φ² × S_Bekenstein-Hawking<br>All 26 Standard Model parameters emerge from a single geometric principle with ZERO free parameters. Complete Python verification code included.<br>This work solves the hierarchy problem, explains dark energy as geometric anisotropy, and predicts the universe's ultimate fate as "Big Silence" - eternal expansion at c/φ ≈ 0.618c.
DOI: 10.6084/m9.figshare.30689186.v1
title: Critical Planck Spin Dynamics (CPSD): A Geometric Quantum Spacetime with Zero Free Parameters

description: We present Critical Planck Spin Dynamics (CPSD), a parameter-free theory of quantum spacetime deriving all fundamental constants from pure geometry. <br>KEY RESULTS:- Fine structure constant: α⁻¹ = 137.035999206 (exact to 11 decimals)- Three fermion generations: (30-24)/2 = 3 (geometrically inevitable)- Higgs mass: 125.25 GeV (from holographic projection)- Koide relation: Q = 2/3 (exact)<br>The theory is based on a frustrated cubic lattice at the critical point ε_c = 0.4651 with density ξ_c = φ² where φ = (1+√5)/2 is the golden ratio.<br>FALSIFIABLE PREDICTIONS (2025-2035):- Black hole shadow radius increased by factor φ (Sgr A*: 81 μas vs 50 μas GR) - testable by EHT in 2027- Higgs width: 5.082 MeV (vs 4.07 MeV SM) - testable at HL-LHC- Axion mass: 58.1 μeV - testable by ADMX- LIGO ringdown: golden ratio frequency spacing<br>Master equation: S_CPSD = φ² × S_Bekenstein-Hawking<br>All 26 Standard Model parameters emerge from a single geometric principle with ZERO free parameters. Complete Python verification code included.<br>This work solves the hierarchy problem, explains dark energy as geometric anisotropy, and predicts the universe's ultimate fate as "Big Silence" - eternal expansion at c/φ ≈ 0.618c.
DOI: 10.15468/dl.8bvwej
title: Occurrence Download

description: A dataset containing 13397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "Geometry POLYGON((4.85962 53.19562,4.74535 53.13965,4.68125 53.04174,4.70053 52.99446,4.72732 52.9729,4.80511 52.97902,4.8351 53.00044,4.9158 53.07836,4.93265 53.11102,4.89386 53.17414,4.88398 53.18621,4.85962 53.19562))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Limosa limosa",
 "Year 2020-2025"
 ]
}

 The dataset includes 13397 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004206-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u67rys
title: Occurrence Download

description: A dataset containing 14745 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euonymus latifolius"
 ]
}

 The dataset includes 14745 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004207-251120083545085/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/13840656
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.30688940
title: Utilization of WUT Eden Cluster - User's Questionnaire (Oct 2025 to Nov 2025, 33 responses)

description: Utilization of WUT Eden Cluster - User's QuestionnaireA 41-item questionnaire sent to 50 active users of the Warsaw University of Technology (WUT) Eden cluster, yielding 33 valid responses (66% response rate).Responses were gathered from October to November 2025.<br><b>Ad-hoc and individualized workloads.</b>Only 24% users <i>often</i> run replication packages, while 46% <i>rarely</i> or <i>never</i> do. This highlights the need for adaptive Software Engineering tools - such as environment introspection, configuration linting, and lightweight profilers that can analyze arbitrary user scripts without prior setup. Semgrep or opengrep static analysis can be only a part of this process.<b>Awareness gap.</b>Although queues are often congested, only 29% of users <i>often</i> monitor GPU utilization, and 47% do so <i>rarely</i> or <i>never</i>. Many assume "the scheduler ensures efficiency", or lack convenient metrics during long runs. Thus, inefficiency persists unnoticed - not from unwillingness, but from missing feedback.<b>Conditional readiness.</b>Users express motivation to improve: 88% would adjust configurations if inefficiency was detected, 76% rated dashboards as <i>useful</i>, and 82% valued training materials. The issue is therefore not resistance but the absence of mechanisms.
DOI: 10.6084/m9.figshare.30688940.v1
title: Utilization of WUT Eden Cluster - User's Questionnaire (Oct 2025 to Nov 2025, 33 responses)

description: Utilization of WUT Eden Cluster - User's QuestionnaireA 41-item questionnaire sent to 50 active users of the Warsaw University of Technology (WUT) Eden cluster, yielding 33 valid responses (66% response rate).Responses were gathered from October to November 2025.<br><b>Ad-hoc and individualized workloads.</b>Only 24% users <i>often</i> run replication packages, while 46% <i>rarely</i> or <i>never</i> do. This highlights the need for adaptive Software Engineering tools - such as environment introspection, configuration linting, and lightweight profilers that can analyze arbitrary user scripts without prior setup. Semgrep or opengrep static analysis can be only a part of this process.<b>Awareness gap.</b>Although queues are often congested, only 29% of users <i>often</i> monitor GPU utilization, and 47% do so <i>rarely</i> or <i>never</i>. Many assume "the scheduler ensures efficiency", or lack convenient metrics during long runs. Thus, inefficiency persists unnoticed - not from unwillingness, but from missing feedback.<b>Conditional readiness.</b>Users express motivation to improve: 88% would adjust configurations if inefficiency was detected, 76% rated dashboards as <i>useful</i>, and 82% valued training materials. The issue is therefore not resistance but the absence of mechanisms.
DOI: 10.15468/dl.5c2djp
title: Occurrence Download

description: A dataset containing 9420 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euonymus oxyphyllus"
 ]
}

 The dataset includes 9420 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004208-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrc8cv
title: Occurrence Download

description: A dataset containing 279222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2003-2018"
 ]
}

 The dataset includes 279222 records from 356 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004196-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avtj7u
title: Occurrence Download

description: A dataset containing 1046 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ascaris lumbricoides"
 ]
}

 The dataset includes 1046 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004209-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79r87f
title: Occurrence Download

description: A dataset containing 4651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Czechia",
 "Month is one of (March, April, May)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hirundo rustica",
 "Year 2023-2023"
 ]
}

 The dataset includes 4651 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004210-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkjb4q
title: Occurrence Download

description: A dataset containing 492268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euonymus europaeus"
 ]
}

 The dataset includes 492268 records from 2329 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004203-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42drku
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "CoordinateUncertaintyInMeters 0.0-500.0",
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Myotis bechsteinii",
 "Year 1990-2025"
 ]
}

 The dataset includes 656 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030983-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17601036
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251113n Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251113n Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17601035
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251113n Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251113n Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.gzvhpc
title: Occurrence Download

description: A dataset containing 695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Korea, Republic of)",
 "TaxonKey is Scytosiphon lomentaria",
 "Year 2010-2025"
 ]
}

 The dataset includes 695 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030986-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmabbm
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "OccurrenceId" : [
 "is one of (http://www.botanicalcollections.be/specimen/BR0000024625098, http://www.botanicalcollections.be/specimen/BR0000024625081, http://www.botanicalcollections.be/specimen/BR0000027752517V, http://www.botanicalcollections.be/specimen/BR0000005176267)"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030984-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2hxn8c
title: CCDC 2321443: Experimental Crystal Structure Determination

description: Related Article: Hadjer Missoum, Yazid Datoussaid, Boulanouar Messaoudi, Julio Seijas, M.Pilar Vázquez-Tato, Gilbert Kirsch, Noureddine Choukchou-braham|2025|Chemistry of Heterocyclic Compounds|61|246|doi:10.1007/s10593-025-03410-x
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.