cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aa3sh2
title: Occurrence Download

description: A dataset containing 140967 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyla arborea"
 ]
}

 The dataset includes 140967 records from 1016 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038132-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qxwxf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Beta macrocarpa",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009669-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17186754
title: Transcriptomic dataset of Caco-2 cells treated with urolithin A or DicloUA vs control

description: This dataset contains raw transcriptomic results obtained from RNA-seq analysis of Caco-2 cells treated with urolithin A–diclofenac conjugates versus control or urolithin A vs control. The table includes mean normalized counts, log2 fold changes, p-values, and adjusted p-values for differentially expressed genes. These data were generated to investigate the effect of urolithin A conjugation with NSAIDs on intestinal barrier function, as reported in Korczak et al., Urolithin A conjugation with NSAIDs inhibits its glucuronidation and maintains improvement of Caco-2 monolayers' barrier function, Biomedicine & Pharmacotherapy (2023).
DOI: 10.5281/zenodo.17186755
title: Transcriptomic dataset of Caco-2 cells treated with urolithin A or DicloUA vs control

description: This dataset contains raw transcriptomic results obtained from RNA-seq analysis of Caco-2 cells treated with urolithin A–diclofenac conjugates versus control or urolithin A vs control. The table includes mean normalized counts, log2 fold changes, p-values, and adjusted p-values for differentially expressed genes. These data were generated to investigate the effect of urolithin A conjugation with NSAIDs on intestinal barrier function, as reported in Korczak et al., Urolithin A conjugation with NSAIDs inhibits its glucuronidation and maintains improvement of Caco-2 monolayers' barrier function, Biomedicine & Pharmacotherapy (2023).
DOI: 10.15468/dl.qkyumw
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Dryopteris sieboldii)"
 ]
}

 The dataset includes 650 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009670-250920141307145/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/13150381
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.34740/kaggle/dsv/13150386
title: Daftar Pengadilan Indonesia
DOI: 10.71819/xzbhki
title: PELD - MANP | Saúde das árvores grandes em bordas de fragmentos de floresta estacional semidecidual, norte do Paraná, Brasil

description: O desmatamento e consequente fragmentação da Mata Atlântica promove uma combinação de efeitos que pode afetar a saúde e sobrevivência de árvores com DAP maior ou igual a 50 cm. Monitoramos indicadores de saúde para esses indivíduos e a relação entre os efeitos de borda e esses indicadores de saúde.
DOI: 10.15468/dl.q24rv4
title: Occurrence Download

description: A dataset containing 5859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Mexico",
 "DatasetKey is A global database for the distributions of crop wild relatives",
 "Geometry POLYGON((-103.87461 19.82109,-100.18794 19.82109,-100.18794 23.37421,-103.87461 23.37421,-103.87461 19.82109))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5859 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009672-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h2z86
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis petersii"
 ]
}

 The dataset includes 322 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009677-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pc44v
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia argyrophylla"
 ]
}

 The dataset includes 34 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009675-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pahgxv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blitum capitatum",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009680-250920141307145/datasets/export for details.
DOI: 10.15468/dl.b8epnu
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blitum capitatum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009679-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17186821
title: Closure Law reframing + unified falsification framework.
DOI: 10.5281/zenodo.17186822
title: Closure Law reframing + unified falsification framework.
DOI: 10.15468/dl.3wkkck
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Dryopteris pycnopteroides)"
 ]
}

 The dataset includes 229 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009678-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/2cdqvi
title: Topological Acoustic Synapse

description: Here is the data and codes for the manuscript and supplementory information
DOI: 10.5281/zenodo.17186693
title: Quantum Landauer–Error-Correction Equality (QLE) and Qubit Energy Score (QES): A Unified Framework for Thermodynamic Costs in Quantum Error Correction

description: This report introduces the Quantum Landauer–Error-Correction Equality (QLE) and the Qubit Energy Score (QES). QLE generalizes Landauer’s principle to quantum error correction, linking entropy exchange and coherent information with minimal energetic cost. QES is a practical metric (joules per logical qubit and bits per logical qubit) allowing laboratories to benchmark the energetic efficiency of fault-tolerant quantum computing.

The document contains:





Full theoretical derivation of QLE




Practical definitions of QES




Simulation results (surface codes)




Experimental proposals (calorimetry at millikelvin scales)




Discussion of impact, limitations, and future outlook
DOI: 10.5281/zenodo.17186692
title: Quantum Landauer–Error-Correction Equality (QLE) and Qubit Energy Score (QES): A Unified Framework for Thermodynamic Costs in Quantum Error Correction

description: This report introduces the Quantum Landauer–Error-Correction Equality (QLE) and the Qubit Energy Score (QES). QLE generalizes Landauer’s principle to quantum error correction, linking entropy exchange and coherent information with minimal energetic cost. QES is a practical metric (joules per logical qubit and bits per logical qubit) allowing laboratories to benchmark the energetic efficiency of fault-tolerant quantum computing.

The document contains:





Full theoretical derivation of QLE




Practical definitions of QES




Simulation results (surface codes)




Experimental proposals (calorimetry at millikelvin scales)




Discussion of impact, limitations, and future outlook
DOI: 10.34740/kaggle/dsv/13147048
title: Freelance skills from job description(2.7M+, 2024)
DOI: 10.15468/dl.upu384
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis petersii"
 ]
}

 The dataset includes 322 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009681-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6hz57
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blitum capitatum",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009682-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpm3kc
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis petersii"
 ]
}

 The dataset includes 322 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009684-250920141307145/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.27765630.v1
title: Data

description: The evolution of feeding performance traits is often thought to reflect adaptation to environmental pressures, but the role of constraint and trade-offs with other traits is more rarely explored. Here, we focus on feeding performance in pachycephalosaurs, a group of Late Cretaceous dinosaurs known for their cranial dome. The latter trait is thought to be a sociosexual display structure, but we hypothesize that its presence constrained the available space for jaw adductor musculature and reduced the angle of these muscles, thereby reducing feeding performance. We test this hypothesis by reconstructing the cranial musculature of five phylogenetically and temporally diverse dinosaurs: two basal ornithischians (Heterodontosaurus tucki, Lesothosaurus diagnosticus), one basal ornithopod (Hypsilophodon foxii), one basal ceratopsian (Psittacosaurus lujiatunensis), and a pachycephalosaur (Stegoceras validum). Our model of <i>Stegoceras validum</i> – the first for any pachycephalosaur – suggests that its feeding performance was much closer to that of basal ornithischians and ornithopods than expected for a derived Late Creataceous taxon, and contrary to the derived feeding performance of <i>Psittacosaurus lujiatunensis</i>, another marginocephalian. We hypothesize that sociosexual display structures in pachycephalosaurs constrained them to a more plesiomorphic low-fibre herbivore niche. This may thus constitute one of the first examples of sociosexual signalling constraining the evolution of feeding traits.
DOI: 10.15468/dl.kwgs7r
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Dryopteris namegatae)"
 ]
}

 The dataset includes 235 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009685-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6rfqm
title: Occurrence Download

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

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009686-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjf4qx
title: Occurrence Download

description: A dataset containing 388821 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-114.30321 51.06809,-114.09007 51.06809,-114.09007 51.17364,-114.30321 51.17364,-114.30321 51.06809))"
 ]
}

 The dataset includes 388821 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009592-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9285s7vpch
title: LINF_270025900

description: Mitoribosomal protein mS49; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9285s7vpch.2
title: LINF_270025900

description: Mitoribosomal protein mS49; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9fdwv5xgwm
title: LINF_270025700

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9fdwv5xgwm.1
title: LINF_270025700

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/tnythm53rz
title: LINF_270025600

description: Trypanothione synthetase (TRYS); Leishmania infantum (strain JPCM5)
DOI: 10.17632/tnythm53rz.2
title: LINF_270025600

description: Trypanothione synthetase (TRYS); Leishmania infantum (strain JPCM5)
DOI: 10.17632/krr8pdbs5h
title: LINF_270025300

description: Dual specificity protein phosphatase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/krr8pdbs5h.1
title: LINF_270025300

description: Dual specificity protein phosphatase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9v4t44p279
title: LINF_270025200

description: GTP binding domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9v4t44p279.1
title: LINF_270025200

description: GTP binding domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/h3txnkwnmj
title: LINF_270024500

description: Frag1/DRAM/Sfk1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/h3txnkwnmj.1
title: LINF_270024500

description: Frag1/DRAM/Sfk1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/6cryybn26d
title: LINF_270023500

description: Strumpellin; Leishmania infantum (strain JPCM5)
DOI: 10.17632/6cryybn26d.1
title: LINF_270023500

description: Strumpellin; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ddkzptcn5n
title: LINF_270022900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ddkzptcn5n.1
title: LINF_270022900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/97kpts23ns
title: LINF_270022800

description: Amino acid transporter | AAT24.2; Leishmania infantum (strain JPCM5)
DOI: 10.17632/97kpts23ns.2
title: LINF_270022800

description: Amino acid transporter | AAT24.2; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mc3gjy5gwj
title: LINF_270022650

description: Acyltransferase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mc3gjy5gwj.1
title: LINF_270022650

description: Acyltransferase; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17186724
title: Catalogue of photoidentification images of common dolphins (Delphinus delphis) from the Bay of Algeciras–Gibraltar, 2017–2020 (PDF files)

description: This dataset contains four PDF files with the catalogue of photo-identification images of common dolphins (Delphinus delphis) in the Bay of Algeciras–Gibraltar, compiled from surveys conducted between 2017 and 2020. The PDFs include dorsal fin photographs of adult individuals; photographs of all captures and recaptures of each individual, as well as the observed putative mother–calf pairs. These files constitute the first photo-identification catalogue of the species in this area and provide the visual material that complements the Excel datasets.
DOI: 10.15468/dl.697rpv
title: Occurrence Download

description: A dataset containing 12037 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Monitoreo satelital de condor andino (Vultur gryphus) en Ecuador, Observation.org, Nature data from around the World, VERTEBRADOS DE VALOR ESPECIAL EN ÁREAS PROTEGIDAS DE LA ARGENTINA, Registros de presencia de Cóndor andino en áreas naturales protegidas del SINANPE, Perú, Registros biológicos en áreas protegidas obtenidos de documentos impresos, iNaturalist Research-grade Observations, Registro de avistamientos de fauna durante recorridos de control y vigilancia en el Parque Nacional Antisana, Plan de vertebrados de la Patagonia, Macaulay Library Audio and Video Collection)",
 "TaxonKey is Vultur gryphus"
 ]
}

 The dataset includes 12037 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009687-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pr7dsd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009688-250920141307145/datasets/export for details.
DOI: 10.15468/dl.xbq5wq
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blitum capitatum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009691-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csfd5g
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis petersii"
 ]
}

 The dataset includes 322 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009693-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p14hj3ic
title: Data for A 3-D Seismic Velocity Model for Cascadia with Shallow Soils & Topography, Version 1.7

description: This data release contains three netCDF4 files containing grid points of P- and S-wave seismic velocities in Cascadia. This model is an update to Stephenson et al. (2017) Open-File Report 2017-1152, and contains a newly added shallow soil model and optional user-specified topography. A description of the model and its development is provided in the associated Open-File Report. The grid points are given in Universal Transverse Mercator (UTM) Zone 10T, and the grid point depths are given in meters below sea level. The model region extends approximately from 40.2°N to 50°N latitude, and from 121°W to 129°W longitude. The maximum depth of the model region is 59,400 meters. The netCDF4 files range in size from approximately 750 megabytes to 6.2 gigabytes. Water offshore the Pacific Coast is assigned a value of -999 for both the P- and S-wave velocities.

References: 

Stephenson, W.J., Reitman, N.G., and Angster, S.J., 2017, P- and S-wave velocity models incorporating the Cascadia subduction zone for 3D earthquake ground motion simulations, version 1.6—Update for Open-File Report 2007–1348 (ver. 1.1, Sept. 10, 2019): U.S. Geological Survey Open-File Report 2017–1152, 17 p., https://doi.org/10.3133/ofr20171152. [Supersedes USGS Open-File Report 2007–1348.]
DOI: 10.15468/dl.gvbzw5
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Dryopteris indusiata)"
 ]
}

 The dataset includes 453 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009692-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17185655
title: AMULETY example data

description: BCR and TCR datasets for AMULETY tutorial.
DOI: 10.5281/zenodo.17186858
title: AMULETY example data

description: BCR and TCR datasets for AMULETY tutorial.
DOI: 10.5281/zenodo.15305813
title: mirzaakhi/UL-ECE-DDoS-H-IoT-Datasets2025: Initial release of UL-ECE-DDoS-H-IoT2025 datasets (April 2025)

description: This is the initial release of two benchmark datasets designed for DDoS attack detection in Healthcare IoT (H-IoT) environments:



UL-ECE-MQTT-DDoS-H-IoT2025: Simulated using Cooja with MQTT traffic

UL-ECE-UDP-DDoS-H-IoT2025: Simulated using ns-3 with UDP traffic


Each dataset includes:



Raw simulation logs (except for the large UDP file, available upon request)

Preprocessed CSV files

Python preprocessing scripts


Please cite the following if you use the datasets:

@article{akhi2025tcn,
  title={TCN-Based DDoS Detection and Mitigation in 5G Healthcare-IoT: A Frequency Monitoring and Dynamic Threshold Approach},
  author={Akhi, Mirza and Eising, Ciarán and Dhirani, Lubna Luxmi},
  journal={IEEE Access},
  year={2025},
  publisher={IEEE}
}
DOI: 10.5281/zenodo.15305814
title: mirzaakhi/UL-ECE-DDoS-H-IoT-Datasets2025: Initial release of UL-ECE-DDoS-H-IoT2025 datasets (April 2025)

description: This is the initial release of two benchmark datasets designed for DDoS attack detection in Healthcare IoT (H-IoT) environments:



UL-ECE-MQTT-DDoS-H-IoT2025: Simulated using Cooja with MQTT traffic

UL-ECE-UDP-DDoS-H-IoT2025: Simulated using ns-3 with UDP traffic


Each dataset includes:



Raw simulation logs (except for the large UDP file, available upon request)

Preprocessed CSV files

Python preprocessing scripts


Please cite the following if you use the datasets:

@article{akhi2025tcn,
  title={TCN-Based DDoS Detection and Mitigation in 5G Healthcare-IoT: A Frequency Monitoring and Dynamic Threshold Approach},
  author={Akhi, Mirza and Eising, Ciarán and Dhirani, Lubna Luxmi},
  journal={IEEE Access},
  year={2025},
  publisher={IEEE}
}