cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ba242d
title: Occurrence Download

description: A dataset containing 99405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyanocitta stelleri (Gmelin, 1788)",
 "Year 2016-2016"
 ]
}

 The dataset includes 99405 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012956-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5y5uaf
title: Occurrence Download

description: A dataset containing 24441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Salvia pratensis L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 24441 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012981-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2q9s7r
title: Occurrence Download

description: A dataset containing 2639 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SEWBReC Worms (South East Wales)"
 ]
}

 The dataset includes 2639 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034598-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qsqu3
title: Occurrence Download

description: A dataset containing 57338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Armenia",
 "Year 1978-2023"
 ]
}

 The dataset includes 57338 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034597-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14238204
title: Table 2: Loading of the participants on the three Factors. (An 'X' indicates a defining sort.)

description: Table 2 identifies those Q-sorts that exemplify a given factor to a statistically sufficient degree. The first factor explains the highest level of variance in the dataset. It is then removed or, in the parlance of Q methodology, ‘extracted’ from the dataset, leaving the residual Q-sorts to be compared for commonality (variance). The second factor explains the second highest level of variance of the remaining Q-sorts; this process is continued until all of the variance in the dataset is accounted for by the factors. The variance for Factor 1 is 25%, meaning that it represents 25% of the commonality among the Q-sorts.
DOI: 10.5281/zenodo.14238205
title: Table 2: Loading of the participants on the three Factors. (An 'X' indicates a defining sort.)

description: Table 2 identifies those Q-sorts that exemplify a given factor to a statistically sufficient degree. The first factor explains the highest level of variance in the dataset. It is then removed or, in the parlance of Q methodology, ‘extracted’ from the dataset, leaving the residual Q-sorts to be compared for commonality (variance). The second factor explains the second highest level of variance of the remaining Q-sorts; this process is continued until all of the variance in the dataset is accounted for by the factors. The variance for Factor 1 is 25%, meaning that it represents 25% of the commonality among the Q-sorts.
DOI: 10.15468/dl.j5kt4q
title: Occurrence Download

description: A dataset containing 1784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Aruba",
 "Year 1978-2023"
 ]
}

 The dataset includes 1784 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034600-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxevw3
title: Occurrence Download

description: A dataset containing 211586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Tropicos MO Specimen Data",
 "TaxonKey is Polypodiopsida"
 ]
}

 The dataset includes 211586 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034596-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu5qg8
title: Occurrence Download

description: A dataset containing 6700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Urera baccifera (L.) Gaudich."
 ]
}

 The dataset includes 6700 records from 335 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034602-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnxu6k
title: Occurrence Download

description: A dataset containing 1350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is CR",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata",
 "Year 1995-2015"
 ]
}

 The dataset includes 1350 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034603-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngsk7u
title: Occurrence Download

description: A dataset containing 2653980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Branta canadensis (Linnaeus, 1758)",
 "Year is 2023",
 "HasCoordinate is True"
 ]
}

 The dataset includes 2653980 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034599-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39s64m
title: Occurrence Download

description: A dataset containing 3781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata",
 "Year 1995-2015"
 ]
}

 The dataset includes 3781 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034604-241126133413365/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.27997184
title: Fluimucil as a neuroprotective, is there anything new? Bibliometric study from 1996 to 2024

description: <b>Open Science Framework: PRISMA checklist & Flow Diagram: </b>Fluimucil as a neuroprotective, is there anything new? Bibliometric study from 1996 to 2024
DOI: 10.6084/m9.figshare.27997184.v2
title: Fluimucil as a neuroprotective, is there anything new? Bibliometric study from 1996 to 2024

description: <b>Open Science Framework: PRISMA checklist & Flow Diagram: </b>Fluimucil as a neuroprotective, is there anything new? Bibliometric study from 1996 to 2024
DOI: 10.6084/m9.figshare.27997184.v1
title: Fluimucil as a neuroprotective, is there anything new? Bibliometric study from 1996 to 2024DOI:

description: <b>Open Science Framework: PRISMA checklist & Flow Diagram: </b>Fluimucil as a neuroprotective, is there anything new? Bibliometric study from 1996 to 2024
DOI: 10.15468/dl.g8fryg
title: Occurrence Download

description: A dataset containing 7323335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Australia",
 "Year 1978-2023"
 ]
}

 The dataset includes 7323335 records from 941 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034601-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npgfw7
title: Occurrence Download

description: A dataset containing 5826 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 Anoda cristata (L.) Schltdl."
 ]
}

 The dataset includes 5826 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019101-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kz4cb
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemitrichus seniculus (Nees, 1834)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019102-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15046994
title: SAFE-NID: Self-Attention with Normalizing-Flow Encodings for Network Intrusion Detection Dataset

description: These datasets provide packet-level labeling of the payloads in the CIC-IDS-2017 and UNSW-NB15 network intrusion detection datasets. A full discussion of the data processing can be found in our Transactions on Machine Learning Research journal paper SAFE-NID: Self-Attention with Normalizing-Flow Encodings for Network Intrusion Detection. Code for additional processing and experimentation can be found here. The UNSW-NB15 dataset contains over 50 million non-empty payloads coming from nine attack classes with benign background traffic. The CIC-IDS-2017 dataset contains over 30 million non-empty payloads coming from fourteen attack classes with benign background traffic. Both datasets are highly imbalanced, with 20-25x more benign packets than malicious ones.
DOI: 10.5281/zenodo.15046995
title: SAFE-NID: Self-Attention with Normalizing-Flow Encodings for Network Intrusion Detection Dataset

description: These datasets provide packet-level labeling of the payloads in the CIC-IDS-2017 and UNSW-NB15 network intrusion detection datasets. A full discussion of the data processing can be found in our Transactions on Machine Learning Research journal paper SAFE-NID: Self-Attention with Normalizing-Flow Encodings for Network Intrusion Detection. Code for additional processing and experimentation can be found here. The UNSW-NB15 dataset contains over 50 million non-empty payloads coming from nine attack classes with benign background traffic. The CIC-IDS-2017 dataset contains over 30 million non-empty payloads coming from fourteen attack classes with benign background traffic. Both datasets are highly imbalanced, with 20-25x more benign packets than malicious ones.
DOI: 10.15468/dl.45gaqp
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chile, Argentina)",
 "TaxonKey is Halyomorpha halys (Stål, 1855)"
 ]
}

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019095-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4ysju
title: Occurrence Download

description: A dataset containing 6812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "TaxonKey is Lama glama (Linnaeus, 1758)",
 "Year 1970-2025"
 ]
}

 The dataset includes 6812 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019103-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcvd9q
title: Occurrence Download

description: A dataset containing 576 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 Aquilegia viridiflora Pall."
 ]
}

 The dataset includes 576 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019104-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njj96w
title: Occurrence Download

description: A dataset containing 1621 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphenodon punctatus (Gray, 1842)"
 ]
}

 The dataset includes 1621 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019105-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/4896
title: Ira-1B
DOI: 10.57967/hf/4627
title: Ira-1B
DOI: 10.15468/dl.wrvdm9
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudarrhenatherum pallens (Link) Holub",
 "Year 2010-2025"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019109-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44sw2u
title: Occurrence Download

description: A dataset containing 4737 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Birgus latro (Linnaeus, 1767)"
 ]
}

 The dataset includes 4737 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019108-250310093411724/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/11106456
title: teaLeafBD: Tea Leaf Disease Detection
DOI: 10.15468/dl.s4m8az
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hellula phidilealis Walker, 1859",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 228 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019111-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cttp5f
title: Occurrence Download

description: A dataset containing 1621 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphenodon punctatus (Gray, 1842)"
 ]
}

 The dataset includes 1621 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019110-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nd27t
title: Occurrence Download

description: A dataset containing 3502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "TaxonKey is Oryx gazella (Linnaeus, 1758)",
 "Year 1970-2025"
 ]
}

 The dataset includes 3502 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019112-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38fdrw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Cistus clusii Dunal"
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019114-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyadt4
title: Occurrence Download

description: A dataset containing 3204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus arenarius L."
 ]
}

 The dataset includes 3204 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019113-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14445594
title: Probing the Properties of Locally Formed Solid-Electrolyte Interphases on Hard Carbon Anodes Raw Data

description: Raw Data of the Publication: "Probing the Properties of Locally Formed Solid-Electrolyte Interphases on Hard Carbon Anodes" 

Salimeh Saleh,[a] Sven Daboss,[a] Tom Philipp,[a] David Schäfer[b], Marcus Rohnke,[b] and Christine Kranz *[a]

[a]    Dr. Salimeh Saleh, Dr. Sven Daboss, Tom Philipp, Prof. Dr. Christine KranzInstitute of Analytical and Bioanalytical Chemistry (IABC)Ulm University, Albert-Einstein-Allee 11, 89081 Ulm (Germany)

     E-mail: christine.kranz@uni-ulm.de

[b]    David Schäfer, Prof. Dr. Marcus Rohnke

     Institute of Physical Chemistry and Center for Materials ResearchJustus Liebig University Giessen, Heinrich-Buff-Ring 17, 35392 Giessen (Germany)
DOI: 10.5281/zenodo.14445595
title: Probing the Properties of Locally Formed Solid-Electrolyte Interphases on Hard Carbon Anodes Raw Data

description: Raw Data of the Publication: "Probing the Properties of Locally Formed Solid-Electrolyte Interphases on Hard Carbon Anodes" 

Salimeh Saleh,[a] Sven Daboss,[a] Tom Philipp,[a] David Schäfer[b], Marcus Rohnke,[b] and Christine Kranz *[a]

[a]    Dr. Salimeh Saleh, Dr. Sven Daboss, Tom Philipp, Prof. Dr. Christine KranzInstitute of Analytical and Bioanalytical Chemistry (IABC)Ulm University, Albert-Einstein-Allee 11, 89081 Ulm (Germany)

     E-mail: christine.kranz@uni-ulm.de

[b]    David Schäfer, Prof. Dr. Marcus Rohnke

     Institute of Physical Chemistry and Center for Materials ResearchJustus Liebig University Giessen, Heinrich-Buff-Ring 17, 35392 Giessen (Germany)
DOI: 10.15468/dl.guza8n
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Las tortugas marinas y sus playas de anidación en México"
 ]
}

 The dataset includes 243 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019115-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvf2xv
title: Occurrence Download

description: A dataset containing 3179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hellula undalis (Fabricius, 1781)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3179 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019116-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwvz6j
title: Occurrence Download

description: A dataset containing 181678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arctostaphylos uva-ursi (L.) Spreng.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 181678 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019098-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ujwks
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "StateProvince is Utah",
 "TaxonKey is Tamarix ramosissima Ledeb.",
 "Year 2007-2025"
 ]
}

 The dataset includes 82 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019117-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5kebf
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudarrhenatherum pallens (Link) Holub",
 "Year 2010-2025"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019119-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26030/ga0p-2817
title: BRIC-23 GeneLab Process Verification Test: Staphylococcus aureus transcriptomic, proteomic, and metabolomic data

description: Microbes interact with humans in complex ways and understanding how they respond to the spaceflight environment is important to the success of future manned spaceflight missions. The BRIC-23 mission was designed to measure the response of Bacillus subtilis and Staphylococcus aureus to the spaceflight environment. This experiment aimed to produce high quality omics data from B. subtilis and S. aureus grown aboard the International Space Station (ISS) to allow comparison to matched ground controls. There were two primary objectives for this experiment: (1) Demonstrate all post-flight processes and operations required for successful completion of GeneLab Reference Missions conducted on ISS, and (2) Generate high quality GeneLab Reference Mission omics data sets for two prokaryotic model organisms, Bacillus subtilis and Staphylococcus aureus. Freezing Control Experiment: The BRIC hardware has significant thermal inertia, thus the freezing rate of samples placed at -80 C is quite slow. This could affect RNA-sequencing, proteomic and metabolic data sets. In an effort to understand how slow freezing could affect these data sets, a control experiment was designed in which B. subtilis and S. aureus were grown in petri plates and either slow frozen to -80 C at a rate matching the BRIC-23 spaceflight samples or processed immediately to harvest RNA and protein. B.subtilis omics data is deposited in GLDS-138.