cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1347463.10fu
title: SH1347463.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1347464.10fu
title: SH1347464.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1347468.10fu
title: SH1347468.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1347474.10fu
title: SH1347474.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1347476.10fu
title: SH1347476.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.ras4km
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"BRA.9.197_2","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005024-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktcvds
title: Occurrence Download

description: A dataset containing 2963508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1981-1981"
 ]
}

 The dataset includes 2963508 records from 2052 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004994-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17182/hepdata.76800.v1/t4
title: "Table 4" of "Multiplicities of charged pions and unidentified charged hadrons from deep-inelastic scattering of muons off an isoscalar target"

description: Multiplicities of unidentified negatively charged hadrons from semi-inclusive deep-inelastic scattering of muons off an isoscalar target, $M^{h^{-}}$, in bins of $x$, $y$, and $z$. Also given are the diffractive vector meson correction to the hadron count, $DVM^{h^{-}}$, and DIS count, $DVM^{DIS}$, as well as the radiative correction factors to the hadron count, $\eta^{h^{-}}$, and DIS count, $\eta^{DIS}$. The correction factors were applied to the raw multiplicity to arrive at the final multiplicity given in the table, $M^{h^{-}}$, as follows:

$M^{h^{-}}$ = $M_{raw}^{h^{-}}$ * $\frac{\eta^{h^{-}}} {\eta^{DIS}}$ * $\frac{ DVM^{h^{-}} } {DVM^{DIS} }$.
description: Multiplicities of charged pions and unidentified hadrons produced in semi-inclusive deep-inelastic scattering were measured in bins of the Bjorken scaling variable $x$, the relative virtual-photon energy $y$ and the relative hadron energy $z$. Data were obtained by the COMPASS Collaboration using a $160$ GeV muon beam and an isoscalar target ($^{6}$LiD). They cover the kinematic domain in the photon virtuality $Q^{2}$ $&gt;$ $1$ (GeV/$c$)$^{2}$, $0.004 &lt; x &lt; 0.4$, $0.2 &lt; z &lt; 0.85$ and $0.1 &lt; y &lt; 0.7$.
DOI: 10.17182/hepdata.76808.v1/t15
title: "Table 15" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: All differential distributions are obtained using the selection described for the transverse momentum distribution of leading lepton (PT(C=LEADING LEPTON)). Costheta is defined as: abs( tanh(DELTA-ETA(C=DILEPTON)/2 )).
description: No description provided.
DOI: 10.5281/zenodo.17497020
title: PantherAI Labeled Video Dataset (video frames and labels)

description: This is a condensed video dataset for the associated article, "PantherAI: an autonomous behavioural monitoring tool for assessing activity budget and space use in a zoo-housed tiger". The dataset is comprised of video frames and their associated behavioural labels from five behavioural categories that can be used to train models and test out functionalities (space use heatmaps and activity budgets) of the PantherAI behavioural monitoring tool. 

 

Class 0 (FEED): 2525 samples  Class 1 (LOCO): 3663 samples    Class 2 (OBMAN): 3057 samples       Class 3 (REST): 1630 samples       Class 4 (STEREO): 3589 samples      14,464 total labeled samplesnames: ["T1_FEED", "T1_LOCO", "T1_OBMAN", "T1_REST", "T1_STEREO"], where FEED is feeding, LOCO is locomotion, OBMAN is object manipulation, REST is resting, and STEREO is stereotypical pacing. 

 

This dataset is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).Use permitted for academic and non-commercial research purposes only.Commercial use is prohibited without explicit permission from the authors.

Additional information can be found on the GitHub repository for this project: https://github.com/lidunnchen/PantherAI
DOI: 10.5281/zenodo.17497019
title: PantherAI Labeled Video Dataset (video frames and labels)

description: This is a condensed video dataset for the associated article, "PantherAI: an autonomous behavioural monitoring tool for assessing activity budget and space use in a zoo-housed tiger". The dataset is comprised of video frames and their associated behavioural labels from five behavioural categories that can be used to train models and test out functionalities (space use heatmaps and activity budgets) of the PantherAI behavioural monitoring tool. 

 

Class 0 (FEED): 2525 samples  Class 1 (LOCO): 3663 samples    Class 2 (OBMAN): 3057 samples       Class 3 (REST): 1630 samples       Class 4 (STEREO): 3589 samples      14,464 total labeled samplesnames: ["T1_FEED", "T1_LOCO", "T1_OBMAN", "T1_REST", "T1_STEREO"], where FEED is feeding, LOCO is locomotion, OBMAN is object manipulation, REST is resting, and STEREO is stereotypical pacing. 

 

This dataset is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).Use permitted for academic and non-commercial research purposes only.Commercial use is prohibited without explicit permission from the authors.

Additional information can be found on the GitHub repository for this project: https://github.com/lidunnchen/PantherAI
DOI: 10.15468/dl.shkqqr
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A chronological catalog of the New World species of Scolopendra L., 1758 (Chilopoda: Scolopendromorpha: Scolopendridae)"
 ]
}

 The dataset includes 134 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015380-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17469361
title: A Collection of 85 Datasets of Buildings and Building Clusters Performing Demand Response – Common Exercise IEA EBC Annex 82

description: This open-access dataset contains 85 simulation datasets of buildings and clusters of buildings performing demand response. These datasets have been generated within the framework of a common exercise of the IEA EBC Annex 82 project: Energy Flexible Buildings Towards Resilient Low Carbon Energy Systems (https://annex82.iea-ebc.org/).

Each dataset is placed inside a dedicated folder with a corresponding case ID. Each dataset contains a metadata file and one or several nomenclature files providing information about the content of the dataset and the characteristics of the case building cluster, and how this data has been generated.

The datasets contain time series of building- and energy-related monitoring variables (e.g., total power demand, grid incentive signal, outdoor temperature, etc.) for reference (ref) scenarios (no demand response activations) and flexible (flex) scenarios (demand response activations).

These datasets are analyzed in a dedicated scientific publication.

More information can be found in the “Dataset_description” file.

The Python file "dataset_treatment_and_analysis.py" is a script that runs a validity verification of the entire collection of datasets and, if all datasets are valid, generates a series of plots with the data from the different datasets. This Python script can be used as a basis to develop further data treatment and analysis processes.

For questions and comments, please contact Hicham Johra: hicham.johra@sintef.no
DOI: 10.5281/zenodo.17469362
title: A Collection of 85 Datasets of Buildings and Building Clusters Performing Demand Response – Common Exercise IEA EBC Annex 82

description: This open-access dataset contains 85 simulation datasets of buildings and clusters of buildings performing demand response. These datasets have been generated within the framework of a common exercise of the IEA EBC Annex 82 project: Energy Flexible Buildings Towards Resilient Low Carbon Energy Systems (https://annex82.iea-ebc.org/).

Each dataset is placed inside a dedicated folder with a corresponding case ID. Each dataset contains a metadata file and one or several nomenclature files providing information about the content of the dataset and the characteristics of the case building cluster, and how this data has been generated.

The datasets contain time series of building- and energy-related monitoring variables (e.g., total power demand, grid incentive signal, outdoor temperature, etc.) for reference (ref) scenarios (no demand response activations) and flexible (flex) scenarios (demand response activations).

These datasets are analyzed in a dedicated scientific publication.

More information can be found in the “Dataset_description” file.

The Python file "dataset_treatment_and_analysis.py" is a script that runs a validity verification of the entire collection of datasets and, if all datasets are valid, generates a series of plots with the data from the different datasets. This Python script can be used as a basis to develop further data treatment and analysis processes.

For questions and comments, please contact Hicham Johra: hicham.johra@sintef.no
DOI: 10.17182/hepdata.76808.v1/t17
title: "Table 17" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the normalised differential distribution for the pt(leading lepton) distribution.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t18
title: "Table 18" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the differential cross section measurements for the transverse momentum distribution of the dilepton system.
description: No description provided.
DOI: 10.15468/dl.pha9qa
title: Occurrence Download

description: A dataset containing 872 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Picea omorica, Picea omorika)"
 ]
}

 The dataset includes 872 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015382-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4fyea
title: Occurrence Download

description: A dataset containing 7183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mysis relicta"
 ]
}

 The dataset includes 7183 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015383-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17182/hepdata.76808.v1/t5
title: "Table 5" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Extrapolation factors AWW and CWW for ee channel.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t6
title: "Table 6" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Extrapolation factors AWW and CWW for mumu channel.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t12
title: "Table 12" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: All differential distributions are obtained using the selection described for the transverse momentum distribution of leading lepton (PT(C=LEADING LEPTON)).
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t14
title: "Table 14" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: All differential distributions are obtained using the selection described for the transverse momentum distribution of leading lepton (PT(C=LEADING LEPTON)).
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t16
title: "Table 16" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the differential cross section measurements for the pt(leading lepton) distribution.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t19
title: "Table 19" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the normalised differential distribution for the transverse momentum distribution of the dilepton system.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t9
title: "Table 9" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Uncertainty on extrapolation factors AWW and CWW for mumu channel.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t20
title: "Table 20" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the differential cross section measurements for the invariant mass of the dilepton system.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t21
title: "Table 21" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the normalised differential distribution for the invariant mass of the dilepton system.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t22
title: "Table 22" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the differential cross section measurements for the difference in azimuthal angle between the two leptons.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t23
title: "Table 23" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the normalised differential distribution for the difference in azimuthal angle between the two leptons.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t24
title: "Table 24" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the differential cross section measurements for the absolute rapidity of the dilepton system.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t25
title: "Table 25" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the normalised differential distribution for the absolute rapidity of the dilepton system.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t26
title: "Table 26" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the differential cross section measurements for costheta distribution of the two leptons.
description: No description provided.
DOI: 10.17182/hepdata.76808.v1/t27
title: "Table 27" of "Measurement of total and differential $W^+W^-$ production cross sections in proton-proton collisions at $\sqrt{s}=$ 8 TeV with the ATLAS detector and limits on anomalous triple-gauge-boson couplings"

description: Bin-to-bin correlation matrix for the normalised differential distribution for the costheta distribution of the two leptons.
description: No description provided.