cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18671278
title: LINGUOCULTURAL AND PRAGMATIC-SEMANTIC ANALYSIS OF BRAND NAMES IN THE ENGLISH LANGUAGE

description: This article analyzes the linguocultural and pragmatic-semantic features of brand names in the English language. The research is aimed at identifying the interrelation between brand names and culture, as well as the influence of national stereotypes and cultural codes on the naming process. Special attention is paid to the perception of English brand names in different linguocultural environments, their semantic interpretation, and pragmatic adaptation. Global and local brand names are compared, and the role of linguocultural markers and the significance of localization processes in brand naming are revealed. The research findings contribute to a deeper understanding of the cultural and communicative mechanisms underlying brand naming.
DOI: 10.7910/dvn/lsu8rh
title: Data for Barriers to institutionalisation of policy analysis: Dynasties, patronage, and elite democracy

description: This includes the raw dataset as well as appendices (descriptives, full correlations, and interaction plots) for the said book chapter.
DOI: 10.5281/zenodo.18671277
title: LINGUOCULTURAL AND PRAGMATIC-SEMANTIC ANALYSIS OF BRAND NAMES IN THE ENGLISH LANGUAGE

description: This article analyzes the linguocultural and pragmatic-semantic features of brand names in the English language. The research is aimed at identifying the interrelation between brand names and culture, as well as the influence of national stereotypes and cultural codes on the naming process. Special attention is paid to the perception of English brand names in different linguocultural environments, their semantic interpretation, and pragmatic adaptation. Global and local brand names are compared, and the role of linguocultural markers and the significance of localization processes in brand naming are revealed. The research findings contribute to a deeper understanding of the cultural and communicative mechanisms underlying brand naming.
DOI: 10.15468/dl.rzgc73
title: Occurrence Download

description: A dataset containing 6889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "Geometry POLYGON((-86.29546 24.91743,-89.71877 22.12192,-94.33157 24.42831,-94.55122 27.94283,-96.85762 31.12785,-104.21613 37.05859,-109.70756 35.96031,-120.04711 35.41116,-120.04711 31.45734,-119.05865 24.97746,-103.00802 15.75186,-90.13946 13.60509,-85.52666 17.55892,-86.29546 24.91743))",
 "TaxonKey is Reithrodontomys megalotis",
 "Year 1970-2026"
 ]
}

 The dataset includes 6889 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005257-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p333wk
title: Occurrence Download

description: A dataset containing 455547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is one of (ECU.22_1, ECU.17_1, ECU.16_1, ECU.18_1, ECU.15_1, ECU.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 455547 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005233-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56esfv
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetralepis fruhstorferi"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005260-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvkkbc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stegonotus sutteri"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005261-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x97r4z
title: Occurrence Download

description: A dataset containing 1580 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus sulcatus"
 ]
}

 The dataset includes 1580 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005258-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/dgwqv.v2
title: New genera and species of Mantispoidea (Insecta, Neuroptera) from the mid-Cretaceous Kachin amber, northern Myanmar
DOI: 10.15468/dl.6pm2t8
title: Occurrence Download

description: A dataset containing 18446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stephanocoenia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18446 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005259-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18751772
title: Data for "The hidden cost of climate-smart agriculture: global trade-offs between soil carbon sequestration and reactive nitrogen losses under no-tillage"

description: Data were analyzed using custom code written in R (version 4.3.0). The code was used in "The hidden cost of climate-smart agriculture: global trade-offs between soil carbon sequestration and reactive nitrogen losses under no-tillage."
DOI: 10.5281/zenodo.18751771
title: Data for "The hidden cost of climate-smart agriculture: global trade-offs between soil carbon sequestration and reactive nitrogen losses under no-tillage"

description: Data were analyzed using custom code written in R (version 4.3.0). The code was used in "The hidden cost of climate-smart agriculture: global trade-offs between soil carbon sequestration and reactive nitrogen losses under no-tillage."
DOI: 10.5281/zenodo.16552769
title: crime dataset
DOI: 10.5281/zenodo.16552770
title: crime dataset
DOI: 10.15468/dl.pnrvn5
title: Occurrence Download

description: A dataset containing 263 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 Asclepias viridis",
 "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 263 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005262-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.674p53
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "Geometry POLYGON((-101.40181 11.28595,-89.90044 14.65853,-85.77437 17.76633,-85.77437 17.76633,-86.8121 27.01931,-88.19571 24.59797,-91.74125 27.88408,-95.9786 31.77552,-103.84795 33.76447,-112.32264 33.76447,-118.7219 35.494,-120.79734 34.45629,-118.11657 30.7378,-112.2992 21.44401,-110.05081 17.55257,-101.40181 11.28595))",
 "TaxonKey is Sciurus niger",
 "Year 1970-2026"
 ]
}

 The dataset includes 234 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005264-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g7vsb
title: Occurrence Download

description: A dataset containing 10590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphonia chlorotica",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10590 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005265-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vk7equ
title: Occurrence Download

description: A dataset containing 2017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is one of (iNaturalist Research-grade Observations, University of North Carolina at Chapel Hill Herbarium: Vascular Plants, North Carolina State University Vascular Plant Herbarium, Appalachian State University, I. W. Carpenter, Jr. Herbarium, Western Carolina University Herbarium, Mecklenburg County Park and Recreation Herbarium, Pl@ntNet observations)",
 "GadmGid is USA.34_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asimina triloba"
 ]
}

 The dataset includes 2017 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005267-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s34yp9
title: Occurrence Download

description: A dataset containing 7512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Batillaria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7512 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005266-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agpftq
title: Occurrence Download

description: A dataset containing 335 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 Asparagus cochinchinensis",
 "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 335 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005268-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdhsa3
title: Occurrence Download

description: A dataset containing 2158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus testiculatus"
 ]
}

 The dataset includes 2158 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005269-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msvgt6
title: Occurrence Download

description: A dataset containing 13979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actinothoe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13979 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005270-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkg2u4
title: Occurrence Download

description: A dataset containing 10678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphonia chrysopasta",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10678 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005271-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7eahcv
title: Occurrence Download

description: A dataset containing 11699 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 Asperula cynanchica",
 "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 11699 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005272-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ykpn7b
title: Carnegie Museum Invertebrate Zoology Collection

description: The arachnid collection of the Invertebrate Zoology collection contains more than 1800 specimens that are prepared, labelled, and ready for study. Invertebrate Zoology&rsquo;s overarching collection&rsquo;s primary strengths are Lepidoptera and Coleoptera but with strong collections in Diptera, Odonata, Heteroptera, Homoptera, Hymenoptera, and Siphonaptera. These collections augment studies by staff, but they are also used for research by hundreds of specialists worldwide where they constitute the basis for numerous scientific publications. These collections benefit present and future generations, and in their immensity comprise a public trust as a unique record of the natural world.
DOI: 10.15468/dl.a8jwsm
title: Occurrence Download

description: A dataset containing 2629 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 Aster alpinus",
 "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 2629 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005274-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7hrvd
title: Occurrence Download

description: A dataset containing 9170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leathesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9170 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005273-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx3ja2
title: Occurrence Download

description: A dataset listing the 20 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Inventario de diversidad y hallazgos de Fauna Silvestre en el marco del proyecto Enel Biodiversa, años 2017 - 2023",
 "TaxonKey is Aves"
 ]
}

 The dataset's 20 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005263-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26030/52fc-ph93
title: Artificial Gravity Attenuates the Transcriptomic Response to Spaceflight in the Optic Nerve and Retina -- Optic nerve data

description: The development of eye pathology is a serious concern for astronauts that spend time in deep space. Microgravity is a major component of the spaceflight environment, which could have adverse effects on ocular health. The use of centrifugation to restore partial or Earth-like gravity in space is a possible countermeasure to mitigate the effects of microgravity on the eye. Therefore, we subjected mice on the International Space Station (ISS) to artificial gravity by centrifugation at 0, 0.33, 0.67, and 1G, and then performed RNA-seq on optic nerve and retinal tissue after returning them to Earth alive. We find that the microgravity environment induces transcriptomic changes in the optic nerve and retina consistent with an increased oxidative stress load, inflammation, apoptosis, and lipid metabolic stress. Adding artificial gravity on board the ISS can attenuate the transcriptomic response to microgravity in a dose-dependent manner. Such attenuation may effectively mitigate spaceflight-induced detrimental effects on ocular tissue. This study hosts optic nerve data, and OSD-758 hosts retina data.
DOI: 10.15468/dl.kkfmsr
title: Occurrence Download

description: A dataset containing 11890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphonia cyanocephala",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11890 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005277-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6u6f5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimerodytes yapingi"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005278-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jdrgs
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimerodytes balteatus"
 ]
}

 The dataset includes 48 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005275-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18749298
title: End-to-end event reconstruction for precision physics at future colliders dataset ML format

description: Dataset used for "End-to-end event reconstruction for precision physics at future colliders"




Derived from HitPF_datageneration, prepared in a machine-learning friendly parquet format, ready to be used with HitPF




Contents* Z--> (qq) q=uds, dataset used for training candidate clustering, we provide 200k events as a sample, the rest are hosted at CERN's EOS (paths in dataset.txt)* Particle gun dataset used for training property regression, we provide 10k events as a sample, the rest are hosted at CERN's EOS (paths in dataset.txt)* Evaluation dataset used for the results section, we provide the full 100k sample used in the paper.




Each .tar file contains the dataset in parquet format with 100 events.




Each dataset consists of events that can be iterated over using the pytorch dataloader provided in XX. Each event has the following information available:






X_track: the input features of tracks in the event

X_hit: the input features of hits in the event

X_gen: the target set of particles

y_gen_track: target label for track hits

y_gen_hit: target label for calo hits


The validation dataset additionally also has this information to compare to the baseline approach:



X_pandora: pandora set of reconstructed particles

pfo_calohit: label of each calo hit in the pandora set

pfo_track: label of each track in the pandora set 





The features availanle in each are described in HitPF_datagenerationThe dataset is split in chunks of 2000 files with 100 events per file.
DOI: 10.15468/dl.7w49vr
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atraphaxis pungens"
 ]
}

 The dataset includes 401 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005279-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18749297
title: End-to-end event reconstruction for precision physics at future colliders dataset ML format

description: Dataset used for "End-to-end event reconstruction for precision physics at future colliders"




Derived from HitPF_datageneration, prepared in a machine-learning friendly parquet format, ready to be used with HitPF




Contents* Z--> (qq) q=uds, dataset used for training candidate clustering, we provide 200k events as a sample, the rest are hosted at CERN's EOS (paths in dataset.txt)* Particle gun dataset used for training property regression, we provide 10k events as a sample, the rest are hosted at CERN's EOS (paths in dataset.txt)* Evaluation dataset used for the results section, we provide the full 100k sample used in the paper.




Each .tar file contains the dataset in parquet format with 100 events.




Each dataset consists of events that can be iterated over using the pytorch dataloader provided in XX. Each event has the following information available:






X_track: the input features of tracks in the event

X_hit: the input features of hits in the event

X_gen: the target set of particles

y_gen_track: target label for track hits

y_gen_hit: target label for calo hits


The validation dataset additionally also has this information to compare to the baseline approach:



X_pandora: pandora set of reconstructed particles

pfo_calohit: label of each calo hit in the pandora set

pfo_track: label of each track in the pandora set 





The features availanle in each are described in HitPF_datagenerationThe dataset is split in chunks of 2000 files with 100 events per file.