cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17009953
title: (MVRS) The Multimodal Virtual Reality Stimuli-based Emotion Recognition Dataset

description: Automatic emotion recognition gained significant importance in the recent decade, especially with the development of artificial intelligence, which has affected our daily lives. Using personalized emotion recognition in healthcare, education, retail, and automotive has high importance these days, which requires proper data in different modalities. On the other hand, data scarcity in some emotion recognition modalities, such as body motion and physiological signals, is vivid, especially when it comes to multimodality. Furthermore, the way a participant is provoked to show emotion is crucial, as it should resemble real-life emotional expression. To do so, one of the most effective methods is to employ Virtual Reality (VR) videos and games. This paper introduces a novel Multimodal Virtual Reality Stimuli-based emotion recognition dataset, or MVRS, which could address the mentioned data scarcity issue. Our dataset contains 13 subjects or participant stimuli using VR videos for relaxation, fear, stress, sadness, and joy emotions. The dataset covers an age range of 12 to 60 in both genders. This dataset is recorded in a small lab in which all participants followed the same data collection protocols and filled out both questionnaires and consent forms. The dataset includes eye tracking, body motion, ElectroMyoGraphy (EMG), and Galvanic Skin Response (GSR) data in various formats. The eye-tracking data is recorded using a Full High-Definition (FHD) webcam placed manually into the VR Head-Mounted Display (HMD). The body motion data is recorded using Microsoft Kinect version 2. Finally, EMG and GSR data are recorded by an Arduino UNO board. All data is recorded simultaneously, with synchronized timestamps, to support clean data for multimodal processing. For each modality, related features are extracted and fused by multimodal fusion techniques (early and late stages) and evaluated using different classifiers and metrics to check the validity and separability of the data.
DOI: 10.7910/dvn/tba9dl
title: Anacardiaceae

description: Conjunto de dados sobre a família botânica Anacardiaceae, coletados a partir de diferentes projetos e parcerias em expedições botânicas na Amazônia brasileira, que auxilam a identificação da biodiversidade da flora amazônica.
DOI: 10.15468/dl.dqgzbj
title: Occurrence Download

description: A dataset containing 85890 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippocrepis emerus"
 ]
}

 The dataset includes 85890 records from 670 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044093-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mqnxy
title: Occurrence Download

description: A dataset containing 694842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sicalis flaveola"
 ]
}

 The dataset includes 694842 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044085-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zfvgz
title: Occurrence Download

description: A dataset containing 9436334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchidaceae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9436334 records from 5720 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044122-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huw7dw
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.03119 28.37728,-110.2846 27.55084,-107.39205 11.02195,-98.85212 5.37458,-78.87971 1.10461,-68.82464 9.23132,-79.56842 21.21476,-86.59319 28.37728,-94.03119 28.37728))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dalbergia tabascana Pittier"
 ]
}

 The dataset includes 202 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024162-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gxn7a
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium pamphilii Arv.-Touv."
 ]
}

 The dataset includes 248 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021394-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h9pck
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthurium griseosessile Croat"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143701-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf6958
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis aurahuacensis Lem."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143703-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuyyak
title: Occurrence Download

description: A dataset containing 1446 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthracothorax viridigula (Boddaert, 1783)"
 ]
}

 The dataset includes 1446 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025788-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfum9v
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum boscii Poir.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 435 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165859-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ct4up
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polydora glycymerica Radashevsky, 1993",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069542-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ik96j5
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nicrophorus japonicus (Harold, 1877)"
 ]
}

 The dataset includes 118 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025789-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ec6nd7
title: Occurrence Download

description: A dataset containing 68438 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asparagus officinalis L."
 ]
}

 The dataset includes 68438 records from 613 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165869-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6ugme
title: Occurrence Download

description: A dataset containing 14 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 Sylvilagus insonus (Nelson, 1904)"
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069547-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gazqu6
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glaucomys sabrinus coloratus Handley, 1953"
 ]
}

 The dataset includes 118 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025790-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whmg97
title: Occurrence Download

description: A dataset containing 877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glyceria grandis S.Watson",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 877 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165947-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zetjrj
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asplenium stellatum Colla"
 ]
}

 The dataset includes 94 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143704-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erwtdm
title: Occurrence Download

description: A dataset containing 7 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 Lepilemur milanoii Louis Jr., Engberg, Lei, Geng, Sommer, Randriamampionona, Randriamanana, Zaonarivelo et al., 2006"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069571-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zktand
title: Occurrence Download

description: A dataset containing 854 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthidops bairdi Ridgway, 1882"
 ]
}

 The dataset includes 854 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025790-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpt2ep
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sceptridium rugulosum (W.H.Wagner) Skoda & Holub",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 103 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176277-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kf5x2b
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Androsace montana (A.Gray) Wendelbo"
 ]
}

 The dataset includes 557 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143705-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bggrxu
title: Occurrence Download

description: A dataset containing 3915 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia rupestris L."
 ]
}

 The dataset includes 3915 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069568-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxxqvs
title: Occurrence Download

description: A dataset containing 1439 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Fossil"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America"
 ]
 },
 {
 "or" : [
 "PublishingOrg is b554c320-0560-11d8-b851-b8a03c50a862",
 "PublishingOrg is 6ea87510-0561-11d8-b851-b8a03c50a862",
 "PublishingOrg is 2b8e48b0-812d-11de-86fe-b8a03c50a862"
 ]
 },
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected"
 ]
 },
 {
 "or" : [
 "DatasetKey is Base de datos de mamíferos de México depositados en colecciones de Estados Unidos y Canadá",
 "DatasetKey is Biodiversidad de los mamíferos en el Estado de Michoacán",
 "DatasetKey is Computarización de las colecciones de vertebrados terrestres de la Escuela Nacional de Ciencias Biológicas, IPN Fase 1: Estado de México, Hidalgo, San Luis Potosí y Tlaxcala",
 "DatasetKey is Biodiversidad mastozoológica del Eje Volcánico Transversal",
 "DatasetKey is Computarización de las colecciones de vertebrados terrestres de la Escuela Nacional de Ciencias Biológicas, IPN - Fases 2",
 "DatasetKey is University of Michigan Museum of Zoology, Division of Mammals",
 "DatasetKey is Biodiversity Research and Teaching Collections - TCWC Vertebrates",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is Actualización de la base de datos del estado de Morelos de la Colección Nacional de Mamíferos del Instituto de Biología, UNAM",
 "DatasetKey is KUBI Mammalogy Collection"
 ]
 },
 {
 "or" : [
 "InstitutionCode is ku",
 "InstitutionCode is ummz",
 "InstitutionCode is tcwc"
 ]
 },
 "TaxonKey is Liomys irroratus (Gray, 1868)"
 ]
}

 The dataset includes 1439 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025791-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frwmkc
title: Occurrence Download

description: A dataset containing 760078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-69.16992 -67.58789,-30.49805 -67.76367,-20.83008 -40.51758,-16.08398 -8.34961,-31.37695 10.45898,-52.29492 29.44336,-72.33398 35.5957,-83.75977 34.7168,-97.29492 29.9707,-100.63477 24.52148,-96.24023 17.31445,-89.73633 16.78711,-84.46289 12.56836,-80.94727 8.70117,-69.16992 10.45898,-62.49023 6.41602,-57.39258 5.36133,-51.24023 -0.26367,-41.74805 -6.06445,-37.35352 -6.76758,-40.51758 -19.07227,-47.02148 -22.23633,-50.88867 -27.68555,-57.39258 -33.66211,-63.54492 -36.47461,-67.58789 -42.09961,-69.87305 -49.83398,-70.40039 -59.85352,-69.16992 -67.58789))",
 "TaxonKey is Malacostraca"
 ]
}

 The dataset includes 760078 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006146-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgae37
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynorkis speciosa Ridl."
 ]
}

 The dataset includes 88 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016304-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5y22g
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum leibergii (Vasey) Scribn.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 108 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165870-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iwmgbr
title: Occurrence Download

description: A dataset containing 2672 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notropis boops Gilbert, 1884"
 ]
}

 The dataset includes 2672 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027583-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7nglp
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pilea pleuroneura Donn.Sm."
 ]
}

 The dataset includes 20 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027583-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctcyjq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugenia oblongata O.Berg"
 ]
}

 The dataset includes 0 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019151-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cu67a7
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra callicarpifolia Elmer"
 ]
}

 The dataset includes 47 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016308-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp4pz3
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larimus effulgens Gilbert, 1898"
 ]
}

 The dataset includes 124 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058574-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ua3ee
title: Occurrence Download

description: A dataset containing 22 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 Chrotogale owstoni Thomas, 1912"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069569-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dau2rv
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elymus sibiricus L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 61 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165910-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqbwxx
title: Occurrence Download

description: A dataset containing 1038 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected"
 ]
 },
 "Year 1990-2019",
 "Geometry POLYGON((-105.68188 20.26632,-105.38306 19.70466,-103.57251 18.25857,-102.83423 18.40874,-101.51587 19.04135,-101.44556 19.93617,-101.60376 20.57931,-102.06079 21.23614,-102.9397 21.72685,-103.85376 21.66151,-105.29517 21.51441,-105.68188 20.26632))",
 "TaxonKey is Catherpes mexicanus (Swainson, 1829)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1038 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025792-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fv8q5z
title: Occurrence Download

description: A dataset containing 3162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvelinus malma (Walbaum, 1792)"
 ]
}

 The dataset includes 3162 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001334-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.