cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15078557
title: Mediapipe based Preprocessed VGGFace2 Dataset

description: VGGFace2 Dataset and Face Mesh PreprocessingIntroductionThe VGGFace2 dataset is a large-scale face recognition dataset containing over 3.31 million images of 9,131 identities, with an average of 362 images per identity. The dataset is designed to include extensive variations in pose, age, illumination, ethnicity, and profession, making it one of the most diverse and challenging face recognition datasets available. For more details, please refer to the original publication:VGGFace2: A dataset for recognizing faces across pose and age - DOI: 10.48550/arXiv.1710.08092

Preprocessing Using MediaPipe 3D Face MeshOn this dataset, we applied the MediaPipe-based 3D face mesh algorithm to accurately detect faces while removing all background elements, including hair. Our preprocessing strictly retained facial landmarks, ensuring that only the essential facial features were preserved. This approach significantly enhanced the accuracy and generalization of our model, as the model was trained exclusively on landmark-based facial data.

Training and PerformanceThe preprocessed data was utilized to train Xception model, which resulted in remarkably accurate outcomes due to the strictly landmark-based facial representation. The model demonstrated robust performance including explainable-AI, proving that eliminating unnecessary background elements contributed positively to its efficiency and reliability.

CitationIf you use this dataset or the preprocessed version in your work, please cite both of the following:

VGGFace2 Dataset:

@article{Cao2018VGGFace2,    title={VGGFace2: A dataset for recognizing faces across pose and age},    author={Cao, Qiong and Shen, Li and Xie, Weidi and Parkhi, Omkar M and Zisserman, Andrew},    journal={arXiv preprint arXiv:1710.08092},    year={2018}}  

DOI: [10.48550/arXiv.1710.08092](https://doi.org/10.48550/arXiv.1710.08092)  Preprocessed Dataset using MediaPipe:@dataset{Shah2025_MediaPipe_FaceMesh,    title={MediaPipe-based 3D Face Mesh Preprocessed VGGFace2 Dataset},    author={Shah, Syed Taimoor Hussain and Shah, Syed Adil Hussain and Zamir, Ammara and Qayyum, Kainat and Shah, Syed Baqir Hussain and Fatima, Syeda Maryam and Deriu, Marco Agostino},    year={2025},    doi={10.5281/zenodo.15078557}}  DOI: [10.5281/zenodo.15078557](https://doi.org/10.5281/zenodo.15078557)  

ContactFor any questions or further details, please feel free to contact us.Syed Taimoor Hussain ShahPolitoBIOMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, ItalyEmail: taimoor.shah@polito.itORCID: 0000-0002-6010-6777
DOI: 10.15468/dl.qdadyj
title: Occurrence Download

description: A dataset containing 756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diphysa carthagenensis Jacq.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 756 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000031-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7447nv
title: Occurrence Download

description: A dataset containing 223729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Mimus gilvus (Vieillot, 1808)"
 ]
}

 The dataset includes 223729 records from 370 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000004-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82ucsz
title: Occurrence Download

description: A dataset containing 128902171 species occurrences available in GBIF matching the query:
{
 "Continent" : [
 "is South America"
 ]
}

 The dataset includes 128902171 records from 9667 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025351-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yawq6h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Herbstia nitida Manning & Holthuis, 1981)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070099-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87pm2s
title: Occurrence Download

description: A dataset containing 16 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 Nectophrynoides minutus Perret, 1972"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043292-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb3tbc
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Narcissus albicans (Haw.) Spreng."
 ]
}

 The dataset includes 184 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045363-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kybxj6
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Glossophaga soricina (Pallas, 1766)"
 ]
}

 The dataset includes 165 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263948-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va5zd4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microstegium stapfii (Hook.f.) A.Camus"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040123-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eq2pr6
title: Occurrence Download

description: A dataset containing 50 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 Hyperolius nasicus Laurent, 1943"
 ]
}

 The dataset includes 50 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043297-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9w4nd7
title: Occurrence Download

description: A dataset containing 4605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.91182 1.48757,-78.47193 1.13213,-77.56495 0.61086,-77.47712 0.36935,-76.90126 0.27038,-76.56834 0.27937,-76.40638 0.39634,-76.59533 0.94517,-76.7213 1.28702,-76.77529 1.70077,-76.96424 2.04251,-77.36914 2.50103,-77.71106 2.63586,-78.13395 2.65384,-78.3319 2.63586,-78.99607 1.87869,-78.91182 1.48757))",
 "HasGeospatialIssue is false",
 "TaxonKey is Pipridae"
 ]
}

 The dataset includes 4605 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261407-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjbjsd
title: Occurrence Download

description: A dataset containing 149064 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hipparchia semele Linnaeus, 1758"
 ]
}

 The dataset includes 149064 records from 578 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045257-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hczmtv
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynopotamus atratoensis (Eigenmann, 1907)"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263940-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2kwz4
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mediodactylus orientalis (Stepánek, 1937)"
 ]
}

 The dataset includes 409 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043301-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv4gct
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia nikoleana Luer & J.Portilla"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020202-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pa4zgk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "TaxonKey is Hydrophilidae"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040128-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wd674d
title: Occurrence Download

description: A dataset containing 81 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 Phrynobatrachus tokba (Chabanaud, 1921)"
 ]
}

 The dataset includes 81 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043305-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epw72e
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia plectranthoides Griff.",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 363 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261411-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpupp4
title: Occurrence Download

description: A dataset containing 16122 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ZMH Mammalia collection"
 ]
}

 The dataset includes 16122 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020930-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tg57p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microstegium steenisii Jansen"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040125-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzry9a
title: Occurrence Download

description: A dataset containing 37 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 Amietia tenuoplicata (Pickersgill, 2007)"
 ]
}

 The dataset includes 37 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043312-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyeta4
title: Occurrence Download

description: A dataset containing 1840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "Country is one of (United States of America, Canada, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Formica argentea Wheeler, 1912"
 ]
}

 The dataset includes 1840 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004879-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwezk7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taeniophyllum bryoides (Schltr.) Kocyan & Schuit."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040149-230530130749713/datasets/export for details.
DOI: 10.15468/dl.8rr2dg
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia rubiginosa Königer"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020337-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e78237
title: Occurrence Download

description: A dataset containing 290 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 Boana picturata (Boulenger, 1899)"
 ]
}

 The dataset includes 290 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043313-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gzera
title: Occurrence Download

description: A dataset listing the 123 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 {
 "or" : [
 "Geometry POLYGON((-123.143 47.034,-123.068 47.034,-123.068 47.073,-123.143 47.073,-123.143 47.034))",
 "Geometry POLYGON((-123.143 47.034,-123.068 47.034,-123.068 47.065,-123.143 47.065,-123.143 47.034))"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 123 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261398-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8qx62
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA)",
 "TaxonKey is Androcymbium europaeum (Lange) K.Richt."
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040130-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtn48z
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pimelodella macrocephala (Miles, 1943)"
 ]
}

 The dataset includes 156 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263949-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.945cn4
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berthelinia limax (Kawaguti & Baba, 1959)",
 "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 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043322-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f79haa
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia cynica Dunn",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 135 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261417-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z566p7
title: Occurrence Download

description: A dataset containing 1227 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Swiftia pallida Madsen, 1970, Atrina fragilis (Pennant, 1777))"
 ]
}

 The dataset includes 1227 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040135-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7rcrn
title: Occurrence Download

description: A dataset containing 16145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-78.95798 -2.05202,-77.14279 -2.05202,-77.14279 -0.07995,-78.95798 -0.07995,-78.95798 -2.05202))",
 "HasGeospatialIssue is false",
 "TaxonKey is Arthropoda",
 "Year 2020-2023"
 ]
}

 The dataset includes 16145 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263950-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2vwvy
title: Occurrence Download

description: A dataset containing 19 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 Raorchestes griet (Bossuyt, 2002)"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043323-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ytmyq
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia naranjapatae Luer"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020191-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crszk2
title: Occurrence Download

description: A dataset containing 631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Otocolobus manul (Pallas, 1776)"
 ]
}

 The dataset includes 631 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045278-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ps5wcy
title: Occurrence Download

description: A dataset containing 17 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 Eleutherodactylus geitonos Díaz, Incháustegui, Marte, Köhler, Cádiz & Rodríguez, 2018"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043330-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw77d7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gambusia lemaitrei Fowler, 1950"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263967-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25r6xd
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Narcissus cantabricus DC."
 ]
}

 The dataset includes 795 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045284-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.