cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7ea2au
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachyurus cordatulus Merr.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007298-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cuf5j
title: Occurrence Download

description: A dataset containing 154341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Arthurdendyus triangulatus (Dendy, 1895), Cabomba caroliniana A.Gray, Callosciurus finlaysonii (Horsfield, 1823), Cherax destructor Clark, 1936, Corvus splendens Vieillot, 1817, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Eriocheir sinensis H.Milne Edwards, 1853, Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Gambusia affinis (Baird & Girard, 1853), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Lepomis gibbosus (Linnaeus, 1758), Limnoperna fortunei (Dunker, 1857), Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Morone americana (Gmelin, 1789), Muntiacus reevesi (Ogilby, 1839), Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Pacifastacus leniusculus (Dana, 1852), Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Pseudorasbora parva (Temminck & Schlegel, 1846), Pycnonotus cafer (Linnaeus, 1766), Saururus cernuus L., Sciurus carolinensis Gmelin, 1788, Sciurus niger Linnaeus, 1758, Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Threskiornis aethiopicus (Latham, 1790), Vespa velutina Lepeletier, 1836, Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 154341 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056667-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyzuj0
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anacardium occidentale L.",
 "Country is Guinea-Bissau"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007298-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k76mn
title: Occurrence Download

description: A dataset containing 657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Caracterización y monitoreo de fauna silvestre en el área de influencia directa de Hidrocasanare- Yopal del 2014 a 2017"
 ]
}

 The dataset includes 657 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046951-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukb9bw
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobates leucomelas Steindachner, 1864"
 ]
}

 The dataset includes 177 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007298-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvhtgw
title: Occurrence Download

description: A dataset containing 170966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is RBINS Mollusc collection"
 ]
}

 The dataset includes 170966 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046960-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eplwqe
title: Occurrence Download

description: A dataset containing 4211 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artibeus jamaicensis yucatanicus J.A.Allen, 1904"
 ]
}

 The dataset includes 4211 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007298-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdz8xz
title: Occurrence Download

description: A dataset containing 40728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((35.924964333333335 65.07073733333334, 35.924964333333335 82.15736799999999, 1.8796086666666671 82.15736799999999, 1.8796086666666671 65.07073733333334, 35.924964333333335 65.07073733333334))",
 "EventDate is 2019-10-01,2019-10-31"
 ]
}

 The dataset includes 40728 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024268-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znybnz
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelonoidis nigra (Quoy & Gaimard, 1824)",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 353 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007299-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsxm9v
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Panthera pardus (Linnaeus, 1758)"
 ]
}

 The dataset includes 81 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056340-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpxcel
title: Occurrence Download

description: A dataset containing 594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pecari tajacu (Linnaeus, 1758)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 594 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007299-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbhtcf
title: Occurrence Download

description: A dataset containing 319304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 {
 "or" : [
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "Geometry POLYGON((-123.91714 -47.17317,-32.52825 -47.17317,-32.52825 31.40677,-123.91714 31.40677,-123.91714 -47.17317))"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Crypturellus Brabourne & C.Chubb, 1914",
 "Year 1901-2023"
 ]
}

 The dataset includes 319304 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024196-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tb01ri
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lethariella flexuosa (Nyl.) J.C.Wei"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007299-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vzndy
title: Occurrence Download

description: A dataset containing 194558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UEC - Herbário da Universidade Estadual de Campinas"
 ]
}

 The dataset includes 194558 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046955-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukr1m1
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelonia mydas mydas"
 ]
}

 The dataset includes 126 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007299-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.day6yk
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección Zoológica de la Universidad del Tolima (CZUT) - Reptiles"
 ]
}

 The dataset includes 420 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046957-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp9lhn
title: Occurrence Download

description: A dataset containing 1521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-73.24 -39.88,-73.24 -39.78,-73.03 -39.78,-73.03 -39.88,-73.24 -39.88))",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 1521 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007299-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4axwp
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización biológica de la ventana de biodiversidad municipio de Filandia, Quindío, Colombia"
 ]
}

 The dataset includes 891 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006071-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvmaxf
title: Occurrence Download

description: A dataset containing 64269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 64269 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007299-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b78r5v
title: Occurrence Download

description: A dataset containing 13356 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Florida Manatee Mortality 1974-2020"
 ]
}

 The dataset includes 13356 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056675-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en0yxn
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Massonia pustulata Jacq."
 ]
}

 The dataset includes 85 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007299-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5utsja
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Varanus komodoensis Ouwens, 1912",
 "Year 2018-2023"
 ]
}

 The dataset includes 178 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019410-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcizzf
title: Occurrence Download

description: A dataset containing 6777 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America"
 ]
 },
 "TaxonKey is Falco femoralis Temminck, 1822"
 ]
}

 The dataset includes 6777 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007299-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yukhx
title: Occurrence Download

description: A dataset containing 105055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((35.924964333333335 65.07073733333334, 35.924964333333335 82.15736799999999, 1.8796086666666671 82.15736799999999, 1.8796086666666671 65.07073733333334, 35.924964333333335 65.07073733333334))",
 "EventDate is 2019-12-01,2019-12-31"
 ]
}

 The dataset includes 105055 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024274-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2zsiv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Conotrema freyi Vezda & Poelt"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007300-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pa52f5
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleiospermium latialatum Swingle"
 ]
}

 The dataset includes 57 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019416-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtd496
title: Occurrence Download

description: A dataset containing 3569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poecilia maylandi Meyer, 1983, Poecilia maylandai Meyer, 1983, Poecilia mechthildae Meyer, Etzel & Bork, 2002, Poecilia mexicana Steindachner, 1863, Poecilia mexicana De Filippi, 1940, Poecilus mexicanus Chaudoir, 1876)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1970",
 "Year is less than 2020"
 ]
}

 The dataset includes 3569 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016170-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jolix
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelonia agassizii Bocourt, 1868"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007300-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umu6g8
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clausena lenis Drake"
 ]
}

 The dataset includes 165 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019401-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxpcbx
title: Occurrence Download

description: A dataset containing 885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachyurus himalaicus Hook.fil. & Thomson ex Benth.",
 {
 "or" : [
 "HasGeospatialIssue is false",
 "HasGeospatialIssue is true"
 ]
 },
 "HasCoordinate is true"
 ]
}

 The dataset includes 885 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007300-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25874464
title: oa_citations_classified.csv

description: This dataset contains the class labels of office-action citations. The office-action citations are from publicly available patent data from the USPTO (United States Patent and Trademark Office) hosted on Google Cloud. Specifically, we used the ‘cross walk’ dataset. We then classified each office-action citation.The variables in our dataset are:oa_citation - raw citation stringmd5_id - MD5 hashlabel - Class label
DOI: 10.6084/m9.figshare.25874464.v2
title: oa_citations_classified.csv

description: This dataset contains the class labels of office-action citations. The office-action citations are from publicly available patent data from the USPTO (United States Patent and Trademark Office) hosted on Google Cloud. Specifically, we used the ‘cross walk’ dataset. We then classified each office-action citation.The variables in our dataset are:oa_citation - raw citation stringmd5_id - MD5 hashlabel - Class label
DOI: 10.6084/m9.figshare.25874464.v1
title: oa_citations_classified.csv

description: This dataset contains the class labels of office-action citations. The office-action citations are from publicly available patent data from the USPTO (United States Patent and Trademark Office) hosted on Google Cloud. Specifically, we used the ‘cross walk’ dataset. We then classified each office-action citation.The variables in our dataset are:oa_citation - raw citation stringmd5_id - MD5 hashlabel - Class label
DOI: 10.5281/zenodo.17978258
title: Alzheimer_s Dataset

description: Alzheimer’s disease, a devastating neurodegenerative disorder, has no cure, and therefore demands early diagnosis to prevent its progression. However, limited and imbalanced MRI datasets have hindered progress in AI-driven solutions. This dataset is the result of pioneering research designed to solve two major challenges in Alzheimer’s Disease (AD) research: data scarcity and severe class imbalance. By harnessing Wasserstein GANs with Gradient Penalty (WGAN-GP), we generated high-fidelity DeepFake "axial" MRI scans that match real-world data quality while ensuring balanced representation across 4 distinct disease stages. Due to this high quality and balanced nature it resulted in in an overall increase of 11.77% in Balanced Accuracy, 15% increase in Matthew's Correlation Coefficient (MCC). The study also found a 91.4% improvement in the performance on minority classes. If you're interested in training your own GANs using our code, you can understand how its done in the published research, available here:https://docs.google.com/viewer?url=https://www.ijert.org/download/thesis/2023/IJERTTH0025.pdf
DOI: 10.5281/zenodo.17978257
title: Alzheimer_s Dataset

description: Alzheimer’s disease, a devastating neurodegenerative disorder, has no cure, and therefore demands early diagnosis to prevent its progression. However, limited and imbalanced MRI datasets have hindered progress in AI-driven solutions. This dataset is the result of pioneering research designed to solve two major challenges in Alzheimer’s Disease (AD) research: data scarcity and severe class imbalance. By harnessing Wasserstein GANs with Gradient Penalty (WGAN-GP), we generated high-fidelity DeepFake "axial" MRI scans that match real-world data quality while ensuring balanced representation across 4 distinct disease stages. Due to this high quality and balanced nature it resulted in in an overall increase of 11.77% in Balanced Accuracy, 15% increase in Matthew's Correlation Coefficient (MCC). The study also found a 91.4% improvement in the performance on minority classes. If you're interested in training your own GANs using our code, you can understand how its done in the published research, available here:https://docs.google.com/viewer?url=https://www.ijert.org/download/thesis/2023/IJERTTH0025.pdf
DOI: 10.5281/zenodo.15161097
title: The Influence of Decarbonization on Electricity Demand
DOI: 10.5281/zenodo.15161098
title: The Influence of Decarbonization on Electricity Demand
DOI: 10.3535/v54-01z-s48
title: Draba aucheri Boiss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/amd-ry9-h72
title: Elaphoglossum peltatum (Sw.) Urb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nsr-4ab-w0r
title: Amaranthus emarginatus var. emarginatus Salzm. ex Uline & W. L. Bray

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/w1c-w37-2rk
title: Hypodematium chrysolepis (Fée) X. P. Fan & Li Bing Zhang

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/aex-4w1-gnm
title: Galium bigeminum Griseb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/k6e-kye-l6a
title: Allium victorialis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/qce-3bv-cm2
title: Palicourea huigrensis Standl.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.