cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3qtpme
title: Occurrence Download

description: A dataset containing 23319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphyrna lewini (Griffith & Smith, 1834)"
 ]
}

 The dataset includes 23319 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296012-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63qjen
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontocarya tripetala Diels"
 ]
}

 The dataset includes 324 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050516-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ygjc3
title: Occurrence Download

description: A dataset containing 16386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Tarentola mauritanica (Linnaeus, 1758)"
 ]
}

 The dataset includes 16386 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297213-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jj873b
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onobrychis chorassanica Bunge ex Boiss."
 ]
}

 The dataset includes 115 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052356-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgb8zm
title: Occurrence Download

description: A dataset containing 2841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Laterallus jamaicensis (Gmelin, 1789))",
 "HasCoordinate is one of (true)"
 ]
}

 The dataset includes 2841 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295993-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adjz7x
title: Occurrence Download

description: A dataset containing 2432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erythrogenys hypoleucos (Blyth, 1844))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2432 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297227-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3x5n8
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garra shamal Kirchner, Kruckenhauser, Pichler, Borkenhagen & Freyhof, 2020"
 ]
}

 The dataset includes 34 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285578-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gvrdb
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onobrychis dielsii Vassilcz."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052368-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frpksv
title: Occurrence Download

description: A dataset containing 1660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Illadopsis albipectus (Reichenow, 1888))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1660 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297215-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksm6nb
title: Occurrence Download

description: A dataset containing 899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-51.0",
 "Country is United States of America",
 "DatasetKey is one of (University of Florida Herpetology, iNaturalist Research-grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Python bivittatus Kuhl, 1820, Python molurus (Linnaeus, 1758))",
 "Year 2000-2023"
 ]
}

 The dataset includes 899 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296005-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tx8pqb
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphanius kruppi Freyhof, Weissenbacher & Geiger, 2017"
 ]
}

 The dataset includes 79 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285577-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjtqza
title: Occurrence Download

description: A dataset containing 2616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onobrychis conferta (Desf.) Desv."
 ]
}

 The dataset includes 2616 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052357-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjxrft
title: Occurrence Download

description: A dataset listing the 40 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Occurrence evidence)",
 "Geometry POLYGON((10.32357 52.15447,10.68458 52.15447,10.68458 52.35668,10.32357 52.35668,10.32357 52.15447))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, CR, VU, NT)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 40 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297203-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5sxgb
title: Occurrence Download

description: A dataset containing 1743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 1000.0-1000000.0",
 "Geometry POLYGON((-124.88681 24.63508,-65.24778 24.63508,-65.24778 49.18217,-124.88681 49.18217,-124.88681 24.63508))",
 "OccurrenceStatus is Present",
 "TaxonKey is Lythrum salicaria L."
 ]
}

 The dataset includes 1743 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285581-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpxutd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acampe carinata (Griff.) Panigrahi"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296013-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cb2tr4
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onobrychis ebenoides Boiss. & Spruner"
 ]
}

 The dataset includes 158 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052369-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55fdsw
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspalathus uniflora L."
 ]
}

 The dataset includes 289 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297243-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nh5n9t
title: Occurrence Download

description: A dataset containing 2471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-126.96158 22.07423,-77.6846 22.07423,-77.6846 49.00467,-126.96158 49.00467,-126.96158 22.07423))",
 "TaxonKey is Centaurea solstitialis L."
 ]
}

 The dataset includes 2471 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285594-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2d4wp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acampe cephalotes Lindl."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296014-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xztbbk
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onobrychis echidna Lipsky"
 ]
}

 The dataset includes 76 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052370-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k38tc
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-180.63489 5.90177,-30.31906 5.90177,-30.31906 83.53947,-180.63489 83.53947,-180.63489 5.90177))",
 "TaxonKey is Imperata cylindrica (L.) P.Beauv."
 ]
}

 The dataset includes 388 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285592-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzfdth
title: Occurrence Download

description: A dataset containing 1474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Illadopsis rufipennis (Sharpe, 1872))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1474 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297218-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7y3e6r
title: Occurrence Download

description: A dataset containing 835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Phyllobates terribilis Myers, Daly & Malkin, 1978"
 ]
}

 The dataset includes 835 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296050-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc2fy3
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onobrychis eubrychidea Boiss."
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052373-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ncwmv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.03578 -8.19436,-75.89925 -59.53419,-34.07721 -39.51001,-12.39171 -23.7735,-68.92891 17.07687,-96.03578 -8.19436))",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydnotrya Berk. & Broome"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007295-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/17x5-2833
title: Versatile Machine Learning Classification Tool for Power Quality Disturbances

description: The PQD ML Classifier App is a robust tool designed to facilitate the classification of power quality disturbances (PQDs) using machine learning algorithms. Users can import datasets and labels generated by the previous apps, then select from various classifiers, including k-Nearest Neighbors (kNN), Support Vector Machine (SVM), Decision Tree (DT), Random Forest (RF), and Gaussian Naive Bayes (GNB). The app allows customization of the train-test split ratio, k-fold cross-validation, and hyperparameter optimization through Grid Search or Random Search. Once the model is trained, users can test its performance and obtain metrics such as accuracy, precision, recall, and F1 score. This app provides a streamlined, no-code approach to implementing and evaluating machine learning models for PQD classification.
DOI: 10.15468/dl.t37dna
title: Occurrence Download

description: A dataset containing 218349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ectropina acidula (Meyrick, 1911), Stigmella isochalca (Meyrick, 1916) Diškus et al., 2003, Dysgonia praetermissa Warren, 1913, Dysgonia joviana (Cramer, 1782), Balanophora latisepala (Tiegh.) Lecomte, Cacocharis cymotoma (Meyrick, 1917), Dysgonia simillima Guenée, 1852, Puccinia longicornis Pat. & Har., Torymus aiolomorphi (Kamijo, 1964), Norbanus aiolomorphi Yang & Wang, 1993, Homoporus japonicus Ashmead, 1904, Aiolomorphus rhopaloides Walker, 1871, Cosmopterix victor (Stringer, 1930), Tetramesa phyllostachitis (Gahan, 1922), Bambusimukaria quinquepunctata Yang, Chen & Li, 2016, Aphelinus takecallis Li, 2005, Ithomia salapia Hewitson, 1852, Heliothis subflexa Guenée, 1852, Perdita halictoides Smith, 1853, Colletes latitarsis Robertson, 1891, Lasioglossum pectinatum (Robertson, 1890), Keiferia georgei (Hodges, 1986), Ithomia agnosia Hewitson, 1854, Symmetrischema lavernella (Chambers, 1874), Symmetrischema kendallorum Blanchard & Knudson, 1982, Habrosyne gloriosa (Guenée, 1852), Lithophane hemina Grote, 1874, Lithophane oriunda Grote, 1874, Herpetogramma abdominalis Zeller, Ancylis spiraeifoliana (Clemens, 1860), Erythridula sincera (Johnson, 1935), Lycia ursaria (Walker, 1860), Calligrapha spiraeae (Say, 1826), Olethreutes permundana (Clemens, 1860), Phidippus clarus Keyserling, 1885, Megastigmus gahani Milliron, 1949, Megastigmus physocarpi Crosby, 1913, Camarosporium spiraeae Cooke, Phomopsis sorbariae (Sacc.) Höhn., Macroglossum bombylans Boisduval, Endothenia hebesana (Walker, 1863), Pselaphorhynchites aeratoides Hamilton, 1972, Sumitrosis rosea (Weber, 1801), Falco mexicanus Schlegel, 1850, Alaria procyonis (Harkema, 1942) Achatz, Chermak, Martens, Woodyard, Rosser, Pulis, Weinstein, McAllister, Kinsella & Tkach, 2022, Taenia arctos Haukisalmi, Lavikainen, Laaksonen & Meri, 2011, Spirometra mansonoides (Mueller, 1935) Mueller, 1936, Baylisascaris transfuga (Rudolphi, 1819), Macracanthorhynchus ingens (von Linstow, 1879), Toxascaris leonina (Linstow, 1902) Leiper, 1907)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 218349 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002067-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11961708
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.21227/035e-rx20
title: Synthetic Power Quality Disturbance (PQD) Dataset of Single and Combined Disturbances Generated in Accordance with IEEE 1159 Specifications

description: Obtaining real PQD event signals directly from the electrical grid poses significant challenges for classification studies. To address this limitation, synthetic data generation becomes imperative. In this study, all generated PQD signals adhere strictly to the specifications outlined in IEEE 1159, ensuring the research's validity and applicability by closely emulating real-world PQD occurrences within the electrical grid. The proposed approach meticulously aligns all parameters of the synthesized PQD signals with the guidelines established in IEEE 1159-2019, guaranteeing that the synthetic dataset accurately reflects the characteristics and complexities of actual PQD events. This meticulous adherence to industry standards enhances the dataset's reliability and utility for classification tasks, providing researchers with a valuable resource for studying and analyzing power quality disturbances in electrical systems.
DOI: 10.6084/m9.figshare.29150357
title: Figure data

description: Investigation of the spatial and spectral characteristics of Cherenkov light emitted during external beam radiation therapy of the larynx to provide insight for the development of image reconstruction algorithms.
DOI: 10.15468/dl.58hm82
title: Occurrence Download

description: A dataset containing 1060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence)",
 "Country is Brazil",
 "Geometry POLYGON((-96.03578 -53.7873,-29.74012 -53.7873,-29.74012 18.63714,-96.03578 18.63714,-96.03578 -53.7873))",
 "License is one of (CC-BY 4.0, CC0 1.0, CC-BY-NC 4.0)",
 "TaxonKey is Manihot caerulescens Pohl",
 "Year 1970-2025"
 ]
}

 The dataset includes 1060 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002076-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzmg8c
title: Occurrence Download

description: A dataset containing 7168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Lepus californicus Gray, 1837"
 ]
}

 The dataset includes 7168 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002074-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.embc72
title: Occurrence Download

description: A dataset containing 226488733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year 2023-2025"
 ]
}

 The dataset includes 226488733 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002070-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bc3m9
title: Occurrence Download

description: A dataset containing 1223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Tacinga palmadora (Britton & Rose) N.P.Taylor & Stuppy"
 ]
}

 The dataset includes 1223 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002077-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjpsfr
title: Occurrence Download

description: A dataset containing 1087 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Mauritia flexuosa L.f."
 ]
}

 The dataset includes 1087 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002079-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hgb6x
title: Occurrence Download

description: A dataset containing 13672 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclanthera Schrad."
 ]
}

 The dataset includes 13672 records from 418 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002083-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amq78u
title: Occurrence Download

description: A dataset containing 25066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Mollusca Collection - Museu Nacional/UFRJ",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 25066 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002082-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.