cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ng8sd3
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-81.6135546999999946 41.4439003999999969, -81.6135546999999946 41.4496332699999996, -81.6135546999999946 41.4548449700000035, -81.6135546999999946 41.4587537499999996, -81.6135546999999946 41.4618807599999997, -81.6135546999999946 41.4655289600000003, -81.6135546999999946 41.4699589000000017, -81.6062387700000045 41.4699589000000017, -81.6012738999999954 41.4699589000000017, -81.5939572500000025 41.4699589000000017, -81.5895149899999979 41.4699589000000017, -81.5832435699999934 41.4699589000000017, -81.5767108499999978 41.4699589000000017, -81.5717467000000056 41.4699589000000017, -81.5717467000000056 41.4644866200000024, -81.5717467000000056 41.4605778399999991, -81.5717467000000056 41.4571902400000027, -81.5717467000000056 41.4527602900000005, -81.5717467000000056 41.4475485899999967, -81.5717467000000056 41.4439003999999969, -81.5780173899999994 41.4439003999999969, -81.5821983400000050 41.4439003999999969, -81.5884697599999953 41.4439003999999969, -81.5942185499999937 41.4439003999999969, -81.5981381900000002 41.4439003999999969, -81.6049322300000028 41.4439003999999969, -81.6098970999999977 41.4439003999999969, -81.6135546999999946 41.4439003999999969))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 359 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097141-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcmn25
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus feensis M.E.Jones"
 ]
}

 The dataset includes 33 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007247-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zruq9m
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus constancei T.W.Nelson & J.P.Nelson"
 ]
}

 The dataset includes 38 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014429-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh58zu
title: Occurrence Download

description: A dataset containing 6473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Reithrodontomys megalotis (Baird, 1857)"
 ]
}

 The dataset includes 6473 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037719-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fv64k2
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euchaetis intonsa I.Williams"
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023260-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.meacbl
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bacteria from Penguin Guano, Antarctica"
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007247-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc6gs4
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptanthus californicus (S.Watson) Greene"
 ]
}

 The dataset includes 285 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152854-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.barg49
title: Occurrence Download

description: A dataset containing 1870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Marsilea strigosa Willd."
 ]
}

 The dataset includes 1870 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055065-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpzqz4
title: Occurrence Download

description: A dataset containing 975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eriophorum viridicarinatum (Engelm.) Fernald",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 975 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269789-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11050087
title: Statistical Errors in Experimental Software Engineering: Possible Causes and Recommended Solutions

description: to define
DOI: 10.15468/dl.65wj9d
title: Occurrence Download

description: A dataset containing 944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Potentilla grandiflora L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 944 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003383-250415084134356/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/11439557
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.5439/2568095
title: Thermodynamic Cloud Phase Classifications Using Machine Learning at NSA and ANX

description: <p>Vertically resolved thermodynamic cloud phase classifications are essential for studies of atmospheric cloud and precipitation processes. The Department of Energy (DOE) Atmospheric Radiation Measurement (ARM) THERMOCLDPHASE Value-Added Product (VAP) uses a multi-sensor approach to classify thermodynamic cloud phase by combining lidar backscatter and depolarization, radar reflectivity, Doppler velocity, spectral width, microwave radiometer-derived liquid water path, and radiosonde temperature measurements. The measured voxels are classified as ice, snow, mixed-phase, liquid (cloud water), drizzle, rain, and liq_driz (liquid+drizzle). We use this product as the ground truth to train three machine learning (ML) models to predict the thermodynamic cloud phase from multi-sensor remote sensing measurements taken at the ARM North Slope of Alaska (NSA) observatory: a random forest (RF), a multilayer perceptron (MLP), and a convolutional neural network (CNN) with a U-Net architecture. Evaluations against the outputs of the THERMOCLDPHASE VAP with one year of data show that the CNN outperforms the other two models, achieving the highest test accuracy, F1-score, and mean Intersection over Union (IOU). Analysis of ML confidence scores shows ice, rain, and snow have higher confidence scores, followed by liquid, while mixed, drizzle, and liq_driz have lower scores. Feature importance analysis reveals that the mean Doppler velocity and vertically resolved temperature are the most influential datastreams for ML thermodynamic cloud phase predictions. The ML models’ generalization capacity is further evaluated by applying them at another Arctic ARM site in Norway using data taken during the ARM Cold-Air Outbreaks in the Marine Boundary Layer Experiment (COMBLE) field campaign. Finally, we evaluate the ML models’ response to simulated instrument outages and signal degradation.</p>
DOI: 10.15468/dl.8tufej
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cercocebus atys (Audebert, 1797)"
 ]
}

 The dataset includes 257 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0350044-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsv6yg
title: Occurrence Download

description: A dataset containing 1428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Psittacula krameri (Scopoli, 1769)",
 "Year 2011-2018"
 ]
}

 The dataset includes 1428 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175415-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcpsvv
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salmo labrax Pallas, 1814"
 ]
}

 The dataset includes 161 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117731-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmkp64
title: Occurrence Download

description: A dataset containing 12702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (United Kingdom of Great Britain and Northern Ireland, Netherlands, France, Spain, Germany, Estonia, Austria)",
 "TaxonKey is Melanostoma mellina (Linnaeus, 1758)"
 ]
}

 The dataset includes 12702 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017575-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxufug
title: Occurrence Download

description: A dataset containing 1628 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Vultur gryphus Linnaeus, 1758)"
 ]
}

 The dataset includes 1628 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0420157-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uk9q5
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ailuropoda melanoleuca (David, 1869)"
 ]
}

 The dataset includes 178 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0350049-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cw3fks
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionKey is 343ab7c7-0912-4034-87a5-3355faa793da",
 "TaxonKey is Thamnophis butleri (Cope, 1889)"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0420155-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yynaaz
title: Occurrence Download

description: A dataset containing 7935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (Netherlands, United Kingdom of Great Britain and Northern Ireland, Germany, France, Austria, Spain, Ukraine)",
 "TaxonKey is Eupeodes luniger (Meigen, 1822)"
 ]
}

 The dataset includes 7935 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017556-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52kj6t
title: Occurrence Download

description: A dataset containing 9835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((2.179608666666667 65.37073733333334, 2.179608666666667 81.857368, -31.265747 81.857368, -31.265747 65.37073733333334, 2.179608666666667 65.37073733333334))",
 "EventDate is 2019-07-01,2019-07-31"
 ]
}

 The dataset includes 9835 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014685-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75xd72
title: Occurrence Download

description: A dataset containing 1648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EstablishmentMeans is Native",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepomis microlophus (Günther, 1859)"
 ]
}

 The dataset includes 1648 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0392886-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rxw64
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Thamnophis butleri (Cope, 1889)"
 ]
}

 The dataset includes 183 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0420158-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6ntxq
title: Occurrence Download

description: A dataset containing 5521584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-76.76815 4.57251,-74.53527 4.57251,-74.53527 6.48641,-76.76815 6.48641,-76.76815 4.57251))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5521584 records from 950 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001542-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd8zvm
title: Occurrence Download

description: A dataset listing the 13206 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((84.88893 -85.05421,224.04155 -85.02863,221.02845 -59.34449,83.28225 -59.34449,84.88893 -85.05421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 13206 records were derived from 530 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273441-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8h4z7
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia lawii Hook.fil."
 ]
}

 The dataset includes 56 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267185-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uq1gve
title: Occurrence Download

description: A dataset containing 4803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana (L.) G.Don",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 4803 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051379-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bf86rm
title: Occurrence Download

description: A dataset containing 2 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 Rattus adustus Sody, 1940"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062481-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qag3m2
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Ancistrus multispinis (Regan, 1912)",
 "TaxonKey is Ancistrus multispinis Holly, 1929",
 "TaxonKey is Ancistrus multispinus (Regan, 1912)"
 ]
 }
 ]
}

 The dataset includes 65 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007384-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0shbqg
title: Occurrence Download

description: A dataset containing 1935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Fouquieriaceae"
 ]
}

 The dataset includes 1935 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051382-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fgac2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepinella disparifolia (Frodin) Lowry, G.M.Plunkett & D.A.Neill"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151389-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n82ba4
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Echium albicans subsp. albicans"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216950-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q836tg
title: Occurrence Download

description: A dataset containing 1 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 Isothrix barbarabrownae Patterson & Velazco, 2006"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062540-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mdnhv
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odocoileus hemionus fuliginatus Cowan, 1933"
 ]
}

 The dataset includes 260 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051382-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afv2y3
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Portugal",
 "Country is Spain"
 ]
 },
 "TaxonKey is Echium lusitanicum L."
 ]
}

 The dataset includes 371 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216961-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2swama
title: Occurrence Download

description: A dataset containing 9480 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 Myiarchus magnirostris (Gould, 1839)"
 ]
}

 The dataset includes 9480 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059471-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s0kbhm
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mollugo cerviana Forssk.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 283 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051383-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e39k97
title: Occurrence Download

description: A dataset containing 2816 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caldesia parnassifolia (Bassi) Parl."
 ]
}

 The dataset includes 2816 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227308-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.