cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d78gce
title: Occurrence Download

description: A dataset containing 1144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.08087 19.1649,-103.99313 19.17204,-103.92809 19.18062,-103.89481 19.20204,-103.88119 19.23204,-103.87666 19.2606,-103.90237 19.28488,-103.92657 19.28916,-103.94321 19.30629,-103.93868 19.32913,-103.96137 19.33199,-103.98406 19.31914,-103.98103 19.28488,-103.96288 19.27774,-103.9538 19.25918,-103.97952 19.2606,-104.00675 19.26774,-104.05213 19.25918,-104.07784 19.25346,-104.09448 19.23347,-104.09599 19.20776,-104.08087 19.1649))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1144 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100607-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4xkx8
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Doris pickensi Marcus & Marcus, 1967"
 ]
}

 The dataset includes 56 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086456-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnrnhr
title: Occurrence Download

description: A dataset containing 8707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Oceanites gracilis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 8707 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077898-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndx5e4
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlegelia fuscata A.H.Gentry"
 ]
}

 The dataset includes 285 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113639-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhbwz7
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CardObs : Observations naturalistes issues de l'outil CardObs-Données arachnologiques de LAGARDE Mathieu"
 ]
}

 The dataset includes 272 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032529-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpr8tj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Oreonympha albolimbata",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090925-230530130749713/datasets/export for details.
DOI: 10.15468/dl.xeynet
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Numenius borealis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090922-230530130749713/datasets/export for details.
DOI: 10.15468/dl.yer9n5
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.7971188000000069 42.0551968999999985, -87.7971188000000069 42.0557816199999976, -87.7971188000000069 42.0565726999999967, -87.7971188000000069 42.0571918099999991, -87.7971188000000069 42.0576045500000006, -87.7971188000000069 42.0580516899999992, -87.7971188000000069 42.0586363999999975, -87.7963272700000061 42.0586363999999975, -87.7953636299999971 42.0586363999999975, -87.7948129899999969 42.0586363999999975, -87.7942279199999973 42.0586363999999975, -87.7932642899999962 42.0586363999999975, -87.7921974100000000 42.0586363999999975, -87.7915090999999990 42.0586363999999975, -87.7907863800000001 42.0586363999999975, -87.7898227499999990 42.0586363999999975, -87.7892376799999994 42.0586363999999975, -87.7887558700000028 42.0586363999999975, -87.7878266499999995 42.0586363999999975, -87.7871727600000042 42.0586363999999975, -87.7865876999999983 42.0586363999999975, -87.7861058999999955 42.0586363999999975, -87.7861058999999955 42.0583956299999997, -87.7861058999999955 42.0577077399999979, -87.7861058999999955 42.0569510500000021, -87.7861058999999955 42.0561255699999990, -87.7861058999999955 42.0557128299999974, -87.7861058999999955 42.0551968999999985, -87.7866909399999997 42.0551968999999985, -87.7874136700000065 42.0551968999999985, -87.7879987299999982 42.0551968999999985, -87.7884805399999948 42.0551968999999985, -87.7893065199999967 42.0551968999999985, -87.7900292399999955 42.0551968999999985, -87.7909928699999966 42.0551968999999985, -87.7916467699999998 42.0551968999999985, -87.7922318300000057 42.0551968999999985, -87.7930577999999997 42.0551968999999985, -87.7935740300000020 42.0551968999999985, -87.7942623400000031 42.0551968999999985, -87.7949506500000041 42.0551968999999985, -87.7954324600000007 42.0551968999999985, -87.7960519399999981 42.0551968999999985, -87.7971188000000069 42.0551968999999985))",
 "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 65 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086459-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmavuu
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atrina fragilis (Pennant, 1777)"
 ]
}

 The dataset includes 389 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032575-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpdjyp
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllocephalum microcephalum (Dalzell) H.Rob."
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077880-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vypmtv
title: Occurrence Download

description: A dataset containing 1731 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tuta absoluta (Meyrick, 1917)"
 ]
}

 The dataset includes 1731 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070711-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u64pve
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bolitoglossa compacta Wake, Brame & Duellman, 1973",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045554-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zek5k2
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Astragalus leptaleus A.Gray"
 ]
}

 The dataset includes 195 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077915-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnenn7
title: Occurrence Download

description: A dataset containing 4129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoenicoparrus andinus (Philippi, 1854)"
 ]
}

 The dataset includes 4129 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070716-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yexhk
title: Occurrence Download

description: A dataset containing 5882 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agaricus arvensis Schaeff."
 ]
}

 The dataset includes 5882 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045562-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu8xbs
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygala huillensis Welw. ex Oliv."
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090948-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85mzdb
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ashtoret granulosa (Miers, 1877)"
 ]
}

 The dataset includes 148 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113633-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cwctm
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus aster (C.B.Clarke ex Cherm.) Kük."
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017137-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fe4kaf
title: Occurrence Download

description: A dataset containing 3231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amazona xantholora (G.R.Gray, 1859)"
 ]
}

 The dataset includes 3231 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086460-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruehbg
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Otus mindorensis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090935-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwx7zs
title: Occurrence Download

description: A dataset containing 688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is Geodetic datum assumed WGS84",
 "Year 2000-2020",
 "CoordinateUncertaintyInMeters 0.0-509.0",
 {
 "or" : [
 "DatasetKey is Artportalen (Swedish Species Observation System)",
 "DatasetKey is naturgucker",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Chorthippus apricarius (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 688 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061244-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dh822h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tricholoma mutabile Shanks",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "GadmGid is USA.1_1",
 "GadmGid is USA.11_1",
 "GadmGid is USA.25_1",
 "GadmGid is USA.41_1",
 "GadmGid is USA.34_1",
 "GadmGid is USA.43_1",
 "GadmGid is USA.18_1",
 "GadmGid is USA.47_1",
 "GadmGid is USA.49_1",
 "GadmGid is USA.15_1",
 "GadmGid is USA.19_1",
 "GadmGid is USA.4_1",
 "GadmGid is USA.26_1",
 "GadmGid is USA.14_1",
 "GadmGid is USA.36_1",
 "GadmGid is USA.39_1",
 "GadmGid is USA.21_1",
 "GadmGid is USA.16_1",
 "GadmGid is USA.8_1",
 "GadmGid is USA.31_1"
 ]
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003827-230918134249559/datasets/export for details.
DOI: 10.15468/dl.m5ag2p
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Doris sticta (Iredale & O'Donoghue, 1923)"
 ]
}

 The dataset includes 105 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086463-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd4aty
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire des sangsues du Nord-Ouest de la France - réalisation d'un guide à destination du grand public et des naturalistes - Inventaire des sangsues - détermination des échantillons de l'enquête participative - Subvention UMS Patrinat"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032596-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.798cmz
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygala illepida E.Mey. ex Harv. & Sond."
 ]
}

 The dataset includes 38 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090962-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqx9s3
title: Occurrence Download

description: A dataset containing 6170675 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 6170675 records from 4935 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141115-220831081235567/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.28793246
title: <b>Research on Multi-Parameter Optimization of Coupled Models Using PINN Based on Numerical Mode</b>

description: Traditional data assimilation methods may lead to erroneous parameter estimation due to system parameter compensation effects. In recent years, with the emergence of neural network technology, particularly the introduction of Physics-Informed Neural Networks (PINN), it has become possible to effectively embed physical models into neural networks to optimize biased parameters. However, the traditional PINN-RK framework is limited to solving models that couple a single physical quantity, which integrates Runge-Kutta nodes into the neural network loss function. The study introduces a novel PINN-MCS framework based on PINN-RK. The PINN-MCS can flexibly integrate neural networks with multivariable coupled models. To improve performance when optimizing multiple parameters simultaneously, we set the initial learning rate based on the sensitivity of the parameters in the physical model. This strategy has been proven in the study to accelerate the overall parameter convergence. This research conducted perfect twin and biased twin experiments on a Five Variable Coupled Climate Model. In the perfect twin experiment, system bias arises from imperfect parameter values. The experimental results show that the PINN-MCS framework can efficiently optimize parameters with various sensitivities to the true values. In the biased twin experiment, system bias arises from imperfect numerical discretization schemes. The results show that after optimizing the initial parameters using observational data generated by the imperfect dynamical core, the optimized parameters can compensate for the system bias introduced by the numerical scheme, improving the model's predictive performance.
DOI: 10.15468/dl.u60em3
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Senecio nemorensis subsp. bayonnensis (Boiss.) Nyman",
 "TaxonKey is Senecio bayonnensis Boiss."
 ]
 },
 "Country is Spain",
 "Geometry POLYGON((-2.367553 43.405047,-2.367553 42.986567,-1.735839 42.986567,-1.735839 43.405047,-2.367553 43.405047))"
 ]
}

 The dataset includes 46 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000950-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsp2a6
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "OccurrenceStatus is Present",
 "DecimalLatitude is less than or equal to -3.118999",
 "DecimalLongitude is less than or equal to -60.021699000000005",
 "DecimalLatitude is greater than or equal to -3.1190010000000004",
 "DecimalLongitude is greater than or equal to -60.021701"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013193-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dscmf
title: Occurrence Download

description: A dataset containing 2697605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 2697605 records from 591 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000950-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dbx9f
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taxus wallichiana var. mairei (Lemée & Lév.) L.K.Fu & Nan Li"
 ]
}

 The dataset includes 430 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005491-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qz8rz
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrophorbium biacuminatum (Rusby) C.Jeffrey"
 ]
}

 The dataset includes 44 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171172-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72r8vj
title: Occurrence Download

description: A dataset containing 5371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((97.75847 18.73402,150.38778 18.73402,150.38778 54.57362,97.75847 54.57362,97.75847 18.73402))",
 "Month is one of (January, February, March, October, November, December)",
 "TaxonKey is Anser fabalis (Latham, 1787)",
 "Year 1980-2024"
 ]
}

 The dataset includes 5371 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186378-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pygym5
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quesnelia marmorata (Lem.) Read"
 ]
}

 The dataset includes 129 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186379-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5csur2
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Gyalideopsis Vĕzda"
 ]
}

 The dataset includes 89 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000950-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.