cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z82ch7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.4867940000000033 41.6301568000000017, -87.4867940000000033 41.6311012299999987, -87.4867940000000033 41.6319407200000029, -87.4867940000000033 41.6329376099999990, -87.4867940000000033 41.6342493200000021, -87.4867940000000033 41.6352986799999982, -87.4867940000000033 41.6365579200000013, -87.4867940000000033 41.6375548099999975, -87.4867940000000033 41.6381319600000026, -87.4867940000000033 41.6395485999999977, -87.4858493800000048 41.6395485999999977, -87.4845373999999936 41.6395485999999977, -87.4836452600000030 41.6395485999999977, -87.4824382399999934 41.6395485999999977, -87.4815461000000028 41.6395485999999977, -87.4815461000000028 41.6383418300000017, -87.4815461000000028 41.6372924699999984, -87.4815461000000028 41.6359283000000033, -87.4815461000000028 41.6350888099999992, -87.4815461000000028 41.6342493200000021, -87.4815461000000028 41.6329900799999990, -87.4815461000000028 41.6318882500000029, -87.4815461000000028 41.6308913499999989, -87.4815461000000028 41.6301568000000017, -87.4829630299999934 41.6301568000000017, -87.4839601299999998 41.6301568000000017, -87.4850621899999936 41.6301568000000017, -87.4857444200000032 41.6301568000000017, -87.4867940000000033 41.6301568000000017))",
 "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 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089824-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pztt27
title: Occurrence Download

description: A dataset containing 20170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "HasCoordinate is false",
 "HasGeospatialIssue is false",
 "FamilyKey is Lecythidaceae"
 ]
}

 The dataset includes 20170 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065965-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7da7a
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus pacificus (Ohwi) Ohwi",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 91 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198078-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d25mdf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turritis pauciflora Grimm"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051447-220831081235567/datasets/export for details.
DOI: 10.15468/dl.4wep6d
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boechera oxylobula (Greene) W.A.Weber"
 ]
}

 The dataset includes 259 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156489-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyex7m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Primulina bipinnatifida (W.T.Wang) Yin Z.Wang & J.M.Li",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071613-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6672y
title: Occurrence Download

description: A dataset containing 42524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Onoclea sensibilis L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42524 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052176-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kjwyc
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-73.9001042000000012 40.9401137999999989, -73.9001042000000012 40.9421586699999978, -73.9001042000000012 40.9433038000000025, -73.9001042000000012 40.9449396999999990, -73.9001042000000012 40.9460848299999967, -73.9001042000000012 40.9470663700000017, -73.9001042000000012 40.9482114999999993, -73.9001042000000012 40.9495202199999966, -73.9001042000000012 40.9514015000000029, -73.8981368999999972 40.9514015000000029, -73.8959236799999957 40.9514015000000029, -73.8933825799999937 40.9514015000000029, -73.8919070999999974 40.9514015000000029, -73.8919070999999974 40.9500927799999985, -73.8919070999999974 40.9491930399999973, -73.8919070999999974 40.9478843200000000, -73.8919070999999974 40.9458394400000003, -73.8919070999999974 40.9447761099999994, -73.8919070999999974 40.9433855999999992, -73.8919070999999974 40.9421586699999978, -73.8919070999999974 40.9401137999999989, -73.8941203199999990 40.9401137999999989, -73.8966614200000009 40.9401137999999989, -73.8981368999999972 40.9401137999999989, -73.9001042000000012 40.9401137999999989))",
 "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 49 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089827-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zgksw
title: Occurrence Download

description: A dataset containing 7811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Nyctereutes procyonoides (Gray, 1834)",
 "Year 2000-2022"
 ]
}

 The dataset includes 7811 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198135-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cchssx
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema heterocarpum J.Gay ex Trevir."
 ]
}

 The dataset includes 80 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051448-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djus8v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa villosa R.F.Huang"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051454-220831081235567/datasets/export for details.
DOI: 10.15468/dl.v43hvm
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kermia harenula (Hedley, 1922)"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089830-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzn8h8
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smilisca cyanosticta (Smith, 1953)"
 ]
}

 The dataset includes 595 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207865-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/2bdddf05-f883-48a5-89bf-268f5595342f
title: Data and code underlying the publication: Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems.

description: Research ObjectivesThe primary research objective of the study is to explore the application of physics-informed neural networks (PINNs) in predicting the displacement and rotations of a double beam based on Euler-Bernoulli and Timoshenko theories under various load conditions. The research aims to demonstrate the accuracy and efficiency of PINNs in handling forward and inverse problems involving partial differential equations (PDEs), even with a limited number of training points and the presence of noise in the data. This objective is to introduce physics informed machine learning techniques in structural engineering contexts specifically beam dynamics.<br>Type of ResearchThe research focuses on the practical implementation of theoretical concepts in machine learning and structural engineering. It leverages computational methods to solve real-world engineering problems, demonstrating the utility of PINNs in predicting structural behaviors accurately and efficiently. The study combines elements of machine learning and structural engineering by leveraging the physical knowledge of beam dynamics.<br>Method of Data CollectionData collection in this study involves the generation of synthetic data through forward PINNs simulations. This data includes displacement and rotation measurements of a double Timoshenko beam subjected to different loading conditions. The study also introduces Gaussian noise into the data to test the robustness of the PINN model. Additionally, the researchers compare their results with those obtained from traditional numerical methods and other machine learning approaches to validate their findings.<br>Type of DataFor the forward problem, a well-posed physical equation is needed, while for the inverse problem, data from the forward problem is utilized. For validating the forward and inverse problems, we have an analytic closed-form solution which is explicitly mentioned in the Python notebooks. All implementations of the proposed methodology are on Jupyter Python notebooks. To run the notebooks, only need to execute the cells with Shift+Enter.
DOI: 10.15468/dl.3w33mt
title: Occurrence Download

description: A dataset containing 626 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boechera microphylla (Nutt.) Dorn"
 ]
}

 The dataset includes 626 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156494-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6x53tp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cochlearia henryi var. wilsonii O.E.Schulz"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051449-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tg4v9v
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hansenia weberbaueriana (Fedde ex H.Wolff) Pimenov & Kljuykov"
 ]
}

 The dataset includes 203 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071608-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qur5py
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-73.9047302000000030 40.9246707000000001, -73.9047302000000030 40.9252094300000024, -73.9047302000000030 40.9259277299999980, -73.9047302000000030 40.9263587200000032, -73.9047302000000030 40.9271129400000007, -73.9047302000000030 40.9279749000000024, -73.9047302000000030 40.9289087000000009, -73.9037934699999965 40.9289087000000009, -73.9026045500000066 40.9289087000000009, -73.9020641299999994 40.9289087000000009, -73.9011273999999929 40.9289087000000009, -73.9011273999999929 40.9284777199999965, -73.9011273999999929 40.9279389900000012, -73.9011273999999929 40.9271129400000007, -73.9011273999999929 40.9266101199999994, -73.9011273999999929 40.9257840699999988, -73.9011273999999929 40.9252812599999984, -73.9011273999999929 40.9246707000000001, -73.9019200200000057 40.9246707000000001, -73.9023523500000010 40.9246707000000001, -73.9033971599999973 40.9246707000000001, -73.9041897799999958 40.9246707000000001, -73.9047302000000030 40.9246707000000001))",
 "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 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089835-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sedq3e
title: Occurrence Download

description: A dataset containing 34761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX",
 "TaxonKey is Bromeliaceae"
 ]
}

 The dataset includes 34761 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051456-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.by82eq
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fustiaria nipponica (Yokoyama, 1922)"
 ]
}

 The dataset includes 185 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103922-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mn325
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-81.6685133000000008 38.3638497000000029, -81.6685133000000008 38.3650181799999999, -81.6685133000000008 38.3666677900000010, -81.6685133000000008 38.3680424699999989, -81.6685133000000008 38.3696233599999985, -81.6685133000000008 38.3707230999999993, -81.6668636099999929 38.3707230999999993, -81.6659700299999969 38.3707230999999993, -81.6646640299999973 38.3707230999999993, -81.6634267599999930 38.3707230999999993, -81.6615021199999944 38.3707230999999993, -81.6599898999999994 38.3707230999999993, -81.6592337999999955 38.3707230999999993, -81.6592337999999955 38.3694171499999968, -81.6592337999999955 38.3684548800000016, -81.6592337999999955 38.3672863999999976, -81.6592337999999955 38.3658429899999973, -81.6592337999999955 38.3651556499999984, -81.6592337999999955 38.3638497000000029, -81.6606772800000016 38.3638497000000029, -81.6621207499999997 38.3638497000000029, -81.6641141300000015 38.3638497000000029, -81.6659700299999969 38.3638497000000029, -81.6674135100000029 38.3638497000000029, -81.6685133000000008 38.3638497000000029))",
 "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 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089833-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyrs7w
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema glaucinum Greuter, Burdet, Andersson, Carlström, Karlén & Nyborn"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051451-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69gh2b
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eviota fallax Greenfield & Allen, 2012"
 ]
}

 The dataset includes 36 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071625-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuwb28
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.5173333000000042 41.5990425000000030, -87.5173333000000042 41.5991981999999965, -87.5173333000000042 41.5993538900000033, -87.5173333000000042 41.5993733500000005, -87.5173333000000042 41.5998209799999970, -87.5173333000000042 41.5998404400000013, -87.5173333000000042 41.6002880699999977, -87.5173333000000042 41.6007162300000033, -87.5173333000000042 41.6009692399999977, -87.5173333000000042 41.6009887000000020, -87.5168471199999942 41.6009887000000020, -87.5164582000000024 41.6009887000000020, -87.5159136999999987 41.6009887000000020, -87.5154275400000046 41.6009887000000020, -87.5148441500000018 41.6009887000000020, -87.5144357700000057 41.6009887000000020, -87.5139301699999947 41.6009887000000020, -87.5132884399999966 41.6009887000000020, -87.5129578500000065 41.6009887000000020, -87.5124716899999981 41.6009887000000020, -87.5119077399999981 41.6009887000000020, -87.5114021400000013 41.6009887000000020, -87.5109548700000062 41.6009887000000020, -87.5106631700000008 41.6009887000000020, -87.5101964600000031 41.6009887000000020, -87.5096324999999950 41.6009887000000020, -87.5096324999999950 41.6007551599999985, -87.5096324999999950 41.6004048400000030, -87.5096324999999950 41.6000155999999990, -87.5096324999999950 41.5999961400000018, -87.5096324999999950 41.5997625899999974, -87.5096324999999950 41.5997236700000030, -87.5096324999999950 41.5994511999999972, -87.5096324999999950 41.5990425000000030, -87.5100992299999945 41.5990425000000030, -87.5105659400000064 41.5990425000000030, -87.5109159799999929 41.5990425000000030, -87.5113048999999990 41.5990425000000030, -87.5118299600000000 41.5990425000000030, -87.5121216499999974 41.5990425000000030, -87.5126272600000021 41.5990425000000030, -87.5130161900000019 41.5990425000000030, -87.5133273299999956 41.5990425000000030, -87.5139301699999947 41.5990425000000030, -87.5142802000000017 41.5990425000000030, -87.5146691300000015 41.5990425000000030, -87.5149413799999962 41.5990425000000030, -87.5154080899999940 41.5990425000000030, -87.5158164700000043 41.5990425000000030, -87.5163609699999938 41.5990425000000030, -87.5169249100000002 41.5990425000000030, -87.5173333000000042 41.5990425000000030))",
 "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 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089832-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkrre4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cochlearia acutangula O.E.Schulz"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051452-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmuuax
title: Occurrence Download

description: A dataset containing 4026 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boana punctata (Schneider, 1799)"
 ]
}

 The dataset includes 4026 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198082-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gqtj8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Primulina chizhouensis Xin Hong, S.B.Zhou & F.Wen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071627-220831081235567/datasets/export for details.
DOI: 10.15468/dl.2ay6x3
title: Occurrence Download

description: A dataset containing 80590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.02028 32.43488,-115.4825 32.4147,-115.48699 32.66163,-115.67948 32.65152,-116.60883 32.57745,-117.03816 32.53324,-117.02028 32.43488))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 80590 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278333-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tujr8t
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema edentulum N.Busch"
 ]
}

 The dataset includes 31 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051465-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2r87x
title: Occurrence Download

description: A dataset containing 57172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Observation, Human Observation, Occurrence evidence)",
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (VU, EN, CR)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 57172 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212960-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.