cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25325368
title: Independence-Encouraging Subsampling for Nonparametric Additive Models

description: The additive model is a popular nonparametric regression method due to its ability to retain modeling flexibility while avoiding the curse of dimensionality. The backfitting algorithm is an intuitive and widely used numerical approach for fitting additive models. However, its application to large datasets may incur a high computational cost and is thus infeasible in practice. To address this problem, we propose a novel approach called independence-encouraging subsampling (IES) to select a subsample from big data for training additive models. Inspired by the minimax optimality of an orthogonal array (OA) due to its pairwise independent predictors and uniform coverage for the range of each predictor, the IES approach selects a subsample that approximates an OA to achieve the minimax optimality. Our asymptotic analyses demonstrate that an IES subsample converges to an OA and that the backfitting algorithm over the subsample converges to a unique solution even if the predictors are highly dependent in the full data. The proposed IES method is shown to be numerically appealing via simulations and a real data application. Theoretical proofs, R codes, and supplementary numerical results are accessible online as supplementarymaterials.
DOI: 10.6084/m9.figshare.25325368.v1
title: Independence-Encouraging Subsampling for Nonparametric Additive Models

description: The additive model is a popular nonparametric regression method due to its ability to retain modeling flexibility while avoiding the curse of dimensionality. The backfitting algorithm is an intuitive and widely used numerical approach for fitting additive models. However, its application to large datasets may incur a high computational cost and is thus infeasible in practice. To address this problem, we propose a novel approach called independence-encouraging subsampling (IES) to select a subsample from big data for training additive models. Inspired by the minimax optimality of an orthogonal array (OA) due to its pairwise independent predictors and uniform coverage for the range of each predictor, the IES approach selects a subsample that approximates an OA to achieve the minimax optimality. Our asymptotic analyses demonstrate that an IES subsample converges to an OA and that the backfitting algorithm over the subsample converges to a unique solution even if the predictors are highly dependent in the full data. The proposed IES method is shown to be numerically appealing via simulations and a real data application. Theoretical proofs, R codes, and supplementary numerical results are accessible online as supplementarymaterials.
DOI: 10.15468/dl.nejcog
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clavelina gigantea Van Name, 1921",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 149 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006448-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9mmfm
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Transandinomys bolivaris (J.A.Allen, 1901)",
 "Year 1914-2023"
 ]
}

 The dataset includes 92 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034759-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brbgdd
title: Occurrence Download

description: A dataset containing 5729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus paludosus Poir.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 5729 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049220-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rtuy8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "or" : [
 "ScientificName is × Soehrenfuria Y.Itô",
 "ScientificName is × Soehrenfuria",
 "ScientificName is x Soehrenfuria",
 "ScientificName is × Soehrenfuria Y.Itô",
 "ScientificName is × Soehrenfuria Y.Itô",
 "ScientificName is × Soehrenfuria Y.Itô"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006448-160803222355964/datasets/export for details.
DOI: 10.15468/dl.d3zt25
title: Occurrence Download

description: A dataset containing 864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adiantum caudatum L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 864 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035012-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6iqnzp
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum stelligerum Sm.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1683 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049221-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zrkyj
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia aphanes Königer"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171340-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt2wpo
title: Occurrence Download

description: A dataset containing 8897 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thrinax radiata Lodd. ex Schult. & Schult.f."
 ]
}

 The dataset includes 8897 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006450-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csqppb
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maxillaria oakes-amesiana Schuit. & M.W.Chase"
 ]
}

 The dataset includes 17 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171339-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3u2qu2
title: Occurrence Download

description: A dataset containing 1855193 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 1855193 records from 4721 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034397-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242233
title: Emma F. Bradley Barron photograph album(s), ca.1926-1945

description: [description english/roman)] Emma F. Bradley Barron photograph album(s), ca.1926-1945. Includes 131 photographs of various people and places with a substantial portion from Texas in 1926. Most are unidentified.
DOI: 10.15468/dl.6irkrb
title: Occurrence Download

description: A dataset containing 3351315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columba livia J.F.Gmelin, 1789"
 ]
}

 The dataset includes 3351315 records from 749 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006033-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6epmp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiorrhiza membranacea Craib"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053311-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyd794
title: Occurrence Download

description: A dataset containing 801 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fowleria variegata (Valenciennes, 1832)"
 ]
}

 The dataset includes 801 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033970-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-243856
title: The whole truth [magazine], 1999 November [sic]

description: [description english/roman)] The whole truth [magazine], 1999 November [cover], or, June-August [title page] [sic, i.e. October?-December?]. The official magazine of the Church of God in Christ. Quarterly.
DOI: 10.15468/dl.djrzut
title: Occurrence Download

description: A dataset containing 32439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal"
 ]
 },
 "Geometry POLYGON((-15.11083 34.56545,13.02622 34.56545,13.02622 45.81545,-15.11083 45.81545,-15.11083 34.56545))",
 "HasCoordinate is true",
 "TaxonKey is Pinus halepensis Mill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32439 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006033-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hum58
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Weddell Seal census, Vestfold Hills, Antarctica"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039108-200613084148143/datasets/export for details.
DOI: 10.25549/pcra-c14-243706
title: Foreign mission documents, ca.1970

description: [description english/roman)] Foreign mission documents include: From the souvenir journal of the 63rd Annual Holy Convocation of the Church of God in Christ, Memphis, Tennessee, 1970 November 3-13, two pages (page [18]: description of the Church of God in Christ, International, Home & Foreign Mission Department; page [47]: official program of 3 November 1970). From an unidentified publication, two pages (page 29: A description of the mission at "Cape Palmas, Liberia, Africa" by Francena Wiggins; page 28: an essay "The problem of youth and the church" by Ozro Jones).
DOI: 10.15468/dl.jxn7f9
title: Occurrence Download

description: A dataset containing 612 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xiphister mucosus (Girard, 1858)"
 ]
}

 The dataset includes 612 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033988-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kct9x9
title: Occurrence Download

description: A dataset containing 10460 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paratrechina longicornis (Latreille, 1802)"
 ]
}

 The dataset includes 10460 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053314-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242678
title: The voice of missions (2000 Fall)

description: [description english/roman)] The voice of missions (2000 Fall). Church of God in Christ missions magazine. Published by the Missions Department of the Church of God in Christ.
DOI: 10.15468/dl.fca462
title: Occurrence Download

description: A dataset containing 179828 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabidopsis thaliana (L.) Heynh."
 ]
}

 The dataset includes 179828 records from 971 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033984-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6nest
title: Occurrence Download

description: A dataset containing 314781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anas crecca Linnaeus, 1758",
 "HasCoordinate is true",
 "Month is May",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 314781 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268643-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hssw5
title: Occurrence Download

description: A dataset containing 76189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella officinarum F.W.Schultz & Sch.Bip., 1862",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 76189 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038668-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vweh6
title: Occurrence Download

description: A dataset containing 462696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Poa pratensis L.",
 "Year 1970-2021"
 ]
}

 The dataset includes 462696 records from 805 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272322-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65esdb
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Friesodielsia auriculata (Elmer) Steenis"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010176-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sob8ie
title: Occurrence Download

description: A dataset containing 56036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pimpinella major (L.) Huds.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 56036 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038669-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak9a8f
title: Occurrence Download

description: A dataset containing 640915 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus sylvestris L."
 ]
}

 The dataset includes 640915 records from 923 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268645-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9k2pf
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynorkis flexuosa Lindl."
 ]
}

 The dataset includes 188 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103736-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qt2zw4
title: Occurrence Download

description: A dataset containing 29488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clitocybe nebularis (Batsch) P.Kumm.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 29488 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237036-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghx5eu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Agathis dammara (Lamb.) Rich. & A.Rich."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103772-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dg485q
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orius sauteri",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303813-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.884juv
title: Occurrence Download

description: A dataset containing 8233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation)",
 "Geometry POLYGON((-99.23475 2.09394,-55.8705 2.82893,-56.6055 31.73843,-100.33723 31.49343,-99.23475 2.09394))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteroidea",
 "Year 1970-2023"
 ]
}

 The dataset includes 8233 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103755-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3wzsf
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum maxillare (Lindl.) Rchb.f."
 ]
}

 The dataset includes 102 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103757-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnsgkj
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sibon manzanaresi Mccranie, 2007"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292194-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebfhac
title: Occurrence Download

description: A dataset containing 649 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Keteleeria evelyniana Mast."
 ]
}

 The dataset includes 649 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103763-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgbyha
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium macrostemon Bunge",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 457 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303815-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m93p3e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpophilus nepos Murray, 1864",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0312740-210914110416597/datasets/export for details.
DOI: 10.15468/dl.uvb4rn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum mayrii J.J.Sm."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103765-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcqkpj
title: Occurrence Download

description: A dataset containing 1127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amelanchier ×grandiflora Rehder",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is False",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is less than 180",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180"
 ]
}

 The dataset includes 1127 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0428619-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.