cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.q63ry4
title: Occurrence Download

description: A dataset containing 571440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polychaeta, Clitellata, Hexanauplia, Malacostraca, Ostracoda, Pycnogonida, Brachiopoda, Bryozoa, Actinopterygii, Ascidiacea, Anthozoa, Hydrozoa, Scyphozoa, Staurozoa, Asteroidea, Crinoidea, Echinoidea, Holothuroidea, Ophiuroidea, Hemichordata, Bivalvia, Cephalopoda, Gastropoda, Polyplacophora, Scaphopoda, Nematoda, Nemertea, Demospongiae, Hexactinellida, Homoscleromorpha, Rotifera, Sipuncula, Ctenophora)",
 "Geometry POLYGON((-180 -90,180 -90,180 -47.5000000149055,-180 -47.5000000149055,-180 -90))",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 571440 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0302812-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sztr7z
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Cerambyx cerdo Linnaeus, 1758"
 ]
}

 The dataset includes 170 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078046-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v96x23
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-60.95695 11.06109,-60.38059 11.06109,-60.38059 11.3884,-60.95695 11.3884,-60.95695 11.06109))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1000-1921"
 ]
}

 The dataset includes 314 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086202-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uy79g
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Neolentinus lepideus (Fr.) Redhead & Ginns",
 "TaxonKey is Neolentinus lepideus f. rufescens (A.N.Petrov) Zmitr. & Kovalenko",
 "TaxonKey is Neolentinus lepideus f. ceratoides (Holmsk.) Bondartseva, Zmitr. & Zarudnaya",
 "TaxonKey is Neolentinus ponderosus (O.K.Mill.) Redhead & Ginns"
 ]
 },
 "Year 1990-2021"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221249-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dmjho
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bdallophytum americanum (R.Br.) Eichler ex Solms"
 ]
}

 The dataset includes 84 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008530-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u57633
title: Occurrence Download

description: A dataset containing 3679 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pennisetum pedicellatum Trin."
 ]
}

 The dataset includes 3679 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298906-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zj6vca
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campylorhamphus procurvoides multostriatus (E.Snethlage, 1907)"
 ]
}

 The dataset includes 52 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230712-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz5jzy
title: Occurrence Download

description: A dataset containing 21587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Manacus aurantiacus (Salvin, 1870)"
 ]
}

 The dataset includes 21587 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051685-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mbn7q
title: Occurrence Download

description: A dataset containing 4636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((5.925 52.675,5.975 52.675,5.975 52.725,5.925 52.725,5.925 52.675))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 4636 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306934-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkfycp
title: Occurrence Download

description: A dataset containing 65539 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Colibri coruscans (Gould, 1846)",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 65539 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008530-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnz8em
title: Occurrence Download

description: A dataset listing the 51 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.21226 20.80811,-102.97056 20.80467,-102.97194 20.95024,-103.21123 20.9499,-103.21226 20.80811))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1970-2021"
 ]
}

 The dataset's 51 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0311031-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp44f6
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizodon borellii (Boulenger, 1900)"
 ]
}

 The dataset includes 74 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325278-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtc9hx
title: Occurrence Download

description: A dataset containing 27501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dicentrarchus labrax (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27501 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051684-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2qy4m
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tropidodipsas philippii (Jan, 1863)"
 ]
}

 The dataset includes 47 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054373-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjgywb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Artemisia conaensis Y.Ling & Y.R.Ling"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298905-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ihu73e
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptolobium panamense (Benth.) Sch.Rodr. & A.M.G.Azevedo"
 ]
}

 The dataset includes 93 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006056-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7rby5
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cabassous centralis (Miller, 1899)"
 ]
}

 The dataset includes 250 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239853-200613084148143/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.25941580
title: Dataset: Peptide Stability in the Gastrointestinal Tract

description: Article: https://doi.org/10.1016/j.ijpharm.2023.122643GitHub Repo: https://github.com/FrankWanger/ML_PeptideThis data was manually curated from published articles. The detailed information of references can be found in the article linked above.Abstract: The oral delivery of peptide therapeutics could facilitate precision treatment of numerous gastrointestinal (GI) and systemic diseases with simple administration for patients. However, the vast majority of licensed peptide drugs are currently administered parenterally due to prohibitive peptide instability in the GI tract. As such, the development of GI-stable peptides is receiving considerable investment. This study provides researchers with the first tool to predict the GI stability of peptide therapeutics based solely on the amino acid sequence. Both unsupervised and supervised machine learning techniques were trained on literature-extracted data describing peptide stability in simulated gastric and small intestinal fluid (SGF and SIF). Based on 109 peptide incubations, classification models for SGF and SIF were developed. The best models utilized k-Nearest Neighbor (for SGF) and XGBoost (for SIF) algorithms, with accuracies of 75.1% (SGF) and 69.3% (SIF), and f1 scores of 84.5% (SGF) and 73.4% (SIF) under 5-fold cross-validation. Feature importance analysis demonstrated that peptides’ lipophilicity, rigidity, and size were key determinants of stability. These models are now available to those working on the development of oral peptide therapeutics.
DOI: 10.15468/dl.mvx5hn
title: Occurrence Download

description: A dataset containing 3846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tilapia Smith, 1840"
 ]
}

 The dataset includes 3846 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313995-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgqzp3
title: Occurrence Download

description: A dataset containing 1599 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenodon rabdocephalus (Wied-Neuwied, 1824)"
 ]
}

 The dataset includes 1599 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054378-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruzmqj
title: Occurrence Download

description: A dataset containing 1398 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saguinus oedipus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1398 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013013-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxqn8q
title: Occurrence Download

description: A dataset containing 5701 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Gillnet test fishing and radiocaesium (Cs-137) of brown trout (Salmo trutta) and Arctic char (Salvelinus aplinus) 2008 and 2009 from 20 Central Scandinavian lakes: Occurrences"
 ]
}

 The dataset includes 5701 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002859-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qs4rbm
title: Occurrence Download

description: A dataset containing 3579841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "Year 1000-2021"
 ]
}

 The dataset includes 3579841 records from 1389 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036654-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mfc9m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piper nagaense C.DC."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071081-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67kkmx
title: Occurrence Download

description: A dataset containing 9193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxytropis pilosa (L.) DC."
 ]
}

 The dataset includes 9193 records from 214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071080-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5avv8q
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelargonium tetragonum (L.fil.) L'Hér."
 ]
}

 The dataset includes 300 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071082-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s46xre
title: Occurrence Download

description: A dataset containing 680 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pandanus sylvestris Bory"
 ]
}

 The dataset includes 680 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071083-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kugg3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pertya tsoongiana Y.Ling"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071084-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ypnmm
title: Occurrence Download

description: A dataset listing the 659180 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (Canada, United States of America)"
 ]
}

 The dataset's 659180 records were derived from 4024 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071028-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2e5fjm
title: Occurrence Download

description: A dataset listing the 3276 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-122.45273 37.61707,-122.47203 37.64268,-122.49038 37.64231,-122.48186 37.62996,-122.49503 37.62774,-122.50318 37.59835,-122.52115 37.59437,-122.51556 37.54591,-122.49211 37.5221,-122.44049 37.50281,-122.42924 37.48001,-122.37276 37.4928,-122.34243 37.45141,-122.37007 37.4308,-122.3636 37.39437,-122.31326 37.36479,-122.30625 37.31357,-122.28044 37.29465,-122.34974 37.26576,-122.33736 37.25773,-122.3535 37.24218,-122.34058 37.21509,-122.34834 37.18101,-122.32576 37.16211,-122.30975 37.16401,-122.31802 37.15354,-122.29459 37.10796,-122.22258 37.02489,-122.18082 36.99718,-122.07739 36.97621,-122.02876 36.99978,-121.97156 36.99782,-121.95127 37.02507,-121.94563 37.00236,-121.93192 37.00487,-121.90308 36.98338,-121.85248 37.00722,-121.76107 37.01417,-121.64288 36.90389,-121.57979 36.8912,-121.61256 36.94644,-121.65639 36.96781,-121.66597 36.99356,-121.7607 37.06628,-121.92486 37.1259,-121.9754 37.16531,-121.99572 37.2213,-122.05042 37.25709,-122.07741 37.31042,-122.10741 37.33828,-122.13224 37.35419,-122.20513 37.35895,-122.2437 37.3881,-122.45273 37.61707))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1000-2010"
 ]
}

 The dataset's 3276 records were derived from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102410-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye6qup
title: Occurrence Download

description: A dataset containing 0 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)"
 ]
 }
 }
 ]
 },
 "SpeciesKey is Lithobius magurensis Dobroruka, 1971",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102463-240626123714530/datasets/export for details.
DOI: 10.15468/dl.5sunmw
title: Occurrence Download

description: A dataset containing 19252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coreopsis tinctoria Nutt."
 ]
}

 The dataset includes 19252 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102461-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6n3vn
title: Occurrence Download

description: A dataset containing 41300136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (June, July, August)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2001-2010"
 ]
}

 The dataset includes 41300136 records from 1820 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102421-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1856686.08fu
title: SH1856686.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1856687.08fu
title: SH1856687.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh2833752.08fu
title: SH2833752.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.