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

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Year 2008-2017",
 "TaxonKey is Pteridium aquilinum (L.) Kuhn"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007189-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm7a4e
title: Occurrence Download

description: A dataset containing 5628 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Hawaii, United States (ver.2.0, 2022)"
 ]
}

 The dataset includes 5628 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055404-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsbeqj
title: Occurrence Download

description: A dataset containing 369837 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario Nacional Colombiano (COL)"
 ]
}

 The dataset includes 369837 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007189-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usapgd
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potamocorbula amurensis (Schrenck, 1862)"
 ]
}

 The dataset includes 416 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048996-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkoo3i
title: Occurrence Download

description: A dataset containing 3895 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis cerana Fabricius, 1793"
 ]
}

 The dataset includes 3895 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007190-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwttvg
title: Occurrence Download

description: A dataset containing 866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-159.64865 20.42643,-52.85786 20.42643,-52.85786 73.46346,-159.64865 73.46346,-159.64865 20.42643))",
 "TaxonKey is Elymus repens (L.) Gould"
 ]
}

 The dataset includes 866 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024852-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83034b
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycalopex griseus (Gray, 1837)"
 ]
}

 The dataset includes 312 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007190-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7nddg
title: Occurrence Download

description: A dataset containing 6715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Commelina benghalensis L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6715 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037146-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c944hw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coregonus peled",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002651-250920141307145/datasets/export for details.
DOI: 10.15468/dl.u88stf
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pachypterus khavalchor)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002653-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5edfj
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Hoffmannseggia drepanocarpa",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 67 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002654-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fpbgt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coregonus peled",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002655-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tm9k85
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coregonus peled",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002656-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7j3m3
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coregonus peled",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002657-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17076922
title: Supporting Data from: Resolution-Adaptive Orbitrap Mass Spectrometry Data Binning for Multi-Platform Untargeted Metabolomics Data Integration

description: §  Supporting file 1

A spreadsheet recording numerous iterations for hyperparameter tuning for logistic regression model.

§  Supporting file 2

A spreadsheet recording numerous iterations for hyperparameter tuning for linear Support Vector Classifier model.

§  Supporting file 3

A spreadsheet recording numerous iterations for hyperparameter tuning for gradient boosting model.

§  Supporting file 4

A spreadsheet recording numerous iterations for hyperparameter tuning for eXtreme Gradient Boosting model.

§  Supporting file 5

A spreadsheet recording numerous iterations for hyperparameter tuning for decision tree model.

§  Supporting file 6

A spreadsheet recording numerous iterations for hyperparameter tuning for random forest model.

§  Supporting file 7

A spreadsheet recording binning performance before data integration (batch 1).

§  Supporting file 8

A spreadsheet recording binning performance before data integration (batch 2).

§  Supporting file 9

A spreadsheet recording binning performance after inter-batch data integration.

§  Supporting dataset 1

A zip collection of DESI-MSI raw data for the trainging dataset.

§  Supporting dataset 2

A zip collection of DESI-MSI raw data for the external dataset used for data ingestion.

§  Supporting dataset 3

A zip collection of MS raw data for the fine-needle aspiration smear DESI-MSI dataset.

§  Supporting dataset 4

A zip collection of MS raw data for the direction infusion dataset.

§  Supporting dataset 5

A zip collection of histograms of the m/z buckets before data integration (batch 1).

§  Supporting dataset 6

A zip collection of histograms of the m/z buckets before data integration (batch 2).

§  Supporting dataset 7

A zip collection of histograms of the m/z buckets after inter-batch data integration.
DOI: 10.15468/dl.2mdpxh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Odontesthes brevianalis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002660-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjg6hb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coregonus peled",
 "Country is Kazakhstan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002665-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6mewn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coregonus peled",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002663-250920141307145/datasets/export for details.
DOI: 10.15468/dl.wkw923
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coregonus peled",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002664-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckbxwq
title: Occurrence Download

description: A dataset containing 346998 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Geranium dissectum)"
 ]
}

 The dataset includes 346998 records from 2898 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002636-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnk994
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cleistanthus chlorocarpus Airy Shaw"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006154-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrun47
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia forolensis L.E.Newton"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049815-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffsk3t
title: Occurrence Download

description: A dataset containing 2196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fragaria nilgerrensis Schltdl. ex J.Gay"
 ]
}

 The dataset includes 2196 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006152-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4bkb9
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bletia neglecta Sosa"
 ]
}

 The dataset includes 72 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012771-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjvclz
title: Occurrence Download

description: A dataset containing 1632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxyria digyna (L.) Hill",
 "Country is United States of America"
 ]
}

 The dataset includes 1632 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010610-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bqk9m
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codonoboea pagonensis (B.L.Burtt) A.Weber"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006182-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g75mcb
title: Occurrence Download

description: A dataset containing 2236 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Copsychus luzoniensis (Kittlitz, 1832)"
 ]
}

 The dataset includes 2236 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049794-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dbsas
title: Occurrence Download

description: A dataset containing 21698 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptopelia tranquebarica (Hermann, 1804)"
 ]
}

 The dataset includes 21698 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010610-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pgufh
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Phalaropus lobatus (Linnaeus, 1758)",
 "Year 2019-2021"
 ]
}

 The dataset includes 222 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006219-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.306fzv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Zophodia grossulariella (Hubner, 1809)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043088-180508205500799/datasets/export for details.
DOI: 10.15468/dl.87h9pw
title: Occurrence Download

description: A dataset containing 10259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-111.32451 31.1154,-110.26628 31.1154,-110.26628 32.36696,-111.32451 32.36696,-111.32451 31.1154))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2000-2024"
 ]
}

 The dataset includes 10259 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022345-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptberv
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coptosperma madagascariense (Baill.) De Block"
 ]
}

 The dataset includes 147 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006171-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.70rlas
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphonia chalybea (Mikan, 1825)"
 ]
}

 The dataset includes 426 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010610-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uh3u9
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cisticola restrictus Traylor, 1967"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051977-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbfypm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cleistanthus celebicus Jabl."
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006147-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wlmmje
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atelopus halihelos Peters, 1973",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010611-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5qjyq
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Bassariscus sumichrasti (Saussure, 1860)"
 ]
}

 The dataset includes 314 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022381-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjnrfz
title: Occurrence Download

description: A dataset containing 1249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixodes persulcatus Schulze, 1930"
 ]
}

 The dataset includes 1249 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006261-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmugc6
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelargonium capitatum Linnaeus, 1753"
 ]
}

 The dataset includes 738 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010611-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c84c53
title: Occurrence Download

description: A dataset containing 12185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agaricia tenuifolia Dana, 1846",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 12185 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039291-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.