cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.48rekk
title: Occurrence Download

description: A dataset containing 1362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-146.06001 18.65076,-71.93999 18.65076,-71.93999 48.34924,-146.06001 48.34924,-146.06001 18.65076))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gila robusta",
 "Year 1970-2020"
 ]
}

 The dataset includes 1362 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019073-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4m9ec
title: Occurrence Download

description: A dataset containing 867012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen, Occurrence evidence, Living Specimen, Material citation)",
 "Continent is Africa",
 "GadmGid is NGA",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 867012 records from 543 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019028-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffjde9
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trigona fuscipennis"
 ]
}

 The dataset includes 170 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019074-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxh5et
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendarus, Dendarus)",
 "Geometry POLYGON((28.587 41.26, 21.073 41.26, 21.073 34.495, 28.587 34.495, 28.587 41.26))"
 ]
}

 The dataset includes 316 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019076-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ss3xf
title: Occurrence Download

description: A dataset containing 1064018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-09-10",
 "EventDate is less than or equal to 2025-10-10",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1064018 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019069-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17538754
title: AstroML-Datasets: Introductory Machine Learning Tasks Across Physics and Astronomy

description: AstroML-Dataset is an open educational initiative designed to enable introductory-level machine learning tasks across physics and astronomy domains.It provides curated, ML-ready datasets that enable learners and researchers to explore real astronomical data through accessible problems, such as galaxy redshift prediction, photometric classification, and source separation, using data from surveys like SDSS and HSC.

Each dataset includes clearly defined input features and target variables, supporting both teaching and research use in astroinformatics, data science, and machine learning.

For detailed documentation, data structure, and example notebooks, please visit the project repository:🔗 https://github.com/srinadh99/AstroML-Datasets/tree/main
DOI: 10.5281/zenodo.17538755
title: AstroML-Datasets: Introductory Machine Learning Tasks Across Physics and Astronomy

description: AstroML-Dataset is an open educational initiative designed to enable introductory-level machine learning tasks across physics and astronomy domains.It provides curated, ML-ready datasets that enable learners and researchers to explore real astronomical data through accessible problems, such as galaxy redshift prediction, photometric classification, and source separation, using data from surveys like SDSS and HSC.

Each dataset includes clearly defined input features and target variables, supporting both teaching and research use in astroinformatics, data science, and machine learning.

For detailed documentation, data structure, and example notebooks, please visit the project repository:🔗 https://github.com/srinadh99/AstroML-Datasets/tree/main
DOI: 10.15468/dl.ch4unh
title: Occurrence Download

description: A dataset containing 181769 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 (Ripogonum discolor, Scilla pneumonanthe, Linum villarianum, Oedera pungens, Gaudinia maroccana, Ruschia vanniekerkiae, Ruschia inconspicua, Zanthoxylum caribaeum, Oldenlandia schaeferi, Clitoria australis, Conophytum rubrolineatum, Echium asperrimum, Echium brevirame, Echium triste, Ruschia densiflora, Blepharizonia laxa, Genista vuralii, Amsonia palmeri, Poranthera ericifolia, Bulbinella chartacea, Dryopteris oreades, Aquilegia saxifraga, Agathosma stokoei, Aquilegia guarensis, Epilobium boissieri, Epilobium glanduligerum, Epilobium oregonense, Conophytum youngii, Genista capitellata, Clethra arborea, Dryopteris ronald-vianensis, Massonia dentata, Polylepis tarapacana, Epilobium confusum, Epilobium stevenii, Conophytum stevens-jonesianum, Epilobium persicinum, Echium horridum, Dryopteris initialis, Mackaya bella, Zostera mucronata, Brodiaea californica, Brodiaea stellaris, Ricinocarpos megalocarpus, Ruschia suaveolens, Ruschia pauciflora, Ruschia robusta, Rhodothamnus sessillifolius, Zanthoxylum arborescens, Tristagma lineatum, Anabasis al-rawii, Anabasis haussknechtii, Conophytum burgeri, Conophytum chrisocruxum, Echium wildpretii, Genista subcapitata, Genista toluensis, Tulbaghia capensis, Bulbinella barkerae, Bulbinella punctulata, Agathosma aemula, Aquilegia formosa, Tremulina cracens, Harveya vestita, Massonia roggeveldensis, Epilobium fragile, Epilobium hallianum, Ruschia holensis, Ruschia staminodiosa, Podolepis hieracioides, Clitoria monticola, Genista cupanii, Genista hispanica, Rhynchospora barrosiana, Rhynchospora modesti-lucennoi, Cycas pruinosa, Massonia amoena, Echium onosmifolium, Ercilla syncarpellata, Rutidosis leiolepis, Zostera capricorni, Ruschia copiosa, Ruschia depressa, Ruschia floribunda, Ruschia versicolor, Ruschia vanderbergiae, Conophytum frutescens, Conophytum marnierianum, Echium arenarium, Echium rauwolfii, Echium tenue, Dryas octopetala, Aquilegia zapateri, Genista mugronensis, Genista patens, Bulbinella eburniflora, Aegilops ventricosa, Agathosma phillipsii, Sesleria coerulans, Epilobium barbeyanum)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 181769 records from 998 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019066-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpa9wm
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parasenecio lancifolius (Franch.) Y.L.Chen"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060815-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g582e5
title: Occurrence Download

description: A dataset containing 17726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryophytes squirellus (Daudin, 1800)"
 ]
}

 The dataset includes 17726 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007150-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4c7ak
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Elettaria cardamomum (L.) Maton"
 ]
}

 The dataset includes 201 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000146-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89a5v5
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia pentaphylla Phil."
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001589-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10235016
title: Data for "An insect pheromone primes tolerance of herbivory in goldenrod plants"

description: Data for "An insect pheromone primes tolerance of herbivory in goldenrod plants"
Data include all raw data necessary for the analyses of the manuscript.  These include data on the growth, flower production, rhizome production, and gall induction of goldenrod plants (Solidago altissima) after exposure to a priming cue gradient and a specialist herbivore that is the source of the priming cue.  It also contains data on female herbivore oviposition preference.
 
Description of the data and file structure
The data are divided into four sheets.  The first contains data necessary for analyses presented in the main text.  The second contains data for analyses presented in the supplement.  The third presents data from a separate experiment presented in the supplement, and the fourth contains R code for the analyses performed.
 
Sharing/Access information
These data are currently only available on Zenodo.
DOI: 10.15468/dl.9j4tqa
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parasenecio lidjiangensis (Hand.-Mazz.) Y.L.Chen"
 ]
}

 The dataset includes 38 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060821-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57b6xc
title: Occurrence Download

description: A dataset containing 1805200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Setophaga palmarum (J.F.Gmelin, 1789))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1805200 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007183-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cg964p
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Ammodytes tobianus Linnaeus, 1758",
 "Year 2001-2020"
 ]
}

 The dataset includes 623 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000167-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.438nug
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia pearcei Phil."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001586-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eymsv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parasenecio longispicus (Hand.-Mazz.) Y.L.Chen"
 ]
}

 The dataset includes 8 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060823-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxf6wc
title: Occurrence Download

description: A dataset containing 32103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryophytes versicolor (LeConte, 1825)"
 ]
}

 The dataset includes 32103 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007152-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrfj25
title: Occurrence Download

description: A dataset containing 965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lantana camara L.)",
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 965 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000147-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rr6dh
title: Occurrence Download

description: A dataset containing 22532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zalophus californianus (Lesson, 1828)"
 ]
}

 The dataset includes 22532 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001584-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne46sn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia peraltae (Reiche) Phil. ex Dyer"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001590-230224095556074/datasets/export for details.
DOI: 10.15468/dl.r3ed4y
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydoras cochui Myers & Weitzman, 1954"
 ]
}

 The dataset includes 29 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007192-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dz8j7k
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ferula assa-foetida L."
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000155-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s73gkv
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parasenecio nipponica (Miq.) H.Koyama"
 ]
}

 The dataset includes 159 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060855-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ktmnx
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia pirionii I.M.Johnst."
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001595-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7dfba
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "TaxonKey is Chilades parrhasius (Fabricius, 1793)"
 ]
}

 The dataset includes 262 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007180-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h22v9
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parasenecio nokoensis (Masam. & Suzuki) C.I Peng & S.W.Chung"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060857-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wxx3r
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ferula conocaula Korovin"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000158-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2sv7t
title: Occurrence Download

description: A dataset listing the 268 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "GadmGid is BRA.13.646_2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EX, EW, EN, CR, VU, NT, LC, DD, NE)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 268 records were derived from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067793-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysnpa3
title: Occurrence Download

description: A dataset containing 719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scutellaria scordiifolia Fisch. ex Schrank"
 ]
}

 The dataset includes 719 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001587-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywcqse
title: Occurrence Download

description: A dataset containing 5831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hevea Aubl."
 ]
}

 The dataset includes 5831 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007159-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.busruk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parasenecio maowenensis Y.L.Chen"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060824-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecmvu2
title: Occurrence Download

description: A dataset containing 982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gentiana macrophylla Pall."
 ]
}

 The dataset includes 982 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000168-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9meem5
title: Occurrence Download

description: A dataset containing 605201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Setophaga dominica (Linnaeus, 1766))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 605201 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007176-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bef35k
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia retrofracta Hook. & Arn."
 ]
}

 The dataset includes 59 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001596-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsvru2
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Panthera leo (Linnaeus, 1758)",
 "Year 2000-2023"
 ]
}

 The dataset includes 666 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060834-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.