cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/examiner-c44-54362
title: Griffith Park Observatory, trip to the moon, 1953.

description: 5 images. Griffith Park Observatory, trip to the moon, 25 May 1953. Doctor Dinsmore Alter; Harold Garb -- 18 -- in space suit.; Caption slip reads: "Photographer: Miller. Date: 1953-05-25. Reporter: Harmon. Assignment: Moon trip. Dr. Dinsmore Alter receives congratulations of preview audience on sixth annual moon trip, Griffith Park. 'Space Cadet' Harold Garb, 18, of South Pasadena, attends moon trip garbed out in latest equipment".
DOI: 10.15468/dl.hh9rcf
title: Occurrence Download

description: A dataset containing 93686 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Apera spica-venti (L.) P.Beauv.)"
 ]
}

 The dataset includes 93686 records from 721 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017341-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5bydz
title: Occurrence Download

description: A dataset containing 66 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 Dipsas pavonina Schlegel, 1837"
 ]
}

 The dataset includes 66 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088331-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxxwgv
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Chrysomya rufifacies (Macquart, 1844)"
 ]
}

 The dataset includes 321 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212756-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1rtxg6
title: Occurrence Download

description: A dataset containing 4428019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4428019 records from 1144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017385-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xrhyj
title: Occurrence Download

description: A dataset containing 33 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 Hebius beddomei (Günther, 1864)"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088339-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sye9us
title: Occurrence Download

description: A dataset containing 3400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalanchoe delagoensis Eckl. & Zeyh."
 ]
}

 The dataset includes 3400 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137228-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgjj49
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liolaemus pseudoanomalus (Cei, 1981)"
 ]
}

 The dataset includes 108 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000490-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntpgzt
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphibalanus reticulatus (Utinomi, 1967)"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017384-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29cttx
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Côte d’Ivoire",
 "Country is Liberia",
 "Country is Nigeria",
 "Country is Guinea",
 "Country is Benin",
 "Country is Sierra Leone"
 ]
 },
 "Geometry POLYGON((-17.62207 21.70898,-17.00684 0.08789,6.63574 2.90039,8.74512 4.6582,10.50293 6.41602,14.63379 12.2168,15.5127 18.28125,12.87598 23.37891,4.08691 19.16016,-5.84473 25.48828,-12.78809 21.62109,-17.62207 21.70898))",
 "TaxonKey is Isachne kiyalaensis Robyns"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017386-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3k9rx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Rhamphastos"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185847-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu9sa6
title: Occurrence Download

description: A dataset containing 2 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 Cryptoblepharus bitaeniatus (Boettger, 1913)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088308-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9b7wzx
title: Occurrence Download

description: A dataset containing 1749 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acmispon wrangelianus (Fisch. & C.A.Mey.) Sokoloff"
 ]
}

 The dataset includes 1749 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139256-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nepy2z
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sclerocactus sileri (L.D.Benson) K.D.Heil & J.M.Porter"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017387-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpcqjr
title: Occurrence Download

description: A dataset containing 8 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 Lachesis melanocephala Solórzano & Cerdas, 1986"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088333-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x758ef
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helostoma temminckii Cuvier, 1829"
 ]
}

 The dataset includes 229 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172513-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwdhjs
title: Occurrence Download

description: A dataset containing 1308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "IucnRedListCategory is VU",
 "TaxonKey is Ursidae",
 "Year 1970-2024"
 ]
}

 The dataset includes 1308 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139257-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ps22nb
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.84111 8.73718,-75.86658 8.73039,-75.87073 8.69717,-75.84692 8.67516,-75.81757 8.68485,-75.80747 8.70603,-75.81522 8.72403,-75.83336 8.73607,-75.84111 8.73718))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 271 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139258-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fevvxg
title: Occurrence Download

description: A dataset containing 54 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 Typhlops gonavensis Richmond, 1964"
 ]
}

 The dataset includes 54 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088320-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wlmvvy
title: Occurrence Download

description: A dataset containing 2199 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Back from the Brink vascular plant species abundance and distribution for Great Britain for the period 2002-2009"
 ]
}

 The dataset includes 2199 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017399-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ywxs5
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xylopia sclerophylla D.M.Johnson & N.A.Murray"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139259-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va7u9n
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vigna Savi"
 ]
}

 The dataset includes 139 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189736-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oojssi
title: Occurrence Download

description: A dataset containing 3577 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Spiraea alba DuRoi",
 "TaxonKey is Spiraea alba Du Roi"
 ]
}

 The dataset includes 3577 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017387-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ersooh
title: Occurrence Download

description: A dataset containing 1575 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Falco novaeseelandiae J.F.Gmelin, 1788"
 ]
}

 The dataset includes 1575 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008423-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en9a8z
title: Occurrence Download

description: A dataset containing 94 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 Phylloscartes chapmani Gilliard, 1940"
 ]
}

 The dataset includes 94 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037720-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmjyw5
title: Occurrence Download

description: A dataset containing 671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phymatosorus grossus (Langsd. & Fisch.) Brownlie",
 "HasCoordinate is true"
 ]
}

 The dataset includes 671 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141078-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ezmud
title: Occurrence Download

description: A dataset containing 106456 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Costa Rica",
 "Country is Mexico",
 "Country is Brazil"
 ]
 },
 "TaxonKey is Arctiidae"
 ]
}

 The dataset includes 106456 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087893-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsek2r
title: Occurrence Download

description: A dataset containing 35457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.45663 25.20180,-101.94361 25.20180,-101.94361 26.60805,-105.45663 26.60805,-105.45663 25.20180))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 35457 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037749-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6ajpd
title: Occurrence Download

description: A dataset containing 80909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((100.47615 13.47885,100.46139 13.60451,100.53555 13.60451,100.52662 13.67043,100.53967 13.67523,100.54996 13.6972,100.55477 13.71574,100.58498 13.7075,100.5994 13.6821,100.63168 13.68141,100.64884 13.73222,100.74223 13.73085,100.82943 13.7233,100.93105 13.70338,100.97157 13.8311,100.97157 13.92242,100.85896 13.93272,100.7127 13.89702,100.65502 13.93066,100.59803 13.9595,100.53417 13.97255,100.48748 13.87436,100.47031 13.83453,100.44422 13.81393,100.37418 13.80089,100.31513 13.81393,100.31513 13.81393,100.30294 13.78922,100.29865 13.77342,100.33333 13.62167,100.37418 13.48297,100.47615 13.47885))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC0 1.0",
 "OccurrenceStatus is Present",
 "Year 2015-2020"
 ]
}

 The dataset includes 80909 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090269-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22d9em
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichosanthes bracteata (Lam.) Voigt"
 ]
}

 The dataset includes 148 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130535-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8mcpn
title: Occurrence Download

description: A dataset containing 10384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Manihot esculenta Crantz"
 ]
}

 The dataset includes 10384 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008423-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kueuw
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus longearistatus (Boiss.) Tzvelev"
 ]
}

 The dataset includes 533 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037727-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uz5uq
title: Occurrence Download

description: A dataset containing 117060 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudotsuga Carrière"
 ]
}

 The dataset includes 117060 records from 1058 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130471-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqkgf9
title: Occurrence Download

description: A dataset containing 45981 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinella marina (Linnaeus, 1758)"
 ]
}

 The dataset includes 45981 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109066-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9xg7r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Martes zibellina (Linnaeus, 1758)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117555-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztrr8s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaphoglossum idenburgensis Holttum"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037696-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10478376
title: Data from MOSAiC, NICE and Weddel Sea expedition

description: The folder contains data for the MOSAiC, N-ICE and Weddell sea expedition for Snow particle counter measurements. Coarse aerosol measurements from the MOSAiC expedition are also included. The data includes both .mat and .nc files
DOI: 10.5281/zenodo.10478377
title: Data from MOSAiC, NICE and Weddel Sea expedition

description: The folder contains data for the MOSAiC, N-ICE and Weddell sea expedition for Snow particle counter measurements. Coarse aerosol measurements from the MOSAiC expedition are also included.
DOI: 10.5281/zenodo.13760069
title: Data from MOSAiC, NICE and Weddel Sea expedition

description: The folder contains data for the MOSAiC, N-ICE and Weddell sea expedition for Snow particle counter measurements. Coarse aerosol measurements from the MOSAiC expedition are also included. The data includes both .mat and .nc files
DOI: 10.5281/zenodo.13748798
title: Corpus Nummorum - Object Detection Coin Dataset

description: This Object Detection dataset is a collection of ancient coin images from three different sources: the Corpus Nummorum (CN) project, the Münzkabinett Berlin and the Bibliothèque nationale de France, Département des Monnaies, médailles et antiques. It covers Greek and Roman coins from ancient Thrace, Moesia Inferior, Troad and Mysia. This is a selection of the coins published on the CN portal (due to copyrights). 

This dataset contains 506 different classes with about 179.000 coin images (approx. 29.000 unique coins). The classes come from four different categories: persons, objects, animals and plants. The coin images were assigned to the classes using our NLP pipeline. For this purpose, our Named Entity Recognition and Relation Extraction were performed on every coin's description (separated into obverse and reverse). Each coin image assigned to this description was then copied to the folder of the predicted classes. A coin image can therefore also be assigned to different classes. The file name contains both the coin id and the coin type of the CN database. Whether the image belongs to a coin obverse or reverse can be recognized by the suffix obv or rev. An "sources" csv file holds the sources for every image. Due to copyrights the image size is limited to 299*299 pixels. However, this should be sufficient for most ML approaches.

Due to the numerically different occurrences of the individual entities, the data set is not balanced. In addition, a class can contain very different representations of the same entity. Therefore, some classes can be difficult to train. Unfortunately, we cannot provide any annotations for the data set.

During the summer semester 2024, we held the "Data Challenge" event at our Department of Computer Science at the Goethe-University. Our students could choose between the Object Detection dataset and a Natural Language dataset as their challenge. One team opted for the Object Detection challenge. We gave them this dataset with the task to use to try out their own ideas. Here are their results:

Multilabel Classification as Backbone for Object Detection

 

Now we would like to invite you to try out your own ideas and models on our coin data.

If you have any questions or suggestions, please, feel free to contact us.