Dataset Open Access
Walmsley, Mike;
Lintott, Chris;
Tobias, Geron;
Kruk, Sandor J;
Krawczyk, Coleman;
Willett, Kyle;
Bamford, Steven;
Keel, William;
Kelvin, Lee S;
Fortson, Lucy;
Masters, Karen;
Mehta, Vihang;
Simmons, Brooke;
Smethurst, Rebecca J;
Baeten, Elisabeth M L;
Macmillan, Christine
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J</foaf:name> <foaf:givenName>Sandor J</foaf:givenName> <foaf:familyName>Kruk</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>European Space Agency</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Krawczyk, Coleman</foaf:name> <foaf:givenName>Coleman</foaf:givenName> <foaf:familyName>Krawczyk</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>University of Portsmouth</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Willett, Kyle</foaf:name> <foaf:givenName>Kyle</foaf:givenName> <foaf:familyName>Willett</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>University of Minnesota</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Bamford, Steven</foaf:name> <foaf:givenName>Steven</foaf:givenName> <foaf:familyName>Bamford</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>University of Nottingham</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description rdf:about="http://orcid.org/0000-0002-6131-9539"> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0002-6131-9539</dct:identifier> <foaf:name>Keel, William</foaf:name> <foaf:givenName>William</foaf:givenName> <foaf:familyName>Keel</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>University of Alabama</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description rdf:about="http://orcid.org/0000-0001-9395-4759"> <rdf:type 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rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0003-0846-9578</dct:identifier> <foaf:name>Masters, Karen</foaf:name> <foaf:givenName>Karen</foaf:givenName> <foaf:familyName>Masters</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>Haverford College</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Mehta, Vihang</foaf:name> <foaf:givenName>Vihang</foaf:givenName> <foaf:familyName>Mehta</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>University of Minnesota</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Simmons, Brooke</foaf:name> <foaf:givenName>Brooke</foaf:givenName> <foaf:familyName>Simmons</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>Lancaster University</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description rdf:about="http://orcid.org/0000-0001-6417-7196"> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0001-6417-7196</dct:identifier> <foaf:name>Smethurst, Rebecca J</foaf:name> <foaf:givenName>Rebecca J</foaf:givenName> <foaf:familyName>Smethurst</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>University of Oxford</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Baeten, Elisabeth M L</foaf:name> <foaf:givenName>Elisabeth M L</foaf:givenName> <foaf:familyName>Baeten</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>Zooniverse</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Macmillan, Christine</foaf:name> <foaf:givenName>Christine</foaf:givenName> <foaf:familyName>Macmillan</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>Zooniverse</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:title>Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies</dct:title> <dct:publisher> <foaf:Agent> <foaf:name>Zenodo</foaf:name> </foaf:Agent> </dct:publisher> <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2020</dct:issued> <dcat:keyword>galaxies</dcat:keyword> <dcat:keyword>deep learning</dcat:keyword> <dcat:keyword>citizen science</dcat:keyword> <dcat:keyword>Galaxy Zoo</dcat:keyword> <dcat:keyword>astrophysics</dcat:keyword> <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2020-12-29</dct:issued> <dct:language rdf:resource="http://publications.europa.eu/resource/authority/language/ENG"/> <owl:sameAs rdf:resource="https://zenodo.org/record/4196267"/> <adms:identifier> <adms:Identifier> <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/4196267</skos:notation> <adms:schemeAgency>url</adms:schemeAgency> </adms:Identifier> </adms:identifier> <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.4196266"/> <owl:versionInfo>0.0.1</owl:versionInfo> <dct:description><p>This repository contains the data released in the paper &quot;Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies&quot; <em>(DOI to follow on publication).</em></p> <p>We release detailed morphology catalogues, both volunteer and automated, for Galaxy Zoo DECaLS.</p> <p>- gz_decals_volunteers_ab contains volunteer classifications for galaxies classified during the GZD-A and GZD-B campaigns.</p> <p>- gz_decals_volunteers_c similarly contains classifications from the GZD-C campaign. Note that GZD-C used a modified schema designed to better detect mergers and weak bars, and includes many galaxies with only approx. five volunteer responses.</p> <p>- gz_decals_auto_posteriors contains the predicted posteriors for volunteer responses to all galaxies used in any campaign, recorded as Dirichlet distribution concentrations.&nbsp;</p> <p>- gz_decals_auto_fractions reduces those posteriors to the automated equivalent of previous Galaxy Zoo data releases; the expected vote fractions (mean posteriors). Note that not all vote fractions are relevant for every galaxy; we suggest assessing relevance using the estimated fraction of volunteers that would have been asked each question. <em>In the v0.0.1 release, these are included within the gz_decals_auto_posteriors files.</em></p> <p>Each catalogue has a schema of the same name. <em>These are not yet included in the v0.0.1 release.</em></p> <p>We also release the galaxy images shown to volunteers on www.galaxyzoo.org. The images on which the automated classifier was trained may be derived from these volunteer-facing images. These are not yet included in the v0.0.1 release.</p> <p>We will release updates if needed via Zenodo versioning. We recommend using the latest version of this repository. You can check the version you are currently viewing on the right-hand sidebar.</p> <p>Please cite the paper (DOI to follow on publication) when using the data in this repository.</p></dct:description> <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/> <dct:accessRights> <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess"> <rdfs:label>Open Access</rdfs:label> </dct:RightsStatement> </dct:accessRights> <dcat:distribution> <dcat:Distribution> <dct:license rdf:resource="https://creativecommons.org/licenses/by/4.0/legalcode"/> <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.4196267"/> </dcat:Distribution> </dcat:distribution> <dcat:distribution> <dcat:Distribution> <dcat:accessURL>https://doi.org/10.5281/zenodo.4196267</dcat:accessURL> <dcat:byteSize>1597622728</dcat:byteSize> <dcat:downloadURL>https://zenodo.org/record/4196267/files/gz_decals_auto_posteriors.csv</dcat:downloadURL> <dcat:mediaType>text/csv</dcat:mediaType> </dcat:Distribution> </dcat:distribution> <dcat:distribution> <dcat:Distribution> <dcat:accessURL>https://doi.org/10.5281/zenodo.4196267</dcat:accessURL> <dcat:byteSize>1597622728</dcat:byteSize> <dcat:downloadURL>https://zenodo.org/record/4196267/files/gz_decals_auto_posteriors.parquet</dcat:downloadURL> </dcat:Distribution> </dcat:distribution> <dcat:distribution> <dcat:Distribution> <dcat:accessURL>https://doi.org/10.5281/zenodo.4196267</dcat:accessURL> <dcat:byteSize>57850200</dcat:byteSize> <dcat:downloadURL>https://zenodo.org/record/4196267/files/gz_decals_volunteers_ab.csv</dcat:downloadURL> <dcat:mediaType>text/csv</dcat:mediaType> </dcat:Distribution> </dcat:distribution> <dcat:distribution> <dcat:Distribution> <dcat:accessURL>https://doi.org/10.5281/zenodo.4196267</dcat:accessURL> <dcat:byteSize>12281093</dcat:byteSize> <dcat:downloadURL>https://zenodo.org/record/4196267/files/gz_decals_volunteers_ab.parquet</dcat:downloadURL> </dcat:Distribution> </dcat:distribution> <dcat:distribution> <dcat:Distribution> <dcat:accessURL>https://doi.org/10.5281/zenodo.4196267</dcat:accessURL> <dcat:byteSize>111254632</dcat:byteSize> <dcat:downloadURL>https://zenodo.org/record/4196267/files/gz_decals_volunteers_c.csv</dcat:downloadURL> <dcat:mediaType>text/csv</dcat:mediaType> </dcat:Distribution> </dcat:distribution> <dcat:distribution> <dcat:Distribution> <dcat:accessURL>https://doi.org/10.5281/zenodo.4196267</dcat:accessURL> <dcat:byteSize>31678539</dcat:byteSize> <dcat:downloadURL>https://zenodo.org/record/4196267/files/gz_decals_volunteers_c.parquet</dcat:downloadURL> </dcat:Distribution> </dcat:distribution> </rdf:Description> </rdf:RDF>
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Views | 292 | 292 |
Downloads | 235 | 235 |
Data volume | 134.9 GB | 134.9 GB |
Unique views | 240 | 240 |
Unique downloads | 69 | 69 |