{"id":"https://openalex.org/W2617242517","doi":"https://doi.org/10.1017/s1743921316013089","title":"Dealing with Uncertain Multimodal Photometric Redshift Estimations","display_name":"Dealing with Uncertain Multimodal Photometric Redshift Estimations","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2617242517","doi":"https://doi.org/10.1017/s1743921316013089","mag":"2617242517"},"language":"en","primary_location":{"id":"doi:10.1017/s1743921316013089","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1743921316013089","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/28C34F4C86E013E752580331784A965A/S1743921316013089a.pdf/div-class-title-dealing-with-uncertain-multimodal-photometric-redshift-estimations-div.pdf","source":{"id":"https://openalex.org/S4210212087","display_name":"Proceedings of the International Astronomical Union","issn_l":"1743-9213","issn":["1743-9213","1743-9221"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Astronomical Union","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/28C34F4C86E013E752580331784A965A/S1743921316013089a.pdf/div-class-title-dealing-with-uncertain-multimodal-photometric-redshift-estimations-div.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033748618","display_name":"Kai Polsterer","orcid":"https://orcid.org/0000-0002-3435-1912"},"institutions":[{"id":"https://openalex.org/I71030271","display_name":"Heidelberg Institute for Theoretical Studies","ror":"https://ror.org/01f7bcy98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I71030271"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kai L. Polsterer","raw_affiliation_strings":["Astroinformatics, Heidelberg Institute for Theoretical Studies, Schloss-Wolfsbrunnenweg 35, 69118, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Astroinformatics, Heidelberg Institute for Theoretical Studies, Schloss-Wolfsbrunnenweg 35, 69118, Heidelberg, Germany","institution_ids":["https://openalex.org/I71030271"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5033748618"],"corresponding_institution_ids":["https://openalex.org/I71030271"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.12769559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":"S325","first_page":"156","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.9617000222206116,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9508000016212463,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/redshift","display_name":"Redshift","score":0.8654455542564392},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.58540278673172},{"id":"https://openalex.org/keywords/photometric-redshift","display_name":"Photometric redshift","score":0.5774860382080078},{"id":"https://openalex.org/keywords/sky","display_name":"Sky","score":0.5499899387359619},{"id":"https://openalex.org/keywords/cosmic-cancer-database","display_name":"COSMIC cancer database","score":0.5255231261253357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4832976162433624},{"id":"https://openalex.org/keywords/instrumentation","display_name":"Instrumentation (computer programming)","score":0.4755953252315521},{"id":"https://openalex.org/keywords/astrophysics","display_name":"Astrophysics","score":0.4748663902282715},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.4362662136554718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28047680854797363},{"id":"https://openalex.org/keywords/galaxy","display_name":"Galaxy","score":0.19410720467567444}],"concepts":[{"id":"https://openalex.org/C33024259","wikidata":"https://www.wikidata.org/wiki/Q76250","display_name":"Redshift","level":3,"score":0.8654455542564392},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.58540278673172},{"id":"https://openalex.org/C2780974285","wikidata":"https://www.wikidata.org/wiki/Q3967221","display_name":"Photometric redshift","level":4,"score":0.5774860382080078},{"id":"https://openalex.org/C73329638","wikidata":"https://www.wikidata.org/wiki/Q527","display_name":"Sky","level":2,"score":0.5499899387359619},{"id":"https://openalex.org/C59375849","wikidata":"https://www.wikidata.org/wiki/Q5013513","display_name":"COSMIC cancer database","level":2,"score":0.5255231261253357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4832976162433624},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.4755953252315521},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.4748663902282715},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4362662136554718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28047680854797363},{"id":"https://openalex.org/C98444146","wikidata":"https://www.wikidata.org/wiki/Q318","display_name":"Galaxy","level":2,"score":0.19410720467567444},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s1743921316013089","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1743921316013089","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/28C34F4C86E013E752580331784A965A/S1743921316013089a.pdf/div-class-title-dealing-with-uncertain-multimodal-photometric-redshift-estimations-div.pdf","source":{"id":"https://openalex.org/S4210212087","display_name":"Proceedings of the International Astronomical Union","issn_l":"1743-9213","issn":["1743-9213","1743-9221"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Astronomical Union","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1017/s1743921316013089","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1743921316013089","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/28C34F4C86E013E752580331784A965A/S1743921316013089a.pdf/div-class-title-dealing-with-uncertain-multimodal-photometric-redshift-estimations-div.pdf","source":{"id":"https://openalex.org/S4210212087","display_name":"Proceedings of the International Astronomical Union","issn_l":"1743-9213","issn":["1743-9213","1743-9221"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Astronomical Union","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306151","display_name":"Alfred P. Sloan Foundation","ror":"https://ror.org/052csg198"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2617242517.pdf","grobid_xml":"https://content.openalex.org/works/W2617242517.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W100945772","https://openalex.org/W1506806321","https://openalex.org/W1976255336","https://openalex.org/W1983961944","https://openalex.org/W2025720061","https://openalex.org/W2119114072","https://openalex.org/W2130715829","https://openalex.org/W2145911539","https://openalex.org/W2178242555","https://openalex.org/W2524802694","https://openalex.org/W2557408914","https://openalex.org/W2796293253"],"related_works":["https://openalex.org/W2952000709","https://openalex.org/W2103067535","https://openalex.org/W2024864808","https://openalex.org/W1613035044","https://openalex.org/W2072161578","https://openalex.org/W3104092563","https://openalex.org/W2366516297","https://openalex.org/W3043088285","https://openalex.org/W3103734241","https://openalex.org/W2110478289"],"abstract_inverted_index":{"Abstract":[0],"Due":[1],"to":[2,38,63,80],"limitations":[3],"in":[4,21,49,91],"available":[5],"instrumentation":[6],"and":[7,45,74,103],"observation":[8],"time,":[9],"a":[10],"spectroscopic":[11],"determination":[12],"of":[13,35,67,72,77,84,107],"distance":[14],"is":[15,61],"not":[16],"feasible":[17],"for":[18,98],"all":[19],"objects":[20],"the":[22,50,65,68,75,82,92,105],"sky.":[23],"Therefore":[24],"statistical":[25],"methods":[26],"that":[27],"estimate":[28],"redshifts,":[29],"based":[30],"on":[31],"photometric":[32],"measurement":[33],"are":[34,52],"tremendous":[36],"importance":[37],"many":[39],"astrophysical":[40,58],"questions.":[41],"Determining":[42],"cosmological":[43],"parameters":[44],"understanding":[46],"evolutionary":[47],"processes":[48],"universe":[51],"just":[53],"two":[54],"examples.":[55],"When":[56],"perform":[57],"analyses,":[59],"it":[60],"necessary":[62],"treat":[64],"uncertainties":[66],"estimates":[69,87,102],"correctly.":[70],"Over-simplification":[71],"results":[73],"usage":[76],"wrong":[78],"tools":[79,97],"evaluate":[81],"performance":[83],"probabilistic":[85],"redshift":[86,101,109],"were":[88],"commonly":[89],"found":[90],"literature.":[93],"We":[94],"present":[95],"proper":[96],"evaluating":[99],"uncertain":[100],"discuss":[104],"necessity":[106],"multimodal":[108],"distributions.":[110]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
