{"id":"https://openalex.org/W2068725744","doi":"https://doi.org/10.3390/rs6065184","title":"An Alternative Approach to Mapping Thermophysical Units from Martian Thermal Inertia and Albedo Data Using a Combination of Unsupervised Classification Techniques","display_name":"An Alternative Approach to Mapping Thermophysical Units from Martian Thermal Inertia and Albedo Data Using a Combination of Unsupervised Classification Techniques","publication_year":2014,"publication_date":"2014-06-05","ids":{"openalex":"https://openalex.org/W2068725744","doi":"https://doi.org/10.3390/rs6065184","mag":"2068725744"},"language":"en","primary_location":{"id":"doi:10.3390/rs6065184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs6065184","pdf_url":"https://www.mdpi.com/2072-4292/6/6/5184/pdf?version=1403137458","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/6/6/5184/pdf?version=1403137458","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007072121","display_name":"Eriita Jones","orcid":"https://orcid.org/0000-0002-8952-1982"},"institutions":[{"id":"https://openalex.org/I3129270235","display_name":"Mount Stromlo Observatory","ror":"https://ror.org/006a4jj40","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636","https://openalex.org/I3129270235"]},{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]},{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["AU","CA"],"is_corresponding":true,"raw_author_name":"Eriita Jones","raw_affiliation_strings":["Centre for Planetary Science and Exploration, University of Western Ontario, London,  ON N6A 5B7, Canada","Department of Earth Sciences, University of Western Ontario, London, ON N6A 5B7, Canada","Mars Society Australia, Canberra, ACT 2606, Australia","Research School of Astronomy and Astrophysics, Planetary Sciences Institute, Mount Stromlo Observatory, Australian National University, Cotter Road, Weston, ACT 2611, Australia","The Fenner School of Environment and Society, Building 48, Australian National University, Canberra, ACT 0200, Australia","Centre for Planetary Science and Exploration, University of Western Ontario, London, ON N6A 5B7, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Planetary Science and Exploration, University of Western Ontario, London,  ON N6A 5B7, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Earth Sciences, University of Western Ontario, London, ON N6A 5B7, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Mars Society Australia, Canberra, ACT 2606, Australia","institution_ids":[]},{"raw_affiliation_string":"Research School of Astronomy and Astrophysics, Planetary Sciences Institute, Mount Stromlo Observatory, Australian National University, Cotter Road, Weston, ACT 2611, Australia","institution_ids":["https://openalex.org/I3129270235","https://openalex.org/I118347636"]},{"raw_affiliation_string":"The Fenner School of Environment and Society, Building 48, Australian National University, Canberra, ACT 0200, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"Centre for Planetary Science and Exploration, University of Western Ontario, London, ON N6A 5B7, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072971527","display_name":"Graziella Caprarelli","orcid":"https://orcid.org/0000-0001-9578-3228"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Graziella Caprarelli","raw_affiliation_strings":["Division of IT, Engineering and the Environment, Bonython Jubilee Building, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia"],"affiliations":[{"raw_affiliation_string":"Division of IT, Engineering and the Environment, Bonython Jubilee Building, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059109459","display_name":"Franklin P. Mills","orcid":"https://orcid.org/0000-0002-4270-7333"},"institutions":[{"id":"https://openalex.org/I1298453700","display_name":"Space Science Institute","ror":"https://ror.org/046a9q865","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298453700"]},{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Franklin Mills","raw_affiliation_strings":["Research School of Physics and Engineering, Mills Road, Australian National University,  Canberra, ACT 0200, Australia","Space Science Institute, Boulder, CO 80301, USA","The Fenner School of Environment and Society, Building 48, Australian National University, Canberra, ACT 0200, Australia","Research School of Physics and Engineering, Mills Road, Australian National University, Canberra, ACT 0200, Australia"],"affiliations":[{"raw_affiliation_string":"Research School of Physics and Engineering, Mills Road, Australian National University,  Canberra, ACT 0200, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"Space Science Institute, Boulder, CO 80301, USA","institution_ids":["https://openalex.org/I1298453700"]},{"raw_affiliation_string":"The Fenner School of Environment and Society, Building 48, Australian National University, Canberra, ACT 0200, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"Research School of Physics and Engineering, Mills Road, Australian National University, Canberra, ACT 0200, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091606950","display_name":"Bruce Doran","orcid":"https://orcid.org/0000-0002-4214-2205"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bruce Doran","raw_affiliation_strings":["The Fenner School of Environment and Society, Building 48, Australian National University, Canberra, ACT 0200, Australia"],"affiliations":[{"raw_affiliation_string":"The Fenner School of Environment and Society, Building 48, Australian National University, Canberra, ACT 0200, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071550327","display_name":"Jonathan Clarke","orcid":"https://orcid.org/0000-0003-1495-7746"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonathan Clarke","raw_affiliation_strings":["Mars Society Australia, Canberra, ACT 2606, Australia"],"affiliations":[{"raw_affiliation_string":"Mars Society Australia, Canberra, ACT 2606, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007072121"],"corresponding_institution_ids":["https://openalex.org/I118347636","https://openalex.org/I125749732","https://openalex.org/I3129270235"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.4785,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.88606887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":"6","first_page":"5184","last_page":"5237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10406","display_name":"Planetary Science and Exploration","score":0.9986000061035156,"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/T10406","display_name":"Planetary Science and Exploration","score":0.9986000061035156,"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/T13126","display_name":"Scientific Research and Discoveries","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"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/T10325","display_name":"Astro and Planetary Science","score":0.9650999903678894,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/martian-surface","display_name":"Martian surface","score":0.7520575523376465},{"id":"https://openalex.org/keywords/mars-exploration-program","display_name":"Mars Exploration Program","score":0.6719645261764526},{"id":"https://openalex.org/keywords/albedo","display_name":"Albedo (alchemy)","score":0.6601178050041199},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5795667767524719},{"id":"https://openalex.org/keywords/martian","display_name":"Martian","score":0.5241277813911438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4899579584598541},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4233132302761078},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4185671806335449},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3217049241065979},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2759525179862976},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.24550381302833557},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11582916975021362},{"id":"https://openalex.org/keywords/astrobiology","display_name":"Astrobiology","score":0.07687634229660034}],"concepts":[{"id":"https://openalex.org/C2776219924","wikidata":"https://www.wikidata.org/wiki/Q6774740","display_name":"Martian surface","level":4,"score":0.7520575523376465},{"id":"https://openalex.org/C83260615","wikidata":"https://www.wikidata.org/wiki/Q6773121","display_name":"Mars Exploration Program","level":2,"score":0.6719645261764526},{"id":"https://openalex.org/C195886398","wikidata":"https://www.wikidata.org/wiki/Q2110050","display_name":"Albedo (alchemy)","level":3,"score":0.6601178050041199},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5795667767524719},{"id":"https://openalex.org/C2778600265","wikidata":"https://www.wikidata.org/wiki/Q913850","display_name":"Martian","level":3,"score":0.5241277813911438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4899579584598541},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4233132302761078},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4185671806335449},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3217049241065979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2759525179862976},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24550381302833557},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11582916975021362},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.07687634229660034},{"id":"https://openalex.org/C554144382","wikidata":"https://www.wikidata.org/wiki/Q213156","display_name":"Performance art","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs6065184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs6065184","pdf_url":"https://www.mdpi.com/2072-4292/6/6/5184/pdf?version=1403137458","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:urm_publish:9915910033701831","is_oa":true,"landing_page_url":"https://find.library.unisa.edu.au/discovery/fulldisplay/alma9915910033701831/61USOUTHAUS_INST:ROR","pdf_url":null,"source":{"id":"https://openalex.org/S4306402528","display_name":"UniSA Research Outputs Repository (University of South Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170239107","host_organization_name":"University of South Australia","host_organization_lineage":["https://openalex.org/I170239107"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:a2568b404dc94113a876eb4646f2f7be","is_oa":true,"landing_page_url":"https://doaj.org/article/a2568b404dc94113a876eb4646f2f7be","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 6, Iss 6, Pp 5184-5237 (2014)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/6/6/5184/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs6065184","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 6; Issue 6; Pages: 5184-5237","raw_type":"Text"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/66232","is_oa":false,"landing_page_url":"http://hdl.handle.net/1885/66232","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing of Environment","raw_type":"Journal article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/117770","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/117770","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.3390/rs6065184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs6065184","pdf_url":"https://www.mdpi.com/2072-4292/6/6/5184/pdf?version=1403137458","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2068725744.pdf","grobid_xml":"https://content.openalex.org/works/W2068725744.grobid-xml"},"referenced_works_count":212,"referenced_works":["https://openalex.org/W20937175","https://openalex.org/W49059731","https://openalex.org/W121759451","https://openalex.org/W158031604","https://openalex.org/W305955654","https://openalex.org/W324210101","https://openalex.org/W581234888","https://openalex.org/W1486632395","https://openalex.org/W1516112771","https://openalex.org/W1526740462","https://openalex.org/W1540180599","https://openalex.org/W1563952486","https://openalex.org/W1576819673","https://openalex.org/W1583862557","https://openalex.org/W1603808383","https://openalex.org/W1614713484","https://openalex.org/W1623080549","https://openalex.org/W1655215923","https://openalex.org/W1662722473","https://openalex.org/W1744826896","https://openalex.org/W1775703606","https://openalex.org/W1844682216","https://openalex.org/W1963552592","https://openalex.org/W1963985271","https://openalex.org/W1964813030","https://openalex.org/W1966252876","https://openalex.org/W1967304290","https://openalex.org/W1967316684","https://openalex.org/W1968991597","https://openalex.org/W1969069040","https://openalex.org/W1970453141","https://openalex.org/W1972635038","https://openalex.org/W1974675497","https://openalex.org/W1975120776","https://openalex.org/W1975487735","https://openalex.org/W1976681415","https://openalex.org/W1977454373","https://openalex.org/W1977827704","https://openalex.org/W1980728516","https://openalex.org/W1983027048","https://openalex.org/W1984312037","https://openalex.org/W1985181518","https://openalex.org/W1986027058","https://openalex.org/W1986859129","https://openalex.org/W1989508445","https://openalex.org/W1989627001","https://openalex.org/W1991448974","https://openalex.org/W1993191131","https://openalex.org/W1995176891","https://openalex.org/W1996484899","https://openalex.org/W1997889228","https://openalex.org/W1998314721","https://openalex.org/W2001796588","https://openalex.org/W2002070129","https://openalex.org/W2002423109","https://openalex.org/W2004529964","https://openalex.org/W2005007442","https://openalex.org/W2005784391","https://openalex.org/W2006768323","https://openalex.org/W2007194736","https://openalex.org/W2008385103","https://openalex.org/W2010140249","https://openalex.org/W2010353627","https://openalex.org/W2011276785","https://openalex.org/W2015060627","https://openalex.org/W2015091271","https://openalex.org/W2017111404","https://openalex.org/W2017402123","https://openalex.org/W2018496420","https://openalex.org/W2021054811","https://openalex.org/W2021455154","https://openalex.org/W2025663379","https://openalex.org/W2026745084","https://openalex.org/W2029122143","https://openalex.org/W2029897670","https://openalex.org/W2030454685","https://openalex.org/W2030545750","https://openalex.org/W2030588073","https://openalex.org/W2030965277","https://openalex.org/W2031424285","https://openalex.org/W2033401116","https://openalex.org/W2043948274","https://openalex.org/W2045287665","https://openalex.org/W2045419127","https://openalex.org/W2046387071","https://openalex.org/W2047555270","https://openalex.org/W2048155820","https://openalex.org/W2049633694","https://openalex.org/W2051925436","https://openalex.org/W2052005839","https://openalex.org/W2052233503","https://openalex.org/W2053544177","https://openalex.org/W2053631675","https://openalex.org/W2053744769","https://openalex.org/W2056397547","https://openalex.org/W2056689310","https://openalex.org/W2056999764","https://openalex.org/W2057007402","https://openalex.org/W2061325259","https://openalex.org/W2064107017","https://openalex.org/W2064742743","https://openalex.org/W2069009632","https://openalex.org/W2069156210","https://openalex.org/W2069268000","https://openalex.org/W2069883713","https://openalex.org/W2070682236","https://openalex.org/W2070771945","https://openalex.org/W2074893756","https://openalex.org/W2080508464","https://openalex.org/W2081130960","https://openalex.org/W2081206009","https://openalex.org/W2081315590","https://openalex.org/W2082231146","https://openalex.org/W2082503527","https://openalex.org/W2082874195","https://openalex.org/W2083504119","https://openalex.org/W2083970309","https://openalex.org/W2087899628","https://openalex.org/W2088032429","https://openalex.org/W2089352400","https://openalex.org/W2094459693","https://openalex.org/W2094601850","https://openalex.org/W2099192586","https://openalex.org/W2103318696","https://openalex.org/W2103431830","https://openalex.org/W2104400124","https://openalex.org/W2105128256","https://openalex.org/W2105924554","https://openalex.org/W2106981782","https://openalex.org/W2108031918","https://openalex.org/W2110772354","https://openalex.org/W2111975408","https://openalex.org/W2112047426","https://openalex.org/W2115280605","https://openalex.org/W2115334090","https://openalex.org/W2116442055","https://openalex.org/W2117304621","https://openalex.org/W2118236133","https://openalex.org/W2119499193","https://openalex.org/W2119685988","https://openalex.org/W2120077698","https://openalex.org/W2128016423","https://openalex.org/W2130771653","https://openalex.org/W2133039685","https://openalex.org/W2133922952","https://openalex.org/W2134199473","https://openalex.org/W2135823274","https://openalex.org/W2136213179","https://openalex.org/W2136779670","https://openalex.org/W2136811107","https://openalex.org/W2136848228","https://openalex.org/W2138973222","https://openalex.org/W2140184308","https://openalex.org/W2140931240","https://openalex.org/W2141195137","https://openalex.org/W2142827986","https://openalex.org/W2145395069","https://openalex.org/W2146376665","https://openalex.org/W2147120321","https://openalex.org/W2147271764","https://openalex.org/W2147298104","https://openalex.org/W2148687775","https://openalex.org/W2150624037","https://openalex.org/W2154717921","https://openalex.org/W2156944376","https://openalex.org/W2157988953","https://openalex.org/W2158811997","https://openalex.org/W2160390705","https://openalex.org/W2160633256","https://openalex.org/W2162353322","https://openalex.org/W2163573984","https://openalex.org/W2165880886","https://openalex.org/W2166049167","https://openalex.org/W2166646191","https://openalex.org/W2166778100","https://openalex.org/W2166999932","https://openalex.org/W2168162876","https://openalex.org/W2168309023","https://openalex.org/W2168798314","https://openalex.org/W2169071665","https://openalex.org/W2169172236","https://openalex.org/W2170411650","https://openalex.org/W2171672780","https://openalex.org/W2179922023","https://openalex.org/W2209420959","https://openalex.org/W2228813358","https://openalex.org/W2241823610","https://openalex.org/W2463798602","https://openalex.org/W2896879509","https://openalex.org/W2995132602","https://openalex.org/W3002086533","https://openalex.org/W3002278572","https://openalex.org/W3031363333","https://openalex.org/W3034713377","https://openalex.org/W3046875609","https://openalex.org/W3094556863","https://openalex.org/W3121419812","https://openalex.org/W3123887777","https://openalex.org/W3137980582","https://openalex.org/W4232774802","https://openalex.org/W4240130934","https://openalex.org/W4285719527","https://openalex.org/W4291336885","https://openalex.org/W4301504863","https://openalex.org/W6601992064","https://openalex.org/W6604967426","https://openalex.org/W6634178573","https://openalex.org/W6680761496","https://openalex.org/W6685081624","https://openalex.org/W6688148293","https://openalex.org/W6719033076","https://openalex.org/W6771482599"],"related_works":["https://openalex.org/W2188776111","https://openalex.org/W2040110504","https://openalex.org/W2065893207","https://openalex.org/W3094705525","https://openalex.org/W4381951771","https://openalex.org/W4400289874","https://openalex.org/W2007080654","https://openalex.org/W3149160274","https://openalex.org/W1625147633","https://openalex.org/W2963551866"],"abstract_inverted_index":{"Thermal":[0,24],"inertia":[1,37,101,237],"and":[2,38,79,102,133,159,194,203,235,248,255],"albedo":[3,39,103,234],"provide":[4],"information":[5,206],"on":[6,12,20,48,96,129,207],"the":[7,23,29,41,45,49,84,87,92,97,120,126,192,197,200,221,252,259],"distribution":[8],"of":[9,35,44,68,86,109,162,182,191,233,243,251],"surface":[10,128,150,209,244,254],"materials":[11,47,210],"Mars.":[13],"These":[14,175],"parameters":[15],"have":[16,124],"been":[17],"mapped":[18],"globally":[19],"Mars":[21,30],"by":[22,214],"Emission":[25],"Spectrometer":[26],"(TES)":[27],"onboard":[28],"Global":[31],"Surveyor.":[32],"Two-dimensional":[33],"clusters":[34],"thermal":[36,100,236,249],"reflect":[40],"thermophysical":[42,64,88,110,163],"attributes":[43],"dominant":[46],"surface.":[50],"In":[51],"this":[52],"paper":[53],"three":[54,93],"automated,":[55],"non-deterministic,":[56],"algorithmic":[57],"classification":[58,173],"methods":[59],"are":[60,145],"employed":[61],"for":[62,118,134,180,238],"defining":[63],"units:":[65],"Expectation":[66],"Maximisation":[67],"a":[69,106,130,189,230,239],"Gaussian":[70],"Mixture":[71],"Model;":[72],"Iterative":[73],"Self-Organizing":[74],"Data":[75],"Analysis":[76],"Technique":[77],"(ISODATA);":[78],"Maximum":[80,195],"Likelihood.":[81],"We":[82,218],"analyse":[83],"behaviour":[85,250],"classes":[89,111],"resulting":[90],"from":[91,141,152,157],"classifiers,":[94],"operating":[95],"2007":[98],"TES":[99],"datasets.":[104],"Producing":[105],"rigorous":[107],"mapping":[108,242],"at":[112,258],"~3":[113,260],"km/pixel":[114],"resolution":[115],"remains":[116],"important":[117],"constraining":[119],"geologic":[121,148],"processes":[122],"that":[123,188,204,220],"shaped":[125],"Martian":[127,208,253],"regional":[131],"scale,":[132],"choosing":[135],"appropriate":[136],"landing":[137],"sites.":[138],"The":[139],"results":[140],"applying":[142],"these":[143,216],"algorithms":[144,222],"compared":[146],"to":[147,199,228],"maps,":[149],"data":[151,178],"lander":[153],"missions,":[154],"features":[155],"derived":[156],"imaging,":[158],"previous":[160],"classifications":[161],"units":[164],"which":[165],"utilized":[166],"manual":[167],"(and":[168],"potentially":[169],"more":[170,240],"time":[171],"consuming)":[172],"methods.":[174,217],"comparisons":[176],"comprise":[177],"suitable":[179],"validation":[181],"our":[183],"classifications.":[184],"Our":[185],"work":[186],"shows":[187],"combination":[190],"algorithms\u2014ISODATA":[193],"Likelihood\u2014optimises":[196],"sensitivity":[198],"underlying":[201],"dataspace,":[202],"new":[205],"can":[211,225],"be":[212,226],"obtained":[213],"using":[215],"demonstrate":[219],"used":[223],"here":[224],"applied":[227],"define":[229],"finer":[231],"partitioning":[232],"detailed":[241],"materials,":[245],"grain":[246],"sizes":[247],"shallow":[256],"subsurface,":[257],"km":[261],"scale.":[262]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
