{"id":"https://openalex.org/W4319786349","doi":"https://doi.org/10.3390/rs15040939","title":"Spectral Clustering of CRISM Datasets in Jezero Crater Using UMAP and k-Means","display_name":"Spectral Clustering of CRISM Datasets in Jezero Crater Using UMAP and k-Means","publication_year":2023,"publication_date":"2023-02-08","ids":{"openalex":"https://openalex.org/W4319786349","doi":"https://doi.org/10.3390/rs15040939"},"language":"en","primary_location":{"id":"doi:10.3390/rs15040939","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15040939","pdf_url":"https://www.mdpi.com/2072-4292/15/4/939/pdf?version=1676101286","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/2072-4292/15/4/939/pdf?version=1676101286","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017527200","display_name":"Alexander Pletl","orcid":null},"institutions":[{"id":"https://openalex.org/I83041830","display_name":"Deggendorf Institute of Technology","ror":"https://ror.org/02kw5st29","country_code":"DE","type":"education","lineage":["https://openalex.org/I83041830"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Pletl","raw_affiliation_strings":["Technologie Campus Grafenau, Technische Hochschule Deggendorf, 94481 Grafenau, Germany"],"affiliations":[{"raw_affiliation_string":"Technologie Campus Grafenau, Technische Hochschule Deggendorf, 94481 Grafenau, Germany","institution_ids":["https://openalex.org/I83041830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088419937","display_name":"Michael Fernandes","orcid":null},"institutions":[{"id":"https://openalex.org/I83041830","display_name":"Deggendorf Institute of Technology","ror":"https://ror.org/02kw5st29","country_code":"DE","type":"education","lineage":["https://openalex.org/I83041830"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Fernandes","raw_affiliation_strings":["Technologie Campus Grafenau, Technische Hochschule Deggendorf, 94481 Grafenau, Germany"],"affiliations":[{"raw_affiliation_string":"Technologie Campus Grafenau, Technische Hochschule Deggendorf, 94481 Grafenau, Germany","institution_ids":["https://openalex.org/I83041830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086198199","display_name":"N. Thomas","orcid":"https://orcid.org/0000-0002-0146-0071"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Nicolas Thomas","raw_affiliation_strings":["Physikalisches Institut, University of Bern, 3012 Bern, Switzerland"],"affiliations":[{"raw_affiliation_string":"Physikalisches Institut, University of Bern, 3012 Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015020028","display_name":"Angelo Pio Rossi","orcid":"https://orcid.org/0000-0002-0137-1984"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]},{"id":"https://openalex.org/I193619901","display_name":"Constructor University","ror":"https://ror.org/02yrs2n53","country_code":"DE","type":"education","lineage":["https://openalex.org/I193619901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Angelo Pio Rossi","raw_affiliation_strings":["Department of Physics and Earth Sciences, Constructor University, 28759 Bremen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Physics and Earth Sciences, Constructor University, 28759 Bremen, Germany","institution_ids":["https://openalex.org/I180437899","https://openalex.org/I193619901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013037711","display_name":"Benedikt Elser","orcid":"https://orcid.org/0000-0001-6029-4424"},"institutions":[{"id":"https://openalex.org/I83041830","display_name":"Deggendorf Institute of Technology","ror":"https://ror.org/02kw5st29","country_code":"DE","type":"education","lineage":["https://openalex.org/I83041830"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Benedikt Elser","raw_affiliation_strings":["Technologie Campus Grafenau, Technische Hochschule Deggendorf, 94481 Grafenau, Germany"],"affiliations":[{"raw_affiliation_string":"Technologie Campus Grafenau, Technische Hochschule Deggendorf, 94481 Grafenau, Germany","institution_ids":["https://openalex.org/I83041830"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013037711"],"corresponding_institution_ids":["https://openalex.org/I83041830"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4248,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"15","issue":"4","first_page":"939","last_page":"939"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10406","display_name":"Planetary Science and Exploration","score":0.9991999864578247,"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":0.9991999864578247,"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/T12073","display_name":"Isotope Analysis in Ecology","score":0.9502000212669373,"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"}},{"id":"https://openalex.org/T10325","display_name":"Astro and Planetary Science","score":0.9463000297546387,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8034682273864746},{"id":"https://openalex.org/keywords/mars-exploration-program","display_name":"Mars Exploration Program","score":0.6091579794883728},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5704701542854309},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5578048229217529},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5195841789245605},{"id":"https://openalex.org/keywords/pyroxene","display_name":"Pyroxene","score":0.5070679187774658},{"id":"https://openalex.org/keywords/data-cube","display_name":"Data cube","score":0.4735732972621918},{"id":"https://openalex.org/keywords/impact-crater","display_name":"Impact crater","score":0.4611196219921112},{"id":"https://openalex.org/keywords/imaging-spectrometer","display_name":"Imaging spectrometer","score":0.4469970166683197},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.42967545986175537},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.42534273862838745},{"id":"https://openalex.org/keywords/orbiter","display_name":"Orbiter","score":0.42165881395339966},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.350868284702301},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27724647521972656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.273548424243927},{"id":"https://openalex.org/keywords/spectrometer","display_name":"Spectrometer","score":0.2527313232421875},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16842949390411377},{"id":"https://openalex.org/keywords/mineralogy","display_name":"Mineralogy","score":0.16617369651794434},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12104567885398865},{"id":"https://openalex.org/keywords/astrobiology","display_name":"Astrobiology","score":0.10326063632965088},{"id":"https://openalex.org/keywords/olivine","display_name":"Olivine","score":0.0675942599773407}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8034682273864746},{"id":"https://openalex.org/C83260615","wikidata":"https://www.wikidata.org/wiki/Q6773121","display_name":"Mars Exploration Program","level":2,"score":0.6091579794883728},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5704701542854309},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5578048229217529},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5195841789245605},{"id":"https://openalex.org/C2778998827","wikidata":"https://www.wikidata.org/wiki/Q192880","display_name":"Pyroxene","level":3,"score":0.5070679187774658},{"id":"https://openalex.org/C78168278","wikidata":"https://www.wikidata.org/wiki/Q5227269","display_name":"Data cube","level":2,"score":0.4735732972621918},{"id":"https://openalex.org/C179537507","wikidata":"https://www.wikidata.org/wiki/Q55818","display_name":"Impact crater","level":2,"score":0.4611196219921112},{"id":"https://openalex.org/C183852935","wikidata":"https://www.wikidata.org/wiki/Q6002848","display_name":"Imaging spectrometer","level":3,"score":0.4469970166683197},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.42967545986175537},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.42534273862838745},{"id":"https://openalex.org/C2776481522","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Orbiter","level":2,"score":0.42165881395339966},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.350868284702301},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27724647521972656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.273548424243927},{"id":"https://openalex.org/C33390570","wikidata":"https://www.wikidata.org/wiki/Q188463","display_name":"Spectrometer","level":2,"score":0.2527313232421875},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16842949390411377},{"id":"https://openalex.org/C199289684","wikidata":"https://www.wikidata.org/wiki/Q83353","display_name":"Mineralogy","level":1,"score":0.16617369651794434},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12104567885398865},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.10326063632965088},{"id":"https://openalex.org/C2780364934","wikidata":"https://www.wikidata.org/wiki/Q22693","display_name":"Olivine","level":2,"score":0.0675942599773407},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs15040939","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15040939","pdf_url":"https://www.mdpi.com/2072-4292/15/4/939/pdf?version=1676101286","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:boris.unibe.ch:195459","is_oa":true,"landing_page_url":"https://boris.unibe.ch/195459/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401086","display_name":"Bern Open Repository and Information System (University of Bern)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118564535","host_organization_name":"University of Bern","host_organization_lineage":["https://openalex.org/I118564535"],"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":"Pletl, Alexander; Fernandes, Michael; Thomas, Nicolas; Rossi, Angelo Pio; Elser, Benedikt (2023). Spectral Clustering of CRISM Datasets in Jezero Crater Using UMAP and k-Means. Remote sensing, 15(4) MDPI 10.3390/rs15040939 &lt;http://dx.doi.org/10.3390/rs15040939&gt;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:40fe93177b43425f810a1b711bfa3c88","is_oa":true,"landing_page_url":"https://doaj.org/article/40fe93177b43425f810a1b711bfa3c88","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 4, p 939 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/4/939/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15040939","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15040939","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15040939","pdf_url":"https://www.mdpi.com/2072-4292/15/4/939/pdf?version=1676101286","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":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319786349.pdf"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1874374897","https://openalex.org/W1920771549","https://openalex.org/W1975152892","https://openalex.org/W1987971958","https://openalex.org/W2016054987","https://openalex.org/W2048156731","https://openalex.org/W2051224630","https://openalex.org/W2055048367","https://openalex.org/W2070424424","https://openalex.org/W2076509405","https://openalex.org/W2085487226","https://openalex.org/W2094173588","https://openalex.org/W2098520958","https://openalex.org/W2120147741","https://openalex.org/W2122286377","https://openalex.org/W2125610349","https://openalex.org/W2126230369","https://openalex.org/W2187089797","https://openalex.org/W2322744842","https://openalex.org/W2335884564","https://openalex.org/W2341545927","https://openalex.org/W2605688001","https://openalex.org/W2741097855","https://openalex.org/W2763315627","https://openalex.org/W2781844812","https://openalex.org/W2786579657","https://openalex.org/W2805267817","https://openalex.org/W2889326414","https://openalex.org/W2911964244","https://openalex.org/W2941573200","https://openalex.org/W2986677734","https://openalex.org/W2995536780","https://openalex.org/W2998982589","https://openalex.org/W3015806256","https://openalex.org/W3021198183","https://openalex.org/W3024589943","https://openalex.org/W3031622278","https://openalex.org/W3041242936","https://openalex.org/W3048539384","https://openalex.org/W3090473131","https://openalex.org/W3095743390","https://openalex.org/W3100840397","https://openalex.org/W3106514993","https://openalex.org/W3107052864","https://openalex.org/W3126623050","https://openalex.org/W3171140044","https://openalex.org/W3175297757","https://openalex.org/W3183807820","https://openalex.org/W3186893889","https://openalex.org/W3202970776","https://openalex.org/W3204809439","https://openalex.org/W3205266293","https://openalex.org/W3214301604","https://openalex.org/W4206011424","https://openalex.org/W4281487305","https://openalex.org/W4281568013","https://openalex.org/W4283157958","https://openalex.org/W4290779550","https://openalex.org/W4310088460","https://openalex.org/W6704443453","https://openalex.org/W6772059728"],"related_works":["https://openalex.org/W2625809971","https://openalex.org/W1663847441","https://openalex.org/W2768493687","https://openalex.org/W2170886505","https://openalex.org/W1969484083","https://openalex.org/W2743845306","https://openalex.org/W2792375831","https://openalex.org/W3170601672","https://openalex.org/W2492167869","https://openalex.org/W2767290409"],"abstract_inverted_index":{"In":[0,51,91],"this":[1,52,115],"paper,":[2],"we":[3,23,54],"expand":[4],"upon":[5],"our":[6,147,255],"previous":[7],"research":[8],"on":[9,25,59,153],"unsupervised":[10],"learning":[11,94],"algorithms":[12],"to":[13,43,45,121,134,200,214,253],"map":[14,227],"the":[15,19,26,33,92,96,136,139,167,182,186,189,195,223,243],"spectral":[16,56,225],"parameters":[17],"of":[18,29,68,107,128,132,138,164,185,257],"Martian":[20,258],"surface.":[21],"Previously,":[22],"focused":[24],"VIS-NIR":[27],"range":[28,67,72],"hyperspectral":[30,196],"data":[31,49,122,197],"from":[32,123,194],"CRISM":[34,62],"imaging":[35],"spectrometer":[36],"instrument":[37],"onboard":[38],"NASA\u2019s":[39,141],"Mars":[40],"Reconnaissance":[41],"Orbiter":[42],"relate":[44,213],"other":[46,150],"correspondent":[47],"imager":[48],"sources.":[50],"study,":[53],"generate":[55],"cluster":[57,162,203,226],"maps":[58],"a":[60,65,154,229,234,241],"selected":[61,168],"datacube":[63],"in":[64,81,117,176],"NIR":[66],"1050\u20132550":[69],"nm.":[70],"This":[71],"is":[73],"suitable":[74,155],"for":[75,99,166,249],"identifying":[76],"most":[77],"dominate":[78],"mineralogy":[79],"formed":[80],"ancient":[82],"wet":[83],"environment":[84],"such":[85],"as":[86],"phyllosilicates,":[87],"pyroxene":[88],"and":[89,111,157,178,220],"smectites.":[90],"machine":[93],"community,":[95],"UMAP":[97],"method":[98,245],"dimensionality":[100],"reduction":[101],"has":[102],"recently":[103],"gained":[104],"attention":[105],"because":[106],"its":[108,205],"computing":[109],"efficiency":[110,177],"speed.":[112,179],"We":[113,145,208],"apply":[114],"algorithm":[116],"combination":[118],"with":[119,149,204,233],"k-Means":[120],"Jezero":[124,129],"Crater.":[125],"Such":[126],"studies":[127],"Crater":[130],"are":[131,198],"priority":[133],"support":[135],"planning":[137],"current":[140],"Perseversance":[142],"rover":[143],"mission.":[144],"compare":[146],"results":[148],"methodologies":[151],"based":[152],"metric":[156],"can":[158,246],"identify":[159],"an":[160],"optimal":[161],"size":[163],"six":[165],"datacube.":[169],"Our":[170],"proposed":[171],"approach":[172],"outperforms":[173],"comparable":[174],"methods":[175],"To":[180],"show":[181,209],"geological":[183,259],"relevance":[184],"different":[187,215],"clusters,":[188],"so-called":[190],"\u201csummary":[191],"products\u201d":[192],"derived":[193],"used":[199],"correlate":[201],"each":[202],"mineralogical":[206,216],"properties.":[207],"that":[210],"clustered":[211],"regions":[212],"compositions":[217],"(e.g.,":[218],"carbonates":[219],"pyroxene).":[221],"Finally":[222],"generated":[224],"shows":[228],"qualitatively":[230],"strong":[231],"resemblance":[232],"given":[235],"manually":[236],"compositional":[237],"expert":[238],"map.":[239],"As":[240],"conclusion,":[242],"presented":[244],"be":[247],"implemented":[248],"automated":[250],"region-based":[251],"analysis":[252],"extend":[254],"understanding":[256],"history.":[260]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
