{"id":"https://openalex.org/W4398145446","doi":"https://doi.org/10.3390/rs16101812","title":"Global Inversion of Lunar Surface Oxides by Adding Chang\u2019e-5 Samples","display_name":"Global Inversion of Lunar Surface Oxides by Adding Chang\u2019e-5 Samples","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4398145446","doi":"https://doi.org/10.3390/rs16101812"},"language":"en","primary_location":{"id":"doi:10.3390/rs16101812","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101812","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1812/pdf?version=1716271082","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/2072-4292/16/10/1812/pdf?version=1716271082","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102913546","display_name":"Shuangshuang Wu","orcid":"https://orcid.org/0000-0003-4478-4823"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"funder","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangshuang Wu","raw_affiliation_strings":["Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114339906","display_name":"Jianping Chen","orcid":"https://orcid.org/0000-0003-1503-4679"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]},{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"funder","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianping Chen","raw_affiliation_strings":["Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077953326","display_name":"Chenli Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]},{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"funder","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenli Xue","raw_affiliation_strings":["Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017774168","display_name":"Yiwen Pan","orcid":"https://orcid.org/0000-0003-2492-6601"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]},{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"funder","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwen Pan","raw_affiliation_strings":["Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100439600","display_name":"Cheng Zhang","orcid":"https://orcid.org/0000-0001-8288-5823"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"funder","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Development and Research for Land Resources Information, Beijing 100083, China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5114339906"],"corresponding_institution_ids":["https://openalex.org/I211433327","https://openalex.org/I3125743391"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.4772,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67494849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"16","issue":"10","first_page":"1812","last_page":"1812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12073","display_name":"Isotope Analysis in Ecology","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T12073","display_name":"Isotope Analysis in Ecology","score":0.9984999895095825,"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/T10406","display_name":"Planetary Science and Exploration","score":0.998199999332428,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5073782801628113},{"id":"https://openalex.org/keywords/geologic-map","display_name":"Geologic map","score":0.4958988130092621},{"id":"https://openalex.org/keywords/mineralogy","display_name":"Mineralogy","score":0.47981882095336914},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.46927395462989807},{"id":"https://openalex.org/keywords/weathering","display_name":"Weathering","score":0.4231632947921753},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3876394033432007},{"id":"https://openalex.org/keywords/geochemistry","display_name":"Geochemistry","score":0.3413350582122803},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.20520243048667908}],"concepts":[{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5073782801628113},{"id":"https://openalex.org/C82586738","wikidata":"https://www.wikidata.org/wiki/Q193842","display_name":"Geologic map","level":2,"score":0.4958988130092621},{"id":"https://openalex.org/C199289684","wikidata":"https://www.wikidata.org/wiki/Q83353","display_name":"Mineralogy","level":1,"score":0.47981882095336914},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.46927395462989807},{"id":"https://openalex.org/C40724407","wikidata":"https://www.wikidata.org/wiki/Q179177","display_name":"Weathering","level":2,"score":0.4231632947921753},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3876394033432007},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.3413350582122803},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.20520243048667908},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16101812","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101812","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1812/pdf?version=1716271082","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:doaj.org/article:498e968dcb514d02baddb33f6edec05d","is_oa":true,"landing_page_url":"https://doaj.org/article/498e968dcb514d02baddb33f6edec05d","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 16, Iss 10, p 1812 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16101812","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101812","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1812/pdf?version=1716271082","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":[{"score":0.44999998807907104,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G880516377","display_name":null,"funder_award_id":"DD20221645","funder_id":"https://openalex.org/F4320334926","funder_display_name":"China Geological Survey"}],"funders":[{"id":"https://openalex.org/F4320334926","display_name":"China Geological Survey","ror":"https://ror.org/04wtq2305"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398145446.pdf"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W1899518505","https://openalex.org/W1917268594","https://openalex.org/W1965937155","https://openalex.org/W1966953913","https://openalex.org/W1967349249","https://openalex.org/W1976251851","https://openalex.org/W1981374172","https://openalex.org/W1983335724","https://openalex.org/W1985266684","https://openalex.org/W1990397201","https://openalex.org/W1998409204","https://openalex.org/W2006594189","https://openalex.org/W2021402415","https://openalex.org/W2025114133","https://openalex.org/W2041769074","https://openalex.org/W2046503967","https://openalex.org/W2047614438","https://openalex.org/W2052649154","https://openalex.org/W2056968878","https://openalex.org/W2072498438","https://openalex.org/W2079580798","https://openalex.org/W2080600170","https://openalex.org/W2093527402","https://openalex.org/W2100796951","https://openalex.org/W2106214150","https://openalex.org/W2117085453","https://openalex.org/W2118401328","https://openalex.org/W2123859765","https://openalex.org/W2128387312","https://openalex.org/W2134257514","https://openalex.org/W2145615733","https://openalex.org/W2166981870","https://openalex.org/W2295598076","https://openalex.org/W2389089701","https://openalex.org/W2417876055","https://openalex.org/W2460618180","https://openalex.org/W2479654474","https://openalex.org/W2490548105","https://openalex.org/W2516169369","https://openalex.org/W2621795226","https://openalex.org/W2735451626","https://openalex.org/W2898814169","https://openalex.org/W2913138152","https://openalex.org/W2994616429","https://openalex.org/W3000120886","https://openalex.org/W3124590480","https://openalex.org/W3155976416","https://openalex.org/W3201490269","https://openalex.org/W3204603437","https://openalex.org/W3205161018","https://openalex.org/W3206915624","https://openalex.org/W3212046847","https://openalex.org/W3213957520","https://openalex.org/W4212984409","https://openalex.org/W4224073229","https://openalex.org/W4236787504","https://openalex.org/W4306964817","https://openalex.org/W4315779682","https://openalex.org/W4321033560","https://openalex.org/W4323349959","https://openalex.org/W4388819283","https://openalex.org/W4391305646","https://openalex.org/W4394743120","https://openalex.org/W6682642761","https://openalex.org/W6741564015","https://openalex.org/W6772857339"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2353417286","https://openalex.org/W2046221681","https://openalex.org/W164992045","https://openalex.org/W2313567208","https://openalex.org/W2361519759","https://openalex.org/W1472256232","https://openalex.org/W2362440746","https://openalex.org/W3210069464","https://openalex.org/W2382305382"],"abstract_inverted_index":{"The":[0,45,144],"chemical":[1,23,70],"distribution":[2],"on":[3],"the":[4,9,30,39,43,69,73,95,106,127,137,165,178,185,219],"lunar":[5,88,103],"surface":[6],"results":[7,183,187],"from":[8,52,61,85],"combined":[10],"effects":[11],"of":[12,22,42,55,72,102,129,181,197],"both":[13],"endogenic":[14],"and":[15,58,66,99,122,124,156,174,184,201],"exogenic":[16],"geological":[17,36,40],"processes.":[18],"Exploring":[19],"global":[20,116],"maps":[21,49,118],"composition":[24],"helps":[25],"to":[26,141,167],"gain":[27],"insights":[28],"into":[29],"compositional":[31],"variation":[32],"among":[33],"three":[34,220],"major":[35,190],"units,":[37],"unraveling":[38],"evolution":[41],"Moon.":[44],"existing":[46],"oxide":[47,100,117,175],"abundance":[48,101],"were":[50,133,147],"obtained":[51],"spectral":[53],"images":[54],"remote":[56],"sensing":[57],"geochemical":[59,83],"data":[60,84],"samples":[62,104],"returned":[63],"by":[64,81],"Apollo":[65],"Luna,":[67],"missing":[68],"characteristics":[71],"Moon\u2019s":[74],"late":[75],"critical":[76],"period.":[77],"In":[78,204],"this":[79],"study,":[80],"adding":[82],"Chang\u2019e":[86],"(CE)-5":[87],"samples,":[89],"we":[90],"construct":[91],"inversion":[92],"models":[93,146,155,163],"between":[94,172],"Christiansen":[96],"feature":[97],"(CF)":[98],"using":[105],"particle":[107],"swarm":[108],"optimization\u2013extreme":[109],"gradient":[110],"boosting":[111],"(PSO-XGBoost)":[112],"algorithm.":[113],"Then,":[114],"new":[115,207],"(Al2O3,":[119],"CaO,":[120],"FeO,":[121],"MgO)":[123],"Mg#":[125,208],"with":[126,149,195],"resolution":[128],"32":[130],"pixels/degree":[131],"(ppd)":[132],"produced,":[134],"which":[135,212],"reduced":[136],"space":[138],"weathering":[139],"effect":[140],"some":[142],"extent.":[143],"PSO-XGBoost":[145,162],"compared":[148],"partial":[150],"least":[151],"square":[152],"regression":[153],"(PLSR)":[154],"four":[157],"previous":[158],"results,":[159],"indicating":[160],"that":[161],"possess":[164],"capability":[166],"effectively":[168],"describe":[169],"nonlinear":[170],"relationships":[171],"CF":[173],"abundance.":[176],"Furthermore,":[177],"average":[179],"contents":[180],"our":[182],"Diviner":[186],"for":[188],"21":[189],"maria":[191],"demonstrate":[192],"high":[193],"correlations,":[194],"R2":[196],"0.95,":[198,200],"0.82,":[199],"0.86,":[202],"respectively.":[203],"addition,":[205],"a":[206],"map":[209],"was":[210],"generated,":[211],"reveals":[213],"different":[214],"magmatic":[215],"evolutionary":[216],"processes":[217],"in":[218],"geologic":[221],"units.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2024-05-21T00:00:00"}
