{"id":"https://openalex.org/W4386838062","doi":"https://doi.org/10.3390/rs15184560","title":"Deep Learning Investigation of Mercury\u2019s Explosive Volcanism","display_name":"Deep Learning Investigation of Mercury\u2019s Explosive Volcanism","publication_year":2023,"publication_date":"2023-09-16","ids":{"openalex":"https://openalex.org/W4386838062","doi":"https://doi.org/10.3390/rs15184560"},"language":"en","primary_location":{"id":"doi:10.3390/rs15184560","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15184560","pdf_url":"https://www.mdpi.com/2072-4292/15/18/4560/pdf?version=1694854509","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/2072-4292/15/18/4560/pdf?version=1694854509","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064966709","display_name":"Mireia Leon-Dasi","orcid":"https://orcid.org/0000-0002-1329-6459"},"institutions":[{"id":"https://openalex.org/I4210120578","display_name":"Laboratoire d\u2019\u00e9tudes spatiales et d\u2019instrumentation en astrophysique","ror":"https://ror.org/02eptjh02","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I2746051580","https://openalex.org/I2800004676","https://openalex.org/I39804081","https://openalex.org/I4210120578","https://openalex.org/I4210148025"]},{"id":"https://openalex.org/I4210088728","display_name":"Janssen (France)","ror":"https://ror.org/0048j1p96","country_code":"FR","type":"company","lineage":["https://openalex.org/I1330063522","https://openalex.org/I4210088728"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mireia Leon-Dasi","raw_affiliation_strings":["LESIA, Observatoire de Paris, Universit\u00e9 PSL, CNRS, 5 Place Jules Janssen, 92195 Meudon, France"],"affiliations":[{"raw_affiliation_string":"LESIA, Observatoire de Paris, Universit\u00e9 PSL, CNRS, 5 Place Jules Janssen, 92195 Meudon, France","institution_ids":["https://openalex.org/I4210088728","https://openalex.org/I4210120578","https://openalex.org/I2746051580","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043774245","display_name":"S. Besse","orcid":"https://orcid.org/0000-0002-1052-5439"},"institutions":[{"id":"https://openalex.org/I4210093174","display_name":"European Space Astronomy Centre","ror":"https://ror.org/00kw1sm04","country_code":"ES","type":"government","lineage":["https://openalex.org/I2801994115","https://openalex.org/I4210093174"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sebastien Besse","raw_affiliation_strings":["European Space Agency (ESA), European Space Astronomy Centre (ESAC), Camino Bajo del Castillo s/n, Villanueva de la Ca\u00f1ada, 28692 Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"European Space Agency (ESA), European Space Astronomy Centre (ESAC), Camino Bajo del Castillo s/n, Villanueva de la Ca\u00f1ada, 28692 Madrid, Spain","institution_ids":["https://openalex.org/I4210093174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051626461","display_name":"A. Doressoundiram","orcid":"https://orcid.org/0000-0001-8652-7919"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210120578","display_name":"Laboratoire d\u2019\u00e9tudes spatiales et d\u2019instrumentation en astrophysique","ror":"https://ror.org/02eptjh02","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I2746051580","https://openalex.org/I2800004676","https://openalex.org/I39804081","https://openalex.org/I4210120578","https://openalex.org/I4210148025"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4210088728","display_name":"Janssen (France)","ror":"https://ror.org/0048j1p96","country_code":"FR","type":"company","lineage":["https://openalex.org/I1330063522","https://openalex.org/I4210088728"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alain Doressoundiram","raw_affiliation_strings":["LESIA, Observatoire de Paris, Universit\u00e9 PSL, CNRS, 5 Place Jules Janssen, 92195 Meudon, France"],"affiliations":[{"raw_affiliation_string":"LESIA, Observatoire de Paris, Universit\u00e9 PSL, CNRS, 5 Place Jules Janssen, 92195 Meudon, France","institution_ids":["https://openalex.org/I4210088728","https://openalex.org/I4210120578","https://openalex.org/I2746051580","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064966709"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2746051580","https://openalex.org/I4210088728","https://openalex.org/I4210120578"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2824,"currency":"EUR","value_usd":3045},"fwci":1.023,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7745731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"15","issue":"18","first_page":"4560","last_page":"4560"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12073","display_name":"Isotope Analysis in Ecology","score":0.9970999956130981,"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":0.9970999956130981,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/volcanism","display_name":"Volcanism","score":0.7638564109802246},{"id":"https://openalex.org/keywords/pyroclastic-rock","display_name":"Pyroclastic rock","score":0.7512297630310059},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.6603225469589233},{"id":"https://openalex.org/keywords/orbiter","display_name":"Orbiter","score":0.5894578695297241},{"id":"https://openalex.org/keywords/volcano","display_name":"Volcano","score":0.5441190004348755},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.490968257188797},{"id":"https://openalex.org/keywords/spectral-signature","display_name":"Spectral signature","score":0.48334428668022156},{"id":"https://openalex.org/keywords/impact-crater","display_name":"Impact crater","score":0.4285699129104614},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3617495894432068},{"id":"https://openalex.org/keywords/astrobiology","display_name":"Astrobiology","score":0.35096365213394165},{"id":"https://openalex.org/keywords/geochemistry","display_name":"Geochemistry","score":0.1620686948299408},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.126553475856781},{"id":"https://openalex.org/keywords/tectonics","display_name":"Tectonics","score":0.11546769738197327},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10842987895011902},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.09394648671150208}],"concepts":[{"id":"https://openalex.org/C6363049","wikidata":"https://www.wikidata.org/wiki/Q505748","display_name":"Volcanism","level":3,"score":0.7638564109802246},{"id":"https://openalex.org/C95869378","wikidata":"https://www.wikidata.org/wiki/Q512121","display_name":"Pyroclastic rock","level":3,"score":0.7512297630310059},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.6603225469589233},{"id":"https://openalex.org/C2776481522","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Orbiter","level":2,"score":0.5894578695297241},{"id":"https://openalex.org/C120806208","wikidata":"https://www.wikidata.org/wiki/Q8072","display_name":"Volcano","level":2,"score":0.5441190004348755},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.490968257188797},{"id":"https://openalex.org/C176641082","wikidata":"https://www.wikidata.org/wiki/Q2446767","display_name":"Spectral signature","level":2,"score":0.48334428668022156},{"id":"https://openalex.org/C179537507","wikidata":"https://www.wikidata.org/wiki/Q55818","display_name":"Impact crater","level":2,"score":0.4285699129104614},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3617495894432068},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.35096365213394165},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.1620686948299408},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.126553475856781},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.11546769738197327},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10842987895011902},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.09394648671150208}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15184560","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15184560","pdf_url":"https://www.mdpi.com/2072-4292/15/18/4560/pdf?version=1694854509","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:b4b4517a905d409aa46afcc719cf83d4","is_oa":true,"landing_page_url":"https://doaj.org/article/b4b4517a905d409aa46afcc719cf83d4","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 18, p 4560 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15184560","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15184560","pdf_url":"https://www.mdpi.com/2072-4292/15/18/4560/pdf?version=1694854509","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":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"},{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386838062.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1825209927","https://openalex.org/W1945621122","https://openalex.org/W1987971958","https://openalex.org/W1989193470","https://openalex.org/W1990895816","https://openalex.org/W2002300809","https://openalex.org/W2029316659","https://openalex.org/W2032670345","https://openalex.org/W2036863058","https://openalex.org/W2064150126","https://openalex.org/W2078349831","https://openalex.org/W2091900838","https://openalex.org/W2096100228","https://openalex.org/W2110846481","https://openalex.org/W2127552513","https://openalex.org/W2144843250","https://openalex.org/W2179290474","https://openalex.org/W2520795056","https://openalex.org/W2548472039","https://openalex.org/W2572303978","https://openalex.org/W2767230922","https://openalex.org/W2782517596","https://openalex.org/W2940678725","https://openalex.org/W2940726923","https://openalex.org/W2944248482","https://openalex.org/W2962770389","https://openalex.org/W3021693647","https://openalex.org/W3035788311","https://openalex.org/W3095886354","https://openalex.org/W3098388691","https://openalex.org/W3158132487","https://openalex.org/W3195843496","https://openalex.org/W4251650337","https://openalex.org/W4293563302","https://openalex.org/W4296897305","https://openalex.org/W4312513332"],"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/W2076310703","https://openalex.org/W3131819938","https://openalex.org/W2043453387","https://openalex.org/W4242885772","https://openalex.org/W4300982598"],"abstract_inverted_index":{"The":[0],"remnants":[1],"of":[2,13,49,58,63,75,87,131,155,163],"explosive":[3],"volcanism":[4],"on":[5],"Mercury":[6,24,33],"have":[7],"been":[8],"observed":[9],"in":[10,191],"the":[11,23,32,55,61,73,81,85,88,101,124,129,140,151,161,164,172,176,182],"form":[12],"vents":[14,137],"and":[15,26,38,52,60,83,103,110,138,145,166],"pyroclastic":[16,90,173],"deposits,":[17],"termed":[18],"faculae,":[19,165],"using":[20],"data":[21],"from":[22,175],"Atmospheric":[25],"Surface":[27],"Composition":[28],"Spectrometer":[29],"(MASCS)":[30],"onboard":[31],"surface,":[34],"space":[35],"environment,":[36],"geochemistry,":[37],"ranging":[39],"(MESSENGER)":[40],"spacecraft.":[41],"Although":[42],"these":[43,108],"features":[44,109],"present":[45],"a":[46,94,116],"wide":[47],"variety":[48],"sizes,":[50],"shapes,":[51],"spectral":[53,102,167],"properties,":[54],"large":[56],"number":[57],"observations":[59,190],"lack":[62],"high-resolution":[64],"hyperspectral":[65],"images":[66],"complicates":[67],"their":[68],"detailed":[69],"characterisation.":[70],"We":[71,92,148],"investigate":[72],"application":[74],"unsupervised":[76],"deep":[77],"learning":[78],"to":[79,99,111,119,169,187],"explore":[80],"diversity":[82],"constrain":[84],"extent":[86],"Hermean":[89],"deposits.":[91,122],"use":[93],"three-dimensional":[95],"convolutional":[96],"autoencoder":[97],"(3DCAE)":[98],"extract":[100],"spatial":[104,157],"attributes":[105],"that":[106,150],"characterise":[107],"create":[112],"cluster":[113,125],"maps":[114,126],"constructing":[115],"unique":[117],"framework":[118],"compare":[120,139],"different":[121],"From":[123],"we":[127,180],"define":[128],"boundaries":[130],"55":[132],"irregular":[133],"deposits":[134,174],"covering":[135],"110":[136],"results":[141],"with":[142],"previous":[143],"radius":[144],"surface":[146],"estimates.":[147],"find":[149,181],"network":[152],"is":[153],"capable":[154],"extracting":[156],"information":[158,168],"such":[159],"as":[160],"border":[162],"altogether":[170],"highlight":[171],"background":[177],"terrain.":[178],"Overall,":[179],"3DCAE":[183],"an":[184],"effective":[185],"technique":[186],"analyse":[188],"sparse":[189],"planetary":[192],"sciences.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
