{"id":"https://openalex.org/W4226018450","doi":"https://doi.org/10.5220/0011059400003209","title":"Data Fusion of PRISMA Satellite Imagery for Asbestos-containing Materials: An Application on Balangero\u2019s Mine Site (Italy)","display_name":"Data Fusion of PRISMA Satellite Imagery for Asbestos-containing Materials: An Application on Balangero\u2019s Mine Site (Italy)","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226018450","doi":"https://doi.org/10.5220/0011059400003209"},"language":"en","primary_location":{"id":"doi:10.5220/0011059400003209","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011059400003209","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Image Processing and Vision Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0011059400003209","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070880523","display_name":"Giuseppe Bonifazi","orcid":"https://orcid.org/0000-0001-6935-2686"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giuseppe Bonifazi","raw_affiliation_strings":["DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020160750","display_name":"Giuseppe Capobianco","orcid":"https://orcid.org/0000-0003-1914-7275"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Capobianco","raw_affiliation_strings":["DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013382434","display_name":"Riccardo Gasbarrone","orcid":"https://orcid.org/0000-0003-4739-1582"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Gasbarrone","raw_affiliation_strings":["DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040545300","display_name":"Silvia Serranti","orcid":"https://orcid.org/0000-0003-2435-5212"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Serranti","raw_affiliation_strings":["DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005188604","display_name":"Sergio Bellagamba","orcid":"https://orcid.org/0000-0002-4295-0704"},"institutions":[{"id":"https://openalex.org/I4210119350","display_name":"Istituto Nazionale per l'Assicurazione Contro gli Infortuni sul Lavoro","ror":"https://ror.org/01t264m74","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210119350"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Bellagamba","raw_affiliation_strings":["INAIL - Italian Workers\u2019 Compensation Authority, Research Division, DIT - Department for Technological Innovations and Security Equipment, Products and Human Settlements, via R. Ferruzzi 38/40, Rome, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"INAIL - Italian Workers\u2019 Compensation Authority, Research Division, DIT - Department for Technological Innovations and Security Equipment, Products and Human Settlements, via R. Ferruzzi 38/40, Rome, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210119350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072010444","display_name":"Daniele Taddei","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Taddei","raw_affiliation_strings":["DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"DICMA, Department of Chemical Engineering, Materials and Environment, Sapienza - University of Rome, via Eudossiana 18, 00184, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5070880523"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":0.398,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65412682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/asbestos","display_name":"Asbestos","score":0.6908752918243408},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5380093455314636},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4800109267234802},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4610445201396942},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.4473784863948822},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.44679075479507446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3852669298648834},{"id":"https://openalex.org/keywords/mining-engineering","display_name":"Mining engineering","score":0.3521707057952881},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.33471134305000305},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20068016648292542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1762731373310089},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11262056231498718},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.06572061777114868}],"concepts":[{"id":"https://openalex.org/C510490043","wikidata":"https://www.wikidata.org/wiki/Q104085","display_name":"Asbestos","level":2,"score":0.6908752918243408},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5380093455314636},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4800109267234802},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4610445201396942},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.4473784863948822},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.44679075479507446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3852669298648834},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.3521707057952881},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.33471134305000305},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20068016648292542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1762731373310089},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11262056231498718},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.06572061777114868},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0011059400003209","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011059400003209","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Image Processing and Vision Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1642736","is_oa":false,"landing_page_url":"http://hdl.handle.net/11573/1642736","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0011059400003209","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011059400003209","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Image Processing and Vision Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2188419018","https://openalex.org/W171854043","https://openalex.org/W3037734103","https://openalex.org/W2049962767","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2353265673","https://openalex.org/W2152662039","https://openalex.org/W2145797872"],"abstract_inverted_index":{"In":[0],"the":[1,5,12,23,28,52,95,105,144,197],"last":[2],"few":[3],"decades,":[4],"procedure":[6],"for":[7,27],"identifying,":[8],"classifying":[9],"and":[10,16,43,47,61,86,117,132,162,172],"mapping":[11],"asbestos-containing":[13,135],"materials":[14],"(ACMs),":[15],"contaminated":[17,65],"areas,":[18],"is":[19,141],"considered":[20],"one":[21],"of":[22,30,54,56,63,84,99,107,192],"most":[24],"important":[25],"aspects":[26],"purpose":[29],"remediation.":[31],"This":[32],"task,":[33],"carried":[34],"out":[35],"by":[36,66,119],"skilled":[37],"workers,":[38],"can":[39,49],"be":[40,91],"very":[41],"long":[42],"difficult":[44],"to":[45,76,90,103,112,168,188],"perform,":[46],"it":[48],"also":[50],"increase":[51],"risk":[53],"inhalation":[55],"asbestos":[57,67,146],"fibers.":[58],"The":[59,97,138],"identification":[60],"characterization":[62],"areas":[64,116,125],"using":[68,108,120],"remote":[69],"sensing":[70],"techniques":[71,111],"represent":[72],"a":[73,159,190],"valid":[74],"alternative":[75],"census":[77],"methods,":[78],"traditionally":[79],"based":[80],"on":[81,158,196],"visual":[82],"inspection":[83],"surfaces":[85],"in":[87,94,124,134,143,150],"situ":[88],"sampling":[89],"analyzed":[92],"later":[93],"laboratory.":[96],"aim":[98],"this":[100],"work":[101],"was":[102,128,156,185],"explore":[104],"possibilities":[106],"machine":[109],"learning":[110],"identify":[113],"possible":[114],"asbestos-contaminated":[115],"ACMs":[118],"PRISMA":[121,166],"satellite":[122],"imagery":[123],"where":[126],"chrysotile":[127],"once":[129],"extracted,":[130],"processed":[131],"used":[133,173],"products":[136],"(ACPs).":[137],"study":[139],"area":[140],"located":[142],"Balangero\u2019s":[145],"mine":[147],"site.":[148],"More":[149],"detail,":[151],"Principal":[152],"Component":[153],"Analysis":[154],"(PCA)":[155],"performed":[157],"Visible,":[160],"Near-InfraRed":[161],"Short-Wave":[163],"InfraRed":[164],"(VNIR-SWIR)":[165],"image":[167],"reduce":[169],"data":[170],"dimensionality":[171],"as":[174],"an":[175],"exploratory":[176],"analysis":[177],"tool.":[178],"Classification":[179],"And":[180],"Regression":[181],"Trees":[182],"(CART)":[183],"technique":[184],"finally":[186],"utilized":[187],"test":[189],"classification":[191],"six":[193],"predetermined":[194],"classes":[195],"panchromatic":[198],"image.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-05-05T00:00:00"}