{"id":"https://openalex.org/W4408216372","doi":"https://doi.org/10.1007/978-3-031-84100-2_27","title":"Onboard FPGA AI/ML Processing on\u00a0Landsat-8 Satellite Images: A Case Study of\u00a0Wildfires Detection","display_name":"Onboard FPGA AI/ML Processing on\u00a0Landsat-8 Satellite Images: A Case Study of\u00a0Wildfires Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408216372","doi":"https://doi.org/10.1007/978-3-031-84100-2_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-84100-2_27","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-84100-2_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-031-84100-2_27","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055130345","display_name":"Lorenzo Canese","orcid":"https://orcid.org/0000-0002-7859-5150"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Lorenzo Canese","raw_affiliation_strings":["Tor Vergata University of Rome, 00133, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Tor Vergata University of Rome, 00133, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028297120","display_name":"G.C. Cardarilli","orcid":"https://orcid.org/0000-0002-7444-876X"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gian Carlo Cardarilli","raw_affiliation_strings":["Tor Vergata University of Rome, 00133, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Tor Vergata University of Rome, 00133, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064866280","display_name":"Giuseppe D\u2019Angelo","orcid":"https://orcid.org/0000-0002-1198-9745"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giuseppe D\u2019Angelo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063300969","display_name":"Luca Di Nunzio","orcid":"https://orcid.org/0000-0002-4312-7939"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Di Nunzio","raw_affiliation_strings":["Tor Vergata University of Rome, 00133, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Tor Vergata University of Rome, 00133, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047963164","display_name":"P. Gabellini","orcid":null},"institutions":[{"id":"https://openalex.org/I103167339","display_name":"Airbus (Italy)","ror":"https://ror.org/00v8s1x79","country_code":"IT","type":"company","lineage":["https://openalex.org/I103167339","https://openalex.org/I4210121748"]},{"id":"https://openalex.org/I33375025","display_name":"Airbus (India)","ror":"https://ror.org/05tw0wf88","country_code":"IN","type":"company","lineage":["https://openalex.org/I33375025","https://openalex.org/I4210121748"]}],"countries":["IN","IT"],"is_corresponding":false,"raw_author_name":"Piero Gabellini","raw_affiliation_strings":["Airbus Italia S.p.A., 00156, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Airbus Italia S.p.A., 00156, Rome, Italy","institution_ids":["https://openalex.org/I33375025","https://openalex.org/I103167339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093362636","display_name":"Riccardo La Cesa","orcid":"https://orcid.org/0009-0001-4978-4921"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo La Cesa","raw_affiliation_strings":["Tor Vergata University of Rome, 00133, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Tor Vergata University of Rome, 00133, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000963583","display_name":"M. Re","orcid":"https://orcid.org/0000-0001-9046-1318"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Re","raw_affiliation_strings":["Tor Vergata University of Rome, 00133, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Tor Vergata University of Rome, 00133, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044774713","display_name":"Sergio Span\u00f2","orcid":"https://orcid.org/0000-0002-8230-7211"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Span\u00f2","raw_affiliation_strings":["Tor Vergata University of Rome, 00133, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Tor Vergata University of Rome, 00133, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5055130345"],"corresponding_institution_ids":["https://openalex.org/I116067653"],"apc_list":null,"apc_paid":null,"fwci":6.9225,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92734226,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10555","display_name":"Fire effects on ecosystems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9932000041007996,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/satellite","display_name":"Satellite","score":0.6936707496643066},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.682712972164154},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.5206374526023865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4479866325855255},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.37276965379714966},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.28919878602027893},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.15571656823158264},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11213651299476624},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.047474801540374756}],"concepts":[{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6936707496643066},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.682712972164154},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.5206374526023865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4479866325855255},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37276965379714966},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.28919878602027893},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.15571656823158264},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11213651299476624},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.047474801540374756}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-84100-2_27","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-84100-2_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},{"id":"pmh:oai:art.torvergata.it:2108/440506","is_oa":false,"landing_page_url":"https://hdl.handle.net/2108/440506","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"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:10.1007/978-3-031-84100-2_27","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-84100-2_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2200518663","https://openalex.org/W2921903005","https://openalex.org/W2942186483","https://openalex.org/W3113229535","https://openalex.org/W4213187122","https://openalex.org/W4283584363","https://openalex.org/W4285028573","https://openalex.org/W4387712719","https://openalex.org/W4390550929","https://openalex.org/W4390692280","https://openalex.org/W4392189637","https://openalex.org/W4396594836","https://openalex.org/W4398766324","https://openalex.org/W4400447853","https://openalex.org/W6600336938","https://openalex.org/W6963374736"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2111241003","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658"],"abstract_inverted_index":{"Using":[0,34],"satellite-acquired":[1],"data":[2,80],"often":[3],"requires":[4],"transferring":[5],"information":[6,19],"to":[7,51,67],"control":[8,91],"stations":[9],"for":[10,29,56,102],"processing,":[11],"which":[12],"degrades":[13],"the":[14,53,108,115],"quality":[15],"of":[16,83,122,128],"service.":[17],"Rapid":[18],"usage":[20],"is":[21,120],"crucial":[22],"in":[23,125,132],"scenarios":[24],"like":[25],"early":[26],"warning":[27],"systems":[28],"critical":[30],"structures":[31],"or":[32],"environments.":[33],"artificial":[35],"intelligence":[36],"and":[37,46,66,90,95],"machine":[38],"learning":[39],"(AI/ML)":[40],"onboard":[41,57],"satellites":[42],"can":[43],"enhance":[44],"autonomy":[45],"control.":[47],"This":[48],"paper":[49],"aims":[50],"identify":[52],"key":[54],"requirements":[55],"FPGA":[58],"AI/ML":[59],"processing":[60],"without":[61],"significantly":[62],"increasing":[63],"payload":[64],"complexity":[65],"define":[68],"a":[69],"reference":[70],"architecture":[71],"based":[72],"on":[73],"initial":[74],"study":[75],"scenarios.":[76],"A":[77],"fire":[78],"detection":[79],"set,":[81],"consisting":[82],"images":[84,92],"from":[85,93],"Landsat-8":[86],"satellites,":[87],"includes":[88],"wildfire":[89,103],"Uruguay":[94],"Brazil.":[96],"Four":[97],"network":[98],"architectures":[99],"were":[100],"evaluated":[101],"detection,":[104],"with":[105],"Resnet-18":[106],"being":[107],"best":[109],"tradeoff.":[110],"All":[111],"networks":[112],"effectively":[113],"generalized":[114],"task.":[116],"The":[117],"proposed":[118],"system":[119],"capable":[121],"detecting":[123],"fires":[124],"an":[126],"area":[127],"51,984":[129],"$$\\text":[130],"{km}^2$$":[131],"176":[133],"s.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}