{"id":"https://openalex.org/W4403674144","doi":"https://doi.org/10.15439/2024f5111","title":"An AI-empowered energy-efficient portable NIRS solution for precision agriculture: A pilot study on a citrus fruit","display_name":"An AI-empowered energy-efficient portable NIRS solution for precision agriculture: A pilot study on a citrus fruit","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4403674144","doi":"https://doi.org/10.15439/2024f5111"},"language":"en","primary_location":{"id":"doi:10.15439/2024f5111","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f5111","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/5111.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/Volume_39/drp/pdf/5111.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034563842","display_name":"Giulia Cisotto","orcid":"https://orcid.org/0000-0002-9554-9367"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Giulia Cisotto","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079811709","display_name":"Dagmawi Delelegn Tegegn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dagmawi Delelegn Tegegn","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051517522","display_name":"Alberto Zancanaro","orcid":"https://orcid.org/0000-0002-5276-7030"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alberto Zancanaro","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011852253","display_name":"Ivan Reguzzoni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivan Reguzzoni","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055031512","display_name":"Edoardo Lotti","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edoardo Lotti","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102913859","display_name":"Sara Manzoni","orcid":"https://orcid.org/0000-0002-6406-536X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sara L. Manzoni","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5047943010","display_name":"Italo Zoppis","orcid":"https://orcid.org/0000-0001-7312-7123"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Italo F. Zoppis","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5034563842"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3453,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80914826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"39","issue":null,"first_page":"313","last_page":"318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.6078082323074341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5763444900512695},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.5112607479095459},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5010230541229248},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.47727149724960327},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.40086618065834045},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21251150965690613},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1428917944431305},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09124478697776794}],"concepts":[{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.6078082323074341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5763444900512695},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.5112607479095459},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5010230541229248},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.47727149724960327},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.40086618065834045},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21251150965690613},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1428917944431305},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09124478697776794},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.15439/2024f5111","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f5111","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/5111.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arts.units.it:11368/3111936","is_oa":true,"landing_page_url":"https://annals-csis.org/Volume_39/drp/5111.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:boa.unimib.it:10281/542307","is_oa":false,"landing_page_url":"https://hdl.handle.net/10281/542307","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"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"},{"id":"pmh:oai:doaj.org/article:2de90f092d0848cfb1145fa3a8a5507b","is_oa":true,"landing_page_url":"https://doaj.org/article/2de90f092d0848cfb1145fa3a8a5507b","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":"Annals of computer science and information systems, Vol 39, Pp 313-318 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2024f5111","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f5111","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/5111.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317295","display_name":"Dipartimenti di Eccellenza","ror":null},{"id":"https://openalex.org/F4320321610","display_name":"Universit\u00e0 degli Studi di Milano-Bicocca","ror":"https://ror.org/01ynf4891"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403674144.pdf","grobid_xml":"https://content.openalex.org/works/W4403674144.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3201212491","https://openalex.org/W4380767732","https://openalex.org/W2382920002","https://openalex.org/W4247744717","https://openalex.org/W3161605631","https://openalex.org/W1551473783","https://openalex.org/W2912977869","https://openalex.org/W2170509036","https://openalex.org/W3195856620","https://openalex.org/W2622264455"],"abstract_inverted_index":{"Smart":[0],"agriculture":[1],"has":[2],"seen":[3],"impressive":[4],"progresses":[5],"in":[6,73],"monitoring":[7],"the":[8,11,16,74,87,99,121,125],"quality":[9],"of":[10,18,90,124,132],"crop":[12],"and":[13,27,30,49,60,127],"early":[14],"detecting":[15],"onset":[17],"pathogens.However,":[19],"this":[20,51,105],"is":[21,64],"typically":[22],"achieved":[23],"through":[24,71],"smart,":[25],"expensive,":[26],"energy-demanding":[28],"robots":[29],"autonomous":[31],"systems.We":[32],"propose":[33],"an":[34,57],"AI-empowered":[35],"portable":[36],"low-cost":[37],"shortwave":[38],"near-infrared":[39],"spectroscopy":[40],"(sw-NIRS)":[41],"solution":[42],"that":[43,62],"allows":[44],"non-destructive":[45],"measurements":[46],"from":[47],"plants":[48],"vegetables.In":[50],"pilot":[52],"study,":[53],"we":[54,85,101],"specifically":[55],"targeted":[56],"orange":[58],"fruit":[59],"showed":[61],"it":[63],"possible":[65],"to":[66,93,103,107,113,117,128,135],"classify":[67],"its":[68],"different":[69],"parts":[70],"sw-NIRS":[72,133],"range":[75],"1350-2150":[76],"nm":[77],"by":[78],"using":[79],"AI":[80,115],"models,":[81],"exceeding":[82],"97%":[83],"accuracy.Also,":[84],"explored":[86],"minimum":[88],"amount":[89],"energy":[91],"needed":[92],"reach":[94],"such":[95],"high":[96],"classification":[97],"performance.In":[98],"future,":[100],"aim":[102],"extend":[104],"investigation":[106],"other":[108],"targets":[109],"(e.g.,":[110],"bean":[111],"plants),":[112],"develop":[114],"architectures":[116],"more":[118],"accurately":[119],"model":[120],"physiological":[122],"conditions":[123],"target,":[126],"create":[129],"a":[130,138],"network":[131],"sensors":[134],"simultaneously":[136],"monitor":[137],"largescale":[139],"crop.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2024-10-24T00:00:00"}