{"id":"https://openalex.org/W7135074746","doi":"https://doi.org/10.1007/978-981-95-7072-0_50","title":"In-Vivo Biosensors and\u00a0Visual Data for\u00a0Precision Agriculture: a\u00a0Multimodal Approach for\u00a0Water Stress Detection in\u00a0Tomato Plants","display_name":"In-Vivo Biosensors and\u00a0Visual Data for\u00a0Precision Agriculture: a\u00a0Multimodal Approach for\u00a0Water Stress Detection in\u00a0Tomato Plants","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7135074746","doi":"https://doi.org/10.1007/978-981-95-7072-0_50"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-7072-0_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-7072-0_50","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099516377","display_name":"Giovanni Panella","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096308","display_name":"Institute of Materials for Electronics and Magnetism","ror":"https://ror.org/00z8ws214","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096308","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Panella","raw_affiliation_strings":["IMEM, National Research Council of Italy, Parma, Italy","University of Naples \u201cFederico II\u201d, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"IMEM, National Research Council of Italy, Parma, Italy","institution_ids":["https://openalex.org/I4210096308"]},{"raw_affiliation_string":"University of Naples \u201cFederico II\u201d, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032066141","display_name":"Mario Luca Bernardi","orcid":"https://orcid.org/0000-0002-3223-7032"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Luca Bernardi","raw_affiliation_strings":["University of Sannio, Benevento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027577443","display_name":"Marta Cimitile","orcid":"https://orcid.org/0000-0003-2403-8313"},"institutions":[{"id":"https://openalex.org/I4210130905","display_name":"Unitelma Sapienza University","ror":"https://ror.org/04dfrdm61","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210130905"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Cimitile","raw_affiliation_strings":["Unitelma Sapienza University, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Unitelma Sapienza University, Rome, Italy","institution_ids":["https://openalex.org/I4210130905"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014114090","display_name":"Michela Janni","orcid":"https://orcid.org/0000-0002-3414-1122"},"institutions":[{"id":"https://openalex.org/I4210096308","display_name":"Institute of Materials for Electronics and Magnetism","ror":"https://ror.org/00z8ws214","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michela Janni","raw_affiliation_strings":["IMEM, National Research Council of Italy, Parma, Italy"],"affiliations":[{"raw_affiliation_string":"IMEM, National Research Council of Italy, Parma, Italy","institution_ids":["https://openalex.org/I4210096308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121133652","display_name":"Filippo Vurro","orcid":null},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]},{"id":"https://openalex.org/I4210096308","display_name":"Institute of Materials for Electronics and Magnetism","ror":"https://ror.org/00z8ws214","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Vurro","raw_affiliation_strings":["IMEM, National Research Council of Italy, Parma, Italy","PlantBit Srl, Parma, Italy"],"affiliations":[{"raw_affiliation_string":"IMEM, National Research Council of Italy, Parma, Italy","institution_ids":["https://openalex.org/I4210096308"]},{"raw_affiliation_string":"PlantBit Srl, Parma, Italy","institution_ids":["https://openalex.org/I124601658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077359961","display_name":"Francesco Denaro","orcid":null},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Denaro","raw_affiliation_strings":["University of Parma, Parma, Italy"],"affiliations":[{"raw_affiliation_string":"University of Parma, Parma, Italy","institution_ids":["https://openalex.org/I124601658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008450079","display_name":"M. Bettelli","orcid":"https://orcid.org/0000-0003-4062-3782"},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]},{"id":"https://openalex.org/I4210096308","display_name":"Institute of Materials for Electronics and Magnetism","ror":"https://ror.org/00z8ws214","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuele Bettelli","raw_affiliation_strings":["IMEM, National Research Council of Italy, Parma, Italy","PlantBit Srl, Parma, Italy"],"affiliations":[{"raw_affiliation_string":"IMEM, National Research Council of Italy, Parma, Italy","institution_ids":["https://openalex.org/I4210096308"]},{"raw_affiliation_string":"PlantBit Srl, Parma, Italy","institution_ids":["https://openalex.org/I124601658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022185440","display_name":"Riccardo Pecori","orcid":"https://orcid.org/0000-0002-5948-5845"},"institutions":[{"id":"https://openalex.org/I167322064","display_name":"Universit\u00e0 degli Studi eCampus","ror":"https://ror.org/006maft66","country_code":"IT","type":"education","lineage":["https://openalex.org/I167322064"]},{"id":"https://openalex.org/I4210096308","display_name":"Institute of Materials for Electronics and Magnetism","ror":"https://ror.org/00z8ws214","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Riccardo Pecori","raw_affiliation_strings":["DiSTA, eCampus University, Novedrate (CO), Italy","IMEM, National Research Council of Italy, Parma, Italy"],"affiliations":[{"raw_affiliation_string":"DiSTA, eCampus University, Novedrate (CO), Italy","institution_ids":["https://openalex.org/I167322064"]},{"raw_affiliation_string":"IMEM, National Research Council of Italy, Parma, Italy","institution_ids":["https://openalex.org/I4210096308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5022185440"],"corresponding_institution_ids":["https://openalex.org/I167322064","https://openalex.org/I4210096308"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.97573739,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"693","last_page":"701"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9467999935150146,"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":0.9467999935150146,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.013199999928474426,"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/T12161","display_name":"Plant Surface Properties and Treatments","score":0.003800000064074993,"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/encoder","display_name":"Encoder","score":0.5429999828338623},{"id":"https://openalex.org/keywords/biosensor","display_name":"Biosensor","score":0.5112000107765198},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.4578999876976013},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.40119999647140503},{"id":"https://openalex.org/keywords/water-stress","display_name":"Water stress","score":0.36559998989105225},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.3425999879837036},{"id":"https://openalex.org/keywords/human-health","display_name":"Human health","score":0.33640000224113464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7717999815940857},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5429999828338623},{"id":"https://openalex.org/C160756335","wikidata":"https://www.wikidata.org/wiki/Q669391","display_name":"Biosensor","level":2,"score":0.5112000107765198},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4821999967098236},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.4578999876976013},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.40119999647140503},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3675000071525574},{"id":"https://openalex.org/C2983671280","wikidata":"https://www.wikidata.org/wiki/Q5376358","display_name":"Water stress","level":2,"score":0.36559998989105225},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3425999879837036},{"id":"https://openalex.org/C2987857752","wikidata":"https://www.wikidata.org/wiki/Q12147","display_name":"Human health","level":2,"score":0.33640000224113464},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.3321000039577484},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3174000084400177},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.2793000042438507},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.2630000114440918}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-981-95-7072-0_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-7072-0_50","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:iris.uniecampus.it:11389/84375","is_oa":false,"landing_page_url":"https://hdl.handle.net/11389/84375","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"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":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.8363186717033386}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W4362714376","https://openalex.org/W4402577759","https://openalex.org/W4409262808","https://openalex.org/W4410636763"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-13T14:25:03.468858","created_date":"2026-03-13T00:00:00"}