{"id":"https://openalex.org/W2070979697","doi":"https://doi.org/10.1109/igarss.2014.6946724","title":"A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture","display_name":"A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2070979697","doi":"https://doi.org/10.1109/igarss.2014.6946724","mag":"2070979697"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2014.6946724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2014.6946724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","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/A5024242637","display_name":"Fabio Del Frate","orcid":"https://orcid.org/0000-0002-1655-0643"},"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":"Fabio Del Frate","raw_affiliation_strings":["Civil Engineering and Computer Science Engineering Department, Tor Vergata University, Rome, Italy","Tor Vergata University, Civil Engineering and Computer Science Engineering Department, Via del Politecnico 1, 00133, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Civil Engineering and Computer Science Engineering Department, Tor Vergata University, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Tor Vergata University, Civil Engineering and Computer Science Engineering Department, Via del Politecnico 1, 00133, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039258790","display_name":"Daniele Latini","orcid":"https://orcid.org/0000-0001-5033-7830"},"institutions":[{"id":"https://openalex.org/I4210119941","display_name":"e GEOS (Italy)","ror":"https://ror.org/02jf95y23","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210119941"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Latini","raw_affiliation_strings":["GEO-K s.r.l., Rome, Italy","GEO-K s.r.l., Via del Politecnico 1, 00133 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"GEO-K s.r.l., Rome, Italy","institution_ids":["https://openalex.org/I4210119941"]},{"raw_affiliation_string":"GEO-K s.r.l., Via del Politecnico 1, 00133 Rome, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000352417","display_name":"Matteo Picchiani","orcid":"https://orcid.org/0000-0002-4120-200X"},"institutions":[{"id":"https://openalex.org/I4210119941","display_name":"e GEOS (Italy)","ror":"https://ror.org/02jf95y23","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210119941"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Picchiani","raw_affiliation_strings":["GEO-K s.r.l., Rome, Italy","GEO-K s.r.l., Via del Politecnico 1, 00133 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"GEO-K s.r.l., Rome, Italy","institution_ids":["https://openalex.org/I4210119941"]},{"raw_affiliation_string":"GEO-K s.r.l., Via del Politecnico 1, 00133 Rome, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056579363","display_name":"G. Schiavon","orcid":"https://orcid.org/0000-0002-6018-7909"},"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":"Giovanni Schiavon","raw_affiliation_strings":["Civil Engineering and Computer Science Engineering Department, Tor Vergata University, Rome, Italy","Tor Vergata University, Civil Engineering and Computer Science Engineering Department, Via del Politecnico 1, 00133, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Civil Engineering and Computer Science Engineering Department, Tor Vergata University, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Tor Vergata University, Civil Engineering and Computer Science Engineering Department, Via del Politecnico 1, 00133, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084972108","display_name":"Cristina Vittucci","orcid":"https://orcid.org/0000-0001-6210-4647"},"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":"Cristina Vittucci","raw_affiliation_strings":["Civil Engineering and Computer Science Engineering Department, Tor Vergata University, Rome, Italy","Tor Vergata University, Civil Engineering and Computer Science Engineering Department, Via del Politecnico 1, 00133, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Civil Engineering and Computer Science Engineering Department, Tor Vergata University, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Tor Vergata University, Civil Engineering and Computer Science Engineering Department, Via del Politecnico 1, 00133, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024242637"],"corresponding_institution_ids":["https://openalex.org/I116067653"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.08456177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9991999864578247,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9991999864578247,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9947999715805054,"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"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7296829223632812},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5783911943435669},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.5078147053718567},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.507103443145752},{"id":"https://openalex.org/keywords/panchromatic-film","display_name":"Panchromatic film","score":0.49941372871398926},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.4924992024898529},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4904913306236267},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.4597506821155548},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4462769627571106},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4310363531112671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.311248779296875},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.238410085439682},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17304745316505432},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.15513771772384644},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10112419724464417}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7296829223632812},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5783911943435669},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.5078147053718567},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.507103443145752},{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.49941372871398926},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.4924992024898529},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4904913306236267},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.4597506821155548},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4462769627571106},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4310363531112671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.311248779296875},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.238410085439682},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17304745316505432},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.15513771772384644},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10112419724464417},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss.2014.6946724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2014.6946724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:art.torvergata.it:2108/113211","is_oa":false,"landing_page_url":"http://hdl.handle.net/2108/113211","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":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7099999785423279,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1971908203","https://openalex.org/W1988128726","https://openalex.org/W2079454091","https://openalex.org/W2110860474","https://openalex.org/W2122538988","https://openalex.org/W2157471999","https://openalex.org/W4255443310"],"related_works":["https://openalex.org/W1930929277","https://openalex.org/W2158394102","https://openalex.org/W2361746014","https://openalex.org/W1502637513","https://openalex.org/W2124952510","https://openalex.org/W2375311607","https://openalex.org/W2022261651","https://openalex.org/W2143372509","https://openalex.org/W2565514930","https://openalex.org/W3007156798"],"abstract_inverted_index":{"Concurrent":[0],"availability":[1],"of":[2,21,41,45,69,106,151,172,176],"VHR":[3],"(Very":[4],"High":[5],"Resolution)":[6],"images":[7],"at":[8],"both":[9],"optical":[10],"and":[11,44,85,117,146],"microwave":[12],"bands":[13],"opens":[14],"new":[15],"challenges":[16],"in":[17,55],"many":[18],"applicative":[19],"scenarios":[20],"Earth":[22],"Observation":[23],"(EO).":[24],"In":[25,97],"particular":[26],"this":[27,98],"is":[28,122,167],"true":[29],"for":[30,108],"precision":[31,109],"farming":[32],"activities":[33],"where":[34],"the":[35,38,59,63,67,70,74,86,125,131,138,149,152,170,180,183,187,201,205],"retrieval":[36],"on":[37],"metric":[39],"scale":[40],"biophysical":[42],"parameters":[43],"information":[46],"regarding":[47],"vegetation":[48],"spatial":[49],"distributions":[50],"can":[51,81],"be":[52,82,92,196],"very":[53,83],"effective":[54],"supporting":[56],"farmers":[57],"during":[58],"production":[60],"cycles.":[61],"However,":[62],"inversion":[64,189],"problem":[65],"giving":[66],"value":[68],"desired":[71],"variable":[72],"from":[73,111,179],"measured":[75],"electromagnetic":[76],"quantities":[77,105],"(the":[78],"image":[79],"data)":[80],"complex":[84],"nonlinear":[87,177],"relationships":[88],"involved":[89],"need":[90],"to":[91,169,186,195,200],"handled":[93],"by":[94,114,204],"suitable":[95],"algorithms.":[96],"paper":[99],"a":[100,142,173],"complete":[101],"processing":[102],"scheme":[103],"providing":[104],"interest":[107],"viticulture":[110],"data":[112,133],"provided":[113,203],"WorldView-2":[115],"(WV2)":[116],"COSMOSkyMed":[118],"(CSK)":[119],"space":[120],"platforms":[121],"presented.":[123],"Once":[124],"appropriate":[126],"season":[127],"time":[128,144],"was":[129],"selected,":[130],"satellite":[132],"have":[134],"been":[135],"acquired":[136],"over":[137],"test":[139],"area":[140],"within":[141],"limited":[143],"window":[145],"concurrently":[147],"with":[148,198],"collection":[150],"groundtruth.":[153],"The":[154,191],"workflow,":[155],"besides":[156],"adequate":[157],"pre-processing":[158],"steps,":[159],"includes":[160],"two":[161],"neural":[162],"networks":[163],"(NN)":[164],"modules,":[165],"one":[166,185],"dedicated":[168],"extraction":[171],"restricted":[174],"number":[175],"components":[178],"WV2":[181],"data,":[182],"other":[184],"actual":[188],"problem.":[190],"obtained":[192],"results":[193],"seem":[194],"satisfactory":[197],"respect":[199],"requirements":[202],"users.":[206]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}