{"id":"https://openalex.org/W2984879483","doi":"https://doi.org/10.3390/rs11212573","title":"Sentinel-2 Validation for Spatial Variability Assessment in Overhead Trellis System Viticulture Versus UAV and Agronomic Data","display_name":"Sentinel-2 Validation for Spatial Variability Assessment in Overhead Trellis System Viticulture Versus UAV and Agronomic Data","publication_year":2019,"publication_date":"2019-11-02","ids":{"openalex":"https://openalex.org/W2984879483","doi":"https://doi.org/10.3390/rs11212573","mag":"2984879483"},"language":"en","primary_location":{"id":"doi:10.3390/rs11212573","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11212573","pdf_url":"https://www.mdpi.com/2072-4292/11/21/2573/pdf?version=1572915854","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/11/21/2573/pdf?version=1572915854","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085195159","display_name":"Salvatore Filippo Di Gennaro","orcid":"https://orcid.org/0000-0003-0065-1113"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Di Gennaro","raw_affiliation_strings":["Institute of BioEconomy (IBE), National Research Council (CNR), Via Caproni 8, 50145 Florence, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of BioEconomy (IBE), National Research Council (CNR), Via Caproni 8, 50145 Florence, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034340623","display_name":"Riccardo Dainelli","orcid":"https://orcid.org/0000-0003-1619-4826"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Dainelli","raw_affiliation_strings":["Institute of BioEconomy (IBE), National Research Council (CNR), Via Caproni 8, 50145 Florence, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of BioEconomy (IBE), National Research Council (CNR), Via Caproni 8, 50145 Florence, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062903247","display_name":"Alberto Palliotti","orcid":"https://orcid.org/0000-0003-2980-9981"},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Palliotti","raw_affiliation_strings":["Department of Agricultural, Food and Environmental Science, University of Perugia, Borgo XX Giugno 74, 06128 Perugia, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural, Food and Environmental Science, University of Perugia, Borgo XX Giugno 74, 06128 Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077411384","display_name":"Piero Toscano","orcid":"https://orcid.org/0000-0001-9184-0707"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Piero Toscano","raw_affiliation_strings":["Institute of BioEconomy (IBE), National Research Council (CNR), Via Caproni 8, 50145 Florence, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of BioEconomy (IBE), National Research Council (CNR), Via Caproni 8, 50145 Florence, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065955138","display_name":"Alessandro Matese","orcid":"https://orcid.org/0000-0001-8244-2985"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Matese","raw_affiliation_strings":["Institute of BioEconomy (IBE), National Research Council (CNR), Via Caproni 8, 50145 Florence, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of BioEconomy (IBE), National Research Council (CNR), Via Caproni 8, 50145 Florence, Italy","institution_ids":["https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077411384"],"corresponding_institution_ids":["https://openalex.org/I4210155236"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":11.0489,"has_fulltext":true,"cited_by_count":69,"citation_normalized_percentile":{"value":0.98111938,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"11","issue":"21","first_page":"2573","last_page":"2573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11796","display_name":"Horticultural and Viticultural Research","score":0.9998999834060669,"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/T11796","display_name":"Horticultural and Viticultural Research","score":0.9998999834060669,"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":0.9968000054359436,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9955000281333923,"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/trellis","display_name":"Trellis (graph)","score":0.746289074420929},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6990517973899841},{"id":"https://openalex.org/keywords/viticulture","display_name":"Viticulture","score":0.6765787601470947},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5555666089057922},{"id":"https://openalex.org/keywords/vineyard","display_name":"Vineyard","score":0.546323835849762},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5266470909118652},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.5155460834503174},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4913598597049713},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.44620388746261597},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.4456859827041626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44470253586769104},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.42039114236831665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20791590213775635},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.14511120319366455},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.14130949974060059},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.12372612953186035},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10359731316566467},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08766767382621765},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08197012543678284},{"id":"https://openalex.org/keywords/wine","display_name":"Wine","score":0.0701715350151062}],"concepts":[{"id":"https://openalex.org/C2781235587","wikidata":"https://www.wikidata.org/wiki/Q7838009","display_name":"Trellis (graph)","level":3,"score":0.746289074420929},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6990517973899841},{"id":"https://openalex.org/C139019045","wikidata":"https://www.wikidata.org/wiki/Q253140","display_name":"Viticulture","level":3,"score":0.6765787601470947},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5555666089057922},{"id":"https://openalex.org/C2780924976","wikidata":"https://www.wikidata.org/wiki/Q22715","display_name":"Vineyard","level":2,"score":0.546323835849762},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5266470909118652},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.5155460834503174},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4913598597049713},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.44620388746261597},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.4456859827041626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44470253586769104},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.42039114236831665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20791590213775635},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.14511120319366455},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.14130949974060059},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.12372612953186035},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10359731316566467},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08766767382621765},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08197012543678284},{"id":"https://openalex.org/C55952523","wikidata":"https://www.wikidata.org/wiki/Q3014419","display_name":"Wine","level":2,"score":0.0701715350151062},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs11212573","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11212573","pdf_url":"https://www.mdpi.com/2072-4292/11/21/2573/pdf?version=1572915854","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b34aa0811dc641da86cf87ed3112db21","is_oa":true,"landing_page_url":"https://doaj.org/article/b34aa0811dc641da86cf87ed3112db21","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 21, p 2573 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/21/2573/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11212573","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing; Volume 11; Issue 21; Pages: 2573","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11212573","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11212573","pdf_url":"https://www.mdpi.com/2072-4292/11/21/2573/pdf?version=1572915854","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2984879483.pdf","grobid_xml":"https://content.openalex.org/works/W2984879483.grobid-xml"},"referenced_works_count":99,"referenced_works":["https://openalex.org/W6731589","https://openalex.org/W978956851","https://openalex.org/W989391885","https://openalex.org/W1200922351","https://openalex.org/W1445573965","https://openalex.org/W1449822454","https://openalex.org/W1529582020","https://openalex.org/W1559528524","https://openalex.org/W1645840676","https://openalex.org/W1826541790","https://openalex.org/W1938677633","https://openalex.org/W1968314959","https://openalex.org/W1980711477","https://openalex.org/W1995353534","https://openalex.org/W1995463142","https://openalex.org/W1997348953","https://openalex.org/W2031766652","https://openalex.org/W2043889188","https://openalex.org/W2045297017","https://openalex.org/W2056562072","https://openalex.org/W2062982970","https://openalex.org/W2068418550","https://openalex.org/W2080091930","https://openalex.org/W2089464686","https://openalex.org/W2093051558","https://openalex.org/W2115917750","https://openalex.org/W2116731171","https://openalex.org/W2139029752","https://openalex.org/W2149946514","https://openalex.org/W2165703940","https://openalex.org/W2282742555","https://openalex.org/W2295070452","https://openalex.org/W2298473705","https://openalex.org/W2470406329","https://openalex.org/W2508836678","https://openalex.org/W2515492367","https://openalex.org/W2521978848","https://openalex.org/W2525742695","https://openalex.org/W2529907313","https://openalex.org/W2529993970","https://openalex.org/W2540920753","https://openalex.org/W2553233503","https://openalex.org/W2562162680","https://openalex.org/W2562749523","https://openalex.org/W2582348499","https://openalex.org/W2587455455","https://openalex.org/W2590081425","https://openalex.org/W2591541972","https://openalex.org/W2594641889","https://openalex.org/W2597168415","https://openalex.org/W2598591505","https://openalex.org/W2600863649","https://openalex.org/W2606265598","https://openalex.org/W2621178107","https://openalex.org/W2621194016","https://openalex.org/W2728251052","https://openalex.org/W2741850261","https://openalex.org/W2765708932","https://openalex.org/W2772481104","https://openalex.org/W2787403811","https://openalex.org/W2796660597","https://openalex.org/W2802875591","https://openalex.org/W2803969185","https://openalex.org/W2809985736","https://openalex.org/W2811253491","https://openalex.org/W2884040439","https://openalex.org/W2888109384","https://openalex.org/W2895112044","https://openalex.org/W2895873012","https://openalex.org/W2895994027","https://openalex.org/W2897583404","https://openalex.org/W2898005000","https://openalex.org/W2898235919","https://openalex.org/W2900096675","https://openalex.org/W2901695074","https://openalex.org/W2902768901","https://openalex.org/W2903063870","https://openalex.org/W2903885536","https://openalex.org/W2904039196","https://openalex.org/W2905254777","https://openalex.org/W2916442355","https://openalex.org/W2933596302","https://openalex.org/W2940504349","https://openalex.org/W2940856955","https://openalex.org/W2942539026","https://openalex.org/W2943309330","https://openalex.org/W2950267703","https://openalex.org/W2959825334","https://openalex.org/W2966408598","https://openalex.org/W3015496506","https://openalex.org/W4254463814","https://openalex.org/W4254630643","https://openalex.org/W4365388753","https://openalex.org/W6600259931","https://openalex.org/W6625701595","https://openalex.org/W6636950212","https://openalex.org/W6734145930","https://openalex.org/W6753028573","https://openalex.org/W6892172008"],"related_works":["https://openalex.org/W2471666301","https://openalex.org/W2249459365","https://openalex.org/W2915465699","https://openalex.org/W1564111968","https://openalex.org/W3150317720","https://openalex.org/W350061691","https://openalex.org/W2481876342","https://openalex.org/W2203271200","https://openalex.org/W2109694362","https://openalex.org/W2323260855"],"abstract_inverted_index":{"Several":[0],"remote":[1,158],"sensing":[2,159],"technologies":[3],"have":[4],"been":[5],"tested":[6],"in":[7,80,115,128,169],"precision":[8,194],"viticulture":[9,195],"to":[10,21,34,46,64,72,98,175],"characterize":[11],"vineyard":[12],"spatial":[13,183],"variability,":[14],"from":[15,173],"traditional":[16,36],"aircraft":[17],"and":[18,69,89,92,112,119,141,148,157,167],"satellite":[19,131],"platforms":[20],"recent":[22],"unmanned":[23],"aerial":[24],"vehicles":[25],"(UAVs).":[26],"Imagery":[27],"processing":[28],"is":[29],"still":[30],"a":[31,44,134],"challenge":[32],"due":[33],"the":[35,40,62,74,100,103,122,180,204],"row-based":[37],"architecture,":[38],"where":[39],"inter-row":[41],"soil":[42],"provides":[43],"high":[45,135],"full":[47],"presence":[48],"of":[49,76,182,206],"mixed":[50],"pixels.":[51],"In":[52],"this":[53],"case,":[54],"UAV":[55,87,123,139],"images":[56,91,143],"combined":[57],"with":[58,110,138],"filtering":[59],"techniques":[60],"represent":[61],"solution":[63],"analyze":[65],"pure":[66],"canopy":[67],"pixels":[68],"were":[70,96,163],"used":[71,97],"benchmark":[73],"effectiveness":[75,181],"Sentinel-2":[77],"(S2)":[78],"performance":[79],"overhead":[81,189],"training":[82],"systems.":[83],"At":[84],"harvest":[85],"time,":[86],"filtered":[88,142],"unfiltered":[90,140],"ground":[93],"sampling":[94],"data":[95,132,156],"validate":[99],"correlation":[101,136,162],"between":[102],"S2":[104,125,187],"normalized":[105],"difference":[106],"vegetation":[107],"indices":[108],"(NDVIs)":[109],"vegetative":[111],"productive":[113],"parameters":[114],"two":[116],"vineyards":[117,171],"(V1":[118,144],"V2).":[120],"Regarding":[121],"vs.":[124],"NDVI":[126],"comparison,":[127],"both":[129,137,170],"vineyards,":[130],"showed":[133],"R2":[145,150],"=":[146,151],"0.80":[147],"V2":[149],"0.60":[152,174],"mean":[153],"values).":[154],"Ground":[155],"platform":[160],"NDVIs":[161],"strong":[164],"for":[165],"yield":[166],"biomass":[168],"(R2":[172],"0.95).":[176],"These":[177],"results":[178],"demonstrate":[179],"resolution":[184],"provided":[185],"by":[186],"on":[188],"trellis":[190],"system":[191],"viticulture,":[192],"promoting":[193],"also":[196],"within":[197],"areas":[198],"that":[199],"are":[200],"currently":[201],"managed":[202],"without":[203],"support":[205],"innovative":[207],"technologies.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}