{"id":"https://openalex.org/W3093989690","doi":"https://doi.org/10.3390/rs12213478","title":"Kc and LAI Estimations Using Optical and SAR Remote Sensing Imagery for Vineyards Plots","display_name":"Kc and LAI Estimations Using Optical and SAR Remote Sensing Imagery for Vineyards Plots","publication_year":2020,"publication_date":"2020-10-22","ids":{"openalex":"https://openalex.org/W3093989690","doi":"https://doi.org/10.3390/rs12213478","mag":"3093989690"},"language":"en","primary_location":{"id":"doi:10.3390/rs12213478","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12213478","pdf_url":"https://www.mdpi.com/2072-4292/12/21/3478/pdf","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/2072-4292/12/21/3478/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002028836","display_name":"Ofer Beeri","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ofer Beeri","raw_affiliation_strings":["Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel"],"affiliations":[{"raw_affiliation_string":"Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011245078","display_name":"Yishai Netzer","orcid":"https://orcid.org/0000-0003-3142-4116"},"institutions":[{"id":"https://openalex.org/I52170813","display_name":"Ariel University","ror":"https://ror.org/03nz8qe97","country_code":"IL","type":"education","lineage":["https://openalex.org/I52170813"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yishai Netzer","raw_affiliation_strings":["Department of Agriculture and Oenology, Eastern R&D Center, Ariel 4077625, Israel","Department of Chemical Engineering, Ariel University, Ariel 4077625, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Agriculture and Oenology, Eastern R&D Center, Ariel 4077625, Israel","institution_ids":[]},{"raw_affiliation_string":"Department of Chemical Engineering, Ariel University, Ariel 4077625, Israel","institution_ids":["https://openalex.org/I52170813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022805535","display_name":"Sarel Munitz","orcid":"https://orcid.org/0000-0003-2523-4009"},"institutions":[{"id":"https://openalex.org/I4210113769","display_name":"Carmel Medical Center","ror":"https://ror.org/02cy9a842","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I4210113769"]},{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Sarel Munitz","raw_affiliation_strings":["Carmel Winery, Derech HaYekev 2, Zikhron Ya\u2019akov 3095000, Israel","Department of Agriculture and Oenology, Eastern R&D Center, Ariel 4077625, Israel","The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Jerusalem 9190501, Israel","Carmel Winery, Derech HaYekev 2, Zikhron Ya'akov 3095000, Israel"],"affiliations":[{"raw_affiliation_string":"Carmel Winery, Derech HaYekev 2, Zikhron Ya\u2019akov 3095000, Israel","institution_ids":["https://openalex.org/I4210113769"]},{"raw_affiliation_string":"Department of Agriculture and Oenology, Eastern R&D Center, Ariel 4077625, Israel","institution_ids":[]},{"raw_affiliation_string":"The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Jerusalem 9190501, Israel","institution_ids":["https://openalex.org/I197251160"]},{"raw_affiliation_string":"Carmel Winery, Derech HaYekev 2, Zikhron Ya'akov 3095000, Israel","institution_ids":["https://openalex.org/I4210113769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090849292","display_name":"Danielle Ferman Mintz","orcid":null},"institutions":[{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Danielle Ferman Mintz","raw_affiliation_strings":["Department of Agriculture and Oenology, Eastern R&D Center, Ariel 4077625, Israel","Saturas\u2014Decision Support System for Precision Irrigation, 1 Hataasia St., Migdal Haemek 2307037, Israel","The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Jerusalem 9190501, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Agriculture and Oenology, Eastern R&D Center, Ariel 4077625, Israel","institution_ids":[]},{"raw_affiliation_string":"Saturas\u2014Decision Support System for Precision Irrigation, 1 Hataasia St., Migdal Haemek 2307037, Israel","institution_ids":[]},{"raw_affiliation_string":"The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Jerusalem 9190501, Israel","institution_ids":["https://openalex.org/I197251160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088495646","display_name":"Ran Pelta","orcid":"https://orcid.org/0000-0002-7841-724X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ran Pelta","raw_affiliation_strings":["Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel"],"affiliations":[{"raw_affiliation_string":"Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013791147","display_name":"T. Shilo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tal Shilo","raw_affiliation_strings":["Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel"],"affiliations":[{"raw_affiliation_string":"Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005411018","display_name":"Alon Horesh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alon Horesh","raw_affiliation_strings":["Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel"],"affiliations":[{"raw_affiliation_string":"Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028622230","display_name":"S. Mey-Tal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shay Mey-tal","raw_affiliation_strings":["Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel"],"affiliations":[{"raw_affiliation_string":"Precision Agriculture Team, Manna-Irrigation, Gvat 3657900, Israel","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5002028836"],"corresponding_institution_ids":[],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.315,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.92227446,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"21","first_page":"3478","last_page":"3478"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994000196456909,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.8356133699417114},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.7607254385948181},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6357530355453491},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5798727869987488},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4787437319755554},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.4703412652015686},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18212759494781494}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.8356133699417114},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.7607254385948181},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6357530355453491},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5798727869987488},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4787437319755554},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.4703412652015686},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18212759494781494},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12213478","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12213478","pdf_url":"https://www.mdpi.com/2072-4292/12/21/3478/pdf","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:e3e5c8ec86e94368970d2c5553d13d08","is_oa":true,"landing_page_url":"https://doaj.org/article/e3e5c8ec86e94368970d2c5553d13d08","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 12, Iss 21, p 3478 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/21/3478/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12213478","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 12; Issue 21; Pages: 3478","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12213478","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12213478","pdf_url":"https://www.mdpi.com/2072-4292/12/21/3478/pdf","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":[{"id":"https://openalex.org/G113529343","display_name":null,"funder_award_id":"6-6802","funder_id":"https://openalex.org/F4320323706","funder_display_name":"Ministry of Science and Technology, Israel"}],"funders":[{"id":"https://openalex.org/F4320323706","display_name":"Ministry of Science and Technology, Israel","ror":"https://ror.org/02heb2n75"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3093989690.pdf","grobid_xml":"https://content.openalex.org/works/W3093989690.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1985154454","https://openalex.org/W1987290209","https://openalex.org/W1993298793","https://openalex.org/W2029335981","https://openalex.org/W2049355271","https://openalex.org/W2050565203","https://openalex.org/W2073527340","https://openalex.org/W2074793181","https://openalex.org/W2087122307","https://openalex.org/W2111693119","https://openalex.org/W2116890486","https://openalex.org/W2118417501","https://openalex.org/W2123744475","https://openalex.org/W2128473619","https://openalex.org/W2149580466","https://openalex.org/W2160180673","https://openalex.org/W2160982437","https://openalex.org/W2474714635","https://openalex.org/W2550113586","https://openalex.org/W2585309444","https://openalex.org/W2611354124","https://openalex.org/W2747196278","https://openalex.org/W2887303328","https://openalex.org/W2902722701","https://openalex.org/W2915777673","https://openalex.org/W2932791400","https://openalex.org/W2940220284","https://openalex.org/W2953239899","https://openalex.org/W2981001534","https://openalex.org/W2986840853","https://openalex.org/W3029127987","https://openalex.org/W3041165813","https://openalex.org/W4206823756","https://openalex.org/W4235072768"],"related_works":["https://openalex.org/W4383117943","https://openalex.org/W4385180878","https://openalex.org/W4382366283","https://openalex.org/W2013329914","https://openalex.org/W32300172","https://openalex.org/W1972288805","https://openalex.org/W2115049406","https://openalex.org/W2392383081","https://openalex.org/W4252699458","https://openalex.org/W1618102658"],"abstract_inverted_index":{"Daily":[0],"or":[1,8],"weekly":[2],"irrigation":[3,17],"monitoring":[4],"conducted":[5],"per":[6],"sub-field":[7],"management":[9],"zone":[10],"is":[11,21],"an":[12],"important":[13],"factor":[14],"in":[15,134,185],"vine":[16],"decision-making.":[18],"The":[19,66,89,173,225],"objective":[20],"to":[22,53,61,86,98,123,129,136,161],"determine":[23],"the":[24,29,35,51,55,59,125,176,182,187,191,196,199,205,208,219,222,238,244],"crop":[25,188],"coefficient":[26],"(Kc)":[27],"and":[28,82,105,112,118,121,132,138,151,163,170,190,198,210,221],"leaf":[30],"area":[31],"index":[32],"(LAI).":[33],"Since":[34],"1990s,":[36],"optic":[37,106,169,197],"satellite":[38],"imagery":[39,64],"has":[40],"been":[41],"utilized":[42],"for":[43,80,102,108,194],"this":[44,92],"purpose,":[45],"yet":[46],"cloud-cover,":[47],"as":[48,50,95],"well":[49],"desire":[52],"increase":[54],"temporal":[56,110,239],"resolution,":[57],"raise":[58],"need":[60],"integrate":[62],"more":[63],"sources.":[65],"Sentinel-1":[67,128,178,214],"(a":[68],"C-band":[69],"synthetic":[70],"aperture":[71],"radar\u2014SAR)":[72],"can":[73],"solve":[74],"both":[75,164],"issues,":[76],"but":[77,241],"its":[78],"accuracy":[79,184,206],"LAI":[81,117,131,140,211],"Kc":[83,119,133,209],"mapping":[84],"needs":[85],"be":[87],"determined.":[88],"goals":[90],"of":[91,116,127,207,227],"study":[93],"were":[94,142,159,166,215],"follows:":[96],"(1)":[97],"test":[99],"different":[100],"methods":[101],"integrating":[103],"SAR":[104,171,200],"sensors":[107,230],"increasing":[109],"resolution":[111,240],"creating":[113],"seamless":[114,233],"time-series":[115,234],"estimations;":[120],"(2)":[122],"evaluate":[124],"ability":[126],"estimate":[130],"comparison":[135],"Sentinel-2":[137],"Landsat-8.":[139],"values":[141,158],"collected":[143],"at":[144],"two":[145,177],"vineyards,":[146],"over":[147],"three":[148,229],"(north":[149],"plot)":[150,154],"four":[152],"(south":[153],"growing":[155],"seasons.":[156],"These":[157],"converted":[160],"Kc,":[162],"parameters":[165,189],"tested":[167],"against":[168],"indices.":[172],"results":[174],"present":[175],"indices":[179],"that":[180],"achieved":[181],"best":[183,192],"estimating":[186],"method":[193],"fusing":[195],"data.":[201],"Utilizing":[202],"these":[203],"achievements,":[204],"estimations":[212],"from":[213],"slightly":[216],"better":[217],"than":[218],"Sentinel-2\u2032s":[220],"Landsat-8\u2032s":[223],"accuracy.":[224,246],"integration":[226],"all":[228],"into":[231],"one":[232],"not":[235],"only":[236],"increases":[237],"also":[242],"improves":[243],"overall":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1}],"updated_date":"2026-02-24T08:05:00.420983","created_date":"2020-10-29T00:00:00"}