{"id":"https://openalex.org/W3086813699","doi":"https://doi.org/10.3390/rs12182958","title":"Retrieval of Crude Protein in Perennial Ryegrass Using Spectral Data at the Canopy Level","display_name":"Retrieval of Crude Protein in Perennial Ryegrass Using Spectral Data at the Canopy Level","publication_year":2020,"publication_date":"2020-09-11","ids":{"openalex":"https://openalex.org/W3086813699","doi":"https://doi.org/10.3390/rs12182958","mag":"3086813699"},"language":"en","primary_location":{"id":"doi:10.3390/rs12182958","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12182958","pdf_url":"https://www.mdpi.com/2072-4292/12/18/2958/pdf?version=1600316846","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/2072-4292/12/18/2958/pdf?version=1600316846","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004223031","display_name":"Gustavo Togeiro de Alckmin","orcid":"https://orcid.org/0000-0002-0665-9426"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]},{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["AU","NL"],"is_corresponding":true,"raw_author_name":"Gustavo Togeiro de Alckmin","raw_affiliation_strings":["Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands","School of Technology, Environments and Design, University of Tasmania-Discipline of Geography and Spatial Sciences, Hobart, TAS 7005, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0665-9426","affiliations":[{"raw_affiliation_string":"Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]},{"raw_affiliation_string":"School of Technology, Environments and Design, University of Tasmania-Discipline of Geography and Spatial Sciences, Hobart, TAS 7005, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062850904","display_name":"Arko Lucieer","orcid":"https://orcid.org/0000-0002-9468-4516"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Arko Lucieer","raw_affiliation_strings":["School of Technology, Environments and Design, University of Tasmania-Discipline of Geography and Spatial Sciences, Hobart, TAS 7005, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9468-4516","affiliations":[{"raw_affiliation_string":"School of Technology, Environments and Design, University of Tasmania-Discipline of Geography and Spatial Sciences, Hobart, TAS 7005, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070678064","display_name":"G.J. Roerink","orcid":null},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gerbert Roerink","raw_affiliation_strings":["Wageningen Environmental Research-Earth Informatics, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wageningen Environmental Research-Earth Informatics, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087940284","display_name":"RP Rawnsley","orcid":"https://orcid.org/0000-0001-5381-0208"},"institutions":[{"id":"https://openalex.org/I4394709179","display_name":"Tasmanian Institute of Agriculture","ror":"https://ror.org/01ex21125","country_code":"AU","type":"facility","lineage":["https://openalex.org/I129801699","https://openalex.org/I4394709179"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Richard Rawnsley","raw_affiliation_strings":["Tasmanian Institute of Agriculture-Centre for Dairy, Grains and Grazing, 16-20 Mooreville Rd, Burnie, TAS 7320, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5381-0208","affiliations":[{"raw_affiliation_string":"Tasmanian Institute of Agriculture-Centre for Dairy, Grains and Grazing, 16-20 Mooreville Rd, Burnie, TAS 7320, Australia","institution_ids":["https://openalex.org/I4394709179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059667425","display_name":"I.E. Hoving","orcid":null},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Idse Hoving","raw_affiliation_strings":["Wageningen Livestock Research-Livestock and Environment, De Elst 1, 6700 AH Wageningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wageningen Livestock Research-Livestock and Environment, De Elst 1, 6700 AH Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064235711","display_name":"Lammert Kooistra","orcid":"https://orcid.org/0000-0001-5549-5993"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lammert Kooistra","raw_affiliation_strings":["Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-5549-5993","affiliations":[{"raw_affiliation_string":"Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004223031"],"corresponding_institution_ids":["https://openalex.org/I129801699","https://openalex.org/I913481162"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":0.6902,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.62245999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"18","first_page":"2958","last_page":"2958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9933000206947327,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9725000262260437,"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/canopy","display_name":"Canopy","score":0.5566064715385437},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.551531970500946},{"id":"https://openalex.org/keywords/lolium-perenne","display_name":"Lolium perenne","score":0.5261839628219604},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5230192542076111},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4954162836074829},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.46992170810699463},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.468845009803772},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.44901275634765625},{"id":"https://openalex.org/keywords/perennial-plant","display_name":"Perennial plant","score":0.37361690402030945},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36945903301239014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31348279118537903},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21677061915397644},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.20504939556121826},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.18544533848762512},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1601766049861908},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11424347758293152},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11077380180358887},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.08320114016532898}],"concepts":[{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5566064715385437},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.551531970500946},{"id":"https://openalex.org/C2777275582","wikidata":"https://www.wikidata.org/wiki/Q161722","display_name":"Lolium perenne","level":3,"score":0.5261839628219604},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5230192542076111},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4954162836074829},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.46992170810699463},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.468845009803772},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.44901275634765625},{"id":"https://openalex.org/C24461792","wikidata":"https://www.wikidata.org/wiki/Q157957","display_name":"Perennial plant","level":2,"score":0.37361690402030945},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36945903301239014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31348279118537903},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21677061915397644},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.20504939556121826},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.18544533848762512},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1601766049861908},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11424347758293152},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11077380180358887},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.08320114016532898},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs12182958","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12182958","pdf_url":"https://www.mdpi.com/2072-4292/12/18/2958/pdf?version=1600316846","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:eprints.utas.edu.au:42768","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922975","display_name":"UTAS Research Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:library.wur.nl:wurpubs/570817","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/retrieval-of-crude-protein-in-perennial-ryegrass-using-spectral-d","pdf_url":"https://edepot.wur.nl/533383","source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"is_in_doaj":false,"is_core":true,"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":"ISSN: 2072-4292","raw_type":"Article/Letter to editor"},{"id":"pmh:oai:doaj.org/article:db2170f862864600826cdadf054e76c5","is_oa":true,"landing_page_url":"https://doaj.org/article/db2170f862864600826cdadf054e76c5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 18, p 2958 (2020)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/23003342","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Retrieval_of_crude_protein_in_perennial_ryegrass_using_spectral_data_at_the_canopy_level/23003342","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"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":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/18/2958/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12182958","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 18; Pages: 2958","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12182958","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12182958","pdf_url":"https://www.mdpi.com/2072-4292/12/18/2958/pdf?version=1600316846","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":[{"id":"https://openalex.org/F4320319102","display_name":"Ketenorganisatie van de zuivelsector","ror":null},{"id":"https://openalex.org/F4320320455","display_name":"Dairy Australia","ror":"https://ror.org/02145de51"},{"id":"https://openalex.org/F4320328182","display_name":"Ministerie van Landbouw, Natuur en Voedselkwaliteit","ror":"https://ror.org/03b1hdw57"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3086813699.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W38117118","https://openalex.org/W48001229","https://openalex.org/W167976001","https://openalex.org/W429766147","https://openalex.org/W1543500869","https://openalex.org/W1831050183","https://openalex.org/W1972805853","https://openalex.org/W1975859073","https://openalex.org/W1995248381","https://openalex.org/W1996195892","https://openalex.org/W1997461353","https://openalex.org/W1999373227","https://openalex.org/W2002714443","https://openalex.org/W2012589658","https://openalex.org/W2013959037","https://openalex.org/W2018027183","https://openalex.org/W2039227898","https://openalex.org/W2046404820","https://openalex.org/W2055134456","https://openalex.org/W2064771454","https://openalex.org/W2076905584","https://openalex.org/W2083955053","https://openalex.org/W2096542206","https://openalex.org/W2114392587","https://openalex.org/W2116730904","https://openalex.org/W2129623483","https://openalex.org/W2132054422","https://openalex.org/W2145273322","https://openalex.org/W2146354524","https://openalex.org/W2161685222","https://openalex.org/W2163081279","https://openalex.org/W2171149164","https://openalex.org/W2192391567","https://openalex.org/W2283815189","https://openalex.org/W2329290504","https://openalex.org/W2415820812","https://openalex.org/W2738133122","https://openalex.org/W2800939594","https://openalex.org/W2945950554","https://openalex.org/W2948354716","https://openalex.org/W2955942506","https://openalex.org/W2979531829","https://openalex.org/W2998236111","https://openalex.org/W3016260808","https://openalex.org/W3099691904","https://openalex.org/W3149273658","https://openalex.org/W4243072198","https://openalex.org/W6695448726","https://openalex.org/W6696202947","https://openalex.org/W6772461537"],"related_works":["https://openalex.org/W2406205320","https://openalex.org/W2363599693","https://openalex.org/W2312798494","https://openalex.org/W2127543221","https://openalex.org/W4253084307","https://openalex.org/W2143919344","https://openalex.org/W1997714100","https://openalex.org/W4312445382","https://openalex.org/W4312357691","https://openalex.org/W2023839007"],"abstract_inverted_index":{"Crude":[0,237],"protein":[1,28,54,147,210,238],"estimation":[2,148],"is":[3,77,205],"an":[4,18,132],"important":[5],"parameter":[6],"for":[7,23,52,145,269,280],"perennial":[8],"ryegrass":[9],"(Lolium":[10],"perenne)":[11],"management.":[12],"This":[13,79],"study":[14,36],"aims":[15],"to":[16,102,156,178],"establish":[17],"effective":[19],"and":[20,48,74,90,97,119,131,190],"affordable":[21],"approach":[22,144],"a":[24,43,57,63,109,185,229,240,245,265],"non-destructive,":[25],"near-real-time":[26],"crude":[27,53,146,209],"retrieval":[29],"based":[30],"solely":[31],"on":[32,62,108,150,211],"top-of-canopy":[33,196],"reflectance.":[34],"The":[35],"contrasts":[37],"different":[38,117],"spectral":[39,88,123],"ranges":[40],"while":[41],"selecting":[42],"minimal":[44],"number":[45,128,187],"of":[46,129,153,180,188],"bands":[47,130,167,189],"analyzing":[49],"achievable":[50,206],"accuracies":[51],"expressed":[55],"as":[56,239],"dry":[58,241,253],"matter":[59,242,254],"fraction":[60,243],"or":[61,176],"weight-per-area":[64,213],"basis.":[65],"In":[66],"addition,":[67],"the":[68,98,121,127,142,151,154,202,270],"model\u2019s":[69],"prediction":[70],"performance":[71,173],"in":[72,95,223,228,232,255],"known":[73],"new":[75,224],"locations":[76],"compared.":[78],"data":[80],"collection":[81],"comprised":[82],"266":[83],"full-range":[84],"(350\u20132500":[85],"nm)":[86],"proximal":[87],"measurements":[89],"corresponding":[91],"ground":[92],"truth":[93],"observations":[94],"Australia":[96],"Netherlands":[99],"from":[100,250],"May":[101],"November":[103],"2018.":[104],"An":[105],"exhaustive-search":[106],"(based":[107],"genetic":[110],"algorithm)":[111],"successfully":[112],"selected":[113],"band":[114],"subsets":[115],"within":[116],"regions":[118],"across":[120],"full":[122],"range,":[124,163],"minimizing":[125],"both":[126],"error":[133],"metric.":[134],"For":[135],"field":[136],"conditions,":[137],"our":[138,198],"results":[139,199],"indicate":[140],"that":[141,183,201],"best":[143],"relies":[149],"use":[152],"visible":[155],"near-infrared":[157],"range":[158],"(400\u20131100":[159],"nm).":[160],"Within":[161],"this":[162],"eleven":[164],"sparse":[165],"broad":[166],"(of":[168],"10":[169],"nm":[170],"bandwidth)":[171],"provide":[172],"better":[174],"than":[175],"equivalent":[177],"those":[179],"previous":[181],"studies":[182],"used":[184],"higher":[186],"narrower":[191],"bandwidths.":[192],"Additionally,":[193],"when":[194,207],"using":[195],"reflectance,":[197],"demonstrate":[200],"highest":[203],"accuracy":[204,233,247],"estimating":[208],"its":[212],"basis":[214],"(RMSEP":[215,234],"80":[216],"kg.ha\u22121).":[217,236],"These":[218],"models":[219,257,263],"can":[220],"be":[221],"employed":[222],"unseen":[225],"locations,":[226],"resulting":[227],"minor":[230],"decrease":[231],"85.5":[235],"presents":[244],"bottom-line":[246],"(RMSEP)":[248],"ranging":[249],"2.5\u20133.0":[251],"percent":[252],"optimal":[256],"(requiring":[258],"ten":[259],"bands).":[260],"However,":[261],"these":[262],"display":[264],"low":[266],"explanatory":[267],"ability":[268],"observed":[271],"variability":[272],"(R2":[273],">":[274],"0.5),":[275],"rendering":[276],"them":[277],"only":[278],"suitable":[279],"qualitative":[281],"grading.":[282]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}