{"id":"https://openalex.org/W2971953399","doi":"https://doi.org/10.3390/rs11172050","title":"The Value of Sentinel-2 Spectral Bands for the Assessment of Winter Wheat Growth and Development","display_name":"The Value of Sentinel-2 Spectral Bands for the Assessment of Winter Wheat Growth and Development","publication_year":2019,"publication_date":"2019-08-31","ids":{"openalex":"https://openalex.org/W2971953399","doi":"https://doi.org/10.3390/rs11172050","mag":"2971953399"},"language":"en","primary_location":{"id":"doi:10.3390/rs11172050","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11172050","pdf_url":"https://www.mdpi.com/2072-4292/11/17/2050/pdf?version=1567648714","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/2072-4292/11/17/2050/pdf?version=1567648714","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091151897","display_name":"Andrew Revill","orcid":"https://orcid.org/0000-0001-9578-5899"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4210128104","display_name":"National Centre for Earth Observation","ror":"https://ror.org/0375jbm11","country_code":"GB","type":"facility","lineage":["https://openalex.org/I141816643","https://openalex.org/I4210087105","https://openalex.org/I4210128104"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Andrew Revill","raw_affiliation_strings":["School of GeoSciences and National Centre for Earth Observation, University of Edinburgh, Edinburgh EH9 3FF, UK"],"affiliations":[{"raw_affiliation_string":"School of GeoSciences and National Centre for Earth Observation, University of Edinburgh, Edinburgh EH9 3FF, UK","institution_ids":["https://openalex.org/I4210128104","https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062931991","display_name":"Anna Florence","orcid":"https://orcid.org/0000-0003-3705-8719"},"institutions":[{"id":"https://openalex.org/I260719752","display_name":"Scotland's Rural College","ror":"https://ror.org/044e2ja82","country_code":"GB","type":"education","lineage":["https://openalex.org/I260719752"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anna Florence","raw_affiliation_strings":["Crop & Soils Systems, Scotland\u2019s Rural College, Edinburgh EH9 3JG, UK"],"affiliations":[{"raw_affiliation_string":"Crop & Soils Systems, Scotland\u2019s Rural College, Edinburgh EH9 3JG, UK","institution_ids":["https://openalex.org/I260719752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037771223","display_name":"Alasdair MacArthur","orcid":"https://orcid.org/0000-0002-7553-5822"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4210128104","display_name":"National Centre for Earth Observation","ror":"https://ror.org/0375jbm11","country_code":"GB","type":"facility","lineage":["https://openalex.org/I141816643","https://openalex.org/I4210087105","https://openalex.org/I4210128104"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alasdair MacArthur","raw_affiliation_strings":["School of GeoSciences and National Centre for Earth Observation, University of Edinburgh, Edinburgh EH9 3FF, UK"],"affiliations":[{"raw_affiliation_string":"School of GeoSciences and National Centre for Earth Observation, University of Edinburgh, Edinburgh EH9 3FF, UK","institution_ids":["https://openalex.org/I4210128104","https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065707788","display_name":"SP Hoad","orcid":"https://orcid.org/0000-0003-3621-4265"},"institutions":[{"id":"https://openalex.org/I260719752","display_name":"Scotland's Rural College","ror":"https://ror.org/044e2ja82","country_code":"GB","type":"education","lineage":["https://openalex.org/I260719752"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen Hoad","raw_affiliation_strings":["Crop & Soils Systems, Scotland\u2019s Rural College, Edinburgh EH9 3JG, UK"],"affiliations":[{"raw_affiliation_string":"Crop & Soils Systems, Scotland\u2019s Rural College, Edinburgh EH9 3JG, UK","institution_ids":["https://openalex.org/I260719752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090248780","display_name":"Robert M. Rees","orcid":"https://orcid.org/0000-0003-1348-8693"},"institutions":[{"id":"https://openalex.org/I260719752","display_name":"Scotland's Rural College","ror":"https://ror.org/044e2ja82","country_code":"GB","type":"education","lineage":["https://openalex.org/I260719752"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robert Rees","raw_affiliation_strings":["Crop & Soils Systems, Scotland\u2019s Rural College, Edinburgh EH9 3JG, UK"],"affiliations":[{"raw_affiliation_string":"Crop & Soils Systems, Scotland\u2019s Rural College, Edinburgh EH9 3JG, UK","institution_ids":["https://openalex.org/I260719752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039229966","display_name":"Mathew Williams","orcid":"https://orcid.org/0000-0001-6117-5208"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]},{"id":"https://openalex.org/I4210128104","display_name":"National Centre for Earth Observation","ror":"https://ror.org/0375jbm11","country_code":"GB","type":"facility","lineage":["https://openalex.org/I141816643","https://openalex.org/I4210087105","https://openalex.org/I4210128104"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mathew Williams","raw_affiliation_strings":["School of GeoSciences and National Centre for Earth Observation, University of Edinburgh, Edinburgh EH9 3FF, UK"],"affiliations":[{"raw_affiliation_string":"School of GeoSciences and National Centre for Earth Observation, University of Edinburgh, Edinburgh EH9 3FF, UK","institution_ids":["https://openalex.org/I4210128104","https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091151897"],"corresponding_institution_ids":["https://openalex.org/I4210128104","https://openalex.org/I98677209"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.145,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.9406579,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"17","first_page":"2050","last_page":"2050"},"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":0.998199999332428,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9936000108718872,"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/leaf-area-index","display_name":"Leaf area index","score":0.5880540013313293},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5640215277671814},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5541903376579285},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.46078336238861084},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.45924806594848633},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.440481960773468},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4263801574707031},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32000190019607544},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23281875252723694},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1487932801246643},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.12351948022842407},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10666251182556152}],"concepts":[{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.5880540013313293},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5640215277671814},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5541903376579285},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.46078336238861084},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.45924806594848633},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.440481960773468},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4263801574707031},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32000190019607544},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23281875252723694},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1487932801246643},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.12351948022842407},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10666251182556152},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs11172050","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11172050","pdf_url":"https://www.mdpi.com/2072-4292/11/17/2050/pdf?version=1567648714","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:pure.ed.ac.uk:openaire/5ed52703-c875-4e24-a18b-e0a797a2ef3d","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/5ed52703-c875-4e24-a18b-e0a797a2ef3d","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revill, A, Florence, A, MacArthur, A, Hoad, S P, Rees, R M & Williams, M 2019, 'The value of Sentinel-2 spectral bands for the assessment of winter wheat growth and development', Remote Sensing. https://doi.org/10.3390/rs11172050","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.ed.ac.uk:publications/5ed52703-c875-4e24-a18b-e0a797a2ef3d","is_oa":true,"landing_page_url":"https://www.mdpi.com/2072-4292/11/17/2050","pdf_url":"http://hdl.handle.net/20.500.11820/5ed52703-c875-4e24-a18b-e0a797a2ef3d","source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:doaj.org/article:02bc071194014c6cbef0bab86a006fb4","is_oa":true,"landing_page_url":"https://doaj.org/article/02bc071194014c6cbef0bab86a006fb4","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 17, p 2050 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/17/2050/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11172050","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11172050","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11172050","pdf_url":"https://www.mdpi.com/2072-4292/11/17/2050/pdf?version=1567648714","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":[{"display_name":"Zero hunger","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G1058220705","display_name":null,"funder_award_id":"NE/K002619/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G2107090935","display_name":null,"funder_award_id":"NE/S013385/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G2771415049","display_name":null,"funder_award_id":"NE/S013385/1","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G3365823239","display_name":null,"funder_award_id":"BB/P004628/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G4061351200","display_name":null,"funder_award_id":"nceo020005","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G4075253018","display_name":null,"funder_award_id":"fsf010001","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G4076460521","display_name":null,"funder_award_id":"nceo020005","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G5072611438","display_name":null,"funder_award_id":"NE/R016518/1","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G5107890233","display_name":null,"funder_award_id":"BB/P004458/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G5654987747","display_name":"Advanced technologies for efficient crop management: A participatory approach with application at farm scale","funder_award_id":"BB/P004628/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G6983057111","display_name":null,"funder_award_id":"NE/K002619/1","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G7685872390","display_name":null,"funder_award_id":"NE/R016518/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G7777721623","display_name":null,"funder_award_id":"fsf010001","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G984288583","display_name":"Advanced technologies for efficient crop management: A participatory approach with application at farm scale","funder_award_id":"BB/P004458/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320022","display_name":"Sight Research UK","ror":"https://ror.org/03z2py885"},{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"},{"id":"https://openalex.org/F4320338155","display_name":"National Centre for Earth Observation","ror":"https://ror.org/0375jbm11"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2971953399.pdf","grobid_xml":"https://content.openalex.org/works/W2971953399.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W221493477","https://openalex.org/W1462825729","https://openalex.org/W1464276378","https://openalex.org/W1516817896","https://openalex.org/W1518765694","https://openalex.org/W1662323679","https://openalex.org/W1969568499","https://openalex.org/W1970664916","https://openalex.org/W1983284664","https://openalex.org/W1986812364","https://openalex.org/W1987097445","https://openalex.org/W1988233512","https://openalex.org/W2007342648","https://openalex.org/W2013617782","https://openalex.org/W2022298331","https://openalex.org/W2025921730","https://openalex.org/W2034085189","https://openalex.org/W2038782607","https://openalex.org/W2049702321","https://openalex.org/W2050173712","https://openalex.org/W2056251274","https://openalex.org/W2057479110","https://openalex.org/W2064252149","https://openalex.org/W2068860926","https://openalex.org/W2071110539","https://openalex.org/W2071454092","https://openalex.org/W2072633546","https://openalex.org/W2080441468","https://openalex.org/W2093846586","https://openalex.org/W2103184761","https://openalex.org/W2109006150","https://openalex.org/W2111443246","https://openalex.org/W2116635928","https://openalex.org/W2118476033","https://openalex.org/W2130670721","https://openalex.org/W2138216484","https://openalex.org/W2141123154","https://openalex.org/W2142635246","https://openalex.org/W2144903918","https://openalex.org/W2146754899","https://openalex.org/W2148594606","https://openalex.org/W2159961845","https://openalex.org/W2161527913","https://openalex.org/W2167556755","https://openalex.org/W2168180549","https://openalex.org/W2212980623","https://openalex.org/W2482896198","https://openalex.org/W2517171266","https://openalex.org/W2568570924","https://openalex.org/W2589579084","https://openalex.org/W2593914677","https://openalex.org/W2609044008","https://openalex.org/W2626312059","https://openalex.org/W2748214172","https://openalex.org/W2766264364","https://openalex.org/W2859848446","https://openalex.org/W2889648359","https://openalex.org/W2902773593","https://openalex.org/W2907047183","https://openalex.org/W4211049957","https://openalex.org/W6631050563","https://openalex.org/W6636950212","https://openalex.org/W6658928019","https://openalex.org/W6662879827","https://openalex.org/W6684206475","https://openalex.org/W6726398038","https://openalex.org/W6740547047","https://openalex.org/W6742759625"],"related_works":["https://openalex.org/W4318664220","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W2124951708","https://openalex.org/W1544811710","https://openalex.org/W172072032","https://openalex.org/W2006066416","https://openalex.org/W3157073418","https://openalex.org/W1904448789","https://openalex.org/W1679591466"],"abstract_inverted_index":{"Leaf":[0],"Area":[1],"Index":[2],"(LAI)":[3],"and":[4,13,16,26,117,126,202,209,218,222,235,254],"chlorophyll":[5,114,119],"content":[6,115,120],"are":[7,22],"strongly":[8],"related":[9],"to":[10,57,147,158,248],"plant":[11],"development":[12],"productivity.":[14],"Spatial":[15],"temporal":[17],"estimates":[18,61],"of":[19,32,55,62,79,91,105,168,233,239,264],"these":[20,63],"variables":[21,64,272],"essential":[23],"for":[24,81,95,108,165,227,269],"efficient":[25],"precise":[27],"crop":[28,83,278],"management.":[29],"The":[30],"availability":[31],"open-access":[33],"data":[34,107,133],"from":[35,134,246],"the":[36,77,92,103,160,169,174,184,191,215,231,237,262,265],"European":[37],"Space":[38],"Agency\u2019s":[39],"(ESA)":[40],"Sentinel-2":[41,80,93,106,143,163,242,266],"satellite\u2014delivering":[42],"global":[43],"coverage":[44],"with":[45,124,197],"an":[46,135],"average":[47],"5-day":[48],"revisit":[49],"frequency":[50],"at":[51,65],"a":[52,88,194],"spatial":[53],"resolution":[54],"up":[56],"10":[58],"metres\u2014could":[59],"provide":[60],"unprecedented":[66],"(i.e.,":[67],"sub-field)":[68],"resolution.":[69],"Using":[70],"synthetic":[71],"data,":[72],"past":[73],"research":[74,86,260],"has":[75],"demonstrated":[76],"potential":[78,104],"estimating":[82],"variables.":[84,170],"Nonetheless,":[85],"involving":[87],"robust":[89],"analysis":[90],"bands":[94,145,164,243],"supporting":[96],"agricultural":[97],"applications":[98],"is":[99],"limited.":[100],"We":[101,150,171],"evaluated":[102,173],"retrieving":[109,166,270],"winter":[110],"wheat":[111],"LAI,":[112],"leaf":[113],"(LCC)":[116],"canopy":[118],"(CCC).":[121],"In":[122],"coordination":[123],"destructive":[125],"non-destructive":[127],"ground":[128,198],"measurements,":[129],"we":[130],"acquired":[131],"multispectral":[132],"Unmanned":[136],"Aerial":[137],"Vehicle":[138],"(UAV)-mounted":[139],"sensor":[140],"measuring":[141],"key":[142],"spectral":[144,267],"(443":[146],"865":[148],"nm).":[149],"applied":[151],"Gaussian":[152],"processes":[153],"regression":[154],"(GPR)":[155],"machine":[156],"learning":[157],"determine":[159],"most":[161,240],"informative":[162,241],"each":[167],"further":[172],"GPR":[175,186],"model":[176],"performance":[177],"when":[178],"propagating":[179,189,213],"observation":[180],"uncertainty.":[181],"When":[182,212,225],"applying":[183],"best-performing":[185],"models":[187],"without":[188],"uncertainty,":[190,214],"retrievals":[192],"had":[193],"high":[195],"agreement":[196],"measurements\u2014the":[199],"mean":[200,216],"R2":[201,217],"normalised":[203],"root-mean-square":[204],"error":[205],"(NRMSE)":[206],"were":[207,220],"0.89":[208],"8.8%,":[210],"respectively.":[211,224],"NRMSE":[219],"0.82":[221],"11.9%,":[223],"accounting":[226],"measurement":[228],"uncertainty":[229],"in":[230],"estimation":[232],"LAI":[234],"CCC,":[236],"number":[238],"was":[244],"reduced":[245],"four":[247],"only":[249],"two\u2014the":[250],"red-edge":[251],"(705":[252],"nm)":[253,257],"near-infrared":[255],"(865":[256],"bands.":[258],"This":[259],"demonstrates":[261],"value":[263],"characteristics":[268],"critical":[271],"that":[273],"can":[274],"support":[275],"more":[276],"sustainable":[277],"management":[279],"practices.":[280]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}