{"id":"https://openalex.org/W2906508587","doi":"https://doi.org/10.3390/rs10122063","title":"Model-Based Optimization of Spectral Sampling for the Retrieval of Crop Variables with the PROSAIL Model","display_name":"Model-Based Optimization of Spectral Sampling for the Retrieval of Crop Variables with the PROSAIL Model","publication_year":2018,"publication_date":"2018-12-19","ids":{"openalex":"https://openalex.org/W2906508587","doi":"https://doi.org/10.3390/rs10122063","mag":"2906508587"},"language":"en","primary_location":{"id":"doi:10.3390/rs10122063","doi":"https://doi.org/10.3390/rs10122063","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10122063","pdf_url":"https://www.mdpi.com/2072-4292/10/12/2063/pdf?version=1545296429","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/10/12/2063/pdf?version=1545296429","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057952512","display_name":"Katja Berger","orcid":"https://orcid.org/0000-0003-0784-7717","observed_orcids":["https://orcid.org/0000-0003-0784-7717"]},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Katja Berger","raw_affiliation_strings":["Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0784-7717","affiliations":[{"raw_affiliation_string":"Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014728233","display_name":"Clement Atzberger","orcid":"https://orcid.org/0000-0003-2169-8009","observed_orcids":["https://orcid.org/0000-0003-2169-8009"]},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Clement Atzberger","raw_affiliation_strings":["Institute of Surveying, Remote Sensing & Land Information (IVFL), University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, 1190 Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0003-2169-8009","affiliations":[{"raw_affiliation_string":"Institute of Surveying, Remote Sensing & Land Information (IVFL), University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, 1190 Vienna, Austria","institution_ids":["https://openalex.org/I92869138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075724054","display_name":"Martin Danner","orcid":"https://orcid.org/0000-0001-8911-9064","observed_orcids":["https://orcid.org/0000-0001-8911-9064"]},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Danner","raw_affiliation_strings":["Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8911-9064","affiliations":[{"raw_affiliation_string":"Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037702692","display_name":"Matthias Wocher","orcid":"https://orcid.org/0000-0002-7180-2356","observed_orcids":["https://orcid.org/0000-0002-7180-2356"]},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Wocher","raw_affiliation_strings":["Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7180-2356","affiliations":[{"raw_affiliation_string":"Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007301729","display_name":"Wolfram Mauser","orcid":"https://orcid.org/0000-0002-2963-8759","observed_orcids":["https://orcid.org/0000-0002-2963-8759"]},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfram Mauser","raw_affiliation_strings":["Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056866914","display_name":"Tobias Hank","orcid":"https://orcid.org/0000-0001-7491-0291","observed_orcids":["https://orcid.org/0000-0001-7491-0291"]},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Hank","raw_affiliation_strings":["Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Luisenstra\u00dfe 37, D-80333 Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057952512"],"corresponding_institution_ids":["https://openalex.org/I8204097"],"apc_list":{"value":2700,"currency":"CHF","value_usd":3258},"apc_paid":{"value":2700,"currency":"CHF","value_usd":3258},"fwci":3.2067,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.91806078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"10","issue":"12","first_page":"2063","last_page":"2063"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9951000213623047,"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":0.9951000213623047,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.0012000000569969416,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prosail-model","display_name":"PROSAIL model","score":0.7879999876022339},{"id":"https://openalex.org/keywords/leaf-area-index-estimation","display_name":"leaf area index retrieval","score":0.9290000200271606},{"id":"https://openalex.org/keywords/model-uncertainty","display_name":"model uncertainty","score":0.7239999771118164},{"id":"https://openalex.org/keywords/maize","display_name":"maize","score":0.5590000152587891},{"id":"https://openalex.org/keywords/soybean","display_name":"soybean","score":0.9940000176429749},{"id":"https://openalex.org/keywords/visible-and-near-infrared-spectra","display_name":"visible and near-infrared spectra","score":0.593999981880188}],"concepts":[{"id":"https://openalex.org/C5457282","wikidata":"https://www.wikidata.org/wiki/Q7907352","display_name":"VNIR","level":3,"score":0.9225962162017822},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8161840438842773},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7330435514450073},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7177103161811829},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.6053450703620911},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4810778796672821},{"id":"https://openalex.org/C199390426","wikidata":"https://www.wikidata.org/wiki/Q2353151","display_name":"Atmospheric radiative transfer codes","level":3,"score":0.44964608550071716},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4258992671966553},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.3984215259552002},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39170902967453003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27734988927841187},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18391677737236023},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14283519983291626},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1156097948551178},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.10431620478630066},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08274120092391968},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/rs10122063","doi":"https://doi.org/10.3390/rs10122063","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10122063","pdf_url":"https://www.mdpi.com/2072-4292/10/12/2063/pdf?version=1545296429","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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:8f99f0bfcd474b88941b14265cb0f0fd","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/8f99f0bfcd474b88941b14265cb0f0fd","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,"listed_in":[],"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 10, Iss 12, p 2063 (2018)","raw_type":"article"},{"id":"pmh:oai:epub.ub.uni-muenchen.de:67807","doi":null,"is_oa":false,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bvb:19-epub-67807-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401845","display_name":"Open access LMU (Ludwid Maxmilian's Universitat Munchen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I8204097","host_organization_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","host_organization_lineage":["https://openalex.org/I8204097"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"doc-type:article"},{"id":"pmh:oai:gfzpublic.gfz-potsdam.de:item_5027890","doi":null,"is_oa":false,"landing_page_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_5027890","pdf_url":null,"source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210152878","host_organization_name":"GFZ Helmholtz Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:gfzpublic.gfz.de:item_5027890","doi":null,"is_oa":false,"landing_page_url":"https://gfzpublic.gfz.de/pubman/item/item_5027890","pdf_url":null,"source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210152878","host_organization_name":"GFZ Helmholtz Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs10122063","doi":"https://doi.org/10.3390/rs10122063","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10122063","pdf_url":"https://www.mdpi.com/2072-4292/10/12/2063/pdf?version=1545296429","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":[{"score":0.6875,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G8815616917","display_name":null,"funder_award_id":"50EE1623","funder_id":"https://openalex.org/F4320323803","funder_display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie"}],"funders":[{"id":"https://openalex.org/F4320310264","display_name":"University of Nebraska-Lincoln","ror":"https://ror.org/043mer456"},{"id":"https://openalex.org/F4320321602","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt","ror":"https://ror.org/04bwf3e34"},{"id":"https://openalex.org/F4320323803","display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie","ror":"https://ror.org/02vgg2808"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2906508587.pdf","grobid_xml":"https://content.openalex.org/works/W2906508587.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W52417668","https://openalex.org/W196321102","https://openalex.org/W1006483632","https://openalex.org/W1699316354","https://openalex.org/W1772504446","https://openalex.org/W1822483748","https://openalex.org/W1910695945","https://openalex.org/W1953383193","https://openalex.org/W2000485836","https://openalex.org/W2001731209","https://openalex.org/W2004981944","https://openalex.org/W2005034723","https://openalex.org/W2007781011","https://openalex.org/W2009283886","https://openalex.org/W2016910327","https://openalex.org/W2018027183","https://openalex.org/W2018494703","https://openalex.org/W2025199302","https://openalex.org/W2037117298","https://openalex.org/W2041970143","https://openalex.org/W2043673805","https://openalex.org/W2043950171","https://openalex.org/W2054497277","https://openalex.org/W2069883641","https://openalex.org/W2081887174","https://openalex.org/W2093280389","https://openalex.org/W2094473727","https://openalex.org/W2101010747","https://openalex.org/W2111443246","https://openalex.org/W2121025745","https://openalex.org/W2125397877","https://openalex.org/W2127406961","https://openalex.org/W2138216484","https://openalex.org/W2139584183","https://openalex.org/W2148333466","https://openalex.org/W2150422670","https://openalex.org/W2152039022","https://openalex.org/W2153783191","https://openalex.org/W2166665947","https://openalex.org/W2517171266","https://openalex.org/W2596051487","https://openalex.org/W2614171500","https://openalex.org/W2734963652","https://openalex.org/W2755091472","https://openalex.org/W2782772130","https://openalex.org/W2806394060","https://openalex.org/W2884506556"],"related_works":["https://openalex.org/W2914575961","https://openalex.org/W2782772130","https://openalex.org/W7071112208","https://openalex.org/W3198701072","https://openalex.org/W4413231138","https://openalex.org/W4220777959","https://openalex.org/W3149732358","https://openalex.org/W4416995613","https://openalex.org/W4386125836","https://openalex.org/W2946683773"],"abstract_inverted_index":{"Satellite":[0],"hyperspectral":[1,85],"Earth":[2],"observation":[3],"missions":[4],"have":[5],"strong":[6],"potential":[7],"to":[8,49,56,79,106,203,212,228],"support":[9],"sustainable":[10],"agriculture":[11],"by":[12,142],"providing":[13],"accurate":[14],"spatial":[15],"and":[16,23,71,90,121,134,148,209],"temporal":[17],"information":[18],"of":[19,42,46,83,145,226,232],"important":[20],"vegetation":[21],"biophysical":[22],"biochemical":[24,147,234],"variables.":[25,235],"To":[26],"meet":[27],"this":[28],"goal,":[29],"possible":[30],"error":[31,116,195],"sources":[32],"in":[33,87,130,151,177],"the":[34,44,51,68,81,88,112,131,190,230],"modelling":[35],"approaches":[36],"should":[37],"be":[38,57,128,140,187],"minimized.":[39],"Thus,":[40],"first":[41],"all,":[43],"capability":[45],"a":[47,96,165,174,221],"model":[48,119],"reproduce":[50],"measured":[52],"spectral":[53,93,99,122,153,171],"signals":[54],"has":[55],"tested":[58],"before":[59],"applying":[60,220],"any":[61],"retrieval":[62,231],"algorithm.":[63],"For":[64,155],"an":[65],"exemplary":[66],"demonstration,":[67],"coupled":[69],"PROSPECT-D":[70],"SAIL":[72],"radiative":[73],"transfer":[74],"models":[75],"(PROSAIL)":[76],"were":[77,104],"employed":[78],"emulate":[80],"setup":[82],"future":[84],"sensors":[86],"visible":[89,133],"near-infrared":[91],"(VNIR)":[92],"regions":[94],"with":[95,111,189],"6.5":[97],"nm":[98],"sampling":[100],"distance.":[101],"Model":[102],"uncertainties":[103],"determined":[105],"subsequently":[107],"exclude":[108],"those":[109],"wavelengths":[110],"highest":[113],"mean":[114,193],"absolute":[115],"(MAE)":[117],"between":[118],"simulation":[120],"measurement.":[123],"The":[124],"largest":[125],"mismatch":[126],"could":[127,186],"found":[129],"green":[132],"red":[135],"edge":[136],"regions,":[137],"which":[138],"can":[139],"explained":[141],"complex":[143],"interactions":[144],"several":[146],"structural":[149],"variables":[150],"these":[152],"domains.":[154],"leaf":[156,180],"area":[157],"index":[158],"(LAI,":[159],"m2\u00b7m\u22122)":[160],"retrieval,":[161],"results":[162],"indicated":[163],"only":[164],"small":[166],"improvement":[167],"when":[168],"using":[169],"optimized":[170],"samplings.":[172],"However,":[173],"significant":[175],"increase":[176],"accuracy":[178],"for":[179,207,214],"chlorophyll":[181],"content":[182],"(LCC,":[183],"\u00b5g\u00b7cm\u22122)":[184],"estimations":[185],"obtained,":[188],"relative":[191],"root":[192],"square":[194],"(RMSE)":[196],"decreasing":[197],"from":[198,210],"26%":[199],"(full":[200],"VNIR":[201],"range)":[202],"15%":[204],"(optimized":[205],"VNIR)":[206],"maize":[208],"77%":[211],"29%":[213],"soybean,":[215],"respectively.":[216],"We":[217],"therefore":[218],"recommend":[219],"specific":[222],"model-error":[223],"threshold":[224],"(MAE":[225],"~0.01)":[227],"stabilize":[229],"crop":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2019-01-01T00:00:00"}