{"id":"https://openalex.org/W4285803866","doi":"https://doi.org/10.3390/rs14143427","title":"Integrate the Canopy SIF and Its Derived Structural and Physiological Components for Wheat Stripe Rust Stress Monitoring","display_name":"Integrate the Canopy SIF and Its Derived Structural and Physiological Components for Wheat Stripe Rust Stress Monitoring","publication_year":2022,"publication_date":"2022-07-16","ids":{"openalex":"https://openalex.org/W4285803866","doi":"https://doi.org/10.3390/rs14143427"},"language":"en","primary_location":{"id":"doi:10.3390/rs14143427","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14143427","pdf_url":"https://www.mdpi.com/2072-4292/14/14/3427/pdf?version=1658199563","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/2072-4292/14/14/3427/pdf?version=1658199563","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101904294","display_name":"Xia Jing","orcid":"https://orcid.org/0000-0001-9932-3157"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xia Jing","raw_affiliation_strings":["College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100683090","display_name":"Bingyu Li","orcid":"https://orcid.org/0000-0003-1069-5099"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingyu Li","raw_affiliation_strings":["College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004678867","display_name":"Qixing Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qixing Ye","raw_affiliation_strings":["College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070093927","display_name":"Qin Zou","orcid":"https://orcid.org/0000-0001-7955-0782"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Zou","raw_affiliation_strings":["College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029188344","display_name":"Jumei Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jumei Yan","raw_affiliation_strings":["College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076022530","display_name":"Kaiqi Du","orcid":null},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiqi Du","raw_affiliation_strings":["College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geometrics, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geometrics, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101904294"],"corresponding_institution_ids":["https://openalex.org/I110440473"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6782,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70909391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"14","issue":"14","first_page":"3427","last_page":"3427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9986000061035156,"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":0.9986000061035156,"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9667999744415283,"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/T11760","display_name":"Plant responses to elevated CO2","score":0.9592999815940857,"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/canopy","display_name":"Canopy","score":0.8840618133544922},{"id":"https://openalex.org/keywords/stripe-rust","display_name":"Stripe rust","score":0.8360788822174072},{"id":"https://openalex.org/keywords/puccinia-striiformis","display_name":"Puccinia striiformis","score":0.6505433320999146},{"id":"https://openalex.org/keywords/rust","display_name":"Rust (programming language)","score":0.503018319606781},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.43273186683654785},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4275369942188263},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.42031747102737427},{"id":"https://openalex.org/keywords/chlorophyll-fluorescence","display_name":"Chlorophyll fluorescence","score":0.4157832860946655},{"id":"https://openalex.org/keywords/plant-canopy","display_name":"Plant canopy","score":0.4114447832107544},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.33320099115371704},{"id":"https://openalex.org/keywords/chlorophyll","display_name":"Chlorophyll","score":0.2822731137275696},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.23756954073905945},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11805081367492676},{"id":"https://openalex.org/keywords/plant-disease-resistance","display_name":"Plant disease resistance","score":0.09598615765571594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.0713045597076416}],"concepts":[{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.8840618133544922},{"id":"https://openalex.org/C2994440102","wikidata":"https://www.wikidata.org/wiki/Q56291501","display_name":"Stripe rust","level":4,"score":0.8360788822174072},{"id":"https://openalex.org/C2910255093","wikidata":"https://www.wikidata.org/wiki/Q1499415","display_name":"Puccinia striiformis","level":3,"score":0.6505433320999146},{"id":"https://openalex.org/C197781089","wikidata":"https://www.wikidata.org/wiki/Q575650","display_name":"Rust (programming language)","level":2,"score":0.503018319606781},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.43273186683654785},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4275369942188263},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.42031747102737427},{"id":"https://openalex.org/C24630173","wikidata":"https://www.wikidata.org/wiki/Q1075297","display_name":"Chlorophyll fluorescence","level":3,"score":0.4157832860946655},{"id":"https://openalex.org/C2993375840","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Plant canopy","level":3,"score":0.4114447832107544},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.33320099115371704},{"id":"https://openalex.org/C2776373379","wikidata":"https://www.wikidata.org/wiki/Q43177","display_name":"Chlorophyll","level":2,"score":0.2822731137275696},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.23756954073905945},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11805081367492676},{"id":"https://openalex.org/C93678976","wikidata":"https://www.wikidata.org/wiki/Q4215946","display_name":"Plant disease resistance","level":3,"score":0.09598615765571594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0713045597076416},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C197321923","wikidata":"https://www.wikidata.org/wiki/Q4886","display_name":"Cultivar","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14143427","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14143427","pdf_url":"https://www.mdpi.com/2072-4292/14/14/3427/pdf?version=1658199563","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:6d4c32bb454c40eda2fcde94d1c21252","is_oa":true,"landing_page_url":"https://doaj.org/article/6d4c32bb454c40eda2fcde94d1c21252","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 14, p 3427 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/14/3427/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14143427","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/rs14143427","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14143427","pdf_url":"https://www.mdpi.com/2072-4292/14/14/3427/pdf?version=1658199563","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/G1557406339","display_name":null,"funder_award_id":"52079103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6130805020","display_name":null,"funder_award_id":"42171394","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8987898539","display_name":null,"funder_award_id":"41601467","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285803866.pdf","grobid_xml":"https://content.openalex.org/works/W4285803866.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1599798380","https://openalex.org/W1733384480","https://openalex.org/W2004281177","https://openalex.org/W2017828521","https://openalex.org/W2019610851","https://openalex.org/W2036058439","https://openalex.org/W2072490792","https://openalex.org/W2074006604","https://openalex.org/W2075298533","https://openalex.org/W2087885943","https://openalex.org/W2098566984","https://openalex.org/W2107325836","https://openalex.org/W2109542058","https://openalex.org/W2124610790","https://openalex.org/W2144245323","https://openalex.org/W2166326933","https://openalex.org/W2167869331","https://openalex.org/W2170100659","https://openalex.org/W2200237829","https://openalex.org/W2282184259","https://openalex.org/W2330749650","https://openalex.org/W2343753310","https://openalex.org/W2358765058","https://openalex.org/W2363577103","https://openalex.org/W2489354289","https://openalex.org/W2528839566","https://openalex.org/W2598430045","https://openalex.org/W2740594002","https://openalex.org/W2753597148","https://openalex.org/W2761181085","https://openalex.org/W2791585488","https://openalex.org/W2802251541","https://openalex.org/W2809295405","https://openalex.org/W2885693608","https://openalex.org/W2901863356","https://openalex.org/W2903250443","https://openalex.org/W2966594090","https://openalex.org/W2969545732","https://openalex.org/W2988008014","https://openalex.org/W3000820734","https://openalex.org/W3009411959","https://openalex.org/W3010734168","https://openalex.org/W3015457809","https://openalex.org/W3040779190","https://openalex.org/W3085176671","https://openalex.org/W3091807257","https://openalex.org/W3096914966","https://openalex.org/W3099355820","https://openalex.org/W3116644735","https://openalex.org/W3153516708","https://openalex.org/W3174889302","https://openalex.org/W3197215525","https://openalex.org/W3214749184","https://openalex.org/W4206047302","https://openalex.org/W4285062384","https://openalex.org/W4383570408","https://openalex.org/W6636000212","https://openalex.org/W6706769728","https://openalex.org/W6780565680","https://openalex.org/W6855092654","https://openalex.org/W7053553427"],"related_works":["https://openalex.org/W4404642995","https://openalex.org/W2300820968","https://openalex.org/W210444933","https://openalex.org/W2281847180","https://openalex.org/W2600092722","https://openalex.org/W2972724025","https://openalex.org/W2999737586","https://openalex.org/W1990874324","https://openalex.org/W2195452854","https://openalex.org/W4285803866"],"abstract_inverted_index":{"Solar-induced":[0],"chlorophyll":[1],"fluorescence":[2],"(SIF)":[3],"has":[4],"great":[5],"advantages":[6],"in":[7,31,48,108,155,189,214,227,277,309],"the":[8,20,29,43,56,64,76,87,96,102,106,118,139,160,174,182,200,207,215,225,237,251,257,275,292,313],"remote":[9,65,293],"sensing":[10,66,294],"detection":[11,67,238,295],"of":[12,22,45,60,69,99,121,143,171,185,203,211,217,240,250,261,296],"crop":[13,204,330,343],"stress.":[14],"However,":[15],"under":[16,111,128],"stripe":[17,71,129,244,298],"rust":[18,130,245,299],"stress,":[19],"effects":[21],"canopy":[23,32,78,88,109,191,315],"structure":[24,192,316],"and":[25,36,55,90,117,124,159,164,193,197,234,236,253,279,317,338,341,346],"leaf":[26,194],"physiology":[27],"on":[28],"variations":[30,107,188,308,332],"SIF":[33,79,110],"are":[34,40],"unclear,":[35],"these":[37],"influencing":[38],"factors":[39,104],"entangled":[41],"during":[42],"development":[44],"disease,":[46,61],"resulting":[47],"an":[49],"unclear":[50],"coupling":[51],"relationship":[52],"between":[53,162],"SIFcanopy":[54,156,228,241,310],"severity":[57,140,208,258],"level":[58,141,209,259,266,285],"(SL)":[59,142,210,260],"which":[62,84,92,288],"affects":[63],"accuracy":[68,239],"wheat":[70,243,297],"rust.":[72],"In":[73],"this":[74],"study,":[75],"observed":[77],"was":[80,145,150,166,213,229,246,271],"decomposed":[81,175,314],"into":[82],"NIRVP,":[83,123],"can":[85,93,198,321],"characterize":[86],"structure,":[89],"SIFtot,":[91,158,235],"sensitively":[94],"reflect":[95],"physiological":[97,318],"status":[98],"crops.":[100],"Additionally,":[101],"main":[103],"driving":[105],"different":[112],"disease":[113,144,212,262,300,335,344],"severities":[114],"were":[115,132],"analyzed,":[116],"response":[119,319],"characteristics":[120],"SIFcanopy,":[122,278],"SIFtot":[125,163,176,254,270],"to":[126,153,180,274],"SL":[127,165,222],"stress":[131,183,336],"studied.":[133],"The":[134,302],"results":[135,304],"showed":[136,305],"that":[137,170,249,306],"when":[138],"lower":[146],"than":[147,157,169,248],"20%,":[148],"NIRVP":[149,233,252,280],"more":[151,272,339],"sensitive":[152,273],"variation":[154,226,276],"correlation":[161],"6.6%":[167],"higher":[168],"SIFcanopy.":[172],"Using":[173],"component":[177],"allows":[178],"one":[179],"detect":[181,329],"state":[184,216],"plants":[186],"before":[187],"vegetation":[190],"area":[195],"index":[196],"realize":[199,291],"early":[201],"diagnosis":[202],"diseases.":[205],"When":[206,256],"moderate":[218],"incidence":[219],"(20%":[220],"<":[221],"\u2264":[223],"45%),":[224,269],"affected":[230],"by":[231,311,334],"both":[232],"for":[242],"better":[247,290],"components.":[255],"reached":[263,281],"a":[264,282],"severe":[265],"(SL":[267],">":[268],"highly":[283],"significant":[284],"with":[286],"SL,":[287],"could":[289],"severity.":[301],"research":[303,347],"analyzing":[307],"using":[312],"signals":[320],"effectively":[322],"capture":[323],"additional":[324],"information":[325],"about":[326],"plant":[327],"physiology,":[328],"pathological":[331],"caused":[333],"earlier":[337],"accurately,":[340],"promote":[342],"monitoring":[345],"progress.":[348]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}