{"id":"https://openalex.org/W4363679323","doi":"https://doi.org/10.3390/rs15081960","title":"Mapping Wheat Take-All Disease Levels from Airborne Hyperspectral Images Using Radiative Transfer Models","display_name":"Mapping Wheat Take-All Disease Levels from Airborne Hyperspectral Images Using Radiative Transfer Models","publication_year":2023,"publication_date":"2023-04-07","ids":{"openalex":"https://openalex.org/W4363679323","doi":"https://doi.org/10.3390/rs15081960"},"language":"en","primary_location":{"id":"doi:10.3390/rs15081960","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15081960","pdf_url":"https://www.mdpi.com/2072-4292/15/8/1960/pdf?version=1680859542","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/2072-4292/15/8/1960/pdf?version=1680859542","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100696824","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0002-4316-932X"},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028231355","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0002-1536-4427"},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Shi","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100715189","display_name":"Yuanyuan Fu","orcid":"https://orcid.org/0000-0002-1231-1311"},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Fu","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077698559","display_name":"Haiping Si","orcid":null},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiping Si","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103384633","display_name":"Yi Liu","orcid":"https://orcid.org/0009-0009-1151-4297"},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Liu","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100648568","display_name":"Hongbo Qiao","orcid":"https://orcid.org/0000-0002-9769-3389"},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongbo Qiao","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou 450002, China","institution_ids":["https://openalex.org/I4750791"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100648568"],"corresponding_institution_ids":["https://openalex.org/I4750791"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4574,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81047153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"15","issue":"8","first_page":"1960","last_page":"1960"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9715999960899353,"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/T10616","display_name":"Smart Agriculture and AI","score":0.963699996471405,"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/remote-sensing","display_name":"Remote sensing","score":0.76639723777771},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.733080267906189},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.668393611907959},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6212056875228882},{"id":"https://openalex.org/keywords/reflectivity","display_name":"Reflectivity","score":0.5208814144134521},{"id":"https://openalex.org/keywords/atmospheric-radiative-transfer-codes","display_name":"Atmospheric radiative transfer codes","score":0.4570169746875763},{"id":"https://openalex.org/keywords/chlorophyll","display_name":"Chlorophyll","score":0.44715970754623413},{"id":"https://openalex.org/keywords/radiative-transfer","display_name":"Radiative transfer","score":0.37258994579315186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.330281138420105},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.1480731964111328},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10217690467834473},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09496185183525085},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08286577463150024},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06410938501358032}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.76639723777771},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.733080267906189},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.668393611907959},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6212056875228882},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.5208814144134521},{"id":"https://openalex.org/C199390426","wikidata":"https://www.wikidata.org/wiki/Q2353151","display_name":"Atmospheric radiative transfer codes","level":3,"score":0.4570169746875763},{"id":"https://openalex.org/C2776373379","wikidata":"https://www.wikidata.org/wiki/Q43177","display_name":"Chlorophyll","level":2,"score":0.44715970754623413},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.37258994579315186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.330281138420105},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.1480731964111328},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10217690467834473},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09496185183525085},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08286577463150024},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06410938501358032}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15081960","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15081960","pdf_url":"https://www.mdpi.com/2072-4292/15/8/1960/pdf?version=1680859542","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:ec20f91b15534e21a236034adefa141f","is_oa":true,"landing_page_url":"https://doaj.org/article/ec20f91b15534e21a236034adefa141f","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 15, Iss 8, p 1960 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/8/1960/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15081960","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 15; Issue 8; Pages: 1960","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15081960","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15081960","pdf_url":"https://www.mdpi.com/2072-4292/15/8/1960/pdf?version=1680859542","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/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1956415271","display_name":null,"funder_award_id":"222300420463","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"},{"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/G2597775472","display_name":null,"funder_award_id":"21013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2679779893","display_name":null,"funder_award_id":"222300420463","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"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/G5939423041","display_name":null,"funder_award_id":"Technology","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/G6106943062","display_name":null,"funder_award_id":"31501225","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7364857997","display_name":null,"funder_award_id":"42101362, 31501225","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7766494649","display_name":null,"funder_award_id":"42101362","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7887818181","display_name":null,"funder_award_id":"210381","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"},{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323845","display_name":"Natural Science Foundation of Henan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4363679323.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1606472968","https://openalex.org/W1966248104","https://openalex.org/W1966971005","https://openalex.org/W1981590796","https://openalex.org/W1999437504","https://openalex.org/W2000485836","https://openalex.org/W2016910327","https://openalex.org/W2018636632","https://openalex.org/W2030078894","https://openalex.org/W2043673805","https://openalex.org/W2066612219","https://openalex.org/W2076063813","https://openalex.org/W2101010747","https://openalex.org/W2115539456","https://openalex.org/W2121025745","https://openalex.org/W2128728535","https://openalex.org/W2153635508","https://openalex.org/W2170889850","https://openalex.org/W2200121095","https://openalex.org/W2395579298","https://openalex.org/W2596051487","https://openalex.org/W2618530766","https://openalex.org/W2621112468","https://openalex.org/W2624385633","https://openalex.org/W2782772130","https://openalex.org/W2896242594","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W2936307272","https://openalex.org/W2974408721","https://openalex.org/W2976131535","https://openalex.org/W3027738884","https://openalex.org/W3046551762","https://openalex.org/W3095491581","https://openalex.org/W3120426666","https://openalex.org/W3168257347","https://openalex.org/W3196038450","https://openalex.org/W3205971190","https://openalex.org/W4221038349","https://openalex.org/W4239510810","https://openalex.org/W4280601356","https://openalex.org/W4280630127","https://openalex.org/W4289792395","https://openalex.org/W4296199842","https://openalex.org/W4310065940","https://openalex.org/W6654675821","https://openalex.org/W6796182822","https://openalex.org/W6846924209"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2070598848","https://openalex.org/W3034375524","https://openalex.org/W2060875994","https://openalex.org/W2027399350","https://openalex.org/W2044184146","https://openalex.org/W4313014865","https://openalex.org/W2019190440","https://openalex.org/W2166660987"],"abstract_inverted_index":{"Take-all":[0],"is":[1],"a":[2,18,39,85,92],"root":[3],"disease":[4,16,102,147,156,194,212],"that":[5,167],"can":[6,184,197],"severely":[7],"reduce":[8],"wheat":[9,12,110,145,179,192],"yield,":[10],"and":[11,46,78,91,157,196,204,211],"leaves":[13],"with":[14,38],"take-all":[15,101,146,155,180,193],"show":[17],"large":[19],"amount":[20],"of":[21,34,43,74,108,126,134,140,143,161],"chlorophyll":[22,53,62,80,132,159],"loss.":[23],"The":[24,104,164],"PROSAIL":[25,68],"model":[26,45,128,174],"has":[27],"been":[28],"widely":[29],"used":[30,97,122],"for":[31,177,189,206],"the":[32,44,52,56,67,100,118,127,131,135,138,141,152,158,162,171],"inversion":[33],"vegetation":[35],"physiological":[36],"parameters":[37,125],"clear":[40],"physical":[41],"meaning":[42],"high":[47],"simulation":[48],"accuracy.":[49],"Based":[50],"on":[51,151,170],"deficiency":[54],"characteristics,":[55],"reflectance":[57,76,106],"data":[58,107],"under":[59],"different":[60],"canopy":[61,79],"contents":[63,81],"were":[64,82,121,148],"simulated":[65],"using":[66,84],"model.":[69],"In":[70],"addition,":[71],"inverse":[72],"models":[73],"spectral":[75,105],"profiles":[77],"constructed":[83],"one-dimensional":[86],"convolutional":[87],"neural":[88],"network":[89],"(1D-CNN),":[90],"transfer":[93],"learning":[94,173],"approach":[95],"was":[96],"to":[98,129],"detect":[99],"levels.":[103],"winter":[109,144,178,191],"acquired":[111],"by":[112],"an":[113],"airborne":[114],"imaging":[115],"spectrometer":[116],"during":[117],"filling":[119],"period":[120],"as":[123],"input":[124],"obtain":[130],"content":[133,160],"canopy.":[136,163],"Finally,":[137],"results":[139,165],"distribution":[142],"mapped":[149],"based":[150,169],"relationship":[153],"between":[154],"showed":[166],"classification":[168],"deep":[172],"performed":[175],"well":[176],"monitoring.":[181],"This":[182],"study":[183],"provide":[185,199],"some":[186,200],"reference":[187],"basis":[188],"high-precision":[190],"monitoring":[195],"also":[198],"technical":[201],"method":[202],"references":[203],"ideas":[205],"remote":[207,213],"sensing":[208,214],"crop":[209],"pest":[210],"mapping.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
