{"id":"https://openalex.org/W4409703637","doi":"https://doi.org/10.55170/1997-3225-2024-9-4-47-54","title":"HYPERSPECTRAL METHOD FOR ASSESSING THE CONDITION OF PROTECTED SOIL PLANTS","display_name":"HYPERSPECTRAL METHOD FOR ASSESSING THE CONDITION OF PROTECTED SOIL PLANTS","publication_year":2023,"publication_date":"2023-07-30","ids":{"openalex":"https://openalex.org/W4409703637","doi":"https://doi.org/10.55170/1997-3225-2024-9-4-47-54"},"language":"en","primary_location":{"id":"doi:10.55170/1997-3225-2024-9-4-47-54","doi":"https://doi.org/10.55170/1997-3225-2024-9-4-47-54","is_oa":true,"landing_page_url":"https://doi.org/10.55170/1997-3225-2024-9-4-47-54","pdf_url":"https://bulletin.ssaa.ru/1997-3225/article/download/641559/156947","source":{"id":"https://openalex.org/S4306505258","display_name":"Bulletin Samara State Agricultural Academy","issn_l":"1997-3225","issn":["1997-3225","2782-4225"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-2"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bulletin Samara State Agricultural Academy","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://bulletin.ssaa.ru/1997-3225/article/download/641559/156947","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072342052","display_name":"\u041c\u0430\u0448\u043a\u043e\u0432 \u0421\u0435\u0440\u0433\u0435\u0439 \u0412\u043b\u0430\u0434\u0438\u043c\u0438\u0440\u043e\u0432\u0438\u0447","orcid":"https://orcid.org/0000-0002-9941-3803","observed_orcids":["https://orcid.org/0000-0002-9941-3803"]},"institutions":[{"id":"https://openalex.org/I4210103204","display_name":"Samara State Agrarian University","ror":"https://ror.org/00stqsy74","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210103204"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sergey V. Mashkov","raw_affiliation_strings":["Samara State Agrarian University"],"raw_orcid":"https://orcid.org/0000-0002-9941-3803","affiliations":[{"raw_affiliation_string":"Samara State Agrarian University","institution_ids":["https://openalex.org/I4210103204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021320442","display_name":"\u0418\u0448\u043a\u0438\u043d \u041f\u0430\u0432\u0435\u043b \u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440\u043e\u0432\u0438\u0447","orcid":"https://orcid.org/0000-0002-7490-9300","observed_orcids":["https://orcid.org/0000-0002-7490-9300"]},"institutions":[{"id":"https://openalex.org/I4210103204","display_name":"Samara State Agrarian University","ror":"https://ror.org/00stqsy74","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210103204"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Pavel A. Ishkin","raw_affiliation_strings":["Samara State Agrarian University"],"raw_orcid":"https://orcid.org/0000-0002-7490-9300","affiliations":[{"raw_affiliation_string":"Samara State Agrarian University","institution_ids":["https://openalex.org/I4210103204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067398602","display_name":"\u0418\u0432\u043b\u0438\u0435\u0432 \u041d\u0438\u043a\u043e\u043b\u0430\u0439 \u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440\u043e\u0432\u0438\u0447","orcid":"https://orcid.org/0000-0001-7539-556X","observed_orcids":["https://orcid.org/0000-0001-7539-556X"]},"institutions":[{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nikolai A. Ivliev","raw_affiliation_strings":["Samara National Research University named after Academician S. P. Korolev"],"raw_orcid":"https://orcid.org/0000-0001-7539-556X","affiliations":[{"raw_affiliation_string":"Samara National Research University named after Academician S. P. Korolev","institution_ids":["https://openalex.org/I3124489027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041843135","display_name":"A.R. Makarov","orcid":"https://orcid.org/0000-0001-5435-550X","observed_orcids":["https://orcid.org/0000-0001-5435-550X"]},"institutions":[{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey R. Makarov","raw_affiliation_strings":["Samara National Research University named after Academician S. P. Korolev"],"raw_orcid":"https://orcid.org/0000-0001-5435-550X","affiliations":[{"raw_affiliation_string":"Samara National Research University named after Academician S. P. Korolev","institution_ids":["https://openalex.org/I3124489027"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.277,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47427857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"9","issue":"3","first_page":"47","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.4187000095844269,"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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.4187000095844269,"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.20520000159740448,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.17520000040531158,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"hyperspectral imaging","score":0.9769999980926514},{"id":"https://openalex.org/keywords/protected-ground-cultivation","display_name":"protected soil cultivation","score":0.7699999809265137},{"id":"https://openalex.org/keywords/greenhouse-crops","display_name":"greenhouse crops","score":0.6179999709129333},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8090000152587891},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"vegetation indices","score":0.628000020980835}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8919968605041504},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5179582834243774},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4811069369316101},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.33074072003364563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32226473093032837},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24682468175888062}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55170/1997-3225-2024-9-4-47-54","doi":"https://doi.org/10.55170/1997-3225-2024-9-4-47-54","is_oa":true,"landing_page_url":"https://doi.org/10.55170/1997-3225-2024-9-4-47-54","pdf_url":"https://bulletin.ssaa.ru/1997-3225/article/download/641559/156947","source":{"id":"https://openalex.org/S4306505258","display_name":"Bulletin Samara State Agricultural Academy","issn_l":"1997-3225","issn":["1997-3225","2782-4225"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-2"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bulletin Samara State Agricultural Academy","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.55170/1997-3225-2024-9-4-47-54","doi":"https://doi.org/10.55170/1997-3225-2024-9-4-47-54","is_oa":true,"landing_page_url":"https://doi.org/10.55170/1997-3225-2024-9-4-47-54","pdf_url":"https://bulletin.ssaa.ru/1997-3225/article/download/641559/156947","source":{"id":"https://openalex.org/S4306505258","display_name":"Bulletin Samara State Agricultural Academy","issn_l":"1997-3225","issn":["1997-3225","2782-4225"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-2"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bulletin Samara State Agricultural Academy","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7605999708175659,"display_name":"Life on land"},{"id":"https://metadata.un.org/sdg/2","score":0.40450000762939453,"display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409703637.pdf","grobid_xml":"https://content.openalex.org/works/W4409703637.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W4211259924"],"related_works":["https://openalex.org/W7039875073","https://openalex.org/W4211259924","https://openalex.org/W4320498432","https://openalex.org/W4379381599","https://openalex.org/W2884963893","https://openalex.org/W2762429747","https://openalex.org/W4395001996","https://openalex.org/W2019438057","https://openalex.org/W3088613361","https://openalex.org/W3003289138"],"abstract_inverted_index":{"The":[0,32,63,98,132,258,273],"purpose":[1],"of":[2,15,19,37,40,48,74,78,118,126,138,165,173,177,185,245,260,267,279,287],"the":[3,13,30,35,38,46,79,83,127,136,142,163,183,186,228,246,253,261,265,277,280,285],"research":[4],"is":[5,66,144,232,256],"to":[6,22,114,122,152,155,213,234,240],"develop":[7],"a":[8,54,67,91,105,116,147,159,224],"hyperspectral":[9,49,57,128,193,247],"method":[10,85],"for":[11,190,216,283],"assessing":[12,284],"condition":[14,42,286],"plants":[16,27,288],"in":[17,26,103,108,158,218,289],"conditions":[18],"protected":[20,290],"soil,":[21],"identify":[23],"internal":[24],"changes":[25,217],"that":[28,107,252],"affect":[29],"yield.":[31],"article":[33],"presents":[34],"results":[36,184],"investigation":[39],"vegetation":[41,80,236],"assessment":[43],"based":[44,89],"on":[45,90,182],"use":[47,235],"images":[50,194],"(HSI)":[51],"acquired":[52],"with":[53,59,71,209],"scanning":[55,167],"slit-lamp":[56],"camera":[58],"Offner":[60],"optical":[61],"scheme.":[62],"classifier":[64],"used":[65,222],"multi-stage":[68],"GSI":[69],"processing":[70],"initial":[72],"compensation":[73],"lighting":[75,220],"variations,":[76],"selection":[77],"area":[81,137],"by":[82,264],"index":[84],"and":[86,168,202],"further":[87],"evaluation":[88],"trained":[92],"spatial":[93,201],"spectral":[94,203],"convolutional":[95,206],"neural":[96,207],"network.":[97],"shooting":[99],"process":[100],"was":[101,112,195,221,250,269],"organized":[102],"such":[104],"way":[106],"one":[109,124],"frame":[110],"it":[111,231],"possible":[113],"obtain":[115],"set":[117],"spectrum":[119],"characteristics":[120],"corresponding":[121],"only":[123],"column":[125],"image":[129],"being":[130],"formed.":[131],"slit":[133],"diaphragm":[134],"restricts":[135],"space":[139,166,178],"from":[140],"which":[141,238],"light":[143],"decomposed":[145],"into":[146,198],"spectrum.":[148],"It":[149,249],"allows":[150],"simultaneously":[151],"receive":[153],"up":[154],"2040":[156],"spectra":[157,172],"single":[160],"frame.":[161],"In":[162],"pro-cess":[164],"serial":[169],"synchronous":[170],"imaging,":[171],"sequentially":[174],"changing":[175],"regions":[176],"were":[179],"recorded.":[180],"Based":[181],"research,":[187],"an":[188,210],"algorithm":[189],"classifying":[191],"high-resolution":[192],"developed,":[196],"taking":[197],"account":[199,215],"both":[200],"features.":[204],"A":[205],"network":[208],"architecture":[211],"modified":[212],"better":[214],"scene":[219],"as":[223],"classifier.":[225],"To":[226],"prepare":[227],"training":[229],"data,":[230],"proposed":[233,254,281],"indexes,":[237],"allow":[239],"per-form":[241],"primary":[242],"binary":[243],"segmentation":[244],"image.":[248],"shown":[251],"approach":[255,282],"effective.":[257],"accuracy":[259],"classification":[262],"obtained":[263],"level":[266],"chlorosis":[268],"more":[270],"than":[271],"83%.":[272],"conducted":[274],"experiments":[275],"show":[276],"effectiveness":[278],"soil":[291],"conditions.":[292]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-04-24T00:00:00"}