{"id":"https://openalex.org/W4303980470","doi":"https://doi.org/10.3390/s22197440","title":"Detecting Pest-Infested Forest Damage through Multispectral Satellite Imagery and Improved UNet++","display_name":"Detecting Pest-Infested Forest Damage through Multispectral Satellite Imagery and Improved UNet++","publication_year":2022,"publication_date":"2022-09-30","ids":{"openalex":"https://openalex.org/W4303980470","doi":"https://doi.org/10.3390/s22197440","pmid":"https://pubmed.ncbi.nlm.nih.gov/36236538"},"language":"en","primary_location":{"id":"doi:10.3390/s22197440","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197440","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7440/pdf?version=1665307027","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/19/7440/pdf?version=1665307027","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015298689","display_name":"Jingzong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingzong Zhang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062944271","display_name":"Shijie Cong","orcid":"https://orcid.org/0000-0001-8145-7667"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Cong","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100671335","display_name":"Gen Zhang","orcid":"https://orcid.org/0000-0001-8619-3285"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gen Zhang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100313687","display_name":"Yongjun Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjun Ma","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100388117","display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0002-1600-7456"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059939272","display_name":"Jianping Huang","orcid":"https://orcid.org/0000-0003-2845-797X"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianping Huang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059939272"],"corresponding_institution_ids":["https://openalex.org/I47689461"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.2036,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.92303411,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"22","issue":"19","first_page":"7440","last_page":"7440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9966999888420105,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9966999888420105,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9958000183105469,"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/T10555","display_name":"Fire effects on ecosystems","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/multispectral-image","display_name":"Multispectral image","score":0.8739466071128845},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6337275505065918},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.6103028655052185},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5704589486122131},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.49151811003685},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.46650996804237366},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.4451417922973633},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42284277081489563},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.42115840315818787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4138863682746887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3440288305282593},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23115715384483337},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.21180489659309387},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.14921170473098755},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07770320773124695}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8739466071128845},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6337275505065918},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.6103028655052185},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5704589486122131},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.49151811003685},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.46650996804237366},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.4451417922973633},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42284277081489563},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.42115840315818787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4138863682746887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3440288305282593},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23115715384483337},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.21180489659309387},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.14921170473098755},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07770320773124695},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063809","descriptor_name":"Satellite Imagery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063809","descriptor_name":"Satellite Imagery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063809","descriptor_name":"Satellite Imagery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22197440","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197440","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7440/pdf?version=1665307027","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:36236538","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36236538","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:14eafdbee2c4448b96dc354ae5d176b7","is_oa":true,"landing_page_url":"https://doaj.org/article/14eafdbee2c4448b96dc354ae5d176b7","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,"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":"Sensors, Vol 22, Iss 19, p 7440 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/19/7440/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22197440","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":"Sensors; Volume 22; Issue 19; Pages: 7440","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9570766","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9570766","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22197440","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197440","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7440/pdf?version=1665307027","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.44999998807907104,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G2051435245","display_name":null,"funder_award_id":"TD2020C001","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G2655944633","display_name":null,"funder_award_id":"NO. 61701105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3272190961","display_name":null,"funder_award_id":"2572019CP19","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6538771510","display_name":null,"funder_award_id":"No. 2572019CP19","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8545646479","display_name":null,"funder_award_id":"61701105","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/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4303980470.pdf","grobid_xml":"https://content.openalex.org/works/W4303980470.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W892605381","https://openalex.org/W1901129140","https://openalex.org/W1981095698","https://openalex.org/W1983191972","https://openalex.org/W1994265234","https://openalex.org/W2002984665","https://openalex.org/W2005284849","https://openalex.org/W2007939589","https://openalex.org/W2013168618","https://openalex.org/W2019196518","https://openalex.org/W2019349143","https://openalex.org/W2029576285","https://openalex.org/W2037526846","https://openalex.org/W2067372010","https://openalex.org/W2073266896","https://openalex.org/W2098472371","https://openalex.org/W2124017200","https://openalex.org/W2165916356","https://openalex.org/W2194775991","https://openalex.org/W2273708466","https://openalex.org/W2332981326","https://openalex.org/W2360570658","https://openalex.org/W2565639579","https://openalex.org/W2736508163","https://openalex.org/W2755992512","https://openalex.org/W2809262461","https://openalex.org/W2884436604","https://openalex.org/W2888218114","https://openalex.org/W2888493720","https://openalex.org/W2914208851","https://openalex.org/W2922476837","https://openalex.org/W2940726923","https://openalex.org/W2964309882","https://openalex.org/W3004488911","https://openalex.org/W3022534036","https://openalex.org/W3036919398","https://openalex.org/W3045227230","https://openalex.org/W3047443805","https://openalex.org/W3048631361","https://openalex.org/W3101012758","https://openalex.org/W3102692100","https://openalex.org/W3103695279","https://openalex.org/W3111050907","https://openalex.org/W3123277870","https://openalex.org/W3124539583","https://openalex.org/W3129029680","https://openalex.org/W3154671245","https://openalex.org/W3157062364","https://openalex.org/W3158211256","https://openalex.org/W3158948834","https://openalex.org/W3164557208","https://openalex.org/W3174654135","https://openalex.org/W3181349934","https://openalex.org/W3195915717","https://openalex.org/W3204125315","https://openalex.org/W3209745495","https://openalex.org/W4200582247","https://openalex.org/W4205396609","https://openalex.org/W4210586025","https://openalex.org/W4285165684","https://openalex.org/W4385533747","https://openalex.org/W6794209188","https://openalex.org/W6801647254"],"related_works":["https://openalex.org/W4318664220","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W3207046288","https://openalex.org/W3023446922","https://openalex.org/W4324030030","https://openalex.org/W2792279927","https://openalex.org/W4403391793","https://openalex.org/W4385497869","https://openalex.org/W283587633"],"abstract_inverted_index":{"Plant":[0],"pests":[1],"are":[2],"the":[3,26,75,84,140,145,153,158,178,205,219,229,236,256],"primary":[4],"biological":[5],"threats":[6],"to":[7,38,87,166],"agricultural":[8],"and":[9,30,51,59,99,128,144,186,210,224,243],"forestry":[10],"production":[11],"as":[12,14,139],"well":[13],"forest":[15,122,172],"ecosystem.":[16],"Monitoring":[17],"forest-pest":[18,90],"damage":[19,41,79,123,174],"via":[20],"satellite":[21,43],"images":[22,58],"is":[23,86,137,150],"crucial":[24],"for":[25,68,120,156],"development":[27],"of":[28,65,77,83,180,221,251],"prevention":[29],"control":[31],"strategies.":[32],"Previous":[33],"studies":[34],"utilizing":[35],"deep":[36,103],"learning":[37],"monitor":[39],"pest-infested":[40],"in":[42,132,152,190,200,227,253],"imagery":[44,50,165],"adopted":[45],"RGB":[46,100],"images,":[47],"while":[48],"multispectral":[49,225],"vegetation":[52,60,97,212,222],"indices":[53,61,98,223,247],"were":[54],"not":[55],"used.":[56],"Multispectral":[57],"contain":[62],"a":[63,108,168],"wealth":[64],"useful":[66],"information":[67,101],"detecting":[69,121],"plant":[70],"health,":[71],"which":[72],"can":[73],"improve":[74,89],"precision":[76],"pest":[78,258],"detection.":[80],"The":[81,135,202,214,232],"aim":[82],"study":[85],"further":[88],"infestation":[91],"area":[92,259],"segmentation":[93,111,160,230,241,260],"by":[94,125,177],"combining":[95],"multispectral,":[96],"into":[102],"learning.":[104],"We":[105,162],"also":[106],"propose":[107],"new":[109],"image":[110,159],"method":[112,238],"based":[113,170],"on":[114,171],"UNet++":[115],"with":[116,248,255],"attention":[117,146],"mechanism":[118,147],"module":[119,149],"induced":[124],"bark":[126],"beetle":[127],"aspen":[129],"leaf":[130],"miner":[131],"Sentinel-2":[133,164,208],"images.":[134],"ResNeSt101":[136],"used":[138,163],"feature":[141],"extraction":[142],"backbone,":[143],"scSE":[148],"introduced":[151],"decoding":[154],"phase":[155],"improving":[157],"results.":[161],"produce":[167],"dataset":[169,203],"health":[173],"data":[175,226],"gathered":[176],"Ministry":[179],"Forests,":[181],"Lands,":[182],"Natural":[183],"Resource":[184],"Operations":[185],"Rural":[187],"Development":[188],"(FLNRORD)":[189],"British":[191],"Columbia":[192],"(BC),":[193],"Canada,":[194],"during":[195],"aerial":[196],"overview":[197],"surveys":[198],"(AOS)":[199],"2020.":[201],"contains":[204],"11":[206],"original":[207],"bands":[209],"13":[211],"indices.":[213],"experimental":[215],"results":[216,233],"confirmed":[217],"that":[218,235],"significance":[220],"enhancing":[228],"effect.":[231],"demonstrated":[234],"proposed":[237],"exhibits":[239],"better":[240],"quality":[242],"more":[244],"accurate":[245],"quantitative":[246],"overall":[249],"accuracy":[250],"85.11%,":[252],"comparison":[254],"state-of-the-art":[257],"methods.":[261]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}
