{"id":"https://openalex.org/W4407135125","doi":"https://doi.org/10.1080/10095020.2025.2454521","title":"Monitoring Moso bamboo ( <i>Phyllostachys pubescens</i> ) forests damage caused by <i>Pantana phyllostachysae</i> Chao considering phenological differences between on-year and off-year using UAV hyperspectral images","display_name":"Monitoring Moso bamboo ( <i>Phyllostachys pubescens</i> ) forests damage caused by <i>Pantana phyllostachysae</i> Chao considering phenological differences between on-year and off-year using UAV hyperspectral images","publication_year":2025,"publication_date":"2025-02-04","ids":{"openalex":"https://openalex.org/W4407135125","doi":"https://doi.org/10.1080/10095020.2025.2454521"},"language":"en","primary_location":{"id":"doi:10.1080/10095020.2025.2454521","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2025.2454521","pdf_url":null,"source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/10095020.2025.2454521","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063774236","display_name":"Anqi He","orcid":"https://orcid.org/0009-0001-7778-6991"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anqi He","raw_affiliation_strings":["Fuzhou University"],"raw_orcid":"https://orcid.org/0009-0001-7778-6991","affiliations":[{"raw_affiliation_string":"Fuzhou University","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072053444","display_name":"Zhanghua Xu","orcid":"https://orcid.org/0000-0001-9017-6920"},"institutions":[{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]},{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhanghua Xu","raw_affiliation_strings":["Fuzhou University","Sanming University"],"raw_orcid":"https://orcid.org/0000-0001-9017-6920","affiliations":[{"raw_affiliation_string":"Fuzhou University","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Sanming University","institution_ids":["https://openalex.org/I4210149962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427031","display_name":"Yifan Li","orcid":"https://orcid.org/0000-0002-1247-0718"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Li","raw_affiliation_strings":["Fuzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuzhou University","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091272344","display_name":"Bin Li","orcid":"https://orcid.org/0000-0002-4581-4775"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Li","raw_affiliation_strings":["Fuzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuzhou University","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013024523","display_name":"Xuying Huang","orcid":"https://orcid.org/0000-0002-6774-8174"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuying Huang","raw_affiliation_strings":["Fuzhou University","Nanjing University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuzhou University","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Nanjing University","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100603592","display_name":"Huafeng Zhang","orcid":"https://orcid.org/0000-0001-9923-7531"},"institutions":[{"id":"https://openalex.org/I4210088823","display_name":"Xiamen Municipal Bureau of Science and Technology","ror":"https://ror.org/006mtxa58","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210088823"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huafeng Zhang","raw_affiliation_strings":["Xiamen Municipal Garden and Forestry Bureau"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen Municipal Garden and Forestry Bureau","institution_ids":["https://openalex.org/I4210088823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045740549","display_name":"Xiaoyu Guo","orcid":"https://orcid.org/0000-0001-9233-6991"},"institutions":[{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Guo","raw_affiliation_strings":["Sanming University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sanming University","institution_ids":["https://openalex.org/I4210149962"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027234368","display_name":"Zenglu Li","orcid":"https://orcid.org/0000-0003-4114-9509"},"institutions":[{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]},{"id":"https://openalex.org/I902764099","display_name":"SEGi University","ror":"https://ror.org/05crr5s63","country_code":"MY","type":"education","lineage":["https://openalex.org/I902764099"]}],"countries":["CN","MY"],"is_corresponding":false,"raw_author_name":"Zenglu Li","raw_affiliation_strings":["SEGi University","Sanming University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SEGi University","institution_ids":["https://openalex.org/I902764099"]},{"raw_affiliation_string":"Sanming University","institution_ids":["https://openalex.org/I4210149962"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072053444"],"corresponding_institution_ids":["https://openalex.org/I4210149962","https://openalex.org/I80947539"],"apc_list":{"value":1625,"currency":"GBP","value_usd":1993},"apc_paid":{"value":1625,"currency":"GBP","value_usd":1993},"fwci":5.2387,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94351584,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"28","issue":"6","first_page":"2690","last_page":"2708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12665","display_name":"Bamboo properties and applications","score":0.991599977016449,"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/T12665","display_name":"Bamboo properties and applications","score":0.991599977016449,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9837999939918518,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9819999933242798,"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/bamboo","display_name":"Bamboo","score":0.9605250358581543},{"id":"https://openalex.org/keywords/phyllostachys","display_name":"Phyllostachys","score":0.9218131899833679},{"id":"https://openalex.org/keywords/phenology","display_name":"Phenology","score":0.8782092332839966},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7691386938095093},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.5425127744674683},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.40940409898757935},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.40011924505233765},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3931754529476166},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.34856870770454407},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.25774335861206055},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23203864693641663}],"concepts":[{"id":"https://openalex.org/C2778704284","wikidata":"https://www.wikidata.org/wiki/Q670887","display_name":"Bamboo","level":2,"score":0.9605250358581543},{"id":"https://openalex.org/C2776165127","wikidata":"https://www.wikidata.org/wiki/Q132640","display_name":"Phyllostachys","level":3,"score":0.9218131899833679},{"id":"https://openalex.org/C51417038","wikidata":"https://www.wikidata.org/wiki/Q272737","display_name":"Phenology","level":2,"score":0.8782092332839966},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7691386938095093},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.5425127744674683},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.40940409898757935},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.40011924505233765},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3931754529476166},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.34856870770454407},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.25774335861206055},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23203864693641663}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/10095020.2025.2454521","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2025.2454521","pdf_url":null,"source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4d978c5fe745411f88248725f554f6d3","is_oa":true,"landing_page_url":"https://doaj.org/article/4d978c5fe745411f88248725f554f6d3","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":"Geo-spatial Information Science, Vol 28, Iss 6, Pp 2690-2708 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/10095020.2025.2454521","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2025.2454521","pdf_url":null,"source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.4000000059604645}],"awards":[{"id":"https://openalex.org/G7271741253","display_name":null,"funder_award_id":"2018M630728","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8931219723","display_name":"\u6bdb\u7af9\u6797\u521a\u7af9\u6bd2\u86fe\u5371\u5bb3\u7684\u8513\u5ef6\u673a\u5236\u53ca\u6a21\u62df\u7814\u7a76","funder_award_id":"42071300","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1964217023","https://openalex.org/W1995581599","https://openalex.org/W1995653526","https://openalex.org/W2003022533","https://openalex.org/W2019919981","https://openalex.org/W2025757188","https://openalex.org/W2028151808","https://openalex.org/W2036003376","https://openalex.org/W2039604550","https://openalex.org/W2058187437","https://openalex.org/W2063623478","https://openalex.org/W2072633546","https://openalex.org/W2094677081","https://openalex.org/W2145413250","https://openalex.org/W2148799690","https://openalex.org/W2159961845","https://openalex.org/W2163410149","https://openalex.org/W2174976650","https://openalex.org/W2201274797","https://openalex.org/W2248139498","https://openalex.org/W2387188207","https://openalex.org/W2409002119","https://openalex.org/W2511286828","https://openalex.org/W2574206596","https://openalex.org/W2590351988","https://openalex.org/W2598591505","https://openalex.org/W2606093983","https://openalex.org/W2784301945","https://openalex.org/W2793842933","https://openalex.org/W2888770079","https://openalex.org/W2889273070","https://openalex.org/W2903989726","https://openalex.org/W2910829991","https://openalex.org/W2911261286","https://openalex.org/W2938810527","https://openalex.org/W2949356712","https://openalex.org/W2988414978","https://openalex.org/W2990742692","https://openalex.org/W3037944168","https://openalex.org/W3043099396","https://openalex.org/W3109240406","https://openalex.org/W3112588676","https://openalex.org/W3158745887","https://openalex.org/W3181349934","https://openalex.org/W3207754105","https://openalex.org/W3213128262","https://openalex.org/W4213184869","https://openalex.org/W4221098234","https://openalex.org/W4285229317","https://openalex.org/W4287958161","https://openalex.org/W4303980639","https://openalex.org/W4307273414","https://openalex.org/W4310795246","https://openalex.org/W4311132262","https://openalex.org/W4361274696","https://openalex.org/W4361801444","https://openalex.org/W4382927952","https://openalex.org/W4383570477","https://openalex.org/W4384662475","https://openalex.org/W4393295179","https://openalex.org/W4398151431"],"related_works":["https://openalex.org/W2259982236","https://openalex.org/W2374005694","https://openalex.org/W2391170475","https://openalex.org/W2361991225","https://openalex.org/W2168482951","https://openalex.org/W2355239357","https://openalex.org/W2811308331","https://openalex.org/W2540686476","https://openalex.org/W2347310041","https://openalex.org/W2328519725"],"abstract_inverted_index":{"The":[0,156],"on-year":[1,39,78,112,133,189,241],"and":[2,18,40,113,123,134,150,163,190,242,272,278,287],"off-year":[3,41,70,114,135,191,243],"phenomenon":[4,32],"is":[5,49,66],"a":[6,50,221,280],"distinctive":[7],"phenological":[8,115,186,208,238],"characteristic":[9],"of":[10,43,100,111,120,184,220,240,252,275,290],"Moso":[11,44,55,71,79,104,136,192,244],"bamboo,":[12],"reflecting":[13],"variations":[14],"in":[15,103,132,212,257],"nutrient":[16],"dynamics":[17],"endogenous":[19],"hormonal":[20],"rhythms":[21],"during":[22],"the":[23,29,38,69,88,109,118,174,178,182,185,229,237,249,269,285],"transition":[24],"from":[25],"bamboo":[26,72,80,105,137,193,230,245,276,291],"shoot":[27],"to":[28,77,94],"culm.":[30],"This":[31,85,232,262],"also":[33],"influences":[34],"pest":[35,52,195],"resistance":[36],"between":[37,188],"cycles":[42],"bamboo.":[45,56],"Pantana":[46],"phyllostachysae":[47,60,102,129,171,260],"Chao":[48],"leaf-feeding":[51],"that":[53,159,199,219,235],"affects":[54],"However,":[57],"monitoring":[58,258],"P.":[59,83,101,128,170,259],"damage":[61],"using":[62,138],"remote":[63,97,255],"sensing":[64,98,256],"data":[65],"challenging":[67],"because":[68],"has":[73],"physiological":[74],"characteristics":[75,99,116,239],"similar":[76],"infested":[81],"with":[82,173],"phyllostachysae.":[84],"study":[86],"utilizes":[87],"Recursive":[89],"Feature":[90],"Elimination":[91],"(RFE)":[92],"algorithm":[93,176],"investigate":[95],"hyperspectral":[96,254],"forests.":[106,292],"We":[107],"analyzed":[108],"impact":[110,183],"on":[117,194],"accuracy":[119,197,211,251],"hazard":[121,130],"extraction":[122],"developed":[124],"detection":[125,250],"models":[126,166,204],"for":[127,206,268,283],"levels":[131],"Support":[139],"Vector":[140],"Machine":[141],"(SVM),":[142],"Random":[143],"Forest":[144],"(RF),":[145],"eXtreme":[146],"Gradient":[147],"Boosting":[148],"(XGBoost),":[149],"one-dimensional":[151],"Convolutional":[152],"Neural":[153],"Network":[154],"(1D-CNN).":[155],"results":[157],"demonstrate":[158],"classical":[160],"machine":[161,202],"learning":[162,165,203],"deep":[164],"can":[167,246],"effectively":[168],"detect":[169],"damage,":[172],"1D-CNN":[175],"achieving":[177],"best":[179],"performance.":[180],"Analyzing":[181],"differences":[187],"identification":[196],"revealed":[198],"when":[200],"four":[201],"accounted":[205],"these":[207],"characteristics,":[209],"their":[210],"identifying":[213],"pests":[214],"was":[215],"significantly":[216],"higher":[217],"than":[218],"model":[222],"which":[223],"did":[224],"not":[225],"take":[226],"into":[227],"account":[228],"phenology.":[231],"finding":[233],"highlights":[234],"considering":[236],"substantially":[247],"improve":[248],"UAV":[253],"damage.":[261],"provides":[263],"more":[264],"accurate":[265],"technical":[266],"support":[267],"health":[270],"management":[271],"resource":[273],"protection":[274],"forests":[277],"offers":[279],"scientific":[281],"basis":[282],"maximizing":[284],"ecological":[286],"economic":[288],"benefits":[289]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-02-05T00:00:00"}
