{"id":"https://openalex.org/W2201976548","doi":"https://doi.org/10.25165/ijabe.v8i5.1492","title":"Identification of seedling cabbages and weeds using hyperspectral imaging","display_name":"Identification of seedling cabbages and weeds using hyperspectral imaging","publication_year":2015,"publication_date":"2015-10-31","ids":{"openalex":"https://openalex.org/W2201976548","doi":"https://doi.org/10.25165/ijabe.v8i5.1492","mag":"2201976548"},"language":"en","primary_location":{"id":"mag:2201976548","doi":"https://doi.org/10.25165/ijabe.v8i5.1492","is_oa":true,"landing_page_url":"https://www.cabdirect.org/cabdirect/abstract/20163053389","pdf_url":null,"source":{"id":"https://openalex.org/S2764726801","display_name":"International journal of agricultural and biological engineering","issn_l":"1934-6344","issn":["1934-6344","1934-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311918","host_organization_name":"Chinese Society of Agricultural Engineering","host_organization_lineage":["https://openalex.org/P4310311918"],"host_organization_lineage_names":["Chinese Society of Agricultural Engineering"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International journal of agricultural and biological engineering","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.cabdirect.org/cabdirect/abstract/20163053389","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100764220","display_name":"Wei Deng","orcid":"https://orcid.org/0000-0002-3922-3805","observed_orcids":["https://orcid.org/0000-0002-3922-3805"]},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Deng","raw_affiliation_strings":["The National Engineering Research Center for Information  Technology in Agriculture"],"raw_orcid":"https://orcid.org/0000-0002-3922-3805","affiliations":[{"raw_affiliation_string":"The National Engineering Research Center for Information  Technology in Agriculture","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006023502","display_name":"Yanbo Huang","orcid":"https://orcid.org/0000-0002-1409-8868","observed_orcids":["https://orcid.org/0000-0002-1409-8868"]},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]},{"id":"https://openalex.org/I1336096307","display_name":"United States Department of Agriculture","ror":"https://ror.org/01na82s61","country_code":"US","type":"government","lineage":["https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanbo Huang","raw_affiliation_strings":["2. United States Department of Agriculture, Agricultural Research Service, Crop Production #R##N#Systems Research Unit, Stoneville, Mississippi, USA;"],"raw_orcid":"https://orcid.org/0000-0002-1409-8868","affiliations":[{"raw_affiliation_string":"2. United States Department of Agriculture, Agricultural Research Service, Crop Production #R##N#Systems Research Unit, Stoneville, Mississippi, USA;","institution_ids":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604390","display_name":"Chunjiang Zhao","orcid":"https://orcid.org/0000-0002-1448-5091","observed_orcids":["https://orcid.org/0000-0002-1448-5091","https://orcid.org/0009-0006-6656-5540"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chunjiang Zhao","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1448-5091","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100765027","display_name":"Xiu Wang","orcid":"https://orcid.org/0000-0001-8349-8665","observed_orcids":["https://orcid.org/0000-0001-8349-8665"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiu Wang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8349-8665","affiliations":[]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1000,"currency":"USD","value_usd":1000},"apc_paid":{"value":1000,"currency":"USD","value_usd":1000},"fwci":0.7213,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74527873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"8","issue":"5","first_page":"65","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.44600000977516174,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.44600000977516174,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.32710000872612,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.12120000272989273,"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/hyperspectral-imaging","display_name":"hyperspectral imaging","score":0.9710000157356262},{"id":"https://openalex.org/keywords/weed-detection","display_name":"weed detection","score":0.746999979019165},{"id":"https://openalex.org/keywords/cabbage-seedlings","display_name":"cabbage seedlings","score":0.8930000066757202},{"id":"https://openalex.org/keywords/spectral-angle-mapper","display_name":"spectral angle mapper","score":0.8980000019073486},{"id":"https://openalex.org/keywords/spectral-classification","display_name":"spectral classification","score":0.550000011920929}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9557845592498779},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5328555107116699},{"id":"https://openalex.org/C158007255","wikidata":"https://www.wikidata.org/wiki/Q1055222","display_name":"Spectrum analyzer","level":2,"score":0.51424640417099},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.48507943749427795},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.44365668296813965},{"id":"https://openalex.org/C2775891814","wikidata":"https://www.wikidata.org/wiki/Q101879","display_name":"Weed","level":2,"score":0.4403942823410034},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4298016428947449},{"id":"https://openalex.org/C2776096895","wikidata":"https://www.wikidata.org/wiki/Q1385709","display_name":"Seedling","level":2,"score":0.41982170939445496},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.41053563356399536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3155662417411804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2843661904335022},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.1705624759197235},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16346174478530884},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.1219078004360199},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11933672428131104},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09947618842124939},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2201976548","doi":"https://doi.org/10.25165/ijabe.v8i5.1492","is_oa":true,"landing_page_url":"https://www.cabdirect.org/cabdirect/abstract/20163053389","pdf_url":null,"source":{"id":"https://openalex.org/S2764726801","display_name":"International journal of agricultural and biological engineering","issn_l":"1934-6344","issn":["1934-6344","1934-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311918","host_organization_name":"Chinese Society of Agricultural Engineering","host_organization_lineage":["https://openalex.org/P4310311918"],"host_organization_lineage_names":["Chinese Society of Agricultural Engineering"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International journal of agricultural and biological engineering","raw_type":null}],"best_oa_location":{"id":"mag:2201976548","doi":"https://doi.org/10.25165/ijabe.v8i5.1492","is_oa":true,"landing_page_url":"https://www.cabdirect.org/cabdirect/abstract/20163053389","pdf_url":null,"source":{"id":"https://openalex.org/S2764726801","display_name":"International journal of agricultural and biological engineering","issn_l":"1934-6344","issn":["1934-6344","1934-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311918","host_organization_name":"Chinese Society of Agricultural Engineering","host_organization_lineage":["https://openalex.org/P4310311918"],"host_organization_lineage_names":["Chinese Society of Agricultural Engineering"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International journal of agricultural and biological engineering","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.6875}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W201709213","https://openalex.org/W1977739898","https://openalex.org/W1984566145","https://openalex.org/W1998685830","https://openalex.org/W2026622556","https://openalex.org/W2031138951","https://openalex.org/W2050984089","https://openalex.org/W2062498813","https://openalex.org/W2064701282","https://openalex.org/W2071423370","https://openalex.org/W2080842508","https://openalex.org/W2081715923","https://openalex.org/W2086522252","https://openalex.org/W2150667263","https://openalex.org/W2186521599","https://openalex.org/W2302895981","https://openalex.org/W2325153621","https://openalex.org/W2359157598","https://openalex.org/W2362941675","https://openalex.org/W2498085456"],"related_works":["https://openalex.org/W2373532658","https://openalex.org/W2115037180","https://openalex.org/W3198602995","https://openalex.org/W1969539838","https://openalex.org/W2356532581","https://openalex.org/W3121969053","https://openalex.org/W2501733255","https://openalex.org/W1969055461","https://openalex.org/W3187026582","https://openalex.org/W4415648421"],"abstract_inverted_index":{"Target":[0],"detection":[1],"is":[2],"one":[3],"of":[4,46,49,62,91,117,187],"research":[5],"focuses":[6],"for":[7,41,59,141],"precision":[8],"chemical":[9],"application.":[10],"This":[12],"study":[13],"developed":[14],"a":[15],"method":[16],"to":[17,79,112,143],"identify":[18],"seedling":[19,188],"cabbages":[20,63,189],"and":[21,44,64,106,121,166,190],"weeds":[22,142,163,191],"using":[23,192],"hyperspectral":[24,168,193],"imaging.":[25,194],"In":[27,124,150],"processing":[28],"the":[29,47,51,68,74,81,85,92,97,114,118,126,132,135,147,152,157],"image":[30],"data":[31],"with":[32,101,156],"ENVI":[33],"software,":[34],"after":[35],"dimension":[36],"reduction,":[37,39],"noise":[38],"de-correlation":[40],"high-dimensional":[42],"data,":[43],"selection":[45],"region":[48],"interest,":[50],"SAM":[52,93,127,153],"(Spectral":[53],"Angle":[54],"Mapping)":[55],"model":[56,128,155],"was":[57,110],"built":[58],"automatic":[60],"identification":[61,116],"weeds.":[65],"With":[67],"HSI":[69,158],"(Hyper":[70],"Spectral":[71],"Imaging)":[72],"Analyzer,":[73],"training":[75],"pixels":[76],"were":[77],"used":[78],"calculate":[80],"average":[82],"spectrum":[83],"as":[84],"standard":[86],"spectrum.":[87],"The":[89],"parameters":[90],"model,":[94],"which":[95],"had":[96],"best":[98],"classification":[99,154],"results":[100],"3-point":[102],"smoothing,":[103],"zero-order":[104],"derivative,":[105],"6-degrees":[107],"spectral":[108],"angle,":[109],"determined":[111],"achieve":[113],"accurate":[115],"background,":[119],"weeds,":[120],"cabbages.":[122,148],"comparison,":[125],"can":[129],"completely":[130,161],"separate":[131],"plants":[133],"from":[134,146,164],"soil":[136],"background":[137,165],"but":[138],"not":[139],"perfect":[140],"be":[144],"separated":[145],"conclusion,":[151],"analyzer":[159],"could":[160],"distinguish":[162],"cabbages.\r\nKeywords:":[167],"imaging,":[169],"weed":[170],"identification,":[171],"cabbage,":[172],"seedlings\r\nDOI:":[173],"10.3965/j.ijabe.20150805.1492\r\n\r\nCitation:":[174],"Deng":[175],"W,":[176],"Huang":[177],"Y":[178],"B,":[179],"Zhao":[180],"C":[181],"J,":[182],"Wang":[183],"X.":[184],"Identification":[186],"Int":[196],"J":[197],"Agric":[198],"&":[199],"Biol":[200],"Eng,":[201],"2015;":[202],"8(5):":[203],"65\uff0d72.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
