{"id":"https://openalex.org/W2759657926","doi":"https://doi.org/10.1145/3121138.3121180","title":"The Quick Prediction of Chlorophyll on Living Pepper Canopy with Different Nitrogen Treatment Based on Hyper-Spectral Image","display_name":"The Quick Prediction of Chlorophyll on Living Pepper Canopy with Different Nitrogen Treatment Based on Hyper-Spectral Image","publication_year":2017,"publication_date":"2017-06-22","ids":{"openalex":"https://openalex.org/W2759657926","doi":"https://doi.org/10.1145/3121138.3121180","mag":"2759657926"},"language":"en","primary_location":{"id":"doi:10.1145/3121138.3121180","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3121138.3121180","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Bioinformatics and Biomedical Science","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100318838","display_name":"Yang Yan","orcid":"https://orcid.org/0000-0002-0510-0997"},"institutions":[{"id":"https://openalex.org/I4210151929","display_name":"Nanning Normal University","ror":"https://ror.org/04dx82x73","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210151929"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Yang","raw_affiliation_strings":["Guangxi Teacher Education University, Nanning"],"affiliations":[{"raw_affiliation_string":"Guangxi Teacher Education University, Nanning","institution_ids":["https://openalex.org/I4210151929"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100318838"],"corresponding_institution_ids":["https://openalex.org/I4210151929"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12258281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"90","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.996999979019165,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing 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":0.9697999954223633,"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/canopy","display_name":"Canopy","score":0.8299183249473572},{"id":"https://openalex.org/keywords/pepper","display_name":"Pepper","score":0.7568551301956177},{"id":"https://openalex.org/keywords/chlorophyll","display_name":"Chlorophyll","score":0.6594783663749695},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5481746792793274},{"id":"https://openalex.org/keywords/nitrogen","display_name":"Nitrogen","score":0.5241113901138306},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5191149711608887},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5106382966041565},{"id":"https://openalex.org/keywords/chlorophyll-a","display_name":"Chlorophyll a","score":0.473045289516449},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3879375755786896},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.32176899909973145},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.2967921793460846},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.25331297516822815},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.16779157519340515},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1120990514755249},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09663650393486023},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09363365173339844}],"concepts":[{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.8299183249473572},{"id":"https://openalex.org/C2776242653","wikidata":"https://www.wikidata.org/wiki/Q22907699","display_name":"Pepper","level":2,"score":0.7568551301956177},{"id":"https://openalex.org/C2776373379","wikidata":"https://www.wikidata.org/wiki/Q43177","display_name":"Chlorophyll","level":2,"score":0.6594783663749695},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5481746792793274},{"id":"https://openalex.org/C537208039","wikidata":"https://www.wikidata.org/wiki/Q627","display_name":"Nitrogen","level":2,"score":0.5241113901138306},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5191149711608887},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5106382966041565},{"id":"https://openalex.org/C2778902199","wikidata":"https://www.wikidata.org/wiki/Q133878","display_name":"Chlorophyll a","level":2,"score":0.473045289516449},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3879375755786896},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.32176899909973145},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.2967921793460846},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.25331297516822815},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.16779157519340515},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1120990514755249},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09663650393486023},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09363365173339844},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3121138.3121180","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3121138.3121180","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Bioinformatics and Biomedical Science","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W45362603","https://openalex.org/W1485846902","https://openalex.org/W1979704339","https://openalex.org/W1989165338","https://openalex.org/W1989295284","https://openalex.org/W2015596806","https://openalex.org/W2051096725","https://openalex.org/W2071128523","https://openalex.org/W2087883561","https://openalex.org/W2149771065","https://openalex.org/W2154028666","https://openalex.org/W2213061896","https://openalex.org/W2218952075","https://openalex.org/W2220179545","https://openalex.org/W2272738568","https://openalex.org/W2525697011","https://openalex.org/W2549024254","https://openalex.org/W2563507647","https://openalex.org/W2579725814"],"related_works":["https://openalex.org/W1990673797","https://openalex.org/W2080576420","https://openalex.org/W1986726753","https://openalex.org/W2884149811","https://openalex.org/W2335740507","https://openalex.org/W2064136040","https://openalex.org/W2372987205","https://openalex.org/W2137665082","https://openalex.org/W1989719542","https://openalex.org/W2538505525"],"abstract_inverted_index":{"The":[0,38,59,126,136],"value":[1],"of":[2,12,23,49,72,169,179],"chlorophyll":[3,50,86,123,168,180],"can":[4,18],"be":[5],"used":[6],"to":[7,68,84,121],"reflect":[8],"the":[9,20,46,77,80,93,99,133,170,177],"nitrogen":[10,57],"nutrition":[11],"plant.":[13],"By":[14],"monitoring":[15],"chlorophyll,":[16],"we":[17,111,165],"master":[19],"growth":[21],"condition":[22],"plant":[24,174],"in":[25,63],"time":[26],"and":[27,153,175],"accordingly":[28],"adjust":[29],"fertilization":[30],"stratagem,":[31],"which":[32,44],"will":[33],"made":[34],"cultivation":[35],"more":[36],"efficient.":[37],"paper":[39],"presents":[40],"an":[41],"innovative":[42],"approach,":[43],"implement":[45],"quick":[47],"prediction":[48,100,124,161],"on":[51,79,181],"living":[52,73],"pepper":[53,74,173],"canopy":[54,81],"with":[55,88,96,102,117,143,154],"different":[56,113,118],"treatment.":[58],"hyper-spectral":[60,70],"image":[61],"system":[62],"range":[64],"(400nm-1100nm)":[65],"was":[66],"applied":[67],"attain":[69],"images":[71],"canopy,":[75],"meanwhile,":[76],"leaves":[78],"were":[82],"sampled":[83,92],"test":[85],"concentration":[87],"biochemical":[89],"method.":[90],"We":[91],"calibration":[94,151],"sets":[95,101],"150":[97],"samples,":[98],"39":[103],"samples.":[104],"After":[105],"extracting":[106],"spectrums":[107],"from":[108],"sample":[109],"images,":[110],"combined":[112],"spectrum":[114],"pre-processing":[115],"methods":[116],"modeling":[119],"algorithms":[120],"construct":[122],"model.":[125],"results":[127],"showed":[128],"that":[129],"OSC-SVMR":[130,137],"could":[131],"produce":[132],"best":[134],"prediction.":[135],"model":[138],"yielded":[139],"a":[140],"reasonable":[141],"accuracy":[142],"RC=":[144],"0.81,":[145],"RMSEC":[146],"=":[147,157],"0.196":[148],"mg/g":[149,159],"for":[150,160],"data":[152],"RP=0.80,":[155],"RESEP":[156],"0.237":[158],"data.":[162],"At":[163],"last,":[164],"also":[166],"predicted":[167],"whole":[171],"new":[172],"visualized":[176],"distribution":[178],"canopy.":[182]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
