{"id":"https://openalex.org/W2886674422","doi":"https://doi.org/10.3390/rs10081206","title":"Three-Dimensional Reconstruction of Soybean Canopies Using Multisource Imaging for Phenotyping Analysis","display_name":"Three-Dimensional Reconstruction of Soybean Canopies Using Multisource Imaging for Phenotyping Analysis","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2886674422","doi":"https://doi.org/10.3390/rs10081206","mag":"2886674422"},"language":"en","primary_location":{"id":"doi:10.3390/rs10081206","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10081206","pdf_url":"https://www.mdpi.com/2072-4292/10/8/1206/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/10/8/1206/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102225696","display_name":"Haiou Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124184","display_name":"Heilongjiang Bayi Agricultural University","ror":"https://ror.org/030jxf285","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210124184"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiou Guan","raw_affiliation_strings":["College of Electrical and Information, Heilongjiang Bayi Agricultural University, DaQing 163319, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information, Heilongjiang Bayi Agricultural University, DaQing 163319, China","institution_ids":["https://openalex.org/I4210124184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000562385","display_name":"Meng Liu","orcid":"https://orcid.org/0000-0002-1962-9154"},"institutions":[{"id":"https://openalex.org/I4210124184","display_name":"Heilongjiang Bayi Agricultural University","ror":"https://ror.org/030jxf285","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210124184"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Liu","raw_affiliation_strings":["College of Electrical and Information, Heilongjiang Bayi Agricultural University, DaQing 163319, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information, Heilongjiang Bayi Agricultural University, DaQing 163319, China","institution_ids":["https://openalex.org/I4210124184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037249913","display_name":"Xiaodan Ma","orcid":"https://orcid.org/0000-0002-7001-7620"},"institutions":[{"id":"https://openalex.org/I4210124184","display_name":"Heilongjiang Bayi Agricultural University","ror":"https://ror.org/030jxf285","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210124184"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaodan Ma","raw_affiliation_strings":["College of Electrical and Information, Heilongjiang Bayi Agricultural University, DaQing 163319, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information, Heilongjiang Bayi Agricultural University, DaQing 163319, China","institution_ids":["https://openalex.org/I4210124184"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065101333","display_name":"Song Yu","orcid":"https://orcid.org/0009-0006-8376-7371"},"institutions":[{"id":"https://openalex.org/I4210124184","display_name":"Heilongjiang Bayi Agricultural University","ror":"https://ror.org/030jxf285","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210124184"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Yu","raw_affiliation_strings":["College of Agronomy, Heilongjiang Bayi Agricultural University, DaQing 163319, China"],"affiliations":[{"raw_affiliation_string":"College of Agronomy, Heilongjiang Bayi Agricultural University, DaQing 163319, China","institution_ids":["https://openalex.org/I4210124184"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037249913"],"corresponding_institution_ids":["https://openalex.org/I4210124184"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.5435,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.89176147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"8","first_page":"1206","last_page":"1206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9993000030517578,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9991000294685364,"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/T11796","display_name":"Horticultural and Viticultural Research","score":0.9962999820709229,"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/point-cloud","display_name":"Point cloud","score":0.685264527797699},{"id":"https://openalex.org/keywords/3d-reconstruction","display_name":"3D reconstruction","score":0.6043213605880737},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.5269128680229187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4760027825832367},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.456657737493515},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4509163498878479},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4301917552947998},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3500719666481018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3407657742500305},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14756885170936584},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.144801527261734},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11488509178161621}],"concepts":[{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.685264527797699},{"id":"https://openalex.org/C109950114","wikidata":"https://www.wikidata.org/wiki/Q4464732","display_name":"3D reconstruction","level":2,"score":0.6043213605880737},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5269128680229187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4760027825832367},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.456657737493515},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4509163498878479},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4301917552947998},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3500719666481018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3407657742500305},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14756885170936584},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.144801527261734},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11488509178161621}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs10081206","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10081206","pdf_url":"https://www.mdpi.com/2072-4292/10/8/1206/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c87e34a48e8a4ea995658d4a0e37189d","is_oa":true,"landing_page_url":"https://doaj.org/article/c87e34a48e8a4ea995658d4a0e37189d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 10, Iss 8, p 1206 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/8/1206/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10081206","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":"Remote Sensing; Volume 10; Issue 8; Pages: 1206","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs10081206","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10081206","pdf_url":"https://www.mdpi.com/2072-4292/10/8/1206/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1468487924","display_name":null,"funder_award_id":"201806","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2082826544","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2239353313","display_name":null,"funder_award_id":"2016M601464","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2476221792","display_name":null,"funder_award_id":"Heilongjiang","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4148739412","display_name":null,"funder_award_id":"201603","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4399532171","display_name":null,"funder_award_id":"201806","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4982810149","display_name":null,"funder_award_id":"QC2016031","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G5412731751","display_name":null,"funder_award_id":"31601220","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6901417881","display_name":null,"funder_award_id":"C201806","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7274746919","display_name":null,"funder_award_id":"2016031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7608752429","display_name":null,"funder_award_id":"Talent","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8389181688","display_name":null,"funder_award_id":"2016M591559","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"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"},{"id":"https://openalex.org/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null},{"id":"https://openalex.org/F4320325404","display_name":"Heilongjiang Bayi Agricultural University","ror":"https://ror.org/030jxf285"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2886674422.pdf","grobid_xml":"https://content.openalex.org/works/W2886674422.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1976478513","https://openalex.org/W1998686312","https://openalex.org/W2006976511","https://openalex.org/W2029575047","https://openalex.org/W2056084852","https://openalex.org/W2058111307","https://openalex.org/W2060224812","https://openalex.org/W2067877300","https://openalex.org/W2086330580","https://openalex.org/W2094599607","https://openalex.org/W2101020813","https://openalex.org/W2114937946","https://openalex.org/W2120202249","https://openalex.org/W2129843674","https://openalex.org/W2138696814","https://openalex.org/W2142599144","https://openalex.org/W2157150618","https://openalex.org/W2161558103","https://openalex.org/W2167781624","https://openalex.org/W2199470297","https://openalex.org/W2261664644","https://openalex.org/W2286267957","https://openalex.org/W2314379296","https://openalex.org/W2316992525","https://openalex.org/W2357041139","https://openalex.org/W2411237100","https://openalex.org/W2468027459","https://openalex.org/W2474462684","https://openalex.org/W2518904328","https://openalex.org/W2534741754","https://openalex.org/W2550910306","https://openalex.org/W2556719741","https://openalex.org/W2592725840","https://openalex.org/W2604496315","https://openalex.org/W2606008064","https://openalex.org/W2625198283","https://openalex.org/W2747852625","https://openalex.org/W2792286873","https://openalex.org/W2792783324","https://openalex.org/W2792951655","https://openalex.org/W2794095636","https://openalex.org/W6672350183","https://openalex.org/W6679308250","https://openalex.org/W6699119298","https://openalex.org/W6719465607"],"related_works":["https://openalex.org/W2347729776","https://openalex.org/W2081457971","https://openalex.org/W2028659695","https://openalex.org/W1975632186","https://openalex.org/W2072749356","https://openalex.org/W3027745756","https://openalex.org/W2368534456","https://openalex.org/W2980582925","https://openalex.org/W2922069956","https://openalex.org/W4391047701"],"abstract_inverted_index":{"Geometric":[0],"three-dimensional":[1],"(3D)":[2],"reconstruction":[3,30,83,139],"has":[4,34],"emerged":[5],"as":[6,38,157,256],"a":[7,51,60,65,81,85,96,141,184,197,214,225,257],"powerful":[8],"tool":[9],"for":[10,28,75,136,190,201,218,229,262,267],"plant":[11,14,76,87,143,158,263],"phenotyping":[12,77],"and":[13,54,64,72,122,148,160,196,224,259,265,269,276],"breeding.":[15],"Although":[16],"laser":[17],"scanning":[18],"is":[19],"one":[20],"of":[21,59,84,100,140,168,188,193,199,204,216,221,227,232],"the":[22,39,48,113,133,137,146,161,166,179,191,202,209,219,230,237,247],"most":[23],"intensely":[24],"used":[25,107,130,255],"sensing":[26],"techniques":[27],"3D":[29,82,115,138,243],"projects,":[31],"it":[32],"still":[33],"many":[35],"limitations,":[36,46],"such":[37,45,156],"high":[40],"investment":[41],"cost.":[42],"To":[43,92],"overcome":[44],"in":[47,250],"present":[49],"study,":[50],"low-cost,":[52],"novel,":[53],"efficient":[55],"imaging":[56,244],"system":[57],"consisting":[58],"red-green-blue":[61],"(RGB)":[62],"camera":[63],"photonic":[66],"mixer":[67],"detector":[68],"(PMD)":[69],"was":[70,78,106],"developed,":[71],"its":[73],"usability":[74],"demonstrated":[79],"via":[80],"soybean":[86,94,142,194,205,222,233],"that":[88,174,240],"contains":[89],"color":[90],"information.":[91],"reconstruct":[93],"canopies,":[95],"density-based":[97],"spatial":[98],"clustering":[99],"applications":[101,271],"with":[102,176],"noise":[103],"(DBSCAN)":[104],"algorithm":[105],"to":[108,131],"extract":[109],"canopy":[110,206,234],"information":[111],"from":[112,144],"raw":[114],"point":[116,125],"cloud.":[117],"Principal":[118],"component":[119],"analysis":[120],"(PCA)":[121],"iterative":[123],"closest":[124],"(ICP)":[126],"algorithms":[127,248],"were":[128],"then":[129,152],"register":[132],"multisource":[134],"images":[135],"both":[145,273],"side":[147,180],"top":[149,210],"views.":[150],"We":[151],"assessed":[153],"phenotypic":[154],"traits":[155],"height":[159,195,223],"greenness":[162,207],"index":[163],"based":[164],"on":[165],"deviations":[167],"test":[169],"samples.":[170],"The":[171],"results":[172,238],"showed":[173],"compared":[175],"manual":[177],"measurements,":[178],"view-based":[181,211],"assessments":[182],"yielded":[183,213],"determination":[185],"coefficient":[186],"(R2)":[187],"0.9890":[189],"estimation":[192,203,220,231],"R2":[198,215,226],"0.6059":[200],"index;":[208],"assessment":[212],"0.9936":[217],"0.8864":[228],"greenness.":[235],"Together,":[236],"indicated":[239],"an":[241],"assembled":[242],"device":[245],"applying":[246],"developed":[249],"this":[251],"study":[252],"could":[253],"be":[254],"reliable":[258],"robust":[260],"platform":[261],"phenotyping,":[264],"potentially":[266],"automated":[268],"high-throughput":[270],"under":[272],"natural":[274],"light":[275],"indoor":[277],"conditions.":[278]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2018-08-22T00:00:00"}
