{"id":"https://openalex.org/W4384163874","doi":"https://doi.org/10.1016/j.compag.2023.108029","title":"Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods","display_name":"Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods","publication_year":2023,"publication_date":"2023-07-13","ids":{"openalex":"https://openalex.org/W4384163874","doi":"https://doi.org/10.1016/j.compag.2023.108029"},"language":"en","primary_location":{"id":"doi:10.1016/j.compag.2023.108029","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compag.2023.108029","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electronics in Agriculture","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.compag.2023.108029","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103171890","display_name":"Mingchao Shao","orcid":"https://orcid.org/0000-0003-2619-4272"},"institutions":[{"id":"https://openalex.org/I4210158190","display_name":"Institute of Crop Sciences","ror":"https://ror.org/051abs833","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210158190"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingchao Shao","raw_affiliation_strings":["Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","institution_ids":["https://openalex.org/I4210158190","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029159856","display_name":"Chenwei Nie","orcid":"https://orcid.org/0000-0002-0090-673X"},"institutions":[{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210158190","display_name":"Institute of Crop Sciences","ror":"https://ror.org/051abs833","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210158190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenwei Nie","raw_affiliation_strings":["Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","institution_ids":["https://openalex.org/I4210158190","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101664062","display_name":"Aijun Zhang","orcid":"https://orcid.org/0000-0003-2879-9961"},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aijun Zhang","raw_affiliation_strings":["National Engineering Research Center for Agriculture Northern Mountainous Areas, Agricultural University of Hebei, Baoding, Hebei 071000, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Agriculture Northern Mountainous Areas, Agricultural University of Hebei, Baoding, Hebei 071000, China","institution_ids":["https://openalex.org/I108160477"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070134412","display_name":"Liangsheng Shi","orcid":"https://orcid.org/0000-0003-0446-0488"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangsheng Shi","raw_affiliation_strings":["State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082480209","display_name":"Yuanyuan Zha","orcid":"https://orcid.org/0000-0003-4323-0730"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Zha","raw_affiliation_strings":["State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100565222","display_name":"Honggen Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158190","display_name":"Institute of Crop Sciences","ror":"https://ror.org/051abs833","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210158190"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honggen Xu","raw_affiliation_strings":["Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","institution_ids":["https://openalex.org/I4210158190","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058391205","display_name":"Hongye Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210158190","display_name":"Institute of Crop Sciences","ror":"https://ror.org/051abs833","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210158190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongye Yang","raw_affiliation_strings":["Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","institution_ids":["https://openalex.org/I4210158190","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066838824","display_name":"Xun Yu","orcid":"https://orcid.org/0000-0002-1780-7711"},"institutions":[{"id":"https://openalex.org/I4210158190","display_name":"Institute of Crop Sciences","ror":"https://ror.org/051abs833","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210158190"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Yu","raw_affiliation_strings":["Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China"],"affiliations":[{"raw_affiliation_string":"Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","institution_ids":["https://openalex.org/I4210158190","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032379924","display_name":"Yi Bai","orcid":"https://orcid.org/0000-0001-7984-1555"},"institutions":[{"id":"https://openalex.org/I4210158190","display_name":"Institute of Crop Sciences","ror":"https://ror.org/051abs833","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210158190"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Bai","raw_affiliation_strings":["Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China"],"affiliations":[{"raw_affiliation_string":"Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","institution_ids":["https://openalex.org/I4210158190","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103251275","display_name":"Shuaibing Liu","orcid":"https://orcid.org/0000-0003-1577-1310"},"institutions":[{"id":"https://openalex.org/I4210158190","display_name":"Institute of Crop Sciences","ror":"https://ror.org/051abs833","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210158190"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaibing Liu","raw_affiliation_strings":["Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China"],"affiliations":[{"raw_affiliation_string":"Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","institution_ids":["https://openalex.org/I4210158190","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086450404","display_name":"Minghan Cheng","orcid":"https://orcid.org/0000-0002-4773-5325"},"institutions":[{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210158190","display_name":"Institute of Crop Sciences","ror":"https://ror.org/051abs833","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210158190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghan Cheng","raw_affiliation_strings":["Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China"],"affiliations":[{"raw_affiliation_string":"Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","institution_ids":["https://openalex.org/I4210158190","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702153","display_name":"Tao Lin","orcid":"https://orcid.org/0000-0001-9721-5363"},"institutions":[{"id":"https://openalex.org/I4210116117","display_name":"Xinjiang Academy of Agricultural Sciences","ror":"https://ror.org/023cbka75","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210116117"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Lin","raw_affiliation_strings":["Institute of Cash Crops Research, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China"],"affiliations":[{"raw_affiliation_string":"Institute of Cash Crops Research, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China","institution_ids":["https://openalex.org/I4210116117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004387898","display_name":"Ningbo Cui","orcid":"https://orcid.org/0000-0002-9437-7284"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningbo Cui","raw_affiliation_strings":["Laboratory of Hydraulics and Mountain River Engineering & College of Water Resource and Hydropower, Sichuan University, 610065 Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Laboratory of Hydraulics and Mountain River Engineering & College of Water Resource and Hydropower, Sichuan University, 610065 Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102378365","display_name":"Wenbin Wu","orcid":"https://orcid.org/0000-0002-7140-4411"},"institutions":[{"id":"https://openalex.org/I4210108914","display_name":"Institute of Agricultural Resources and Regional Planning","ror":"https://ror.org/01nrzdp21","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210108914","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenbin Wu","raw_affiliation_strings":["Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, 100081 Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, 100081 Beijing, China","institution_ids":["https://openalex.org/I4210108914","https://openalex.org/I4210138501"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045905103","display_name":"Xiuliang Jin","orcid":"https://orcid.org/0000-0002-6769-214X"},"institutions":[{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210158190","display_name":"Institute of Crop Sciences","ror":"https://ror.org/051abs833","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210158190"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiuliang Jin","raw_affiliation_strings":["Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081, China","institution_ids":["https://openalex.org/I4210158190","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, 572024 Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5045905103","https://openalex.org/A5102378365"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210108914","https://openalex.org/I4210138501","https://openalex.org/I4210149102","https://openalex.org/I4210158190"],"apc_list":{"value":3680,"currency":"USD","value_usd":3680},"apc_paid":{"value":3680,"currency":"USD","value_usd":3680},"fwci":6.902,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.97302672,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"211","issue":null,"first_page":"108029","last_page":"108029"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991999864578247,"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.989799976348877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.7995004653930664},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.6223080158233643},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5357728600502014},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.535590648651123},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.485624223947525},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4705874025821686},{"id":"https://openalex.org/keywords/multispectral-pattern-recognition","display_name":"Multispectral pattern recognition","score":0.45864516496658325},{"id":"https://openalex.org/keywords/growing-season","display_name":"Growing season","score":0.42880979180336},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21216824650764465},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.12374338507652283}],"concepts":[{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.7995004653930664},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.6223080158233643},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5357728600502014},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.535590648651123},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.485624223947525},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4705874025821686},{"id":"https://openalex.org/C104541649","wikidata":"https://www.wikidata.org/wiki/Q6935090","display_name":"Multispectral pattern recognition","level":3,"score":0.45864516496658325},{"id":"https://openalex.org/C137660486","wikidata":"https://www.wikidata.org/wiki/Q732240","display_name":"Growing season","level":2,"score":0.42880979180336},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21216824650764465},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.12374338507652283},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compag.2023.108029","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compag.2023.108029","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electronics in Agriculture","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.compag.2023.108029","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compag.2023.108029","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electronics in Agriculture","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W248389711","https://openalex.org/W1518917059","https://openalex.org/W1901129140","https://openalex.org/W1964217023","https://openalex.org/W1985555755","https://openalex.org/W1986072339","https://openalex.org/W1998041414","https://openalex.org/W1998842586","https://openalex.org/W2000102737","https://openalex.org/W2012686349","https://openalex.org/W2029567272","https://openalex.org/W2034101793","https://openalex.org/W2047451291","https://openalex.org/W2056352756","https://openalex.org/W2063435280","https://openalex.org/W2063623478","https://openalex.org/W2084236720","https://openalex.org/W2089441588","https://openalex.org/W2093559789","https://openalex.org/W2107167209","https://openalex.org/W2108806738","https://openalex.org/W2109006150","https://openalex.org/W2111947859","https://openalex.org/W2113410727","https://openalex.org/W2116635928","https://openalex.org/W2128438912","https://openalex.org/W2151880387","https://openalex.org/W2161815745","https://openalex.org/W2194775991","https://openalex.org/W2345408812","https://openalex.org/W2603821060","https://openalex.org/W2795121812","https://openalex.org/W2804860796","https://openalex.org/W2896757020","https://openalex.org/W2904765917","https://openalex.org/W2963163009","https://openalex.org/W2964052062","https://openalex.org/W2981110544","https://openalex.org/W2990259822","https://openalex.org/W2997248273","https://openalex.org/W3001402238","https://openalex.org/W3014849578","https://openalex.org/W3049275713","https://openalex.org/W3116229078","https://openalex.org/W3123066429","https://openalex.org/W3133788218","https://openalex.org/W3135723269","https://openalex.org/W3165302613","https://openalex.org/W3166722034","https://openalex.org/W3167673713","https://openalex.org/W3167971429","https://openalex.org/W3176348235","https://openalex.org/W3185391681","https://openalex.org/W3198530152","https://openalex.org/W4286299948","https://openalex.org/W4303684467","https://openalex.org/W4310135829","https://openalex.org/W6674031095","https://openalex.org/W6690650511","https://openalex.org/W6775884180","https://openalex.org/W6781824123","https://openalex.org/W6791189685","https://openalex.org/W6795821520","https://openalex.org/W6797306834"],"related_works":["https://openalex.org/W2377212262","https://openalex.org/W4327748155","https://openalex.org/W2955967599","https://openalex.org/W2549050738","https://openalex.org/W4387208895","https://openalex.org/W2128126485","https://openalex.org/W1995889410","https://openalex.org/W2388815296","https://openalex.org/W4382563209","https://openalex.org/W2124952510"],"abstract_inverted_index":{"A":[0],"reliable":[1],"method":[2,197,201,228],"to":[3,31,87,96,158,211],"estimate":[4,32,212],"the":[5,23,57,63,70,99,110,116,121,154,159,166,174,180,187,193,203,213,226,230,242],"leaf":[6],"area":[7],"index":[8,170],"(LAI)":[9],"in":[10,182],"a":[11],"field":[12],"environment":[13],"is":[14],"crucial":[15,237],"for":[16,240],"precise":[17],"monitoring":[18,241],"of":[19,59,69,72,101,156,189,232,244],"crop-growth":[20],"status.":[21],"Currently,":[22],"crop":[24],"canopy":[25,41,175],"information":[26],"has":[27,51],"been":[28],"widely":[29],"used":[30,82],"LAI":[33,60,93,104,190,214,233,243],"using":[34,120,192,207],"remote":[35],"sensing":[36],"methods.":[37],"Many":[38],"studies":[39],"regard":[40],"tassels":[42,55,91,114,157,162,181],"and":[43,66,95,146],"leaves":[44],"as":[45],"integrated":[46],"objects,":[47],"no":[48],"systematic":[49],"study":[50,81],"yet":[52],"investigated":[53],"how":[54,89,98],"affect":[56,92,165],"accuracy":[58,65,118,142,188,205,231],"estimates.":[61,105],"Moreover,":[62,178],"estimation":[64,200],"generalization":[67],"ability":[68],"number":[71,100],"selected":[73],"vegetation":[74,160,169,209],"indices":[75,210],"was":[76,144],"seldom":[77],"evaluated.":[78],"Therefore,":[79],"this":[80],"deep":[83],"learning":[84],"segmentation":[85,113,141],"methods":[86],"quantify":[88],"maize":[90],"estimates":[94,191],"evaluate":[97],"variables":[102],"affects":[103],"The":[106,140,199],"results":[107],"showed":[108],"that":[109],"multispectral":[111],"dataset":[112],"had":[115],"highest":[117,204],"when":[119,206],"VGG-encoded":[122],"U-Net":[123],"model":[124],"(class":[125],"pixel":[126],"accuracy,":[127],"CPA":[128],"=":[129,137,216,219,222],"89.53":[130],"%;":[131],"mean":[132],"intersection":[133],"over":[134],"union,":[135],"MIoU":[136],"85.97":[138],"%).":[139,224],"first":[143],"increased":[145],"then":[147],"decreased":[148],"with":[149],"tassel":[150],"growth.":[151],"By":[152],"quantifying":[153],"contribution":[155],"index,":[161],"most":[163],"strongly":[164],"modified":[167],"nonlinear":[168],"(MNLI)":[171],"constructed":[172],"from":[173],"spectral":[176],"information.":[177],"removing":[179],"images":[183],"could":[184],"significantly":[185],"improve":[186],"gradient-boosting":[194],"decision":[195],"tree":[196],"(GBDT).":[198],"obtained":[202],"nine":[208],"(R2":[215],"0.816,":[217],"RMSE":[218],"0.399,":[220],"rRMSE":[221],"7.4":[223],"Overall,":[225],"proposed":[227],"improves":[229],"estimates,":[234],"which":[235],"provides":[236],"technical":[238],"support":[239],"maize.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}
