{"id":"https://openalex.org/W3048588337","doi":"https://doi.org/10.3390/rs12162564","title":"Estimation of Canopy Biomass Components in Paddy Rice from Combined Optical and SAR Data Using Multi-Target Gaussian Regressor Stacking","display_name":"Estimation of Canopy Biomass Components in Paddy Rice from Combined Optical and SAR Data Using Multi-Target Gaussian Regressor Stacking","publication_year":2020,"publication_date":"2020-08-09","ids":{"openalex":"https://openalex.org/W3048588337","doi":"https://doi.org/10.3390/rs12162564","mag":"3048588337"},"language":"en","primary_location":{"id":"doi:10.3390/rs12162564","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12162564","pdf_url":"https://www.mdpi.com/2072-4292/12/16/2564/pdf?version=1596973886","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/2072-4292/12/16/2564/pdf?version=1596973886","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088847493","display_name":"Yeshanbele Alebele","orcid":null},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yeshanbele Alebele","raw_affiliation_strings":["National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101532211","display_name":"Xue Zhang","orcid":"https://orcid.org/0000-0003-0815-2407"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Zhang","raw_affiliation_strings":["National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115592855","display_name":"Wenhui Wang","orcid":"https://orcid.org/0000-0003-2263-9633"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhui Wang","raw_affiliation_strings":["National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055969474","display_name":"Gaoxiang Yang","orcid":"https://orcid.org/0009-0005-6797-2968"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaoxiang Yang","raw_affiliation_strings":["National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635496","display_name":"Xia Yao","orcid":"https://orcid.org/0000-0002-1093-1736"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Yao","raw_affiliation_strings":["Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing 210095, China","National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing 210095, China","institution_ids":[]},{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104267311","display_name":"Hengbiao Zheng","orcid":"https://orcid.org/0009-0008-4778-0450"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengbiao Zheng","raw_affiliation_strings":["National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434309","display_name":"Yan Zhu","orcid":"https://orcid.org/0000-0002-1884-2404"},"institutions":[{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]},{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhu","raw_affiliation_strings":["Jiangsu Collaborative Innovation Center for the Technology and Application of Internet of Things, Nanjing 210023, China","National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center for the Technology and Application of Internet of Things, Nanjing 210023, China","institution_ids":["https://openalex.org/I4210141657"]},{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017022122","display_name":"Weixing Cao","orcid":"https://orcid.org/0000-0003-2622-7986"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixing Cao","raw_affiliation_strings":["National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100613252","display_name":"Tao Cheng","orcid":"https://orcid.org/0000-0002-4184-0730"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Cheng","raw_affiliation_strings":["Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing 210095, China","National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing 210095, China","institution_ids":[]},{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture (NETCIA), MARA Key Laboratory of Crop System Analysis and Decision Making, MOE Engineering Research Center of Smart Agriculture, Jiangsu Key Laboratory for Information Agriculture, Institute of Smart Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100613252"],"corresponding_institution_ids":["https://openalex.org/I119454577"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.1043,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.94173366,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"12","issue":"16","first_page":"2564","last_page":"2564"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9965999722480774,"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/T10616","display_name":"Smart Agriculture and AI","score":0.987500011920929,"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/biomass","display_name":"Biomass (ecology)","score":0.6548132300376892},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6530932188034058},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6377993822097778},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.48090577125549316},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.43787163496017456},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4245631992816925},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.4179884195327759},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.39463967084884644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38890334963798523},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.18047508597373962},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.13503625988960266},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10753396153450012}],"concepts":[{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.6548132300376892},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6530932188034058},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6377993822097778},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.48090577125549316},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.43787163496017456},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4245631992816925},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.4179884195327759},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.39463967084884644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38890334963798523},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.18047508597373962},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13503625988960266},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10753396153450012},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12162564","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12162564","pdf_url":"https://www.mdpi.com/2072-4292/12/16/2564/pdf?version=1596973886","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:66e5703c9dd642abbe212cf040dd490d","is_oa":true,"landing_page_url":"https://doaj.org/article/66e5703c9dd642abbe212cf040dd490d","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 12, Iss 16, p 2564 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/16/2564/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12162564","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 12; Issue 16; Pages: 2564","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12162564","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12162564","pdf_url":"https://www.mdpi.com/2072-4292/12/16/2564/pdf?version=1596973886","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/2","score":0.6700000166893005,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G1747821838","display_name":null,"funder_award_id":"41871259, 31725020","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/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3048588337.pdf","grobid_xml":"https://content.openalex.org/works/W3048588337.grobid-xml"},"referenced_works_count":86,"referenced_works":["https://openalex.org/W102058427","https://openalex.org/W643303129","https://openalex.org/W1502922572","https://openalex.org/W1662323679","https://openalex.org/W1826962995","https://openalex.org/W1964075343","https://openalex.org/W1967135612","https://openalex.org/W1976505356","https://openalex.org/W1985555755","https://openalex.org/W1986667913","https://openalex.org/W1986812364","https://openalex.org/W1987997875","https://openalex.org/W1996091271","https://openalex.org/W2000860904","https://openalex.org/W2001467506","https://openalex.org/W2003337584","https://openalex.org/W2016571835","https://openalex.org/W2021711669","https://openalex.org/W2029738218","https://openalex.org/W2032963712","https://openalex.org/W2035021121","https://openalex.org/W2036003376","https://openalex.org/W2041139590","https://openalex.org/W2058848462","https://openalex.org/W2060426168","https://openalex.org/W2062781596","https://openalex.org/W2062979841","https://openalex.org/W2067703153","https://openalex.org/W2077707413","https://openalex.org/W2087070363","https://openalex.org/W2096670339","https://openalex.org/W2097993678","https://openalex.org/W2113283209","https://openalex.org/W2119582019","https://openalex.org/W2122347864","https://openalex.org/W2130670721","https://openalex.org/W2139712007","https://openalex.org/W2141135204","https://openalex.org/W2142213787","https://openalex.org/W2145539952","https://openalex.org/W2152863443","https://openalex.org/W2157005989","https://openalex.org/W2167787089","https://openalex.org/W2167881994","https://openalex.org/W2171369471","https://openalex.org/W2313063557","https://openalex.org/W2364516510","https://openalex.org/W2400974733","https://openalex.org/W2487649765","https://openalex.org/W2566965661","https://openalex.org/W2598497520","https://openalex.org/W2768035654","https://openalex.org/W2771011869","https://openalex.org/W2795780933","https://openalex.org/W2810444994","https://openalex.org/W2883857478","https://openalex.org/W2887303328","https://openalex.org/W2890611227","https://openalex.org/W2896908315","https://openalex.org/W2900456038","https://openalex.org/W2900971935","https://openalex.org/W2901034041","https://openalex.org/W2903885536","https://openalex.org/W2914993640","https://openalex.org/W2922011595","https://openalex.org/W2928790886","https://openalex.org/W2943149585","https://openalex.org/W2947850171","https://openalex.org/W2950674916","https://openalex.org/W2959046283","https://openalex.org/W2964553263","https://openalex.org/W2974230642","https://openalex.org/W2978215673","https://openalex.org/W2984811207","https://openalex.org/W2985538322","https://openalex.org/W2989983865","https://openalex.org/W3023976802","https://openalex.org/W3102763855","https://openalex.org/W4211049957","https://openalex.org/W6650527254","https://openalex.org/W6655950472","https://openalex.org/W6665454454","https://openalex.org/W6731539496","https://openalex.org/W6760619781","https://openalex.org/W6762493413","https://openalex.org/W6776926233"],"related_works":["https://openalex.org/W2347729776","https://openalex.org/W2081457971","https://openalex.org/W2028659695","https://openalex.org/W2072749356","https://openalex.org/W2587804871","https://openalex.org/W2014400117","https://openalex.org/W4389236673","https://openalex.org/W2423785987","https://openalex.org/W4389056191","https://openalex.org/W4313890208"],"abstract_inverted_index":{"Crop":[0],"biomass":[1,25,55,92,127,152,197,270,274,402,458],"is":[2,64],"a":[3,132,141,165],"critical":[4],"variable":[5,443],"to":[6,115,119,150,176,194,234],"make":[7],"sound":[8],"decisions":[9],"about":[10],"field":[11],"crop":[12,19,24,32,54,72,447,465],"monitoring":[13,34,70],"activities":[14],"(fertilizers":[15],"and":[16,18,45,78,86,172,209,217,223,225,250,272,278,299,432,435],"irrigation)":[17],"productivity":[20],"forecasts.":[21],"More":[22],"importantly,":[23],"estimations":[26,97],"by":[27,183,201,264,320,429],"components":[28,153,459],"are":[29,427],"essential":[30],"for":[31,68,83,128,170,247,334,344,354,364,374,385,395,400,418,444,463],"growth":[33,466],"as":[35,140,159,245,325,352,416],"the":[36,43,95,124,160,177,184,188,196,248,259,281,295,308,321,355,424,440,454],"yield":[37],"formation":[38],"of":[39,47,53,65,71,76,98,107,126,168,180,190,198,258,268,285,456],"crops":[40,457],"results":[41,292,421],"from":[42,56,155,306,460],"accumulation":[44],"transportation":[46],"substances":[48],"between":[49],"different":[50],"organs.":[51],"Retrieval":[52],"synthetic":[57],"aperture":[58],"radar":[59],"SAR":[60,79,210,216,224,311,431],"or":[61,310,376],"optical":[62,77,207,218,226,309,433],"imagery":[63,80,118,157,434],"paramount":[66],"importance":[67],"in-season":[69],"growth.":[73],"A":[74],"combination":[75],"can":[81,146,173],"compensate":[82],"their":[84,236],"limitations":[85],"has":[87],"exhibited":[88,182],"comparative":[89],"advantages":[90],"in":[91,204,265,276,287],"estimation.":[93],"Notably,":[94],"joint":[96],"biophysical":[99],"parameters":[100],"might":[101],"be":[102,147,174],"more":[103],"accurate":[104],"than":[105,303,349,410],"that":[106,294,423],"an":[108],"individual":[109,129,199],"parameter.":[110],"Previous":[111],"studies":[112],"have":[113,231],"attempted":[114],"use":[116],"satellite":[117,156,461],"estimate":[120,151,195],"aboveground":[121,269],"biomass,":[122],"but":[123],"estimation":[125,237,260,455],"organs":[130,200],"remains":[131],"challenge.":[133],"Multi-target":[134],"Gaussian":[135,252],"process":[136,253],"regressor":[137],"stacking":[138],"(MGPRS),":[139],"new":[142],"machine":[143],"learning":[144],"method,":[145],"suitably":[148],"utilized":[149],"jointly":[154],"data,":[158],"model":[161],"does":[162],"not":[163],"require":[164],"large":[166],"amount":[167],"data":[169,312,462],"training":[171],"adjusted":[175],"required":[178],"degrees":[179],"relationship":[181],"given":[185],"data.":[186],"Thus,":[187],"aim":[189],"this":[191],"study":[192],"was":[193,262,318,347,403],"using":[202,323,350,405,411],"MGPRS":[203,249,322,356,436],"conjunction":[205],"with":[206,439],"(Sentinel-2A)":[208],"(Sentinel-1A)":[211],"imagery.":[212],"Two":[213],"hybrid":[214,240],"indices,":[215],"multiplication":[219],"vegetation":[220,228,241],"index":[221,229],"(SOMVI)":[222],"difference":[227],"(SODVI),":[230],"been":[232],"constructed":[233],"examine":[235],"performance.":[238],"The":[239,256,291,314,449],"indices":[242,297,426],"were":[243],"used":[244],"input":[246,326,353,417,442],"single-target":[251],"regression":[254],"(SGPR).":[255],"accuracy":[257,317,399],"methods":[261],"analyzed":[263],"situ":[266],"measurements":[267],"(AGB)":[271],"organ":[273],"conducted":[275],"2018":[277],"2019":[279],"over":[280],"paddy":[282],"rice":[283,446],"fields":[284],"Xinghua":[286],"Jiangsu":[288],"Province,":[289],"China.":[290],"showed":[293],"combined":[296,425],"(SOMVI":[298],"SODVI)":[300],"performed":[301],"better":[302],"those":[304],"derived":[305],"either":[307],"only.":[313],"best":[315],"predictive":[316],"achieved":[319,404],"SODVI":[324,412],"(r2":[327,357,378,407,413],"=":[328,331,338,341,358,361,368,371,379,382,389,392,408,414],"0.84,":[329],"RMSE":[330,340,360,370,381,391],"0.4":[332],"kg/m2":[333,343,363,373,384,394],"stem":[335,365,386],"biomass;":[336,366,387],"r2":[337,367,388],"0.87,":[339],"0.16":[342],"AGB).":[345,396],"This":[346],"higher":[348,398],"SOMVI":[351,406],"0.71,":[359,369],"1.12":[362],"0.56":[372],"AGB)":[375],"SGPR":[377,438],"0.63,":[380],"1.08":[383,393],"0.67,":[390],"Relatively,":[397],"leaf":[401],"0.83)":[409],"0.73)":[415],"MGPRS.":[419],"Our":[420],"demonstrate":[422],"effective":[428,464],"integrating":[430],"outperformed":[437],"same":[441],"estimating":[445],"biomass.":[448],"presented":[450],"workflow":[451],"will":[452],"improve":[453],"monitoring.":[467]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-08-18T00:00:00"}