{"id":"https://openalex.org/W3183350468","doi":"https://doi.org/10.3390/rs13152937","title":"Wheat Yield Prediction Based on Unmanned Aerial Vehicles-Collected Red\u2013Green\u2013Blue Imagery","display_name":"Wheat Yield Prediction Based on Unmanned Aerial Vehicles-Collected Red\u2013Green\u2013Blue Imagery","publication_year":2021,"publication_date":"2021-07-26","ids":{"openalex":"https://openalex.org/W3183350468","doi":"https://doi.org/10.3390/rs13152937","mag":"3183350468"},"language":"en","primary_location":{"id":"doi:10.3390/rs13152937","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13152937","pdf_url":"https://www.mdpi.com/2072-4292/13/15/2937/pdf?version=1627310698","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/2072-4292/13/15/2937/pdf?version=1627310698","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081833712","display_name":"Linglin Zeng","orcid":"https://orcid.org/0000-0002-6659-2702"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linglin Zeng","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054894717","display_name":"Guozhang Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozhang Peng","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081480445","display_name":"Ran Meng","orcid":"https://orcid.org/0000-0003-4756-9934"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ran Meng","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","Interdisciplinary Sciences Research Institute, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]},{"raw_affiliation_string":"Interdisciplinary Sciences Research Institute, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034510639","display_name":"Jianguo Man","orcid":"https://orcid.org/0000-0002-7398-4800"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianguo Man","raw_affiliation_strings":["National Key Laboratory of Crop Genetic Improvement, MARA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River, College of Plant Science & Technology, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Crop Genetic Improvement, MARA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River, College of Plant Science & Technology, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101579551","display_name":"Weibo Li","orcid":"https://orcid.org/0000-0002-0065-8166"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weibo Li","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","Guanxi Key Laboratory of Water Engineering Materials and Structures, Guanxi Institute of Water Resources Research, Nanning 530023, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]},{"raw_affiliation_string":"Guanxi Key Laboratory of Water Engineering Materials and Structures, Guanxi Institute of Water Resources Research, Nanning 530023, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112844720","display_name":"Binyuan Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binyuan Xu","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047941464","display_name":"Zhengang Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengang Lv","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031490442","display_name":"Rui Sun","orcid":"https://orcid.org/0000-0002-0865-5066"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Sun","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5081480445"],"corresponding_institution_ids":["https://openalex.org/I204823248"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":5.3954,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.96008564,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"15","first_page":"2937","last_page":"2937"},"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":0.9983000159263611,"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":0.9929999709129333,"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/rgb-color-model","display_name":"RGB color model","score":0.6203157305717468},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.5756615996360779},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.5718046426773071},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5642157196998596},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.5253875851631165},{"id":"https://openalex.org/keywords/chlorophyll","display_name":"Chlorophyll","score":0.45434826612472534},{"id":"https://openalex.org/keywords/nitrogen","display_name":"Nitrogen","score":0.44525957107543945},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4292739927768707},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.41640448570251465},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3657340705394745},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.26434242725372314},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.1867062747478485},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.1727854609489441},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.15101152658462524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.11565530300140381},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11199033260345459},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10818648338317871},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.09321919083595276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08740618824958801},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.078654944896698},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06330978870391846}],"concepts":[{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.6203157305717468},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5756615996360779},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.5718046426773071},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5642157196998596},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.5253875851631165},{"id":"https://openalex.org/C2776373379","wikidata":"https://www.wikidata.org/wiki/Q43177","display_name":"Chlorophyll","level":2,"score":0.45434826612472534},{"id":"https://openalex.org/C537208039","wikidata":"https://www.wikidata.org/wiki/Q627","display_name":"Nitrogen","level":2,"score":0.44525957107543945},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4292739927768707},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.41640448570251465},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3657340705394745},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.26434242725372314},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.1867062747478485},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.1727854609489441},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.15101152658462524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.11565530300140381},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11199033260345459},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10818648338317871},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.09321919083595276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08740618824958801},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.078654944896698},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06330978870391846},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13152937","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13152937","pdf_url":"https://www.mdpi.com/2072-4292/13/15/2937/pdf?version=1627310698","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:a13bc754946a4aa3b4b88b0747793fae","is_oa":true,"landing_page_url":"https://doaj.org/article/a13bc754946a4aa3b4b88b0747793fae","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 13, Iss 15, p 2937 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/15/2937/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13152937","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 13; Issue 15; Pages: 2937","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13152937","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13152937","pdf_url":"https://www.mdpi.com/2072-4292/13/15/2937/pdf?version=1627310698","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":[{"display_name":"Zero hunger","score":0.800000011920929,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G2279737546","display_name":null,"funder_award_id":"31601251","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2410142093","display_name":null,"funder_award_id":"2017YFC1502406-03","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3119057000","display_name":null,"funder_award_id":"41901353","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6903858648","display_name":null,"funder_award_id":"No. 2662019QD054; No.2662019PY057; 2662017QD038","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3183350468.pdf","grobid_xml":"https://content.openalex.org/works/W3183350468.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W585276788","https://openalex.org/W1234791596","https://openalex.org/W1971384206","https://openalex.org/W1973058708","https://openalex.org/W1980140622","https://openalex.org/W1983078406","https://openalex.org/W1986986307","https://openalex.org/W1991739869","https://openalex.org/W2009202065","https://openalex.org/W2053049411","https://openalex.org/W2056251274","https://openalex.org/W2057154121","https://openalex.org/W2059138966","https://openalex.org/W2059488281","https://openalex.org/W2063623478","https://openalex.org/W2065930762","https://openalex.org/W2067039847","https://openalex.org/W2071110539","https://openalex.org/W2076510829","https://openalex.org/W2087047858","https://openalex.org/W2094420085","https://openalex.org/W2094677081","https://openalex.org/W2112458566","https://openalex.org/W2123101917","https://openalex.org/W2128866545","https://openalex.org/W2129032375","https://openalex.org/W2132136187","https://openalex.org/W2136701119","https://openalex.org/W2145675077","https://openalex.org/W2148692968","https://openalex.org/W2153958436","https://openalex.org/W2161774355","https://openalex.org/W2163450852","https://openalex.org/W2166516660","https://openalex.org/W2167869331","https://openalex.org/W2200121095","https://openalex.org/W2316981866","https://openalex.org/W2320327248","https://openalex.org/W2406192270","https://openalex.org/W2462089075","https://openalex.org/W2505517402","https://openalex.org/W2513851811","https://openalex.org/W2518904328","https://openalex.org/W2646675373","https://openalex.org/W2728224506","https://openalex.org/W2751531175","https://openalex.org/W2765366036","https://openalex.org/W2767657507","https://openalex.org/W2767812726","https://openalex.org/W2791453805","https://openalex.org/W2791647133","https://openalex.org/W2796455819","https://openalex.org/W2800957599","https://openalex.org/W2890513934","https://openalex.org/W2897017401","https://openalex.org/W2904957358","https://openalex.org/W2920765846","https://openalex.org/W2921122163","https://openalex.org/W2921277556","https://openalex.org/W2938151351","https://openalex.org/W2944794516","https://openalex.org/W2971542795","https://openalex.org/W2971932038","https://openalex.org/W2972945677","https://openalex.org/W2978138816","https://openalex.org/W2997159717","https://openalex.org/W2999658315","https://openalex.org/W3056133532","https://openalex.org/W3088046142","https://openalex.org/W3105571753","https://openalex.org/W3176348235","https://openalex.org/W6628193292","https://openalex.org/W6664450429","https://openalex.org/W6679037080","https://openalex.org/W6783789849","https://openalex.org/W6797306834"],"related_works":["https://openalex.org/W4383117943","https://openalex.org/W2347729776","https://openalex.org/W2081457971","https://openalex.org/W2377212262","https://openalex.org/W4327748155","https://openalex.org/W2955967599","https://openalex.org/W2549050738","https://openalex.org/W4387208895","https://openalex.org/W1594879216","https://openalex.org/W2388815296"],"abstract_inverted_index":{"Unmanned":[0],"aerial":[1],"vehicles-collected":[2],"(UAVs)":[3],"digital":[4,188,294],"red\u2013green\u2013blue":[5],"(RGB)":[6],"images":[7,30],"provided":[8,223],"a":[9],"cost-effective":[10],"method":[11],"for":[12],"precision":[13,276],"agriculture":[14,277],"applications":[15],"regarding":[16],"yield":[17,32,178,200,228,266],"prediction.":[18],"This":[19,256],"study":[20,257],"aims":[21],"to":[22,40,157,173,195],"fully":[23],"explore":[24],"the":[25,58,75,96,101,120,134,139,174,203,210,232,259,273,297],"potential":[26,274],"of":[27,34,65,95,130,176,206,227,253,261,275],"UAV-collected":[28],"RGB":[29,88],"in":[31,198,264,296],"prediction":[33,122,179,201,226,267],"winter":[35],"wheat":[36,115,265],"by":[37,74],"comparing":[38],"it":[39],"multi-source":[41],"observations,":[42],"including":[43,142],"thermal,":[44],"structure,":[45],"volumetric":[46,145,167],"metrics,":[47,146],"and":[48,54,84,104,147,216,220,242,284,291],"ground-observed":[49,148],"leaf":[50],"area":[51],"index":[52],"(LAI)":[53],"chlorophyll":[55,149],"content":[56,150],"under":[57,127,250],"same":[59,204],"level":[60,205],"or":[61],"across":[62,268],"different":[63],"levels":[64,129,252],"nitrogen":[66,131,207,254],"fertilization.":[67,255],"Color":[68],"indices":[69,72,98,185,197,222,263],"are":[70],"vegetation":[71,76],"calculated":[73],"reflectance":[77],"at":[78,100,133,209,231],"visible":[79],"bands":[80],"(i.e.,":[81],"red,":[82],"green,":[83],"blue)":[85],"derived":[86,186],"from":[87,187],"images.":[89,189],"The":[90],"results":[91],"showed":[92,151],"that":[93],"some":[94],"color":[97,184,196,221,262],"collected":[99],"jointing,":[102],"flowering,":[103],"early":[105],"maturity":[106],"stages":[107],"had":[108,170,192],"high":[109],"correlation":[110,153],"(R2":[111,124,154,213,235],"=":[112,125,155,214,218,236,239,244,247],"0.76\u20130.93)":[113],"with":[114,183],"grain":[116,158,177,199],"yield.":[117,159],"They":[118],"gave":[119],"highest":[121],"power":[123],"0.92\u20130.93)":[126],"four":[128],"fertilization":[132,208],"flowering":[135,211,233],"stage.":[136],"In":[137,160],"contrast,":[138],"other":[140,281],"measurements":[141],"canopy":[143],"temperature,":[144],"lower":[152],"0.52\u20130.85)":[156],"addition,":[161],"thermal":[162],"information":[163],"as":[164,166,288],"well":[165],"metrics":[168],"generally":[169],"little":[171],"contribution":[172],"improvement":[175],"when":[180],"combining":[181],"them":[182],"Especially,":[190],"LAI":[191,230],"inferior":[193],"performance":[194],"within":[202],"stage":[212,234],"0.00\u20130.40":[215],"R2":[217,243],"0.55\u20130.68),":[219],"slightly":[224],"better":[225],"than":[229],"0.93,":[237],"RMSE":[238,246],"32.18":[240],"g/m2":[241],"0.89,":[245],"39.82":[248],"g/m2)":[249],"all":[251],"highlights":[258],"capabilities":[260],"genotypes,":[269],"which":[270],"also":[271],"indicates":[272],"application":[278],"using":[279],"many":[280],"flexible,":[282],"affordable,":[283],"easy-to-handle":[285],"devices":[286],"such":[287],"mobile":[289],"phones":[290],"near":[292],"surface":[293],"cameras":[295],"future.":[298]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":11}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}