{"id":"https://openalex.org/W4293221971","doi":"https://doi.org/10.3390/rs14174158","title":"Comparison of Winter Wheat Yield Estimation Based on Near-Surface Hyperspectral and UAV Hyperspectral Remote Sensing Data","display_name":"Comparison of Winter Wheat Yield Estimation Based on Near-Surface Hyperspectral and UAV Hyperspectral Remote Sensing Data","publication_year":2022,"publication_date":"2022-08-24","ids":{"openalex":"https://openalex.org/W4293221971","doi":"https://doi.org/10.3390/rs14174158"},"language":"en","primary_location":{"id":"doi:10.3390/rs14174158","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174158","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4158/pdf?version=1661480659","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/2072-4292/14/17/4158/pdf?version=1661480659","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100599550","display_name":"Haikuan Feng","orcid":"https://orcid.org/0000-0003-3312-6200"},"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"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haikuan Feng","raw_affiliation_strings":["Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China","National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"raw_orcid":"https://orcid.org/0000-0003-3312-6200","affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423","https://openalex.org/I4210151987"]},{"raw_affiliation_string":"National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031707196","display_name":"Huilin Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huilin Tao","raw_affiliation_strings":["Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423","https://openalex.org/I4210151987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070653331","display_name":"Yiguang Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiguang Fan","raw_affiliation_strings":["Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423","https://openalex.org/I4210151987"]},{"raw_affiliation_string":"National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048144500","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-3862-441X"},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423","https://openalex.org/I4210151987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017381482","display_name":"Zhenhai Li","orcid":"https://orcid.org/0000-0001-9878-3274"},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhai Li","raw_affiliation_strings":["Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423","https://openalex.org/I4210151987"]},{"raw_affiliation_string":"National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020713851","display_name":"Guijun Yang","orcid":"https://orcid.org/0000-0002-6425-8321"},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guijun Yang","raw_affiliation_strings":["Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423","https://openalex.org/I4210151987"]},{"raw_affiliation_string":"National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100604390","display_name":"Chunjiang Zhao","orcid":"https://orcid.org/0000-0002-1448-5091"},"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"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunjiang Zhao","raw_affiliation_strings":["Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China","National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center for Agriculture Internet of Things, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture and Rural Affairs, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423","https://openalex.org/I4210151987"]},{"raw_affiliation_string":"National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100604390"],"corresponding_institution_ids":["https://openalex.org/I119454577","https://openalex.org/I4210151987","https://openalex.org/I4210156423"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.4376,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.97073782,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"14","issue":"17","first_page":"4158","last_page":"4158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":1.0,"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":1.0,"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":0.9977999925613403,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.878105878829956},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.652521014213562},{"id":"https://openalex.org/keywords/red-edge","display_name":"Red edge","score":0.633355975151062},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.5869536399841309},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5496575832366943},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.5205494165420532},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"Vegetation Index","score":0.448012113571167},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4376462996006012},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.43270260095596313},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.3211083710193634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2814295291900635},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2559620141983032},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.2276158332824707},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.1283029317855835},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07198098301887512},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.049318939447402954}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.878105878829956},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.652521014213562},{"id":"https://openalex.org/C2776388979","wikidata":"https://www.wikidata.org/wiki/Q3422640","display_name":"Red edge","level":3,"score":0.633355975151062},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.5869536399841309},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5496575832366943},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.5205494165420532},{"id":"https://openalex.org/C2780376076","wikidata":"https://www.wikidata.org/wiki/Q1499458","display_name":"Vegetation Index","level":4,"score":0.448012113571167},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4376462996006012},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.43270260095596313},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.3211083710193634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2814295291900635},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2559620141983032},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.2276158332824707},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.1283029317855835},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07198098301887512},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.049318939447402954},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","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},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14174158","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174158","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4158/pdf?version=1661480659","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:409ede0387dc4a84a7002c2bf8ed7b4f","is_oa":true,"landing_page_url":"https://doaj.org/article/409ede0387dc4a84a7002c2bf8ed7b4f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 14, Iss 17, p 4158 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/17/4158/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14174158","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 14; Issue 17; Pages: 4158","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14174158","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174158","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4158/pdf?version=1661480659","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","id":"https://metadata.un.org/sdg/2","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293221971.pdf","grobid_xml":"https://content.openalex.org/works/W4293221971.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W186669090","https://openalex.org/W248389711","https://openalex.org/W1125121475","https://openalex.org/W1485678107","https://openalex.org/W1570906263","https://openalex.org/W1964217023","https://openalex.org/W1965106709","https://openalex.org/W1980140622","https://openalex.org/W1982627164","https://openalex.org/W1987097445","https://openalex.org/W1992245241","https://openalex.org/W2006401135","https://openalex.org/W2007939589","https://openalex.org/W2008738335","https://openalex.org/W2012679176","https://openalex.org/W2024700522","https://openalex.org/W2025967407","https://openalex.org/W2052700773","https://openalex.org/W2059488281","https://openalex.org/W2065191898","https://openalex.org/W2067069641","https://openalex.org/W2071540364","https://openalex.org/W2074464158","https://openalex.org/W2081757228","https://openalex.org/W2085965017","https://openalex.org/W2088160870","https://openalex.org/W2089441588","https://openalex.org/W2094447963","https://openalex.org/W2094677081","https://openalex.org/W2109006150","https://openalex.org/W2111443984","https://openalex.org/W2112674101","https://openalex.org/W2113410727","https://openalex.org/W2133125644","https://openalex.org/W2144559754","https://openalex.org/W2161815745","https://openalex.org/W2169418131","https://openalex.org/W2364693273","https://openalex.org/W2530222969","https://openalex.org/W2531109463","https://openalex.org/W2532314432","https://openalex.org/W2556159429","https://openalex.org/W2596051487","https://openalex.org/W2624387057","https://openalex.org/W2646675373","https://openalex.org/W2749030790","https://openalex.org/W2750101906","https://openalex.org/W2760888277","https://openalex.org/W2782772130","https://openalex.org/W2784201940","https://openalex.org/W2884438462","https://openalex.org/W2888549875","https://openalex.org/W2920653747","https://openalex.org/W2951089203","https://openalex.org/W3007651920","https://openalex.org/W3008109610","https://openalex.org/W3094057288","https://openalex.org/W3197683909","https://openalex.org/W4205613021","https://openalex.org/W4211119634","https://openalex.org/W4224315247","https://openalex.org/W6652564592","https://openalex.org/W6653390530","https://openalex.org/W6707378072","https://openalex.org/W6728242167","https://openalex.org/W6743686394"],"related_works":["https://openalex.org/W4361767145","https://openalex.org/W4396683646","https://openalex.org/W2034650341","https://openalex.org/W2029473420","https://openalex.org/W2884829367","https://openalex.org/W2386212941","https://openalex.org/W2548706448","https://openalex.org/W2083270190","https://openalex.org/W2768064775","https://openalex.org/W2997113988"],"abstract_inverted_index":{"Crop":[0],"yields":[1],"are":[2],"important":[3,16],"for":[4,120,129,150],"food":[5],"security":[6],"and":[7,11,31,45,49,57,87,95,101,112,174,196,229,252,267,291],"people\u2019s":[8],"living":[9],"standards,":[10],"it":[12],"is":[13],"therefore":[14],"very":[15],"to":[17,63,165,189,276,294,300],"predict":[18],"the":[19,37,51,65,88,105,121,125,131,134,139,144,158,162,168,171,182,194,200,206,215,221,232,236,247,259,277,284,286],"yield":[20,66,89,132,185,201,216,273],"in":[21,136],"a":[22,96,210,226,262],"timely":[23],"manner.":[24],"This":[25,255],"study":[26,256],"used":[27,50],"different":[28,71,149,151],"vegetation":[29,93,99,127,159,172,265,280],"indices":[30,94,100,160,173,266,281],"red-edge":[32,102,146,175,268],"parameters":[33,103,147,176,269],"calculated":[34],"based":[35,77,245],"on":[36,78,246],"canopy":[38],"reflectance":[39],"obtained":[40,177,219,234],"from":[41],"near-surface":[42,222],"hyperspectral":[43,47,83,223,238],"data":[44,48,86,123,241],"UAV":[46,237],"partial":[52],"least":[53],"squares":[54],"regression":[55],"(PLSR)":[56],"artificial":[58],"neural":[59],"network":[60],"(ANN)":[61],"methods":[62,292],"estimate":[64,166,301],"of":[67,82,98,138,170,184,261,264,279,288],"winter":[68],"wheat":[69],"at":[70],"growth":[72,141,152,249],"stages.":[73,153],"Verification":[74],"was":[75,90,133,187],"performed":[76],"these":[79],"two":[80],"types":[81],"remote":[84,239],"sensing":[85,240],"estimated":[91],"using":[92,110,156,193,205,220,235],"combination":[97,169,263],"as":[104,161],"modeling":[106,163],"independent":[107],"variables,":[108],"respectively,":[109],"PLSR":[111,195,207],"ANN":[113,197],"regression,":[114],"respectively.":[115],"The":[116],"results":[117,243],"showed":[118],"that,":[119],"same":[122,135],"source,":[124],"optimal":[126,145],"index":[128],"estimating":[130],"all":[137],"studied":[140],"stages;":[142],"however,":[143],"were":[148,244],"Compared":[154],"with":[155,199],"only":[157],"factor":[164],"yield,":[167],"superior":[178],"estimation":[179,186,202,274],"results.":[180],"Additionally,":[181],"accuracy":[183,230],"shown":[188],"be":[190,295],"improved":[191,272],"by":[192],"methods,":[198],"model":[203,218,233],"constructed":[204],"method":[208],"having":[209],"better":[211],"prediction":[212,217],"effect.":[213],"Moreover,":[214],"sensors":[224,290],"had":[225],"higher":[227],"fitting":[228],"than":[231],"(the":[242],"specific":[248],"stressors,":[250],"N":[251],"water":[253],"supply).":[254],"shows":[257],"that":[258],"use":[260,278],"achieved":[270],"an":[271],"compared":[275],"alone.":[282],"In":[283],"future,":[285],"selection":[287],"suitable":[289],"needs":[293],"considered":[296],"when":[297],"constructing":[298],"models":[299],"crop":[302],"yield.":[303]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
