{"id":"https://openalex.org/W3127010833","doi":"https://doi.org/10.3390/rs13040579","title":"Rice Mapping and Growth Monitoring Based on Time Series GF-6 Images and Red-Edge Bands","display_name":"Rice Mapping and Growth Monitoring Based on Time Series GF-6 Images and Red-Edge Bands","publication_year":2021,"publication_date":"2021-02-06","ids":{"openalex":"https://openalex.org/W3127010833","doi":"https://doi.org/10.3390/rs13040579","mag":"3127010833"},"language":"en","primary_location":{"id":"doi:10.3390/rs13040579","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13040579","pdf_url":"https://www.mdpi.com/2072-4292/13/4/579/pdf?version=1612616739","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/2072-4292/13/4/579/pdf?version=1612616739","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103261995","display_name":"Xueqin Jiang","orcid":"https://orcid.org/0000-0002-7066-3243"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueqin Jiang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108415545","display_name":"Shenghui Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shenghui Fang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033757017","display_name":"Xia Huang","orcid":"https://orcid.org/0000-0003-2321-5971"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Huang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000067263","display_name":"Yanghua Liu","orcid":"https://orcid.org/0000-0002-9019-7139"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanghua Liu","raw_affiliation_strings":["Piesat Information Technology Co., Ltd., Beijing 100000, China"],"affiliations":[{"raw_affiliation_string":"Piesat Information Technology Co., Ltd., Beijing 100000, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037766280","display_name":"Linlin Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Linlin Guo","raw_affiliation_strings":["Piesat Information Technology Co., Ltd., Beijing 100000, China"],"affiliations":[{"raw_affiliation_string":"Piesat Information Technology Co., Ltd., Beijing 100000, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108415545"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.2387,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.96803524,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"13","issue":"4","first_page":"579","last_page":"579"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9873999953269958,"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/red-edge","display_name":"Red edge","score":0.7669803500175476},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.5616548657417297},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5435194969177246},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"Vegetation Index","score":0.535049557685852},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4443266987800598},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4208129644393921},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3739258646965027},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36690980195999146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35707545280456543},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20796725153923035},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.18739914894104004},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.17928332090377808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1655585765838623},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.15491008758544922},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08258607983589172}],"concepts":[{"id":"https://openalex.org/C2776388979","wikidata":"https://www.wikidata.org/wiki/Q3422640","display_name":"Red edge","level":3,"score":0.7669803500175476},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.5616548657417297},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5435194969177246},{"id":"https://openalex.org/C2780376076","wikidata":"https://www.wikidata.org/wiki/Q1499458","display_name":"Vegetation Index","level":4,"score":0.535049557685852},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4443266987800598},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4208129644393921},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3739258646965027},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36690980195999146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35707545280456543},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20796725153923035},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.18739914894104004},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.17928332090377808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1655585765838623},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.15491008758544922},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08258607983589172},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13040579","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13040579","pdf_url":"https://www.mdpi.com/2072-4292/13/4/579/pdf?version=1612616739","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:b0d25c05fe024d44acb481403246301e","is_oa":true,"landing_page_url":"https://doaj.org/article/b0d25c05fe024d44acb481403246301e","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 4, p 579 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/4/579/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13040579","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 4; Pages: 579","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13040579","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13040579","pdf_url":"https://www.mdpi.com/2072-4292/13/4/579/pdf?version=1612616739","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":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3127010833.pdf","grobid_xml":"https://content.openalex.org/works/W3127010833.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W250311148","https://openalex.org/W600580655","https://openalex.org/W633320881","https://openalex.org/W1979972384","https://openalex.org/W1987311795","https://openalex.org/W1990269578","https://openalex.org/W1999843495","https://openalex.org/W2005156666","https://openalex.org/W2007397897","https://openalex.org/W2007959054","https://openalex.org/W2010723972","https://openalex.org/W2011868515","https://openalex.org/W2043798568","https://openalex.org/W2046292468","https://openalex.org/W2052729148","https://openalex.org/W2058723831","https://openalex.org/W2063907334","https://openalex.org/W2064636932","https://openalex.org/W2066724429","https://openalex.org/W2071495852","https://openalex.org/W2079842406","https://openalex.org/W2081734510","https://openalex.org/W2094677081","https://openalex.org/W2109006150","https://openalex.org/W2115525646","https://openalex.org/W2128438912","https://openalex.org/W2133941557","https://openalex.org/W2134870022","https://openalex.org/W2139294397","https://openalex.org/W2139709933","https://openalex.org/W2148333466","https://openalex.org/W2176432844","https://openalex.org/W2266309631","https://openalex.org/W2290326488","https://openalex.org/W2422832565","https://openalex.org/W2468363661","https://openalex.org/W2484085657","https://openalex.org/W2555988103","https://openalex.org/W2592618579","https://openalex.org/W2600037548","https://openalex.org/W2646675373","https://openalex.org/W2755013453","https://openalex.org/W2765453548","https://openalex.org/W2900436152","https://openalex.org/W2900632577","https://openalex.org/W2901914797","https://openalex.org/W2916306081","https://openalex.org/W2919795560","https://openalex.org/W2922143761","https://openalex.org/W2936348993","https://openalex.org/W2948917077","https://openalex.org/W2963780514","https://openalex.org/W2972084355","https://openalex.org/W2973071571","https://openalex.org/W2984696781","https://openalex.org/W3007697125","https://openalex.org/W3008109610","https://openalex.org/W3088690709","https://openalex.org/W6636950212","https://openalex.org/W6653393281","https://openalex.org/W6666487912","https://openalex.org/W6668510551","https://openalex.org/W6685277553","https://openalex.org/W6717231943","https://openalex.org/W6721776043","https://openalex.org/W6763129154"],"related_works":["https://openalex.org/W4319317911","https://openalex.org/W3207384893","https://openalex.org/W3207046288","https://openalex.org/W4372264653","https://openalex.org/W4310842702","https://openalex.org/W4327662653","https://openalex.org/W2012686349","https://openalex.org/W2096239959","https://openalex.org/W4285330809","https://openalex.org/W4394576841"],"abstract_inverted_index":{"Accurate":[0],"rice":[1,32,57,76,155,198,220,233,245],"mapping":[2,33,199,246],"and":[3,14,34,45,95,105,164,172,177,204,247],"growth":[4,35,67,234,248],"monitoring":[5],"are":[6,61],"of":[7,42,75,90,154,167,197,213,239,268],"great":[8],"significance":[9],"for":[10,31],"ensuring":[11],"food":[12],"security":[13],"agricultural":[15],"sustainable":[16],"development.":[17],"Remote":[18],"sensing":[19],"(RS),":[20],"as":[21,69],"an":[22],"efficient":[23],"observation":[24],"technology,":[25],"is":[26,53],"expected":[27],"to":[28,38,98,121,150,192,218,253,260,263],"be":[29],"useful":[30],"monitoring.":[36,235,249],"Due":[37],"the":[39,46,65,88,123,126,152,161,181,187,195,225,261,265],"fragmented":[40,207],"distribution":[41],"paddy":[43],"fields":[44],"undulating":[47],"terrain":[48],"in":[49,56,72,232,244,271],"Southern":[50],"China,":[51],"it":[52],"very":[54],"difficult":[55],"mapping.":[58,77,156],"Moreover,":[59],"there":[60],"many":[62],"crops":[63],"with":[64,180,206],"same":[66],"period":[68],"rice,":[70],"resulting":[71],"low":[73],"accuracy":[74,163],"We":[78],"proposed":[79,188],"a":[80,201],"red-edge":[81,96,103,106,115,211,227,237,262,269],"decision":[82],"tree":[83],"(REDT)":[84],"method":[85,128],"based":[86,129],"on":[87,130,200],"combination":[89],"time":[91,131],"series":[92,132],"GF-6":[93,119,214,240],"images":[94,120,215,241],"bands":[97,116,212,228,238],"solve":[99,194],"this":[100],"problem.":[101],"The":[102,157,236],"integral":[104,109],"vegetation":[107,135,144,256],"index":[108,136,141,145],"were":[110,216,242],"computed":[111],"by":[112],"using":[113],"two":[114,210,226],"derived":[117],"from":[118,170],"construct":[122],"REDT.":[124],"Meanwhile,":[125],"conventional":[127],"normalized":[133,138],"difference":[134,139],"(NDVI),":[137],"water":[140],"(NDWI),":[142],"enhanced":[143],"(EVI)":[146],"(NNE)":[147],"was":[148,190],"employed":[149],"compare":[151],"effectiveness":[153],"results":[158],"indicated":[159],"that":[160,186,224],"overall":[162],"Kappa":[165],"coefficient":[166],"REDT":[168],"ranged":[169],"91%\u201394%":[171],"0.82\u20130.87,":[173],"improving":[174],"about":[175],"7%":[176],"0.15":[178],"compared":[179],"NNE":[182],"method.":[183],"This":[184],"proved":[185],"technology":[189],"able":[191],"efficiently":[193],"problem":[196],"large":[202],"scale":[203],"regions":[205],"landscapes.":[208],"Additionally,":[209],"applied":[217],"monitor":[219],"growth.":[221],"It":[222],"concluded":[223],"played":[229],"different":[230],"roles":[231],"superior":[243],"Further":[250],"study":[251],"needs":[252],"develop":[254],"more":[255],"indices":[257],"(VIs)":[258],"related":[259],"make":[264],"best":[266],"use":[267],"characteristics":[270],"precision":[272],"agriculture.":[273]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2021-02-15T00:00:00"}
