{"id":"https://openalex.org/W4402261108","doi":"https://doi.org/10.1109/igarss53475.2024.10642947","title":"Rice Yield Monitoring Using Satellite Data and AI for Food Security and Sustainable Landscapes in Myanmar","display_name":"Rice Yield Monitoring Using Satellite Data and AI for Food Security and Sustainable Landscapes in Myanmar","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402261108","doi":"https://doi.org/10.1109/igarss53475.2024.10642947"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10642947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060753714","display_name":"Aparna Phalke","orcid":"https://orcid.org/0000-0001-6059-8305"},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aparna R. Phalke","raw_affiliation_strings":["The University of Alabama in Huntsville,Earth System Science Center,Huntsville,AL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Alabama in Huntsville,Earth System Science Center,Huntsville,AL,USA","institution_ids":["https://openalex.org/I82495205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110283979","display_name":"Rishiraj Dutta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152965","display_name":"Asian Disaster Preparedness Center","ror":"https://ror.org/051t33546","country_code":"TH","type":"nonprofit","lineage":["https://openalex.org/I4210152965"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Rishiraj Dutta","raw_affiliation_strings":["SERVIR-South East Asia,Asian Disaster Preparedness Center,Bangkok,Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SERVIR-South East Asia,Asian Disaster Preparedness Center,Bangkok,Thailand","institution_ids":["https://openalex.org/I4210152965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024232479","display_name":"Susantha Jayasinghe","orcid":"https://orcid.org/0000-0002-7565-8267"},"institutions":[{"id":"https://openalex.org/I4210152965","display_name":"Asian Disaster Preparedness Center","ror":"https://ror.org/051t33546","country_code":"TH","type":"nonprofit","lineage":["https://openalex.org/I4210152965"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Susantha Jayasinghe","raw_affiliation_strings":["SERVIR-South East Asia,Asian Disaster Preparedness Center,Bangkok,Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SERVIR-South East Asia,Asian Disaster Preparedness Center,Bangkok,Thailand","institution_ids":["https://openalex.org/I4210152965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059481043","display_name":"Diego Quintero","orcid":"https://orcid.org/0000-0003-0336-1875"},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diego Quintero","raw_affiliation_strings":["The University of Alabama in Huntsville,Earth System Science Center,Huntsville,AL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Alabama in Huntsville,Earth System Science Center,Huntsville,AL,USA","institution_ids":["https://openalex.org/I82495205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110796646","display_name":"Ashutosh Limaye","orcid":null},"institutions":[{"id":"https://openalex.org/I1294504835","display_name":"Marshall Space Flight Center","ror":"https://ror.org/02epydz83","country_code":"US","type":"facility","lineage":["https://openalex.org/I1294504835","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashutosh S. Limaye","raw_affiliation_strings":["SERVIR Science Coordination Office,NASA Marshall Space Flight Center,Huntsville,AL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SERVIR Science Coordination Office,NASA Marshall Space Flight Center,Huntsville,AL,USA","institution_ids":["https://openalex.org/I1294504835"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007409190","display_name":"Robert Griffin","orcid":"https://orcid.org/0000-0001-5665-700X"},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Griffin","raw_affiliation_strings":["The University of Alabama in Huntsville,Earth System Science Center,Huntsville,AL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Alabama in Huntsville,Earth System Science Center,Huntsville,AL,USA","institution_ids":["https://openalex.org/I82495205"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.873,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72927218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2086","last_page":"2089"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12045","display_name":"Rice Cultivation and Yield Improvement","score":0.9279000163078308,"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"}},"topics":[{"id":"https://openalex.org/T12045","display_name":"Rice Cultivation and Yield Improvement","score":0.9279000163078308,"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/food-security","display_name":"Food security","score":0.7838454842567444},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.5598207712173462},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5575547814369202},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4347933530807495},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4268030822277069},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2005510926246643},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.1313900649547577},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11137959361076355}],"concepts":[{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.7838454842567444},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.5598207712173462},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5575547814369202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4347933530807495},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4268030822277069},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2005510926246643},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.1313900649547577},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11137959361076355},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","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},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10642947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7900000214576721,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2560608790","https://openalex.org/W2925321084"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275"],"abstract_inverted_index":{"Rice":[0],"production":[1,58],"in":[2,28,70,140,208,236,260],"Myanmar":[3,222],"is":[4,60,92,241],"severely":[5],"affected":[6],"by":[7],"the":[8,18,41,49,137,141,162,237,242,264],"uncertain":[9],"weather":[10,154],"changes":[11],"and":[12,39,53,79,110,120,132,157,176,194,257],"political":[13],"unrest":[14],"especially":[15],"due":[16],"to":[17,35,67,74,87,95,102,105,135,160,167,201,219,244],"conflicts":[19],"of":[20,45,51,98,266],"coup":[21],"after":[22],"February":[23],"2021.":[24],"Although":[25],"recent":[26],"improvements":[27],"satellite":[29,133,150],"remote":[30],"sensing":[31],"have":[32,263],"helped":[33],"national":[34],"field-scale":[36,220],"yield":[37,83,127,164,206,215,247],"estimation":[38],"forecasting,":[40],"challenges":[42],"through":[43],"quality":[44,50],"reference":[46],"data":[47,59,134],"questions":[48],"forecasts":[52],"estimation.":[54],"In":[55,100],"Myanmar,":[56],"agricultural":[57],"publicly":[61],"available":[62],"at":[63,85,165,217,248],"regional":[64,166,218],"scale":[65,169],"(equivalent":[66],"province":[68],"level":[69,91],"USA)":[71],"from":[72,199,229],"2012":[73],"2020.":[75],"The":[76,185,203,225,255],"consistent,":[77],"timely":[78],"granular":[80],"information":[81,148],"on":[82,149],"estimates":[84,228],"lower":[86],"higher":[88],"admin":[89],"unit":[90],"crucial":[93],"need":[94],"support":[96,101],"sustainability":[97],"livelihood.":[99],"these":[103],"efforts":[104],"improve":[106],"food":[107],"insecurity":[108],"analysis":[109],"climate":[111],"resilient":[112],"livelihood":[113],"formation,":[114],"SERVIR":[115],"\u2013":[116,123],"a":[117],"joint":[118],"USAID":[119],"NASA":[121],"initiative":[122],"has":[124],"implemented":[125],"rice":[126,163,205,214,227,246],"model":[128,186,207,245,256],"using":[129,170],"machine":[130],"learning":[131],"guide":[136],"decision":[138,178,234],"makers":[139,235],"region.":[142,224,238],"This":[143,239],"study":[144,210,231,240,262],"used":[145],"time-series":[146],"(2012-2023)":[147],"derived":[151],"vegetation":[152],"indices,":[153],"variability,":[155],"topography":[156],"water":[158],"use":[159,268],"predict":[161],"field":[168],"artificial":[171,181],"neural":[172],"network,":[173],"random":[174],"forest":[175],"boosted":[177],"tree":[179],"based":[180],"intelligence":[182],"(AI)":[183],"modeling.":[184],"was":[187],"tested":[188],"spatially":[189],"as":[190,192],"well":[191],"temporally":[193],"overall":[195],"average":[196],"R2observed":[197],"varied":[198],"0.6":[200],"0.7.":[202],"presented":[204],"this":[209,230,249,261],"provides":[211],"carefully":[212],"evaluated":[213],"estimations":[216],"across":[221],"rice-growing":[223],"consistent":[226],"will":[232],"help":[233],"first":[243],"high-resolution":[250],"with":[251],"locally":[252],"tuned":[253],"information.":[254],"algorithm":[258],"developed":[259],"potential":[265],"operational":[267],"for":[269],"further":[270],"needs.":[271]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}