{"id":"https://openalex.org/W4381800939","doi":"https://doi.org/10.1109/jstars.2023.3288973","title":"A Relative Radiometric Normalization Method for Enhancing Radiometric Consistency of Landsat Time-Series Imageries","display_name":"A Relative Radiometric Normalization Method for Enhancing Radiometric Consistency of Landsat Time-Series Imageries","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4381800939","doi":"https://doi.org/10.1109/jstars.2023.3288973"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2023.3288973","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3288973","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10160124.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10160124.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006063523","display_name":"Hanzeyu Xu","orcid":"https://orcid.org/0000-0001-6352-2963"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Hanzeyu Xu","raw_affiliation_strings":["School of Geography, Nanjing Normal University, Nanjing, China","Department of Geological and Atmospheric Sciences, Iowa State University, Ames, USA"],"affiliations":[{"raw_affiliation_string":"School of Geography, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"Department of Geological and Atmospheric Sciences, Iowa State University, Ames, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091835003","display_name":"Yuyu Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuyu Zhou","raw_affiliation_strings":["Department of Geological and Atmospheric Sciences, Iowa State University, Ames, IA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geological and Atmospheric Sciences, Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064864790","display_name":"Yuchun Wei","orcid":"https://orcid.org/0000-0001-5060-0395"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchun Wei","raw_affiliation_strings":["School of Geography, Nanjing Normal University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Geography, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412256","display_name":"Chong Liu","orcid":"https://orcid.org/0000-0003-4662-1622"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Liu","raw_affiliation_strings":["School of Geospatial Engineering and Science, Sun Yat-Sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Geospatial Engineering and Science, Sun Yat-Sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375300","display_name":"Xiao Li","orcid":"https://orcid.org/0000-0002-6762-2475"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiao Li","raw_affiliation_strings":["Transport Studies Unit, University of Oxford, Oxford, U.K","Transport Studies Unit, University of Oxford, Oxford, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Transport Studies Unit, University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Transport Studies Unit, University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100344447","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-5431-8837"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Department of Geological and Atmospheric Sciences, Iowa State University, Ames, IA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geological and Atmospheric Sciences, Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006063523"],"corresponding_institution_ids":["https://openalex.org/I152031979","https://openalex.org/I173911158"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.2266,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79160713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"16","issue":null,"first_page":"5797","last_page":"5812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9975000023841858,"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":0.9975000023841858,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6359959840774536},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5819201469421387},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.508204460144043},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.503295361995697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3660772442817688},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34029334783554077}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6359959840774536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5819201469421387},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.508204460144043},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.503295361995697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3660772442817688},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34029334783554077},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2023.3288973","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3288973","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10160124.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4d83d3b1c42540e297d67cc2f6c9ec5d","is_oa":true,"landing_page_url":"https://doaj.org/article/4d83d3b1c42540e297d67cc2f6c9ec5d","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 5797-5812 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2023.3288973","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3288973","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10160124.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G2556226867","display_name":null,"funder_award_id":"2022A1515010924","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G4895547185","display_name":null,"funder_award_id":"202006860054","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381800939.pdf","grobid_xml":"https://content.openalex.org/works/W4381800939.grobid-xml"},"referenced_works_count":91,"referenced_works":["https://openalex.org/W1242785560","https://openalex.org/W1968563567","https://openalex.org/W1971231203","https://openalex.org/W1972923945","https://openalex.org/W1975365707","https://openalex.org/W1976989721","https://openalex.org/W1978125380","https://openalex.org/W1992023680","https://openalex.org/W1998102034","https://openalex.org/W1998595580","https://openalex.org/W2004307968","https://openalex.org/W2006383776","https://openalex.org/W2009269885","https://openalex.org/W2011804656","https://openalex.org/W2018764772","https://openalex.org/W2021131789","https://openalex.org/W2028240797","https://openalex.org/W2030851497","https://openalex.org/W2034822787","https://openalex.org/W2044542525","https://openalex.org/W2046434485","https://openalex.org/W2047617221","https://openalex.org/W2050551672","https://openalex.org/W2051103995","https://openalex.org/W2055718260","https://openalex.org/W2058860098","https://openalex.org/W2069276699","https://openalex.org/W2072561650","https://openalex.org/W2073134030","https://openalex.org/W2077820284","https://openalex.org/W2078167227","https://openalex.org/W2079740553","https://openalex.org/W2085261163","https://openalex.org/W2085637561","https://openalex.org/W2091844025","https://openalex.org/W2092234278","https://openalex.org/W2101678239","https://openalex.org/W2106584184","https://openalex.org/W2106870620","https://openalex.org/W2107045929","https://openalex.org/W2122460654","https://openalex.org/W2131615718","https://openalex.org/W2132625770","https://openalex.org/W2133665775","https://openalex.org/W2139267096","https://openalex.org/W2141968636","https://openalex.org/W2151456308","https://openalex.org/W2241166887","https://openalex.org/W2318680928","https://openalex.org/W2325963232","https://openalex.org/W2344328155","https://openalex.org/W2466139094","https://openalex.org/W2492283655","https://openalex.org/W2576538279","https://openalex.org/W2588976835","https://openalex.org/W2598828605","https://openalex.org/W2725897987","https://openalex.org/W2735042947","https://openalex.org/W2769491841","https://openalex.org/W2803108139","https://openalex.org/W2901027600","https://openalex.org/W2904298898","https://openalex.org/W2904790741","https://openalex.org/W2920152241","https://openalex.org/W2920930972","https://openalex.org/W2946946704","https://openalex.org/W2967454906","https://openalex.org/W2989983865","https://openalex.org/W3039756735","https://openalex.org/W3047059211","https://openalex.org/W3112377120","https://openalex.org/W3128329725","https://openalex.org/W3139316975","https://openalex.org/W3143232716","https://openalex.org/W3148915006","https://openalex.org/W3167590135","https://openalex.org/W3197550180","https://openalex.org/W3205177295","https://openalex.org/W4224255026","https://openalex.org/W4280622229","https://openalex.org/W4293224487","https://openalex.org/W6627952806","https://openalex.org/W6636950212","https://openalex.org/W6678096030","https://openalex.org/W6680556597","https://openalex.org/W6723293129","https://openalex.org/W6732282851","https://openalex.org/W6790567483","https://openalex.org/W6792433798","https://openalex.org/W6800808037","https://openalex.org/W6838323675"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Radiometric":[0],"consistency":[1,77,209],"of":[2,35,60,78,227],"multi-temporal":[3],"satellite":[4],"observations":[5],"is":[6,19],"affected":[7],"by":[8,171,240],"sensor":[9,250],"stability":[10],"and":[11,50,95,112,121,133,185,207,249],"scene":[12],"related":[13],"issues.":[14],"Relative":[15],"radiometric":[16,26,76,245],"normalization":[17],"(RRN)":[18],"a":[20,69,86,104,113,123],"widely-used":[21],"method":[22,72,83,200,215],"to":[23,53,57,73,144],"reduce":[24],"these":[25],"differences,":[27],"its":[28],"performance":[29,203],"depends":[30],"on":[31,221],"the":[32,58,75,99,128,146,155,161,179,197,212,242],"accurate":[33],"identification":[34,90,159],"representative":[36],"pseudo-invariant":[37],"features":[38],"(PIFs).":[39],"However,":[40],"existing":[41],"RRN":[42,71,125,199,214,219],"methods":[43,220],"are":[44,51],"mainly":[45],"developed":[46],"for":[47,116,164,188],"bi-temporal":[48],"images":[49,223,231],"limited":[52],"time-series":[54,80,237],"imageries":[55],"due":[56],"complexity":[59],"identifying":[61],"effective":[62],"PIFs.":[63],"In":[64],"this":[65],"study,":[66],"we":[67],"proposed":[68,147,198,213],"novel":[70],"enhance":[74],"Landsat":[79,138],"imageries.":[81],"This":[82],"includes":[84],"(1)":[85,154],"trend":[87,156],"based":[88,157],"PIFs":[89,105,114,158,163,176,181],"considering":[91],"land":[92],"cover":[93],"changes":[94],"phenological":[96],"trends":[97],"from":[98,244],"entire":[100],"time":[101],"series;":[102],"(2)":[103,169],"optimization":[106,177],"involving":[107],"an":[108,172],"automatic":[109,173],"reference":[110,174],"selection":[111],"refining":[115],"each":[117,189],"reference-target":[118,166],"image":[119,167,190,194,225],"pair;":[120],"(3)":[122,196],"combined":[124],"modeling":[126],"using":[127],"M-estimator":[129],"sample":[130],"consensus":[131],"algorithm":[132],"robust":[134],"linear":[135],"regression.":[136],"The":[137,149,229],"surface":[139],"reflectance":[140],"products":[141],"were":[142],"used":[143],"validate":[145],"method.":[148],"experimental":[150],"results":[151,239],"showed":[152],"that":[153],"provided":[160],"consistent":[162],"all":[165],"pairs;":[168],"aided":[170],"allocation,":[175],"filtered":[178],"proper":[180],"with":[182],"high":[183],"spectral":[184],"spatial":[186],"similarity":[187],"pair":[191],"in":[192,204,224],"monthly":[193],"stack;":[195],"achieved":[201],"good":[202],"model":[205],"precision":[206],"radiance":[208],"improvement;":[210],"(4)":[211],"outperformed":[216],"seven":[217],"commonly-used":[218],"majority":[222],"stack":[226],"December.":[228],"normalized":[230],"can":[232],"help":[233],"generate":[234],"more":[235],"comparable":[236],"analysis":[238],"reducing":[241],"uncertainties":[243],"calibration,":[246],"atmospheric":[247],"correction,":[248],"differences.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}