{"id":"https://openalex.org/W4416286409","doi":"https://doi.org/10.1109/tgrs.2025.3633954","title":"Impact of Characterization on Cross-Calibration Performance for Multispectral Sensors With SI-Traceable Satellite Mission TRUTHS","display_name":"Impact of Characterization on Cross-Calibration Performance for Multispectral Sensors With SI-Traceable Satellite Mission TRUTHS","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416286409","doi":"https://doi.org/10.1109/tgrs.2025.3633954"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3633954","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3633954","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tgrs.2025.3633954","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120501677","display_name":"Madeline Stedman","orcid":"https://orcid.org/0000-0003-4008-6067"},"institutions":[{"id":"https://openalex.org/I134421475","display_name":"National Physical Laboratory","ror":"https://ror.org/015w2mp89","country_code":"GB","type":"facility","lineage":["https://openalex.org/I134421475"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Madeline Stedman","raw_affiliation_strings":["National Physical Laboratory, Teddington, Middlesex, U.K","National Physical Laboratory, Hampton Road, Teddington, Middlesex, UK"],"raw_orcid":"https://orcid.org/0000-0003-4008-6067","affiliations":[{"raw_affiliation_string":"National Physical Laboratory, Teddington, Middlesex, U.K","institution_ids":["https://openalex.org/I134421475"]},{"raw_affiliation_string":"National Physical Laboratory, Hampton Road, Teddington, Middlesex, UK","institution_ids":["https://openalex.org/I134421475"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009696687","display_name":"Samuel E. Hunt","orcid":"https://orcid.org/0000-0003-4176-9038"},"institutions":[{"id":"https://openalex.org/I134421475","display_name":"National Physical Laboratory","ror":"https://ror.org/015w2mp89","country_code":"GB","type":"facility","lineage":["https://openalex.org/I134421475"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Samuel E. Hunt","raw_affiliation_strings":["National Physical Laboratory, Teddington, Middlesex, U.K","National Physical Laboratory, Hampton Road, Teddington, Middlesex, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Physical Laboratory, Teddington, Middlesex, U.K","institution_ids":["https://openalex.org/I134421475"]},{"raw_affiliation_string":"National Physical Laboratory, Hampton Road, Teddington, Middlesex, UK","institution_ids":["https://openalex.org/I134421475"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022358260","display_name":"Pieter De Vis","orcid":"https://orcid.org/0000-0002-0549-6610"},"institutions":[{"id":"https://openalex.org/I134421475","display_name":"National Physical Laboratory","ror":"https://ror.org/015w2mp89","country_code":"GB","type":"facility","lineage":["https://openalex.org/I134421475"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pieter De Vis","raw_affiliation_strings":["National Physical Laboratory, Teddington, Middlesex, U.K","National Physical Laboratory, Hampton Road, Teddington, Middlesex, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Physical Laboratory, Teddington, Middlesex, U.K","institution_ids":["https://openalex.org/I134421475"]},{"raw_affiliation_string":"National Physical Laboratory, Hampton Road, Teddington, Middlesex, UK","institution_ids":["https://openalex.org/I134421475"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080634751","display_name":"Richard Bantges","orcid":"https://orcid.org/0000-0002-3863-3730"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Bantges","raw_affiliation_strings":["Imperial College London, London, U.K","Imperial College London, Exhibition Road, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, Exhibition Road, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019510408","display_name":"Helen Brindley","orcid":"https://orcid.org/0000-0002-7859-9207"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Helen Brindley","raw_affiliation_strings":["Imperial College London, London, U.K","Imperial College London, Exhibition Road, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, Exhibition Road, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009140765","display_name":"Nigel Fox","orcid":"https://orcid.org/0000-0001-9616-1359"},"institutions":[{"id":"https://openalex.org/I134421475","display_name":"National Physical Laboratory","ror":"https://ror.org/015w2mp89","country_code":"GB","type":"facility","lineage":["https://openalex.org/I134421475"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nigel Fox","raw_affiliation_strings":["National Physical Laboratory, Teddington, Middlesex, U.K","National Physical Laboratory, Hampton Road, Teddington, Middlesex, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Physical Laboratory, Teddington, Middlesex, U.K","institution_ids":["https://openalex.org/I134421475"]},{"raw_affiliation_string":"National Physical Laboratory, Hampton Road, Teddington, Middlesex, UK","institution_ids":["https://openalex.org/I134421475"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41945062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12019","display_name":"Calibration and Measurement Techniques","score":0.934499979019165,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12019","display_name":"Calibration and Measurement Techniques","score":0.934499979019165,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T12050","display_name":"Optical Polarization and Ellipsometry","score":0.02199999988079071,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.009999999776482582,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/multispectral-image","display_name":"Multispectral image","score":0.7335000038146973},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6825000047683716},{"id":"https://openalex.org/keywords/radiometry","display_name":"Radiometry","score":0.6650999784469604},{"id":"https://openalex.org/keywords/geolocation","display_name":"Geolocation","score":0.6164000034332275},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.5722000002861023},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.567799985408783},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.48919999599456787},{"id":"https://openalex.org/keywords/radiometric-calibration","display_name":"Radiometric calibration","score":0.4562999904155731},{"id":"https://openalex.org/keywords/measurement-uncertainty","display_name":"Measurement uncertainty","score":0.4494999945163727},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.4253000020980835}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.8396000266075134},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.7335000038146973},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6825000047683716},{"id":"https://openalex.org/C87456703","wikidata":"https://www.wikidata.org/wiki/Q247760","display_name":"Radiometry","level":2,"score":0.6650999784469604},{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.6164000034332275},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.5722000002861023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5698999762535095},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.567799985408783},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.48919999599456787},{"id":"https://openalex.org/C2778522173","wikidata":"https://www.wikidata.org/wiki/Q7281293","display_name":"Radiometric calibration","level":3,"score":0.4562999904155731},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.4494999945163727},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.4253000020980835},{"id":"https://openalex.org/C183852935","wikidata":"https://www.wikidata.org/wiki/Q6002848","display_name":"Imaging spectrometer","level":3,"score":0.3815999925136566},{"id":"https://openalex.org/C104541649","wikidata":"https://www.wikidata.org/wiki/Q6935090","display_name":"Multispectral pattern recognition","level":3,"score":0.376800000667572},{"id":"https://openalex.org/C120189094","wikidata":"https://www.wikidata.org/wiki/Q850281","display_name":"Radiometer","level":2,"score":0.3732999861240387},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37229999899864197},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.37070000171661377},{"id":"https://openalex.org/C114700698","wikidata":"https://www.wikidata.org/wiki/Q2882278","display_name":"Spectral bands","level":2,"score":0.3544999957084656},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.3483000099658966},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.33410000801086426},{"id":"https://openalex.org/C176641082","wikidata":"https://www.wikidata.org/wiki/Q2446767","display_name":"Spectral signature","level":2,"score":0.3253999948501587},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C166689943","wikidata":"https://www.wikidata.org/wiki/Q850283","display_name":"Interferometry","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2915000021457672},{"id":"https://openalex.org/C2778329001","wikidata":"https://www.wikidata.org/wiki/Q4817104","display_name":"Atmospheric correction","level":3,"score":0.2856999933719635},{"id":"https://openalex.org/C60478076","wikidata":"https://www.wikidata.org/wiki/Q3036835","display_name":"Reference data","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C195766429","wikidata":"https://www.wikidata.org/wiki/Q394","display_name":"Metrology","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.2563000023365021},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2531999945640564}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tgrs.2025.3633954","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3633954","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/127404","is_oa":true,"landing_page_url":"https://hdl.handle.net/10044/1/127404","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"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":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/tgrs.2025.3633954","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3633954","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5563375541","display_name":null,"funder_award_id":"NE/X019071/","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G664974530","display_name":null,"funder_award_id":"4000146584/25/NL/J","funder_id":"https://openalex.org/F4320318240","funder_display_name":"European Space Agency"}],"funders":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1979981170","https://openalex.org/W1990792395","https://openalex.org/W1997074699","https://openalex.org/W2000839101","https://openalex.org/W2011511141","https://openalex.org/W2014000156","https://openalex.org/W2030596978","https://openalex.org/W2069250326","https://openalex.org/W2074036182","https://openalex.org/W2081115508","https://openalex.org/W2087397493","https://openalex.org/W2089433206","https://openalex.org/W2121185125","https://openalex.org/W2129685311","https://openalex.org/W2148964737","https://openalex.org/W2152842135","https://openalex.org/W2160122894","https://openalex.org/W2170757132","https://openalex.org/W2171068676","https://openalex.org/W2188098015","https://openalex.org/W2592829405","https://openalex.org/W2734376395","https://openalex.org/W2767898489","https://openalex.org/W3010282398","https://openalex.org/W3040814326","https://openalex.org/W3131825784","https://openalex.org/W3164997792","https://openalex.org/W3183766709","https://openalex.org/W4210642910","https://openalex.org/W4295973531","https://openalex.org/W4309758892","https://openalex.org/W4313435488","https://openalex.org/W4391305841","https://openalex.org/W4403599885"],"related_works":[],"abstract_inverted_index":{"A":[0,79,138],"new":[1],"generation":[2],"of":[3,32,36,140,181,204,257,290,298,306,316,331,359],"satellites":[4],"designed":[5,47],"for":[6,55,86,189,215,227,247,260,372],"low-uncertainty,":[7,360],"SI-traceable":[8],"measurements":[9],"-":[10,13],"termed":[11],"\u201dSITSats\u201d":[12],"marks":[14],"a":[15,51,127,156,266,313],"major":[16],"advancement":[17],"in":[18,59,68,192],"Earth":[19,42],"Observation":[20],"(EO)":[21],"capability.":[22],"These":[23],"missions":[24,371],"aim":[25],"to":[26,48,82,94,172,280,284,340,366],"enhance":[27],"the":[28,33,40,60,103,117,125,150,173,179,197,216,230,261,277,285,299,304,357],"performance":[29],"and":[30,75,99,108,119,152,211,224],"interoperability":[31],"EO":[34,57],"\u201csystem":[35],"systems\u201d.":[37],"Among":[38],"them,":[39],"ESA":[41],"Watch":[43],"TRUTHS":[44],"mission":[45],"is":[46,89,147,169,273,338],"serve":[49],"as":[50,116,124,252],"\u201dgold-standard\u201d":[52],"radiometric":[53,368],"reference":[54,118],"cross-calibrating":[56],"sensors":[58],"solar":[61],"reflective":[62],"domain.":[63],"In":[64],"this":[65],"work,":[66],"uncertainties":[67,256,308],"cross-calibration":[69],"comparisons":[70,228],"arising":[71,220],"from":[72,196,221],"sensor":[73,145,182,222],"characterisation":[74,146,223],"design":[76],"are":[77,162],"investigated.":[78],"processing":[80,154],"chain":[81],"prepare":[83],"collocated":[84],"data":[85,161,376],"uncertainty-quantified":[87],"comparison":[88,136,244],"presented.":[90],"This":[91,354],"includes":[92],"steps":[93],"perform":[95],"spectral":[96,151,278,327],"band":[97],"adjustment":[98],"spatial":[100,153],"resampling.":[101],"Using":[102],"Traceable":[104],"Radiometry":[105],"Underpinning":[106],"Terrestrial-":[107],"Helio-":[109],"Studies":[110],"(TRUTHS)":[111],"Hyperspectral":[112],"Imaging":[113],"Spectrometer":[114],"(HIS)":[115],"Sentinel-2":[120,160,287],"MultiSpectral":[121],"Imager":[122],"(MSI)":[123],"target,":[126],"simulation":[128,198],"study":[129],"based":[130],"on":[131],"high-resolution":[132],"imagery":[133],"assesses":[134],"achievable":[135],"performance.":[137],"subset":[139],"uncertainty":[141,201,226,272,333],"effects":[142,219],"driven":[143,274],"by":[144,276,343],"propagated":[148],"through":[149],"using":[155,238],"Monte":[157],"Carlo":[158],"approach.":[159],"assumed":[163],"at":[164],"10":[165],"m":[166,242,269],"resolution,":[167],"which":[168],"most":[170],"sensitive":[171],"errors":[174,322],"considered.":[175],"The":[176,271,329],"results":[177],"highlight":[178],"importance":[180],"characterisation,":[183],"particularly":[184],"inherent":[185,286],"in-flight":[186],"wavelength":[187,288],"knowledge":[188,289],"target":[190],"sensors,":[191],"such":[193,251],"comparisons.":[194],"Results":[195,246],"analysis":[199,355],"give":[200],"estimates":[202],"(k=1)":[203],"0.31":[205],"%":[206,209,213,259,282],"(blue),":[207],"0.50":[208],"(green),":[210],"0.23":[212],"(red)":[214],"combined":[217],"error":[218],"geolocation":[225,336],"over":[229,265,346,350],"Libya-4":[231],"desert":[232],"Pseudo":[233],"Invariant":[234],"Calibration":[235],"Sites":[236],"(PICS)":[237],"an":[239],"instantaneous":[240],"205":[241],"square":[243],"region.":[245],"more":[248],"heterogeneous":[249],"scenes,":[250],"rainforest,":[253],"still":[254],"achieve":[255],"0.6-1.2":[258],"red-green-blue":[262],"(RGB)":[263],"bands":[264],"200":[267],"m\u00d7200":[268],"area.":[270],"largely":[275],"component-up":[279],"1":[281,291],"due":[283],"nm":[292],"across":[293,370],"various":[294],"representative":[295],"scenes":[296,324],"outside":[297],"atmospheric":[300],"absorption":[301],"bands.":[302],"While":[303],"impact":[305,330],"these":[307],"may":[309],"decrease":[310],"when":[311,323],"considering":[312],"diverse":[314],"range":[315],"scene":[317],"types,":[318],"they":[319],"introduce":[320],"systematic":[321],"share":[325],"similar":[326],"characteristics.":[328],"some":[332],"contributions,":[334],"e.g.,":[335],"uncertainty,":[337],"shown":[339],"substantially":[341],"reduce":[342],"aggregating":[344],"samples":[345],"larger":[347],"regions":[348],"or":[349],"longer":[351],"time":[352],"periods.":[353],"supports":[356],"development":[358],"ideally":[361],"SITSat-enabled":[362],"intercalibration":[363],"approaches":[364],"needed":[365],"ensure":[367],"consistency":[369],"generating":[373],"long-term":[374],"climate":[375],"records.":[377]},"counts_by_year":[],"updated_date":"2025-12-05T23:21:25.405358","created_date":"2025-11-17T00:00:00"}
