{"id":"https://openalex.org/W3201517502","doi":"https://doi.org/10.3390/rs13183741","title":"A Completeness and Complementarity Analysis of the Data Sources in the NOAA In Situ Sea Surface Temperature Quality Monitor (iQuam) System","display_name":"A Completeness and Complementarity Analysis of the Data Sources in the NOAA In Situ Sea Surface Temperature Quality Monitor (iQuam) System","publication_year":2021,"publication_date":"2021-09-18","ids":{"openalex":"https://openalex.org/W3201517502","doi":"https://doi.org/10.3390/rs13183741","mag":"3201517502"},"language":"en","primary_location":{"id":"doi:10.3390/rs13183741","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13183741","pdf_url":"https://www.mdpi.com/2072-4292/13/18/3741/pdf?version=1631955355","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/2072-4292/13/18/3741/pdf?version=1631955355","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100399657","display_name":"Haifeng Zhang","orcid":"https://orcid.org/0000-0001-5883-9720"},"institutions":[{"id":"https://openalex.org/I4210133019","display_name":"NOAA Center for Satellite Applications and Research","ror":"https://ror.org/03yn06t56","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I1343035065","https://openalex.org/I4210089050","https://openalex.org/I4210133019"]},{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Haifeng Zhang","raw_affiliation_strings":["Cooperative Institute for Research in the Atmosphere, Colorado State University, Fort Collins, CO 80523, USA","NOAA Center for Satellite Applications and Research, College Park, MD 20740, USA"],"raw_orcid":"https://orcid.org/0000-0001-5883-9720","affiliations":[{"raw_affiliation_string":"Cooperative Institute for Research in the Atmosphere, Colorado State University, Fort Collins, CO 80523, USA","institution_ids":["https://openalex.org/I92446798"]},{"raw_affiliation_string":"NOAA Center for Satellite Applications and Research, College Park, MD 20740, USA","institution_ids":["https://openalex.org/I4210133019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003410820","display_name":"Alexander Ignatov","orcid":"https://orcid.org/0000-0002-7463-5944"},"institutions":[{"id":"https://openalex.org/I4210133019","display_name":"NOAA Center for Satellite Applications and Research","ror":"https://ror.org/03yn06t56","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I1343035065","https://openalex.org/I4210089050","https://openalex.org/I4210133019"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Ignatov","raw_affiliation_strings":["NOAA Center for Satellite Applications and Research, College Park, MD 20740, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOAA Center for Satellite Applications and Research, College Park, MD 20740, USA","institution_ids":["https://openalex.org/I4210133019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100399657"],"corresponding_institution_ids":["https://openalex.org/I4210133019","https://openalex.org/I92446798"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.382,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64363376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"13","issue":"18","first_page":"3741","last_page":"3741"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T10029","display_name":"Climate variability and models","score":0.9961000084877014,"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"}},{"id":"https://openalex.org/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9929999709129333,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/argo","display_name":"Argo","score":0.7592142820358276},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6554872393608093},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5456098914146423},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.5373494029045105},{"id":"https://openalex.org/keywords/sea-surface-temperature","display_name":"Sea surface temperature","score":0.5273483991622925},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.48434460163116455},{"id":"https://openalex.org/keywords/buoy","display_name":"Buoy","score":0.4311806559562683},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.38544222712516785},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3523958921432495},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20835629105567932},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.17023029923439026},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1353805661201477},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08984032273292542}],"concepts":[{"id":"https://openalex.org/C51614570","wikidata":"https://www.wikidata.org/wiki/Q647931","display_name":"Argo","level":2,"score":0.7592142820358276},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6554872393608093},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5456098914146423},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.5373494029045105},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.5273483991622925},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.48434460163116455},{"id":"https://openalex.org/C2779847632","wikidata":"https://www.wikidata.org/wiki/Q30026","display_name":"Buoy","level":2,"score":0.4311806559562683},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38544222712516785},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3523958921432495},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20835629105567932},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.17023029923439026},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1353805661201477},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08984032273292542},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13183741","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13183741","pdf_url":"https://www.mdpi.com/2072-4292/13/18/3741/pdf?version=1631955355","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:2e466a3836ae47318c95254cf86e357d","is_oa":true,"landing_page_url":"https://doaj.org/article/2e466a3836ae47318c95254cf86e357d","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 13, Iss 18, p 3741 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/18/3741/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13183741","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 18; Pages: 3741","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13183741","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13183741","pdf_url":"https://www.mdpi.com/2072-4292/13/18/3741/pdf?version=1631955355","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":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8799999952316284}],"awards":[{"id":"https://openalex.org/G2811385684","display_name":null,"funder_award_id":"NA19OAR4320073","funder_id":"https://openalex.org/F4320332181","funder_display_name":"National Oceanic and Atmospheric Administration"}],"funders":[{"id":"https://openalex.org/F4320306111","display_name":"U.S. Department of Commerce","ror":"https://ror.org/04chq2495"},{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3201517502.pdf","grobid_xml":"https://content.openalex.org/works/W3201517502.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1491624934","https://openalex.org/W1935154702","https://openalex.org/W1967729191","https://openalex.org/W1972540038","https://openalex.org/W1987727372","https://openalex.org/W2019770066","https://openalex.org/W2032649356","https://openalex.org/W2042173009","https://openalex.org/W2054947578","https://openalex.org/W2055172168","https://openalex.org/W2064933962","https://openalex.org/W2073064546","https://openalex.org/W2079040213","https://openalex.org/W2081643758","https://openalex.org/W2081685044","https://openalex.org/W2106707682","https://openalex.org/W2124384003","https://openalex.org/W2137324683","https://openalex.org/W2139461492","https://openalex.org/W2178038443","https://openalex.org/W2178323614","https://openalex.org/W2198764335","https://openalex.org/W2328718646","https://openalex.org/W2465808793","https://openalex.org/W2521064515","https://openalex.org/W2744106438","https://openalex.org/W2898371523","https://openalex.org/W2946547034","https://openalex.org/W2954582938","https://openalex.org/W2955579114","https://openalex.org/W2971281424","https://openalex.org/W3162738437","https://openalex.org/W6629465457","https://openalex.org/W6701807585","https://openalex.org/W6795419275"],"related_works":["https://openalex.org/W4312578013","https://openalex.org/W3001611209","https://openalex.org/W2388889035","https://openalex.org/W3153458872","https://openalex.org/W2984862181","https://openalex.org/W2937439589","https://openalex.org/W2148272468","https://openalex.org/W2121826578","https://openalex.org/W2385864791","https://openalex.org/W2107338433"],"abstract_inverted_index":{"In":[0],"situ":[1,27,41,62],"sea":[2],"surface":[3],"temperatures":[4],"(SST)":[5],"are":[6,100,104,134,190,199,206,220,232],"the":[7,11,80,105,239,262],"key":[8],"component":[9],"of":[10,16,82,91,107],"calibration":[12],"and":[13,20,44,52,94,97,103,119,126,147,154,165,196,203,226],"validation":[14],"(Cal/Val)":[15],"satellite":[17,117],"SST":[18,28,42],"retrievals":[19],"data":[21,63,69,86,132,174,252],"assimilation":[22],"(DA).":[23],"The":[24,88,248],"NOAA":[25],"in":[26,40,61,85,116,194,201,209,216,223,244],"Quality":[29],"Monitor":[30],"(iQuam)":[31],"aims":[32],"to":[33,55,67,74,238],"collect,":[34],"from":[35,70,178,261],"various":[36,92],"sources,":[37,73],"all":[38,245],"available":[39],"data,":[43],"integrate":[45],"them":[46],"into":[47],"a":[48],"maximally":[49],"complete,":[50],"uniform,":[51],"accurate":[53],"dataset":[54],"support":[56],"these":[57],"applications.":[58],"For":[59,110],"each":[60,212],"type,":[64],"iQuam":[65],"strives":[66],"ingest":[68],"several":[71],"independent":[72],"ensure":[75],"most":[76],"complete":[77],"coverage,":[78],"at":[79],"cost":[81],"some":[83],"redundancy":[84],"feeds.":[87],"relative":[89],"completeness":[90],"inputs":[93],"their":[95],"consistency":[96],"mutual":[98],"complementarity":[99],"often":[101],"unknown":[102],"focus":[106],"this":[108],"study.":[109],"four":[111],"platform":[112,182],"types":[113],"customarily":[114],"employed":[115],"Cal/Val":[118],"DA":[120],"(drifting":[121],"buoys,":[122],"tropical":[123],"moorings,":[124],"ships,":[125],"Argo":[127,167,250,264],"floats),":[128],"five":[129],"widely":[130],"known":[131],"sets":[133],"analyzed:":[135],"(1)":[136],"International":[137],"Comprehensive":[138],"Ocean-Atmosphere":[139],"Data":[140,169],"Set":[141],"(ICOADS),":[142],"(2)":[143],"Fleet":[144],"Numerical":[145],"Meteorology":[146],"Oceanography":[148],"Center":[149],"(FNMOC),":[150],"(3)":[151],"Atlantic":[152],"Oceanographic":[153],"Meteorological":[155],"Laboratory":[156],"(AOML),":[157],"(4)":[158],"Copernicus":[159],"Marine":[160],"Environment":[161],"Monitoring":[162],"Service":[163],"(CMEMS),":[164],"(5)":[166],"Global":[168],"Assembly":[170],"Centers":[171],"(GDACs).":[172],"Each":[173],"set":[175,253],"reports":[176,231],"SSTs":[177],"one":[179],"or":[180],"more":[181,191],"types.":[183],"It":[184],"is":[185],"found":[186],"that":[187],"drifting":[188],"buoys":[189],"fully":[192],"represented":[193,222],"FNMOC":[195,202],"CMEMS.":[197,217,227],"Ships":[198],"reported":[200],"ICOADS,":[204,224],"which":[205],"best":[207],"used":[208],"conjunction":[210],"with":[211,259],"other,":[213],"but":[214],"not":[215],"Tropical":[218],"moorings":[219],"well":[221],"FNMOC,":[225],"Some":[228],"CMEMS":[229,249],"mooring":[230],"sampled":[233],"every":[234],"10":[235],"min":[236],"(compared":[237],"standard":[240],"1":[241],"h":[242],"sampling":[243],"other":[246],"datasets).":[247],"profiling":[251],"is,":[254],"as":[255],"expected,":[256],"nearly":[257],"identical":[258],"those":[260],"two":[263],"GDACs.":[265]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-09-27T00:00:00"}
