{"id":"https://openalex.org/W3094509504","doi":"https://doi.org/10.3390/rs12213470","title":"Cross-Sensor Quality Assurance for Marine Observatories","display_name":"Cross-Sensor Quality Assurance for Marine Observatories","publication_year":2020,"publication_date":"2020-10-22","ids":{"openalex":"https://openalex.org/W3094509504","doi":"https://doi.org/10.3390/rs12213470","mag":"3094509504"},"language":"en","primary_location":{"id":"doi:10.3390/rs12213470","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12213470","pdf_url":"https://www.mdpi.com/2072-4292/12/21/3470/pdf?version=1603356103","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/2072-4292/12/21/3470/pdf?version=1603356103","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045471642","display_name":"Roee Diamant","orcid":"https://orcid.org/0000-0002-2430-7061"},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Roee Diamant","raw_affiliation_strings":["Department of Marine Technologies, Charney School of Marine Sciences (CSMS), University of Haifa, Haifa 3498838, Israel"],"raw_orcid":"https://orcid.org/0000-0002-2430-7061","affiliations":[{"raw_affiliation_string":"Department of Marine Technologies, Charney School of Marine Sciences (CSMS), University of Haifa, Haifa 3498838, Israel","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066617353","display_name":"Ilan Shachar","orcid":null},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ilan Shachar","raw_affiliation_strings":["Department of Marine Technologies, Charney School of Marine Sciences (CSMS), University of Haifa, Haifa 3498838, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Marine Technologies, Charney School of Marine Sciences (CSMS), University of Haifa, Haifa 3498838, Israel","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037241072","display_name":"Yizhaq Makovsky","orcid":"https://orcid.org/0000-0001-6762-9549"},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yizhaq Makovsky","raw_affiliation_strings":["Department of Marine Geosciences, CSMS, University of Haifa, Haifa 3498838, Israel","Department of Marine Technologies, Charney School of Marine Sciences (CSMS), University of Haifa, Haifa 3498838, Israel"],"raw_orcid":"https://orcid.org/0000-0001-6762-9549","affiliations":[{"raw_affiliation_string":"Department of Marine Geosciences, CSMS, University of Haifa, Haifa 3498838, Israel","institution_ids":["https://openalex.org/I91203450"]},{"raw_affiliation_string":"Department of Marine Technologies, Charney School of Marine Sciences (CSMS), University of Haifa, Haifa 3498838, Israel","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101472594","display_name":"Bruno M. Ferreira","orcid":"https://orcid.org/0000-0002-5508-0576"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bruno Miguel Ferreira","raw_affiliation_strings":["INESC TEC and Faculty of Engineering, University of Porto, 4099-002 Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-5508-0576","affiliations":[{"raw_affiliation_string":"INESC TEC and Faculty of Engineering, University of Porto, 4099-002 Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050874422","display_name":"Nuno Cruz","orcid":"https://orcid.org/0000-0001-6365-9492"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Alexandre Cruz","raw_affiliation_strings":["INESC TEC and Faculty of Engineering, University of Porto, 4099-002 Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-6365-9492","affiliations":[{"raw_affiliation_string":"INESC TEC and Faculty of Engineering, University of Porto, 4099-002 Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045471642"],"corresponding_institution_ids":["https://openalex.org/I91203450"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6078,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67554859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"12","issue":"21","first_page":"3470","last_page":"3470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.988099992275238,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6249030828475952},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5507097840309143},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.5014739036560059},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.489950567483902},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.48344287276268005},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.44363054633140564},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.42926815152168274},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.41173601150512695},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.16724443435668945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16445472836494446},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11052939295768738}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6249030828475952},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5507097840309143},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.5014739036560059},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.489950567483902},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.48344287276268005},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.44363054633140564},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.42926815152168274},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.41173601150512695},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.16724443435668945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16445472836494446},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11052939295768738},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12213470","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12213470","pdf_url":"https://www.mdpi.com/2072-4292/12/21/3470/pdf?version=1603356103","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:55d5d32fea204536998bf747359b348a","is_oa":true,"landing_page_url":"https://doaj.org/article/55d5d32fea204536998bf747359b348a","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 12, Iss 21, p 3470 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/21/3470/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12213470","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 12; Issue 21; Pages: 3470","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12213470","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12213470","pdf_url":"https://www.mdpi.com/2072-4292/12/21/3470/pdf?version=1603356103","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":[{"score":0.5699999928474426,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G805138914","display_name":null,"funder_award_id":"3-16525","funder_id":"https://openalex.org/F4320323706","funder_display_name":"Ministry of Science and Technology, Israel"}],"funders":[{"id":"https://openalex.org/F4320323706","display_name":"Ministry of Science and Technology, Israel","ror":"https://ror.org/02heb2n75"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094509504.pdf","grobid_xml":"https://content.openalex.org/works/W3094509504.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W238678814","https://openalex.org/W1667332724","https://openalex.org/W1907224305","https://openalex.org/W1964357740","https://openalex.org/W1966216955","https://openalex.org/W1992857472","https://openalex.org/W2010372024","https://openalex.org/W2033788939","https://openalex.org/W2037484226","https://openalex.org/W2039061740","https://openalex.org/W2082406914","https://openalex.org/W2096456405","https://openalex.org/W2106198479","https://openalex.org/W2170547958","https://openalex.org/W2175390559","https://openalex.org/W2198764335","https://openalex.org/W2289669588","https://openalex.org/W2400488166","https://openalex.org/W2489652676","https://openalex.org/W2758979199","https://openalex.org/W2895795529","https://openalex.org/W2896465697","https://openalex.org/W2900176421","https://openalex.org/W2904733276","https://openalex.org/W2940752827","https://openalex.org/W2963867122","https://openalex.org/W4239510810","https://openalex.org/W4285719527","https://openalex.org/W6658932489","https://openalex.org/W6712657761","https://openalex.org/W7064226180"],"related_works":["https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W4283314094","https://openalex.org/W2806741695","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258"],"abstract_inverted_index":{"Measuring":[0],"and":[1,6,9,43,193],"forecasting":[2],"changes":[3],"in":[4,24,58,155,161],"coastal":[5],"deep-water":[7],"ecosystems":[8],"climates":[10],"requires":[11],"sustained":[12],"long-term":[13],"measurements":[14],"from":[15,27,105,114],"marine":[16,28],"observation":[17],"systems.":[18],"One":[19],"of":[20,52,61,67,69,84,101,119,137,184],"the":[21,59,65,98,129,138,149,156],"key":[22],"considerations":[23],"analyzing":[25],"data":[26,35,70,103],"observatories":[29],"is":[30,64,122,146,152],"quality":[31],"assurance":[32],"(QA).":[33],"The":[34],"acquired":[36],"by":[37,109,173],"these":[38],"infrastructures":[39],"accumulates":[40],"into":[41],"Giga":[42],"Terabytes":[44],"per":[45],"year,":[46],"necessitating":[47],"an":[48,106,188],"accurate":[49,192],"automatic":[50],"identification":[51],"false":[53,194],"samples.":[54],"A":[55],"particular":[56],"challenge":[57],"QA":[60,94],"oceanographic":[62,131],"datasets":[63,121],"avoidance":[66],"disqualification":[68,99,145,195],"samples":[71,113],"that,":[72],"while":[73],"appearing":[74],"as":[75,125],"outliers,":[76],"actually":[77],"represent":[78],"real":[79],"short-term":[80],"phenomena,":[81],"that":[82,96,133],"are":[83],"importance.":[85],"In":[86,141],"this":[87],"paper,":[88],"we":[89],"present":[90,153],"a":[91,102,144,167,182],"novel":[92],"cross-sensor":[93],"approach":[95],"validates":[97],"decision":[100],"sample":[104],"examined":[107,139,157],"dataset":[108,171],"comparing":[110],"it":[111],"to":[112,126,199],"related":[115,120,163],"datasets.":[116,164],"This":[117],"group":[118],"chosen":[123],"so":[124],"reflect":[127],"upon":[128],"same":[130],"phenomena":[132],"enable":[134],"some":[135],"prediction":[136],"dataset.":[140],"our":[142,174],"approach,":[143],"validated":[147],"if":[148],"detected":[150],"anomaly":[151],"only":[154],"dataset,":[158],"but":[159],"not":[160],"its":[162],"Results":[165],"for":[166],"surface":[168],"water":[169],"temperature":[170],"recorded":[172],"Texas":[175],"A&amp;M\u2014Haifa":[176],"Eastern":[177],"Mediterranean":[178],"Marine":[179],"Observatory":[180],"(THEMO)\u2014over":[181],"period":[183],"7":[185],"months,":[186],"show":[187],"improved":[189],"trade-off":[190],"between":[191],"rates":[196],"when":[197],"compared":[198],"two":[200],"standard":[201],"benchmark":[202],"schemes.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2020-10-29T00:00:00"}
