{"id":"https://openalex.org/W2040842503","doi":"https://doi.org/10.3390/rs2030794","title":"Introduction and Assessment of Measures for Quantitative Model-Data Comparison Using Satellite Images","display_name":"Introduction and Assessment of Measures for Quantitative Model-Data Comparison Using Satellite Images","publication_year":2010,"publication_date":"2010-03-19","ids":{"openalex":"https://openalex.org/W2040842503","doi":"https://doi.org/10.3390/rs2030794","mag":"2040842503"},"language":"en","primary_location":{"id":"doi:10.3390/rs2030794","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs2030794","pdf_url":"https://www.mdpi.com/2072-4292/2/3/794/pdf?version=1403129165","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/2072-4292/2/3/794/pdf?version=1403129165","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024837964","display_name":"Jann Paul Mattern","orcid":"https://orcid.org/0000-0002-8291-5161"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jann Paul Mattern","raw_affiliation_strings":["Department of Mathematics and Statistics, Dalhousie University, Halifax B3H 3J5, NS, Canada","Department of Oceanography, Dalhousie University, Halifax B3H 4J1, NS, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Dalhousie University, Halifax B3H 3J5, NS, Canada","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Department of Oceanography, Dalhousie University, Halifax B3H 4J1, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000863608","display_name":"Katja Fennel","orcid":"https://orcid.org/0000-0003-3170-2331"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Katja Fennel","raw_affiliation_strings":["Department of Oceanography, Dalhousie University, Halifax B3H 4J1, NS, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oceanography, Dalhousie University, Halifax B3H 4J1, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023636507","display_name":"Michael K. Dowd","orcid":"https://orcid.org/0000-0002-1195-6441"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael Dowd","raw_affiliation_strings":["Department of Mathematics and Statistics, Dalhousie University, Halifax B3H 3J5, NS, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Dalhousie University, Halifax B3H 3J5, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024837964"],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":{"value":2700,"currency":"CHF","value_usd":3258},"apc_paid":{"value":2700,"currency":"CHF","value_usd":3258},"fwci":2.5982,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89675502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"2","issue":"3","first_page":"794","last_page":"818"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9952999949455261,"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"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9900000095367432,"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9803000092506409,"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/computer-science","display_name":"Computer science","score":0.6034609079360962},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5947831869125366},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5774120688438416},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5123935341835022},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.4833373725414276},{"id":"https://openalex.org/keywords/statistical-power","display_name":"Statistical power","score":0.4514615833759308},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.44042178988456726},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.42492809891700745},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.41878071427345276},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3724554777145386},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.37164539098739624},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3413669764995575},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2215231955051422},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.12378475069999695},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11943739652633667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6034609079360962},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5947831869125366},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5774120688438416},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5123935341835022},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.4833373725414276},{"id":"https://openalex.org/C96608239","wikidata":"https://www.wikidata.org/wiki/Q1199823","display_name":"Statistical power","level":2,"score":0.4514615833759308},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.44042178988456726},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.42492809891700745},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.41878071427345276},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3724554777145386},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37164539098739624},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3413669764995575},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2215231955051422},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.12378475069999695},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11943739652633667},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs2030794","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs2030794","pdf_url":"https://www.mdpi.com/2072-4292/2/3/794/pdf?version=1403129165","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:dal.scholaris.ca:10222/49066","is_oa":true,"landing_page_url":"http://hdl.handle.net/10222/49066","pdf_url":"https://dal.scholaris.ca/bitstreams/d6bd943c-433f-4333-b746-4cbaa4c9ce17/download","source":{"id":"https://openalex.org/S7407064432","display_name":"DalSpace (Dalhousie University)","issn_l":"2041-2096","issn":["2041-2096"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129902397","host_organization_name":"Dalhousie University","host_organization_lineage":["https://openalex.org/I129902397"],"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":"article"},{"id":"pmh:oai:doaj.org/article:c71e760820a7480cbc915396c4c5cd4f","is_oa":true,"landing_page_url":"https://doaj.org/article/c71e760820a7480cbc915396c4c5cd4f","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 2, Iss 3, Pp 794-818 (2010)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs2030794","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs2030794","pdf_url":"https://www.mdpi.com/2072-4292/2/3/794/pdf?version=1403129165","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":0.8600000143051147,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G5202902238","display_name":null,"funder_award_id":"N00014-06-1-0739","funder_id":"https://openalex.org/F4320333591","funder_display_name":"Multidisciplinary University Research Initiative"},{"id":"https://openalex.org/G8876996369","display_name":null,"funder_award_id":"N00014","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320333591","display_name":"Multidisciplinary University Research Initiative","ror":null},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2040842503.pdf","grobid_xml":"https://content.openalex.org/works/W2040842503.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1556550778","https://openalex.org/W1573860137","https://openalex.org/W1875211230","https://openalex.org/W1964794811","https://openalex.org/W1980193333","https://openalex.org/W2007688248","https://openalex.org/W2020741755","https://openalex.org/W2058499388","https://openalex.org/W2062276559","https://openalex.org/W2070778077","https://openalex.org/W2080851550","https://openalex.org/W2088392889","https://openalex.org/W2091660302","https://openalex.org/W2107105977","https://openalex.org/W2121814567","https://openalex.org/W2125382552","https://openalex.org/W2125837326","https://openalex.org/W2129145131","https://openalex.org/W2140659444","https://openalex.org/W2142431032","https://openalex.org/W2150377784","https://openalex.org/W2160754664","https://openalex.org/W2168561568","https://openalex.org/W2296349981","https://openalex.org/W2499340346"],"related_works":["https://openalex.org/W2654527859","https://openalex.org/W1666666856","https://openalex.org/W2276167504","https://openalex.org/W3188177659","https://openalex.org/W2393565244","https://openalex.org/W2991924068","https://openalex.org/W3005324741","https://openalex.org/W2035749901","https://openalex.org/W583624554","https://openalex.org/W2068200129"],"abstract_inverted_index":{"Satellite":[0],"observations":[1],"of":[2,15,45,64,89],"the":[3,10,42,93,99,106],"oceans":[4],"have":[5,52],"great":[6],"potential":[7],"to":[8,66,73],"improve":[9],"quality":[11],"and":[12,19,37,48,75,98,113],"predictive":[13],"power":[14],"numerical":[16],"ocean":[17],"models":[18],"are":[20,79],"frequently":[21],"used":[22,55,108],"in":[23,56,81],"model":[24,49],"skill":[25],"assessment":[26],"as":[27,29],"well":[28],"data":[30],"assimilation.":[31],"In":[32],"this":[33,57],"study":[34],"we":[35],"introduce":[36],"compare":[38,67],"various":[39],"measures":[40],"for":[41],"quantitative":[43],"comparison":[44],"satellite":[46,82],"images":[47],"output":[50],"that":[51,87],"not":[53],"been":[54],"context":[58],"before.":[59],"We":[60],"devised":[61],"a":[62],"series":[63],"test":[65],"their":[68,71],"performance,":[69],"including":[70],"sensitivity":[72],"noise":[74],"missing":[76],"values,":[77],"which":[78],"ubiquitous":[80],"images.":[83],"Our":[84],"results":[85],"show":[86],"two":[88],"our":[90],"adapted":[91],"measures,":[92],"Adapted":[94],"Gray":[95],"Block":[96],"distance":[97,101],"entropic":[100],"D2,":[102],"perform":[103],"better":[104],"than":[105],"commonly":[107],"root":[109],"mean":[110],"square":[111],"error":[112],"image":[114],"correlation.":[115]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-09-13T09:14:26.050021","created_date":"2025-10-10T00:00:00"}
