{"id":"https://openalex.org/W2803964271","doi":"https://doi.org/10.3390/rs10050775","title":"Machine Learning Automatic Model Selection Algorithm for Oceanic Chlorophyll-a Content Retrieval","display_name":"Machine Learning Automatic Model Selection Algorithm for Oceanic Chlorophyll-a Content Retrieval","publication_year":2018,"publication_date":"2018-05-17","ids":{"openalex":"https://openalex.org/W2803964271","doi":"https://doi.org/10.3390/rs10050775","mag":"2803964271"},"language":"en","primary_location":{"id":"doi:10.3390/rs10050775","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10050775","pdf_url":"https://www.mdpi.com/2072-4292/10/5/775/pdf?version=1526544211","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/2072-4292/10/5/775/pdf?version=1526544211","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057190499","display_name":"Katalin Blix","orcid":"https://orcid.org/0000-0002-1800-3811"},"institutions":[{"id":"https://openalex.org/I78037679","display_name":"UiT The Arctic University of Norway","ror":"https://ror.org/00wge5k78","country_code":"NO","type":"education","lineage":["https://openalex.org/I78037679"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Katalin Blix","raw_affiliation_strings":["UiT the Arctic University of Norway, P.O. box 6050 Langnes, NO-9037 Troms\u00f8, Norway"],"affiliations":[{"raw_affiliation_string":"UiT the Arctic University of Norway, P.O. box 6050 Langnes, NO-9037 Troms\u00f8, Norway","institution_ids":["https://openalex.org/I78037679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016021299","display_name":"Torbj\u00f8rn Eltoft","orcid":"https://orcid.org/0000-0002-1597-4364"},"institutions":[{"id":"https://openalex.org/I78037679","display_name":"UiT The Arctic University of Norway","ror":"https://ror.org/00wge5k78","country_code":"NO","type":"education","lineage":["https://openalex.org/I78037679"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Torbj\u00f8rn Eltoft","raw_affiliation_strings":["UiT the Arctic University of Norway, P.O. box 6050 Langnes, NO-9037 Troms\u00f8, Norway"],"affiliations":[{"raw_affiliation_string":"UiT the Arctic University of Norway, P.O. box 6050 Langnes, NO-9037 Troms\u00f8, Norway","institution_ids":["https://openalex.org/I78037679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057190499"],"corresponding_institution_ids":["https://openalex.org/I78037679"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":5.1978,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.9484956,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"10","issue":"5","first_page":"775","last_page":"775"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/T10032","display_name":"Marine and coastal ecosystems","score":0.9265999794006348,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9146999716758728,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7181450128555298},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5125886797904968},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4758560359477997},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45335426926612854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.443853497505188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09847131371498108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7181450128555298},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5125886797904968},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4758560359477997},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45335426926612854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.443853497505188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09847131371498108},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs10050775","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10050775","pdf_url":"https://www.mdpi.com/2072-4292/10/5/775/pdf?version=1526544211","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:93ca76dc0d6c4c7695e3a26a690130af","is_oa":true,"landing_page_url":"https://doaj.org/article/93ca76dc0d6c4c7695e3a26a690130af","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 10, Iss 5, p 775 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/5/775/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10050775","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","raw_type":"Text"},{"id":"pmh:oai:munin.uit.no:10037/14038","is_oa":true,"landing_page_url":"https://hdl.handle.net/10037/14038","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs10050775","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10050775","pdf_url":"https://www.mdpi.com/2072-4292/10/5/775/pdf?version=1526544211","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":0.7400000095367432,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2803964271.pdf","grobid_xml":"https://content.openalex.org/works/W2803964271.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W265406881","https://openalex.org/W576428146","https://openalex.org/W854488091","https://openalex.org/W1560724230","https://openalex.org/W1567919582","https://openalex.org/W1652686173","https://openalex.org/W1894357780","https://openalex.org/W1964357740","https://openalex.org/W1965287008","https://openalex.org/W1970370394","https://openalex.org/W1975285091","https://openalex.org/W1976251851","https://openalex.org/W1976416877","https://openalex.org/W1978366487","https://openalex.org/W1989295284","https://openalex.org/W1996195892","https://openalex.org/W2002933177","https://openalex.org/W2005054528","https://openalex.org/W2007101051","https://openalex.org/W2007342648","https://openalex.org/W2015596806","https://openalex.org/W2026633860","https://openalex.org/W2040649777","https://openalex.org/W2045331152","https://openalex.org/W2053022429","https://openalex.org/W2054412566","https://openalex.org/W2063178769","https://openalex.org/W2069879447","https://openalex.org/W2072927553","https://openalex.org/W2073503722","https://openalex.org/W2076904135","https://openalex.org/W2090878061","https://openalex.org/W2092770811","https://openalex.org/W2095305124","https://openalex.org/W2096018235","https://openalex.org/W2100738276","https://openalex.org/W2114480465","https://openalex.org/W2118955589","https://openalex.org/W2120647186","https://openalex.org/W2129932080","https://openalex.org/W2133910563","https://openalex.org/W2134765652","https://openalex.org/W2138187909","https://openalex.org/W2138695073","https://openalex.org/W2139095875","https://openalex.org/W2140939548","https://openalex.org/W2148426952","https://openalex.org/W2149876895","https://openalex.org/W2154712272","https://openalex.org/W2159232670","https://openalex.org/W2167881994","https://openalex.org/W2171858547","https://openalex.org/W2233208775","https://openalex.org/W2298869788","https://openalex.org/W2461497717","https://openalex.org/W2466906145","https://openalex.org/W2513884524","https://openalex.org/W2517171266","https://openalex.org/W2569837375","https://openalex.org/W2583599952","https://openalex.org/W2595609330","https://openalex.org/W2791712457","https://openalex.org/W4205699531","https://openalex.org/W4211049957","https://openalex.org/W4232421753","https://openalex.org/W6677008950","https://openalex.org/W6726398038","https://openalex.org/W6758804334"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Ocean":[0],"Color":[1],"remote":[2],"sensing":[3],"has":[4,21,242],"a":[5,70,91,112,128,170,207,243,255,266],"great":[6,71,244],"importance":[7],"in":[8,24,142,155],"monitoring":[9],"of":[10,15,37,73,151,233],"aquatic":[11,105],"environments.":[12,106],"The":[13,173],"number":[14,72,148],"optical":[16],"imaging":[17],"sensors":[18],"onboard":[19],"satellites":[20],"been":[22],"increasing":[23],"the":[25,38,63,86,100,124,140,147,159,216,230,234,261],"past":[26],"decades,":[27],"allowing":[28],"to":[29,52,114,138,153,157,181,214,228,246],"retrieve":[30,53],"information":[31],"about":[32],"various":[33,49],"water":[34,54,78,269],"quality":[35,55,79,270],"parameters":[36,56,80],"world\u2019s":[39],"oceans":[40],"and":[41,66,149,187,200,209,272],"inland":[42],"waters.":[43],"This":[44,97],"is":[45,69,98,179],"done":[46],"by":[47,191],"using":[48,192],"regression":[50,136,203],"algorithms":[51,75],"from":[57,224],"remotely":[58],"sensed":[59],"multi-spectral":[60],"data":[61],"for":[62,76,90,102,127,169,185,249,259,265],"given":[64,92,129,267],"sensor":[65],"environment.":[67,273],"There":[68],"such":[74],"estimating":[77],"with":[81],"different":[82],"performances.":[83],"Hence,":[84],"choosing":[85],"most":[87,262],"suitable":[88,263],"model":[89,126,264],"purpose":[93],"can":[94,166,253],"be":[95,167,247,254],"challenging.":[96],"especially":[99],"fact":[101],"optically":[103,188,225],"complex":[104,189,226],"In":[107],"this":[108],"paper,":[109],"we":[110,176,220],"present":[111,177],"concept":[113],"an":[115],"Automatic":[116],"Model":[117],"Selection":[118],"Algorithm":[119],"(AMSA)":[120],"aiming":[121],"at":[122],"determining":[123],"best":[125,160,217,235],"matchup":[130,212],"dataset.":[131],"AMSA":[132,144,165,175,241],"automatically":[133],"chooses":[134],"between":[135],"models":[137],"estimate":[139,182],"parameter":[141,271],"interest.":[143],"also":[145],"determines":[146],"combination":[150],"features":[152],"use":[154,206,221],"order":[156],"obtain":[158],"model.":[161],"We":[162,205],"show":[163],"how":[164],"built":[168],"certain":[171],"application.":[172],"example":[174],"here":[178],"designed":[180],"oceanic":[183],"Chlorophyll-a":[184],"global":[186],"waters":[190,227],"four":[193],"Machine":[194],"Learning":[195],"(ML)":[196],"feature":[197],"ranking":[198],"methods":[199],"three":[201],"ML":[202],"models.":[204,218,236],"synthetic":[208],"two":[210,222],"real":[211],"datasets":[213],"find":[215],"Finally,":[219],"images":[223],"illustrate":[229],"predictive":[231],"power":[232],"Our":[237],"results":[238],"indicate":[239],"that":[240],"potential":[245],"used":[248],"operational":[250],"purposes.":[251],"It":[252],"useful":[256],"objective":[257],"tool":[258],"finding":[260],"sensor,":[268]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
