{"id":"https://openalex.org/W4402260238","doi":"https://doi.org/10.1109/igarss53475.2024.10640797","title":"Selective Filtering for Enhancing Chlorophyll Retrieval Accuracy from Sentinel-3 Data Using Random Forest Models","display_name":"Selective Filtering for Enhancing Chlorophyll Retrieval Accuracy from Sentinel-3 Data Using Random Forest Models","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402260238","doi":"https://doi.org/10.1109/igarss53475.2024.10640797"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10640797","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114221433","display_name":"Pankaj Patidar","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pankaj Patidar","raw_affiliation_strings":["IIT Kharagpur,AGFE,Kharagpur,India,721302"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Kharagpur,AGFE,Kharagpur,India,721302","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037324415","display_name":"Dmitry Efremenko","orcid":"https://orcid.org/0000-0002-7449-5072"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dmitry Efremenko","raw_affiliation_strings":["German Aerospace Center (DLR),Remote Sensing Technology Institute (IMF),Oberpfaffenhofen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR),Remote Sensing Technology Institute (IMF),Oberpfaffenhofen,Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108413203","display_name":"S.S. Dey","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subhadip Dey","raw_affiliation_strings":["IIT Kharagpur,AGFE,Kharagpur,India,721302"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Kharagpur,AGFE,Kharagpur,India,721302","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047379470","display_name":"Efrain Padilla-Zepeda","orcid":"https://orcid.org/0000-0002-9880-7157"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Efrain Padilla-Zepeda","raw_affiliation_strings":["German Aerospace Center (DLR),Remote Sensing Technology Institute (IMF),Oberpfaffenhofen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR),Remote Sensing Technology Institute (IMF),Oberpfaffenhofen,Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":2,"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":0.21310182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5902","last_page":"5905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental 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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental 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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Waste Management and Disposal"},"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":0.9614999890327454,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7432044148445129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6312960386276245},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5613770484924316},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.37915635108947754},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3282923698425293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.323586106300354},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12395086884498596}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7432044148445129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6312960386276245},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5613770484924316},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37915635108947754},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3282923698425293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.323586106300354},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12395086884498596}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss53475.2024.10640797","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.dlr.de:206893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/IGARSS53475.2024.10640797>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Konferenzbeitrag"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W31573078","https://openalex.org/W1964336212","https://openalex.org/W2024447937","https://openalex.org/W2084609046","https://openalex.org/W2085965017","https://openalex.org/W2100738276","https://openalex.org/W2134671146","https://openalex.org/W2954329415","https://openalex.org/W4385252921"],"related_works":["https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3171520305","https://openalex.org/W3135126032","https://openalex.org/W1924178503","https://openalex.org/W4308716060","https://openalex.org/W4280648719","https://openalex.org/W4386937079","https://openalex.org/W2901774584"],"abstract_inverted_index":{"This":[0,43],"paper":[1],"presents":[2],"an":[3],"investigation":[4],"into":[5],"the":[6,53,60,64,72,86,105],"use":[7],"of":[8,56,62,66,74,88,107],"a":[9,33,93,100],"random":[10],"forest":[11],"(RF)":[12],"model":[13,77],"for":[14,103],"retrieving":[15],"chlorophyll":[16,109],"content":[17],"from":[18],"Sentinel-3":[19],"satellite":[20],"data.":[21,68],"We":[22],"train":[23],"various":[24],"RF":[25],"regression":[26,90],"models":[27,58,91],"on":[28],"available":[29],"datasets":[30],"and":[31],"introduce":[32],"classifier":[34,44,94],"to":[35,78],"identify":[36],"instances":[37],"where":[38],"predictions":[39],"may":[40],"be":[41],"inaccurate.":[42],"aids":[45],"in":[46,95],"filtering":[47],"out":[48],"less":[49],"reliable":[50],"cases,":[51],"enhancing":[52],"overall":[54],"accuracy":[55,106],"our":[57],"at":[59],"expense":[61],"reducing":[63],"amount":[65],"processed":[67],"Additionally,":[69],"we":[70],"optimize":[71],"hyperparameters":[73],"this":[75],"hybrid":[76],"improve":[79],"its":[80],"performance":[81],"further.":[82],"Our":[83],"findings":[84],"illustrate":[85],"effectiveness":[87],"combining":[89],"with":[92],"environmental":[96],"remote":[97],"sensing,":[98],"offering":[99],"promising":[101],"method":[102],"improving":[104],"satellite-derived":[108],"measurements.":[110]},"counts_by_year":[],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
