{"id":"https://openalex.org/W4402261144","doi":"https://doi.org/10.1109/igarss53475.2024.10642292","title":"Machine Learning Analysis of CYGNSS Data for Chlorophyll Concentration Monitoring in Algal Blooms","display_name":"Machine Learning Analysis of CYGNSS Data for Chlorophyll Concentration Monitoring in Algal Blooms","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402261144","doi":"https://doi.org/10.1109/igarss53475.2024.10642292"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642292","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642292","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/A5045006366","display_name":"Yan Jia","orcid":"https://orcid.org/0000-0002-8282-8105"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Jia","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications,Nanjing,China,210023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications,Nanjing,China,210023","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028572755","display_name":"Quan Liu","orcid":"https://orcid.org/0000-0001-6629-0993"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Liu","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications,Nanjing,China,210023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications,Nanjing,China,210023","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107345430","display_name":"Heng Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Yu","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications,Nanjing,China,210023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications,Nanjing,China,210023","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087740582","display_name":"Yan Lv","orcid":"https://orcid.org/0000-0001-9309-6221"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Lv","raw_affiliation_strings":["Nanjing University of Information Science and Technology,Nanjing,China,210044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology,Nanjing,China,210044","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023801338","display_name":"Zhen Wu","orcid":"https://orcid.org/0000-0001-8474-4274"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Wu","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications,Nanjing,China,210023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications,Nanjing,China,210023","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052926185","display_name":"Shuanggen Jin","orcid":"https://orcid.org/0000-0002-5108-4828"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuanggen Jin","raw_affiliation_strings":["Henan Polytechnic University,School of Surveying and Land Information Engineering,Jiaozuo,China,454003"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Polytechnic University,School of Surveying and Land Information Engineering,Jiaozuo,China,454003","institution_ids":["https://openalex.org/I4210166499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033732522","display_name":"F. Peinetti","orcid":"https://orcid.org/0000-0003-2887-5178"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Peinetti","raw_affiliation_strings":["Politecnico di Torino,Department of Electronic and Telecommunication,Torino,Italy,10129"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Electronic and Telecommunication,Torino,Italy,10129","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051657485","display_name":"Patrizia Savi","orcid":"https://orcid.org/0000-0001-9585-310X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizia Savi","raw_affiliation_strings":["Politecnico di Torino,Department of Electronic and Telecommunication,Torino,Italy,10129"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Electronic and Telecommunication,Torino,Italy,10129","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1025","last_page":"1028"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9879999756813049,"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":0.9879999756813049,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9505000114440918,"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"}},{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9162999987602234,"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/algal-bloom","display_name":"Algal bloom","score":0.7051296830177307},{"id":"https://openalex.org/keywords/chlorophyll-a","display_name":"Chlorophyll a","score":0.5308448076248169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5036672949790955},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.39479735493659973},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.3273290991783142},{"id":"https://openalex.org/keywords/phytoplankton","display_name":"Phytoplankton","score":0.14130374789237976},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12962839007377625},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.11238273978233337}],"concepts":[{"id":"https://openalex.org/C120305227","wikidata":"https://www.wikidata.org/wiki/Q326139","display_name":"Algal bloom","level":4,"score":0.7051296830177307},{"id":"https://openalex.org/C2778902199","wikidata":"https://www.wikidata.org/wiki/Q133878","display_name":"Chlorophyll a","level":2,"score":0.5308448076248169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5036672949790955},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.39479735493659973},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.3273290991783142},{"id":"https://openalex.org/C2780892065","wikidata":"https://www.wikidata.org/wiki/Q184755","display_name":"Phytoplankton","level":3,"score":0.14130374789237976},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12962839007377625},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11238273978233337},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642292","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642292","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1577414714","https://openalex.org/W1991046030","https://openalex.org/W1996547849","https://openalex.org/W2005445712","https://openalex.org/W2108334297","https://openalex.org/W2124119921","https://openalex.org/W2136972481","https://openalex.org/W2774775100","https://openalex.org/W2807220393","https://openalex.org/W3088327449","https://openalex.org/W3166087453","https://openalex.org/W3167147114","https://openalex.org/W4210752258"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2392260757"],"abstract_inverted_index":{"This":[0,60],"study":[1],"explores":[2],"the":[3,27,38],"use":[4],"of":[5,30,58],"CYGNSS":[6,51],"satellite":[7],"data":[8,52],"for":[9,64],"detecting":[10],"cyanobacterial":[11],"harmful":[12],"algal":[13,31],"blooms":[14],"(HABs).":[15],"CYGNSS's":[16],"unique":[17],"capabilities":[18],"in":[19],"measuring":[20],"surface":[21],"reflectivity":[22],"are":[23],"harnessed":[24],"to":[25,50],"identify":[26],"telltale":[28],"signs":[29],"blooms,":[32],"offering":[33],"a":[34],"significant":[35],"improvement":[36],"over":[37],"traditional":[39],"observation":[40],"method.":[41],"Preliminary":[42],"results":[43],"demonstrate":[44],"that":[45],"machine":[46],"learning":[47],"algorithms":[48],"applied":[49],"provide":[53],"effective":[54],"and":[55,70],"timely":[56],"detection":[57],"HABs.":[59],"method":[61],"is":[62],"promising":[63],"enhancing":[65],"global":[66],"water":[67],"quality":[68],"monitoring":[69],"management.":[71]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
