{"id":"https://openalex.org/W2900575279","doi":"https://doi.org/10.1109/igarss.2018.8518689","title":"Shallow Water Ocean Color Observations Inversion Using Particle Swarm Optimization and Genetic Algorithm","display_name":"Shallow Water Ocean Color Observations Inversion Using Particle Swarm Optimization and Genetic Algorithm","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2900575279","doi":"https://doi.org/10.1109/igarss.2018.8518689","mag":"2900575279"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2018.8518689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8518689","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 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":null,"display_name":"Kolluru Srinivas","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kolluru Srinivas","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, Maharashtra, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110540345","display_name":"Shirish S. Gedam","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shirish S. Gedam","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, Maharashtra, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071800082","display_name":"Arun B. Inamdar","orcid":"https://orcid.org/0000-0002-3075-0596"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. B. Inamdar","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, Maharashtra, India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20375257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"hl1001","issue":null,"first_page":"136","last_page":"139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9869999885559082,"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"}},"topics":[{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9869999885559082,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9810000061988831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8183962106704712},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.786365270614624},{"id":"https://openalex.org/keywords/ocean-color","display_name":"Ocean color","score":0.6037337779998779},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.5666370987892151},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5570371150970459},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5536296963691711},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.519640326499939},{"id":"https://openalex.org/keywords/seagrass","display_name":"Seagrass","score":0.5124221444129944},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43974170088768005},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.42500990629196167},{"id":"https://openalex.org/keywords/water-column","display_name":"Water column","score":0.4221819341182709},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.32287514209747314},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.20588058233261108},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13836196064949036},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.08919429779052734},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.08890396356582642}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8183962106704712},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.786365270614624},{"id":"https://openalex.org/C2776939893","wikidata":"https://www.wikidata.org/wiki/Q7076134","display_name":"Ocean color","level":3,"score":0.6037337779998779},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.5666370987892151},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5570371150970459},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5536296963691711},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.519640326499939},{"id":"https://openalex.org/C2777400808","wikidata":"https://www.wikidata.org/wiki/Q646660","display_name":"Seagrass","level":3,"score":0.5124221444129944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43974170088768005},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.42500990629196167},{"id":"https://openalex.org/C122846477","wikidata":"https://www.wikidata.org/wiki/Q1395805","display_name":"Water column","level":2,"score":0.4221819341182709},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.32287514209747314},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.20588058233261108},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13836196064949036},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.08919429779052734},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.08890396356582642},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.0},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2018.8518689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8518689","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1594255204","https://openalex.org/W1995811252","https://openalex.org/W2026215279","https://openalex.org/W2076739620","https://openalex.org/W2086759180","https://openalex.org/W2110368321","https://openalex.org/W2136514226","https://openalex.org/W2150961384","https://openalex.org/W2152195021","https://openalex.org/W2155782014","https://openalex.org/W2169939759","https://openalex.org/W2540727429","https://openalex.org/W2543580944","https://openalex.org/W2974579640","https://openalex.org/W3023540311","https://openalex.org/W6728550624","https://openalex.org/W6767860775"],"related_works":["https://openalex.org/W3142168399","https://openalex.org/W4367184167","https://openalex.org/W2364626585","https://openalex.org/W2205096935","https://openalex.org/W4245729730","https://openalex.org/W2792892385","https://openalex.org/W4388203848","https://openalex.org/W3192941986","https://openalex.org/W2981297165","https://openalex.org/W1992021183"],"abstract_inverted_index":{"In":[0,101,118],"this":[1],"work,":[2],"Particle":[3],"Swarm":[4],"Optimization":[5],"(PSO)":[6],"and":[7,25,46,70,78],"Genetic":[8],"Algorithm":[9],"(GA)":[10],"optimization":[11],"techniques":[12],"are":[13,91,113],"used":[14],"to":[15,93,99,138],"retrieve":[16],"water":[17],"column":[18],"inherent":[19],"optical":[20],"properties":[21],"(IOPs),":[22],"bottom":[23,43,95],"reflectance":[24,87],"geometric":[26],"depth":[27,105,108],"from":[28,89],"a":[29,57,60],"simulated":[30],"hyperspectral":[31],"dataset.":[32],"The":[33],"synthetic":[34],"dataset":[35],"(N":[36],"=6000)":[37],"is":[38],"created":[39],"using":[40],"two":[41],"different":[42],"types":[44],"(Sand":[45],"seagrass),":[47],"three":[48],"levels":[49],"of":[50,54,63,103,120],"depth,":[51],"20":[52],"concentrations":[53],"Chlorophyll":[55],"-":[56],"(Chl-a)":[58],"with":[59],"wide":[61],"range":[62],"modelled":[64],"IOP":[65],"variations":[66],"resembling":[67],"natural":[68],"clear":[69],"optically":[71],"complex":[72],"waters.":[73,146],"Results":[74],"indicate":[75],"that":[76],"PSO":[77,90,112,123,137],"GA":[79,116,129],"showed":[80],"similar":[81],"retrieval":[82],"results":[83],"in":[84,144],"IOPs.":[85],"Bottom":[86],"values":[88,97],"near":[92],"input":[94],"substrate":[96],"compared":[98],"GA.":[100],"case":[102],"Geometric":[104],"also,":[106],"average":[107],"value":[109],"retrieved":[110],"by":[111,130],"better":[114],"than":[115,128],"retrieved.":[117],"terms":[119],"processing":[121],"time,":[122],"exhibited":[124],"higher":[125],"computational":[126],"efficiency":[127],"five":[131],"times.":[132],"Further":[133],"studies":[134],"can":[135],"use":[136],"process":[139],"Hyperspectral":[140],"remote":[141],"sensing":[142],"Imagery":[143],"shallow":[145]},"counts_by_year":[],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
