{"id":"https://openalex.org/W2015679947","doi":"https://doi.org/10.1109/jstars.2014.2329913","title":"Comparative Sensor Fusion Between Hyperspectral and Multispectral Satellite Sensors for Monitoring Microcystin Distribution in Lake Erie","display_name":"Comparative Sensor Fusion Between Hyperspectral and Multispectral Satellite Sensors for Monitoring Microcystin Distribution in Lake Erie","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2015679947","doi":"https://doi.org/10.1109/jstars.2014.2329913","mag":"2015679947"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2014.2329913","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2329913","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/facultybib2010/5149","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019433309","display_name":"Ni\u2010Bin Chang","orcid":"https://orcid.org/0000-0002-7162-7017"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ni-Bin Chang","raw_affiliation_strings":["Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049570116","display_name":"Benjamin Vannah","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Vannah","raw_affiliation_strings":["Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050253927","display_name":"Yichen Yang","orcid":"https://orcid.org/0000-0002-0866-0295"},"institutions":[{"id":"https://openalex.org/I1302368450","display_name":"Environmental Protection Agency","ror":"https://ror.org/03tns0030","country_code":"US","type":"government","lineage":["https://openalex.org/I1302368450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Jeffrey Yang","raw_affiliation_strings":["U.S. EPA, Office of Research and Development, National Risk Management Research Laboratory, Cincinnati, OH, USA","[U.S. EPA, Office of Research and Development, National Risk Management Research Laboratory, Cincinnati, OH, USA]"],"affiliations":[{"raw_affiliation_string":"U.S. EPA, Office of Research and Development, National Risk Management Research Laboratory, Cincinnati, OH, USA","institution_ids":["https://openalex.org/I1302368450"]},{"raw_affiliation_string":"[U.S. EPA, Office of Research and Development, National Risk Management Research Laboratory, Cincinnati, OH, USA]","institution_ids":["https://openalex.org/I1302368450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019433309"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":4.056,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.92268483,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":"6","first_page":"2426","last_page":"2442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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":0.9908999800682068,"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/T11634","display_name":"Water Quality and Pollution Assessment","score":0.9620000123977661,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8910969495773315},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.7914249897003174},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7215328216552734},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6840119361877441},{"id":"https://openalex.org/keywords/microcystin","display_name":"Microcystin","score":0.6040410995483398},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5904939770698547},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.49781131744384766},{"id":"https://openalex.org/keywords/hepatotoxin","display_name":"Hepatotoxin","score":0.45556923747062683},{"id":"https://openalex.org/keywords/eutrophication","display_name":"Eutrophication","score":0.42149463295936584},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2564873695373535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2170991599559784},{"id":"https://openalex.org/keywords/cyanobacteria","display_name":"Cyanobacteria","score":0.20623600482940674},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1398303508758545},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12388935685157776},{"id":"https://openalex.org/keywords/nutrient","display_name":"Nutrient","score":0.10891178250312805}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8910969495773315},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.7914249897003174},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7215328216552734},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6840119361877441},{"id":"https://openalex.org/C2781226839","wikidata":"https://www.wikidata.org/wiki/Q424720","display_name":"Microcystin","level":4,"score":0.6040410995483398},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5904939770698547},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.49781131744384766},{"id":"https://openalex.org/C149971331","wikidata":"https://www.wikidata.org/wiki/Q1444355","display_name":"Hepatotoxin","level":3,"score":0.45556923747062683},{"id":"https://openalex.org/C186699998","wikidata":"https://www.wikidata.org/wiki/Q156698","display_name":"Eutrophication","level":3,"score":0.42149463295936584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2564873695373535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2170991599559784},{"id":"https://openalex.org/C2779669040","wikidata":"https://www.wikidata.org/wiki/Q93315","display_name":"Cyanobacteria","level":3,"score":0.20623600482940674},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1398303508758545},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12388935685157776},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.10891178250312805},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C523546767","wikidata":"https://www.wikidata.org/wiki/Q10876","display_name":"Bacteria","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C29730261","wikidata":"https://www.wikidata.org/wiki/Q274160","display_name":"Toxicity","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jstars.2014.2329913","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2329913","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:stars.library.ucf.edu:facultybib2010-6148","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/facultybib2010/5149","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Bibliography 2010s","raw_type":"text"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2010-10501","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2010/9502","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2010-2014","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:facultybib2010-6148","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/facultybib2010/5149","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Bibliography 2010s","raw_type":"text"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W161520972","https://openalex.org/W178751992","https://openalex.org/W1968443252","https://openalex.org/W1970917644","https://openalex.org/W1973854902","https://openalex.org/W1978424046","https://openalex.org/W1990491339","https://openalex.org/W1999371408","https://openalex.org/W2001473932","https://openalex.org/W2002692180","https://openalex.org/W2007101051","https://openalex.org/W2013527348","https://openalex.org/W2044845376","https://openalex.org/W2060425557","https://openalex.org/W2087538996","https://openalex.org/W2087965082","https://openalex.org/W2088603520","https://openalex.org/W2091382169","https://openalex.org/W2105090634","https://openalex.org/W2114830926","https://openalex.org/W2124119921","https://openalex.org/W2151456308","https://openalex.org/W2171001516","https://openalex.org/W2774848181","https://openalex.org/W3177200386","https://openalex.org/W4236860448","https://openalex.org/W6650811431"],"related_works":["https://openalex.org/W2612882618","https://openalex.org/W2138205097","https://openalex.org/W2776398399","https://openalex.org/W1552304540","https://openalex.org/W2032332878","https://openalex.org/W2046570986","https://openalex.org/W1595535338","https://openalex.org/W2540644541","https://openalex.org/W3169727911","https://openalex.org/W4313005088"],"abstract_inverted_index":{"Urban":[0],"growth":[1],"and":[2,54,57,91,102,105,133,192,230],"agricultural":[3],"production":[4],"have":[5],"caused":[6],"an":[7],"influx":[8],"of":[9,27,31,39,80,98,151,183,216,251],"nutrients":[10],"into":[11],"Lake":[12,115,155],"Erie,":[13],"leading":[14],"to":[15,36,109,140],"eutrophication":[16],"in":[17,24,114,214,243,248],"the":[18,25,37,45,55,67,78,96,118,121,131,161,165,184,244,249],"water":[19,63,69,73],"body.":[20],"These":[21,203],"conditions":[22],"result":[23],"formation":[26],"algal":[28],"blooms,":[29],"some":[30],"which":[32,43],"are":[33,128,197],"toxic":[34],"due":[35],"presence":[38],"Microcystis":[40],"(a":[41],"cyanobacteria),":[42],"produces":[44,239],"hepatotoxin":[46,49],"microcystin.":[47],"The":[48,148,181],"microcystin":[50,112,152,217,253],"threatens":[51],"human":[52],"health":[53],"ecosystem,":[56],"it":[58],"is":[59],"a":[60,71,81,145,240],"concern":[61],"for":[62],"treatment":[64],"plants":[65],"using":[66,87,160,189,199],"lake":[68],"as":[70,176],"tap":[72],"source.":[74],"This":[75,220],"study":[76,221],"demonstrates":[77],"prototype":[79],"near":[82],"real-time":[83],"early":[84],"warning":[85],"system":[86],"integrated":[88],"data":[89,163,172,185,196,204,234],"fusion":[90],"mining":[92,173,186,205],"(IDFM)":[93],"techniques":[94,174],"with":[95,124,130,136,168,210],"aid":[97],"both":[99],"hyperspectral":[100,191,237],"(MERIS)":[101],"multispectral":[103,194],"(MODIS":[104],"Landsat)":[106],"satellite":[107],"sensors":[108,238],"determine":[110],"spatiotemporal":[111,149],"concentrations":[113],"Erie.":[116],"In":[117],"proposed":[119],"IDFM,":[120],"MODIS":[122],"images":[123,135,143],"high":[125],"temporal":[126],"resolution":[127,139],"fused":[129,166,190,193],"MERIS":[132],"Landsat":[134],"higher":[137],"spatial":[138],"create":[141],"synthetic":[142],"on":[144],"daily":[146],"basis.":[147],"distributions":[150],"within":[153],"western":[154],"Erie":[156],"were":[157,207],"then":[158],"reconstructed":[159],"band":[162],"from":[164],"products":[167],"machine":[169],"learning":[170],"or":[171],"such":[175],"genetic":[177],"programming":[178],"(GP)":[179],"models.":[180],"performance":[182],"models":[187,206,213,225],"derived":[188],"sensor":[195],"quantified":[198],"four":[200],"statistical":[201],"indices.":[202],"further":[208],"compared":[209],"traditional":[211,227],"two-band":[212,228],"terms":[215],"prediction":[218,245],"accuracy.":[219],"confirmed":[222],"that":[223],"GP":[224],"outperformed":[226],"models,":[229],"additional":[231],"spectral":[232],"reflectance":[233],"offered":[235],"by":[236],"noticeable":[241],"increase":[242],"accuracy":[246],"especially":[247],"range":[250],"low":[252],"concentrations.":[254]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}