{"id":"https://openalex.org/W2124487369","doi":"https://doi.org/10.3390/rs71114781","title":"Hyperspectral Differentiation of Phytoplankton Taxonomic Groups: A Comparison between Using Remote Sensing Reflectance and Absorption Spectra","display_name":"Hyperspectral Differentiation of Phytoplankton Taxonomic Groups: A Comparison between Using Remote Sensing Reflectance and Absorption Spectra","publication_year":2015,"publication_date":"2015-11-06","ids":{"openalex":"https://openalex.org/W2124487369","doi":"https://doi.org/10.3390/rs71114781","mag":"2124487369"},"language":"en","primary_location":{"id":"doi:10.3390/rs71114781","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs71114781","pdf_url":"https://www.mdpi.com/2072-4292/7/11/14781/pdf?version=1446821028","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/2072-4292/7/11/14781/pdf?version=1446821028","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038431935","display_name":"Hongyan Xi","orcid":"https://orcid.org/0000-0003-2827-0603"},"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"]},{"id":"https://openalex.org/I4210139239","display_name":"Helmholtz-Zentrum Hereon","ror":"https://ror.org/03qjp1d79","country_code":"DE","type":"government","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210139239"]}],"countries":["CN","DE"],"is_corresponding":true,"raw_author_name":"Hongyan Xi","raw_affiliation_strings":["Institute for Coastal Research, Helmholtz-Zentrum Geesthacht, Max-Planck-Str. 1, Geesthacht 21502, Germany","School of Marine Sciences, Nanjing University of Information Science & Technology, 219 Ningliu Road, Nanjing 210044, China"],"affiliations":[{"raw_affiliation_string":"Institute for Coastal Research, Helmholtz-Zentrum Geesthacht, Max-Planck-Str. 1, Geesthacht 21502, Germany","institution_ids":["https://openalex.org/I4210139239"]},{"raw_affiliation_string":"School of Marine Sciences, Nanjing University of Information Science & Technology, 219 Ningliu Road, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028972996","display_name":"Martin Hieronymi","orcid":"https://orcid.org/0000-0001-6066-1562"},"institutions":[{"id":"https://openalex.org/I4210139239","display_name":"Helmholtz-Zentrum Hereon","ror":"https://ror.org/03qjp1d79","country_code":"DE","type":"government","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210139239"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Hieronymi","raw_affiliation_strings":["Institute for Coastal Research, Helmholtz-Zentrum Geesthacht, Max-Planck-Str. 1, Geesthacht 21502, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Coastal Research, Helmholtz-Zentrum Geesthacht, Max-Planck-Str. 1, Geesthacht 21502, Germany","institution_ids":["https://openalex.org/I4210139239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078650817","display_name":"R\u00fcdiger R\u00f6ttgers","orcid":"https://orcid.org/0009-0000-6820-1237"},"institutions":[{"id":"https://openalex.org/I4210139239","display_name":"Helmholtz-Zentrum Hereon","ror":"https://ror.org/03qjp1d79","country_code":"DE","type":"government","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210139239"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R\u00fcdiger R\u00f6ttgers","raw_affiliation_strings":["Institute for Coastal Research, Helmholtz-Zentrum Geesthacht, Max-Planck-Str. 1, Geesthacht 21502, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Coastal Research, Helmholtz-Zentrum Geesthacht, Max-Planck-Str. 1, Geesthacht 21502, Germany","institution_ids":["https://openalex.org/I4210139239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065699711","display_name":"Hajo Krasemann","orcid":"https://orcid.org/0000-0003-0406-8953"},"institutions":[{"id":"https://openalex.org/I4210139239","display_name":"Helmholtz-Zentrum Hereon","ror":"https://ror.org/03qjp1d79","country_code":"DE","type":"government","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210139239"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hajo Krasemann","raw_affiliation_strings":["Institute for Coastal Research, Helmholtz-Zentrum Geesthacht, Max-Planck-Str. 1, Geesthacht 21502, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Coastal Research, Helmholtz-Zentrum Geesthacht, Max-Planck-Str. 1, Geesthacht 21502, Germany","institution_ids":["https://openalex.org/I4210139239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014898118","display_name":"Zhongfeng Qiu","orcid":"https://orcid.org/0000-0003-1167-3991"},"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":"Zhongfeng Qiu","raw_affiliation_strings":["School of Marine Sciences, Nanjing University of Information Science & Technology, 219 Ningliu Road, Nanjing 210044, China"],"affiliations":[{"raw_affiliation_string":"School of Marine Sciences, Nanjing University of Information Science & Technology, 219 Ningliu Road, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038431935"],"corresponding_institution_ids":["https://openalex.org/I200845125","https://openalex.org/I4210139239"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":7.0751,"has_fulltext":true,"cited_by_count":86,"citation_normalized_percentile":{"value":0.96799594,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"7","issue":"11","first_page":"14781","last_page":"14805"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9965999722480774,"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":0.9965999722480774,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9865999817848206,"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/T12073","display_name":"Isotope Analysis in Ecology","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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":0.8943307399749756},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6773866415023804},{"id":"https://openalex.org/keywords/reflectivity","display_name":"Reflectivity","score":0.6412191987037659},{"id":"https://openalex.org/keywords/phytoplankton","display_name":"Phytoplankton","score":0.6382284164428711},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4584711194038391},{"id":"https://openalex.org/keywords/absorption","display_name":"Absorption (acoustics)","score":0.4454951584339142},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.32272982597351074},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1794312596321106},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17057546973228455},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.16178685426712036},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.13179275393486023},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1210756003856659},{"id":"https://openalex.org/keywords/nutrient","display_name":"Nutrient","score":0.04762348532676697}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8943307399749756},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6773866415023804},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.6412191987037659},{"id":"https://openalex.org/C2780892065","wikidata":"https://www.wikidata.org/wiki/Q184755","display_name":"Phytoplankton","level":3,"score":0.6382284164428711},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4584711194038391},{"id":"https://openalex.org/C125287762","wikidata":"https://www.wikidata.org/wiki/Q1758948","display_name":"Absorption (acoustics)","level":2,"score":0.4454951584339142},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32272982597351074},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1794312596321106},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17057546973228455},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.16178685426712036},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13179275393486023},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1210756003856659},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.04762348532676697},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs71114781","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs71114781","pdf_url":"https://www.mdpi.com/2072-4292/7/11/14781/pdf?version=1446821028","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:Helmholtz.GKSS:33443","is_oa":false,"landing_page_url":"http://www.mdpi.com/2072-4292/7/11/14781/htm","pdf_url":null,"source":{"id":"https://openalex.org/S4306402271","display_name":"Helmholtz-Zentrum Geesthacht Zentrum f\u00fcr Materialforschung und kustenforschung (The Helmholtz Center Geesthacht)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210139239","host_organization_name":"Helmholtz-Zentrum Hereon","host_organization_lineage":["https://openalex.org/I4210139239"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing  [Online Ressource]","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:9e8198e2a76642ed854016e7c2fd3e5d","is_oa":true,"landing_page_url":"https://doaj.org/article/9e8198e2a76642ed854016e7c2fd3e5d","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 7, Iss 11, Pp 14781-14805 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/7/11/14781/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs71114781","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"}],"best_oa_location":{"id":"doi:10.3390/rs71114781","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs71114781","pdf_url":"https://www.mdpi.com/2072-4292/7/11/14781/pdf?version=1446821028","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":0.8600000143051147,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323803","display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie","ror":"https://ror.org/02vgg2808"},{"id":"https://openalex.org/F4320324849","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19"},{"id":"https://openalex.org/F4320333826","display_name":"Karlsruhe House of Young Scientists","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2124487369.pdf","grobid_xml":"https://content.openalex.org/works/W2124487369.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W88482293","https://openalex.org/W173584661","https://openalex.org/W1564498658","https://openalex.org/W1583768410","https://openalex.org/W1649447126","https://openalex.org/W1772504446","https://openalex.org/W1921489179","https://openalex.org/W1963865535","https://openalex.org/W1968279317","https://openalex.org/W1969177710","https://openalex.org/W1974250871","https://openalex.org/W1975415826","https://openalex.org/W1977578748","https://openalex.org/W1983176515","https://openalex.org/W1989184566","https://openalex.org/W1991776426","https://openalex.org/W1995811252","https://openalex.org/W1998484602","https://openalex.org/W1999371408","https://openalex.org/W2000094229","https://openalex.org/W2007101051","https://openalex.org/W2008408228","https://openalex.org/W2010727962","https://openalex.org/W2011958389","https://openalex.org/W2013849888","https://openalex.org/W2017370637","https://openalex.org/W2028581852","https://openalex.org/W2028755967","https://openalex.org/W2033495386","https://openalex.org/W2035651361","https://openalex.org/W2039949626","https://openalex.org/W2044500733","https://openalex.org/W2051332595","https://openalex.org/W2056913856","https://openalex.org/W2058848394","https://openalex.org/W2062700526","https://openalex.org/W2063983419","https://openalex.org/W2064860163","https://openalex.org/W2065182271","https://openalex.org/W2067339322","https://openalex.org/W2069017003","https://openalex.org/W2078162627","https://openalex.org/W2081816269","https://openalex.org/W2085947961","https://openalex.org/W2094147108","https://openalex.org/W2101916516","https://openalex.org/W2103603135","https://openalex.org/W2105150827","https://openalex.org/W2106917300","https://openalex.org/W2109606373","https://openalex.org/W2116362148","https://openalex.org/W2122269389","https://openalex.org/W2128878671","https://openalex.org/W2129939060","https://openalex.org/W2130918913","https://openalex.org/W2137572869","https://openalex.org/W2139307135","https://openalex.org/W2141515878","https://openalex.org/W2149463205","https://openalex.org/W2155005486","https://openalex.org/W2155290228","https://openalex.org/W2161080943","https://openalex.org/W2163330578","https://openalex.org/W2166949492","https://openalex.org/W2167927245","https://openalex.org/W2169939373","https://openalex.org/W2183707334","https://openalex.org/W2379674155","https://openalex.org/W2501735293","https://openalex.org/W2806539918","https://openalex.org/W4205318887"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W2385371209","https://openalex.org/W4250051149","https://openalex.org/W2083270190","https://openalex.org/W1991437568"],"abstract_inverted_index":{"The":[0,19,138],"emergence":[1],"of":[2,40,66,70,86,102,111,117,146,150,172,190,202,230,258],"hyperspectral":[3,21,47,136,248],"optical":[4],"satellite":[5,22],"sensors":[6],"for":[7,12,255],"ocean":[8],"observation":[9],"provides":[10],"potential":[11],"more":[13],"detailed":[14],"information":[15,231],"from":[16,49,115,135,162,244],"aquatic":[17],"ecosystems.":[18],"German":[20],"mission":[23],"EnMAP":[24,42,264],"(enmap.org)":[25],"currently":[26],"in":[27,262],"the":[28,38,64,84,109,118,147,163,188,195,222,256],"production":[29],"phase":[30],"is":[31,53,250],"supported":[32],"by":[33],"a":[34,122,180,268],"project":[35],"to":[36,54,93,228,240],"explore":[37],"capability":[39],"using":[41,121],"data":[43,48,254],"and":[44,74,90,108,208],"other":[45],"future":[46],"space.":[50],"One":[51],"task":[52],"identify":[55],"phytoplankton":[56,71,259],"taxonomic":[57,96,260],"groups.":[58,97],"To":[59],"fulfill":[60],"this":[61,191],"objective,":[62],"on":[63,154,185,218],"basis":[65],"laboratory-measured":[67],"absorption":[68,110,153,205,220,242],"coefficients":[69],"cultures":[72],"(aph(\u03bb))":[73],"corresponding":[75],"simulated":[76],"remote":[77],"sensing":[78],"reflectance":[79],"spectra":[80,120,175,243],"(Rrs(\u03bb)),":[81],"we":[82],"examined":[83],"performance":[85,196],"spectral":[87,148],"fourth-derivative":[88],"analysis":[89,171,236],"clustering":[91],"techniques":[92],"differentiate":[94],"six":[95],"We":[98],"compared":[99,239],"different":[100],"sources":[101],"input":[103,253],"data,":[104],"namely":[105],"aph(\u03bb),":[106],"Rrs(\u03bb),":[107],"water":[112,152,204],"compounds":[113],"obtained":[114,134],"inversion":[116,246],"Rrs(\u03bb))":[119],"quasi-analytical":[123],"algorithm":[124],"(QAA).":[125],"Rrs(\u03bb)":[126,155,186,249],"was":[127,141,197,224],"tested":[128,142],"as":[129,143],"it":[130,161],"can":[131],"be":[132,157],"directly":[133],"sensors.":[137],"last":[139],"one":[140],"expected":[144],"influences":[145],"features":[149],"pure":[151],"could":[156],"avoided":[158],"after":[159],"subtracting":[160],"inverted":[164,241],"total":[165],"absorption.":[166],"Results":[167],"showed":[168,237],"that":[169],"derivative":[170],"measured":[173],"aph(\u03bb)":[174],"performed":[176],"best":[177],"with":[178],"only":[179],"few":[181],"misclassified":[182],"cultures.":[183],"Based":[184],"spectra,":[187,221],"accuracy":[189],"differentiation":[192,223,257],"decreased":[193],"but":[194],"partly":[198],"restored":[199],"if":[200],"wavelengths":[201],"strong":[203],"were":[206,211],"excluded":[207],"chlorophyll":[209],"concentrations":[210],"higher":[212],"than":[213],"1":[214],"mg\u2219m\u22123.":[215],"When":[216],"based":[217],"QAA-inverted":[219],"less":[225],"precise":[226],"due":[227],"loss":[229],"at":[232,270],"longer":[233],"wavelengths.":[234],"This":[235],"that,":[238],"restricted":[245],"models,":[247],"potentially":[251],"suitable":[252],"groups":[261],"prospective":[263],"applications,":[265],"though":[266],"still":[267],"challenge":[269],"low":[271],"algal":[272],"concentrations.":[273]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}