{"refrec":{"BRefID":295835,"RR":"<b>Ampe, E.M.; Raymaekers, D.; Hestir, E.L.; Jansen, M.; Knaeps, E.; Batelaan, O.</b> (2015). A wavelet-enhanced inversion method for water quality retrieval from high spectral resolution data for complex waters. <i>IEEE Trans. Giosci. Remote Sens. 53(2)</i>: 869-882. <a href=\"https://dx.doi.org/10.1109/TGRS.2014.2330251\" target=\"_blank\">https://dx.doi.org/10.1109/TGRS.2014.2330251</a>","BEntID":287923,"PublicFlag":1,"CheckedFlag":1,"wosflag":1,"vabbflag":1,"RefStringPartII":". <i>IEEE Trans. Giosci. Remote Sens. 53(2)</i>: 869-882. <a href=\"https://dx.doi.org/10.1109/TGRS.2014.2330251\" target=\"_blank\">https://dx.doi.org/10.1109/TGRS.2014.2330251</a>","DocTypID":8,"DocType":"Journal article","MarineFlag":1,"FreshFlag":1,"BrackishFlag":1,"TerrestrialFlag":0,"Authorstring":"Ampe, E.M.; Raymaekers, D.; Hestir, E.L.; Jansen, M.; Knaeps, E.; Batelaan, O.","OrigTitleTranslFlag":0,"Authorstringtrunc":"Ampe, E.M. <i>et al.</i>","Englishabstract":"Optical remote sensing in complex waters is challenging because the optically active constituents may vary independently and have a combined and interacting influence on the remote sensing signal. Additionally, the remote sensing signal is influenced by noise and spectral contamination by confounding factors, resulting in ill-posedness and ill-conditionedness in the inversion of the model. There is a need for inversion methods that are less sensitive to these changing or shifting spectral features. We propose WaveIN, a wavelet-enhanced inversion method, specifically designed for complex waters. It integrates wavelet-transformed high-spectral resolution reflectance spectra in a multiscale analysis tool. Wavelets are less sensitive to a bias in the spectra and can avoid the changing or shifting spectral features by selecting specific wavelet scales. This paper applied WaveIN to simulated reflectance spectra for the Scheldt River. We tested different scenarios, where we added specific noise or confounding factors, specifically uncorrelated noise, contamination due to spectral mixing, a different sun zenith angle, and specific inherent optical property (SIOP) variation. WaveIN improved the constituent estimation in case of the reference scenario, contamination due to spectral mixing, and a different sun zenith angle. WaveIN could reduce, but not overcome, the influence of variation in SIOPs. Furthermore, it is sensitive to wavelet edge effects. In addition, it still requires in situ data for the wavelet scale selection. Future research should therefore improve the wavelet scale selection.","AbstractOtherLang":null,"BibLvlCode":"AS","StandardTitle":"A wavelet-enhanced inversion method for water quality retrieval from high spectral resolution data for complex waters","OrigTitleLangCode":"en","OrigTitleLangCodeExtended":"eng","OrigTitleLangID":15,"DateLastModified":{"date":"2026-04-18 01:32:04.207564","timezone_type":1,"timezone":"+02:00"},"UserAccessRight":null,"UserAccID":null,"AuthorKeywords":"Chlorophyll-a; continuous wavelet transforms; dissolved organic matter;hyperspectral remote sensing; multiscale; optically complex waters;suspended matter","OtherDescriptors":null,"Notes":null,"AnaPub":2015,"MonPub":null,"DateUpdate":"2018-07-12","DateCreate":"2018-05-15","SecASFANote":null,"ConfID":null,"PeerRev":1,"VlizCoreFlag":1,"WoScode":"WOS:000342910800022","VABBcode":null,"OpenAcc":0,"DOI":"10.1109/TGRS.2014.2330251"},"refs":null,"anarec":{"AnaID":295835,"PubliDate":2015,"Pagination":"869-882","XtraPublOfAnaID":null,"ISBN":null,"Volume":"53","Issue":"2","BRefMon":null,"BRefMonRR":null,"BRefXtra":null,"BRefXtraRR":null,"SerBRefID":43132,"SerRR":"IEEE transactions on geoscience and remote sensing. Institute of Electrical and Electronics Engineers: New York, N.Y..  ISSN 0196-2892; e-ISSN 1558-0644","StandardTitleSer":"IEEE transactions on geoscience and remote sensing","ISSN":"0196-2892","AbbrevSer":"IEEE Trans. Giosci. Remote Sens.","StandardTitleMon":null,"StartPage":869,"Pages":14,"ToPubliDate":null,"BRefBibLvlCode":"S","SerNotes":null},"monrec":null,"serrec":null,"relations":null,"relationsRev":null,"addrec":null,"othpubs":null,"ownerships":null,"authors":[{"AutName":"Ampe","Firstname":"Eva","Initials":"E.M.","Affiliation":"Department of Hydrology & Hydraulic Engineering, VUB","Discriminator":null,"CorporateFlag":0,"BEntID":287923,"AutID":327406,"OrderNr":1,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"HYDR","InsFSN":"Vrije Universiteit Brussel; Faculteit Toegepaste Wetenschappen; Vakgroep Hydrologie en Waterbouwkunde","ORCID":null,"PersID":27663,"InsID":790},{"AutName":"Raymaekers","Firstname":"Dries","Initials":"D.","Affiliation":"Flemish Institute for Technological Research (VITO)","Discriminator":null,"CorporateFlag":0,"BEntID":287923,"AutID":158115,"OrderNr":2,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"VITO","InsFSN":"Vlaamse overheid; Beleidsdomein Economie, Wetenschap en Innovatie; Vlaamse Instelling voor Technologisch Onderzoek","ORCID":null,"PersID":19338,"InsID":138},{"AutName":"Hestir","Firstname":"Erin","Initials":"E.L.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":287923,"AutID":157806,"OrderNr":3,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Jansen","Firstname":"Maarten","Initials":"M.","Affiliation":"Department of Mathematics, Université Libre de Bruxelles","Discriminator":null,"CorporateFlag":0,"BEntID":287923,"AutID":332791,"OrderNr":4,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Knaeps","Firstname":"Els","Initials":"E.","Affiliation":"Department of Mathematics, Université Libre de Bruxelles","Discriminator":null,"CorporateFlag":0,"BEntID":287923,"AutID":327409,"OrderNr":5,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":"0000-0002-0557-6151","PersID":19337,"InsID":null},{"AutName":"Batelaan","Firstname":"Okke","Initials":"O.","Affiliation":"Department of Hydrology & Hydraulic Engineering, VUB","Discriminator":null,"CorporateFlag":0,"BEntID":287923,"AutID":327028,"OrderNr":6,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"HYDR","InsFSN":"Vrije Universiteit Brussel; Faculteit Toegepaste Wetenschappen; Vakgroep Hydrologie en Waterbouwkunde","ORCID":"0000-0003-1443-6385","PersID":2703,"InsID":790}],"mapdetails":null,"datasets":null,"monographs":null,"monparts":null,"serparts":null,"BEntOpen":null,"BEntPrivate":null,"availability":[{"BInstID":315670,"LibID":36,"BRefID":295835,"EmbargoDate":null,"FullEmbargoDate":null,"PhysMedID":16,"hasOCRd":null,"ShelfLocCode":"315670","RFID":null,"PaidValue":null,"Medium":"Server","Description":"Interne VLIZ documenten","Acronym":"VLIZ","Library":"Vlaams Instituut voor de Zee","DutchTerm":"Non-open access","URL":null,"ClassifID":228,"Classification":"Non-open access","ReqLink":1,"ClassifTypID":3,"URLLocation":"https://www.vliz.be/imisdocs/publications/","SubDir":1,"InternalReq":1,"LoggedInReq":1,"Disclaimer":"Disclaimer_VLIZ_Intern","DutchDisclaimer":"<p>Deze publicatie is enkel beschikbaar voor persoonlijk gebruik binnen de Innovocean site <br />en mag op geen enkele manier verder worden verspreid.</p>","FileFormat":".pdf","FileDescr":"pdf","InsPub":1,"InsID":36,"FileFormID":6,"LendableFlag":1,"PublicFlag":1,"orderLib":"A","Notes":null,"AccConID":null,"AccessConstraint":null,"LicURL":null}],"litstyles":null,"thespers":null,"arch2discl":null,"SERpubls":[{"PublName":"Institute of Electrical and Electronics Engineers","City":"New York, N.Y."}],"MONpubls":null,"pictures":[],"thestermsPath":null,"thestermsASFA":null,"taxtermsASFA":null,"geotermsASFA":null,"collections":[{"Collection":"ScheldeMonitor","ShortName":"scheldemonitor"}],"conf":null,"proj":null,"Physdatasets":null,"spcols":{"222":{"SpName":"BMB - Belgische Mariene Bibliografie","SpColID":222,"ParSpColID":null,"TopParID":null,"ShortName":"BMB","URLLocation":null,"LibID":36,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":null,"SpColPath":"BMB"},"637":{"SpName":"Hydrodynamics","SpColID":637,"ParSpColID":867,"TopParID":867,"ShortName":"Hydrodynamiek","URLLocation":null,"LibID":null,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":867,"SpColPath":"IMIS themes/Hydrodynamiek"},"867":{"SpName":"IMIS themes","SpColID":867,"ParSpColID":null,"TopParID":null,"ShortName":"IMIS themes","URLLocation":null,"LibID":null,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":null,"SpColPath":"IMIS themes"},"27":{"SpName":"ScheldeMonitor","SpColID":27,"ParSpColID":null,"TopParID":null,"ShortName":"scheldemonitor","URLLocation":null,"LibID":null,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":null,"SpColPath":"scheldemonitor"}},"doi":null,"publs":null,"serparttypes":null,"monauthors":null,"MParts":null,"SParts":null,"hLibs":null,"langs":[{"BEntID":287923,"AbstractFlag":0,"LangID":15,"LangCode":"en","Lang":"English","DutchTerm":"Engels","LangCodeExtended":"eng"},{"BEntID":287923,"AbstractFlag":1,"LangID":15,"LangCode":"en","Lang":"English","DutchTerm":"Engels","LangCodeExtended":"eng"}],"urls":[{"URL":"https://dx.doi.org/10.1109/TGRS.2014.2330251","externalID":"10.1109/TGRS.2014.2330251","URLTypeCode":"DOI","URLID":64858,"URLTypID":13,"URLType":"DOI","URLPrefix":"http://dx.doi.org/"}],"thesterms":null,"taxterms":null,"geoterms":null,"othterms":null,"asfacodes":null,"asfa2codes":null,"thestermsFRIS":null,"taxtermsFRIS":null,"geotermsFRIS":null,"othtermsFRIS":null,"resmessage":"","complete":1,"sessions":{"newSesName":"Lyssens, Liesbeth, L.","newSesDate":{"date":"2018-05-15 12:48:46.130000","timezone_type":3,"timezone":"Europe/Brussels"},"updSesName":"Bouchti, Zohra, Z.","updSesDate":{"date":"2018-07-12 14:45:36.973000","timezone_type":3,"timezone":"Europe/Brussels"}}}