{"refrec":{"BRefID":231161,"RR":"<b>Salama, M.S.; van der Velde, R.; van der Woerd, H.J.; Kromkamp, J.C.; Philippart, C.J.M.; Joseph, A.T.; O'Neill, P.E.; Lang, R.H.; Gish, T.; Werdell, P.J.; Su, Z.</b> (2012). Technical Note: Calibration and validation of geophysical observation models. <i>Biogeosciences 9(6)</i>: 2195-2201. <a href=\"http://dx.doi.org/10.5194/bg-9-2195-2012\" target=\"_blank\">dx.doi.org/10.5194/bg-9-2195-2012</a>","BEntID":222873,"PublicFlag":1,"CheckedFlag":1,"wosflag":1,"vabbflag":1,"RefStringPartII":". <i>Biogeosciences 9(6)</i>: 2195-2201. <a href=\"https://dx.doi.org/10.5194/bg-9-2195-2012\" target=\"_blank\">https://dx.doi.org/10.5194/bg-9-2195-2012</a>","DocTypID":8,"DocType":"Journal article","MarineFlag":0,"FreshFlag":0,"BrackishFlag":0,"TerrestrialFlag":0,"Authorstring":"Salama, M.S.; van der Velde, R.; van der Woerd, H.J.; Kromkamp, J.C.; Philippart, C.J.M.; Joseph, A.T.; O'Neill, P.E.; Lang, R.H.; Gish, T.; Werdell, P.J.; Su, Z.","OrigTitleTranslFlag":0,"Authorstringtrunc":"Salama, M.S. <i>et al.</i>","Englishabstract":"We present a method to calibrate and validate observational models that interrelate remotely sensed energy fluxes to geophysical variables of land and water surfaces. Coincident sets of remote sensing observation of visible and microwave radiations and geophysical data are assembled and subdivided into calibration (Cal) and validation (Val) data sets. Each Cal/Val pair is used to derive the coefficients (from the Cal set) and the accuracy (from the Val set) of the observation model. Combining the results from all Cal/Val pairs provides probability distributions of the model coefficients and model errors. The method is generic and demonstrated using comprehensive matchup sets from two very different disciplines: soil moisture and water quality. The results demonstrate that the method provides robust model coefficients and quantitative measure of the model uncertainty. This approach can be adopted for the calibration/validation of satellite products of land and water surfaces, and the resulting uncertainty can be used as input to data assimilation schemes.","AbstractOtherLang":null,"BibLvlCode":"AS","StandardTitle":"Technical Note: Calibration and validation of geophysical observation models","OrigTitleLangCode":"en","OrigTitleLangCodeExtended":"eng","OrigTitleLangID":15,"DateLastModified":{"date":"2024-12-10 01:33:17.368041","timezone_type":1,"timezone":"+01:00"},"UserAccessRight":null,"UserAccID":null,"AuthorKeywords":null,"OtherDescriptors":null,"Notes":null,"AnaPub":2012,"MonPub":null,"DateUpdate":"2014-08-19","DateCreate":"2013-12-01","SecASFANote":null,"ConfID":null,"PeerRev":1,"VlizCoreFlag":1,"WoScode":"WOS:000305830000017","VABBcode":null,"OpenAcc":1,"DOI":"10.5194/bg-9-2195-2012"},"refs":null,"anarec":{"AnaID":231161,"PubliDate":2012,"Pagination":"2195-2201","XtraPublOfAnaID":null,"ISBN":null,"Volume":"9","Issue":"6","BRefMon":null,"BRefMonRR":null,"BRefXtra":null,"BRefXtraRR":null,"SerBRefID":68092,"SerRR":"<b>Gattuso, J.P.; Kesselmeier, J. (Ed.)</b> Biogeosciences. Copernicus Publications: Göttingen.  ISSN 1726-4170; e-ISSN 1726-4189","StandardTitleSer":"Biogeosciences","ISSN":"1726-4170","AbbrevSer":"Biogeosciences","StandardTitleMon":null,"StartPage":2195,"Pages":7,"ToPubliDate":null,"BRefBibLvlCode":"S","SerNotes":null},"monrec":null,"serrec":null,"relations":null,"relationsRev":null,"addrec":null,"othpubs":null,"ownerships":null,"authors":[{"AutName":"Salama","Firstname":null,"Initials":"M.S.","Affiliation":"Department of Water Resources, ITC, University of Twente","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":176773,"OrderNr":1,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"van der Velde","Firstname":null,"Initials":"R.","Affiliation":"Department of Water Resources, ITC, University of Twente","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":176774,"OrderNr":2,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"van der Woerd","Firstname":null,"Initials":"H.J.","Affiliation":"nstitute for Environmental Studies (IVM), VU University","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":166604,"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":"Kromkamp","Firstname":null,"Initials":"J.C.","Affiliation":"Royal Netherlands Institute for Sea Research (NIOZ)","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":166603,"OrderNr":4,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"YMM","InsFSN":"Koninklijk Nederlands Instituut voor Onderzoek der Zee; NIOZ Yerseke; Afdeling Mariene Microbiologie","ORCID":null,"PersID":3143,"InsID":5280},{"AutName":"Philippart","Firstname":null,"Initials":"C.J.M.","Affiliation":"Royal Netherlands Institute for Sea Research (NIOZ)","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":166601,"OrderNr":5,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"MEE","InsFSN":"Koninklijk Nederlands Instituut voor Onderzoek der Zee; NIOZ Texel; Afdeling Mariene Ecologie","ORCID":"0000-0001-7238-9113","PersID":7604,"InsID":13081},{"AutName":"Joseph","Firstname":null,"Initials":"A.T.","Affiliation":"Hydrological Sciences Branch/614.3, Hydrospheric and Biospheric Sciences Laboratory, NASA/GSFC","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":167879,"OrderNr":6,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"O'Neill","Firstname":null,"Initials":"P.E.","Affiliation":"Hydrological Sciences Branch/614.3, Hydrospheric and Biospheric Sciences Laboratory, NASA/GSFC","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":167880,"OrderNr":7,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Lang","Firstname":null,"Initials":"R.H.","Affiliation":"Dept. of Electrical and Computer Engineering, George Washington University","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":167881,"OrderNr":8,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Gish","Firstname":null,"Initials":"T.","Affiliation":"Hydrology and Remote Sensing Lab, USDA-ARS","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":167882,"OrderNr":9,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Werdell","Firstname":null,"Initials":"P.J.","Affiliation":"NASA Goddard Space Flight Center, Ocean Ecology Branch Code 614.2","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":167883,"OrderNr":10,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Su","Firstname":null,"Initials":"Z.","Affiliation":"Department of Water Resources, ITC, University of Twente","Discriminator":null,"CorporateFlag":0,"BEntID":222873,"AutID":167884,"OrderNr":11,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null}],"mapdetails":null,"datasets":null,"monographs":null,"monparts":null,"serparts":null,"BEntOpen":222873,"BEntPrivate":null,"availability":[{"BInstID":256540,"LibID":2779,"BRefID":231161,"EmbargoDate":null,"FullEmbargoDate":null,"PhysMedID":16,"hasOCRd":1,"ShelfLocCode":"256540","RFID":null,"PaidValue":null,"Medium":"Server","Description":null,"Acronym":null,"Library":"NIOZ","DutchTerm":null,"URL":null,"ClassifID":260,"Classification":"NIOZ Open Repository","ReqLink":null,"ClassifTypID":1,"URLLocation":"https://www.vliz.be/imisdocs/publications/","SubDir":1,"InternalReq":null,"LoggedInReq":null,"Disclaimer":"Disclaimer_NIOZ","DutchDisclaimer":null,"FileFormat":".pdf","FileDescr":"pdf","InsPub":1,"InsID":397,"FileFormID":6,"LendableFlag":null,"PublicFlag":1,"orderLib":"NIOZ","Notes":null,"AccConID":null,"AccessConstraint":null,"LicURL":null}],"litstyles":null,"thespers":null,"arch2discl":805,"SERpubls":[{"PublName":"Copernicus Publications","City":"Göttingen"}],"MONpubls":null,"pictures":[],"thestermsPath":null,"thestermsASFA":null,"taxtermsASFA":null,"geotermsASFA":null,"collections":null,"conf":null,"proj":null,"Physdatasets":null,"spcols":{"805":{"SpName":"Koninklijk Nederlands Instituut voor Onderzoek der Zee","SpColID":805,"ParSpColID":null,"TopParID":null,"ShortName":"NIOZ","URLLocation":"https://www.vliz.be/imis/nioz/imis.php?refid=","LibID":2779,"OpenRepoFlag":1,"SpTypID":1,"TopParIDNotWebsite":null,"SpColPath":"NIOZ"}},"doi":null,"publs":null,"serparttypes":null,"monauthors":null,"MParts":null,"SParts":null,"hLibs":null,"langs":[{"BEntID":222873,"AbstractFlag":0,"LangID":15,"LangCode":"en","Lang":"English","DutchTerm":"Engels","LangCodeExtended":"eng"}],"urls":[{"URL":"https://dx.doi.org/10.5194/bg-9-2195-2012","externalID":"10.5194/bg-9-2195-2012","URLTypeCode":"DOI","URLID":30789,"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":"2013-12-01 18:55:58.187000","timezone_type":3,"timezone":"Europe/Brussels"},"updSesName":"Leonne.van.der.Weegen@nioz.nl","updSesDate":{"date":"2014-08-19 09:23:38.100000","timezone_type":3,"timezone":"Europe/Brussels"}}}