Validation practices for satellite-based Earth observation data across communities

dc.bibliographicCitation.firstPage779eng
dc.bibliographicCitation.issue3eng
dc.bibliographicCitation.journalTitleReviews of Geophysicseng
dc.bibliographicCitation.volume55eng
dc.contributor.authorLoew, A.
dc.contributor.authorBell, W.
dc.contributor.authorBrocca, L.
dc.contributor.authorBulgin, C.E.
dc.contributor.authorBurdanowitz, J.
dc.contributor.authorCalbet, X.
dc.contributor.authorDonner, R.V.
dc.contributor.authorGhent, D.
dc.contributor.authorGruber, A.
dc.contributor.authorKaminski, T.
dc.contributor.authorKinzel, J.
dc.contributor.authorKlepp, C.
dc.contributor.authorLambert, J.-C.
dc.contributor.authorSchaepman-Strub, G.
dc.contributor.authorSchröder, M.
dc.contributor.authorVerhoelst, T.
dc.date.accessioned2020-07-27T12:26:36Z
dc.date.available2020-07-27T12:26:36Z
dc.date.issued2017
dc.description.abstractAssessing the inherent uncertainties in satellite data products is a challenging task. Different technical approaches have been developed in the Earth Observation (EO) communities to address the validation problem which results in a large variety of methods as well as terminology. This paper reviews state-of-the-art methods of satellite validation and documents their similarities and differences. First, the overall validation objectives and terminologies are specified, followed by a generic mathematical formulation of the validation problem. Metrics currently used as well as more advanced EO validation approaches are introduced thereafter. An outlook on the applicability and requirements of current EO validation approaches and targets is given.eng
dc.description.versionpublishedVersioneng
dc.identifier.urihttps://oa.tib.eu/renate/handle/123456789/5166
dc.identifier.urihttps://doi.org/10.34657/3795
dc.language.isoengeng
dc.publisherHoboken, NJ : Blackwell Publishing Ltdeng
dc.relation.doihttps://doi.org/10.1002/2017RG000562
dc.rights.licenseCC BY-NC-ND 4.0 Unportedeng
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/eng
dc.subject.ddc550eng
dc.subject.otherECVeng
dc.subject.otherGCOSeng
dc.subject.otherprotocoleng
dc.subject.othersatelliteeng
dc.subject.othertraceabilityeng
dc.subject.othervalidationeng
dc.subject.otherNetwork protocolseng
dc.subject.otherObservatorieseng
dc.subject.otherTerminologyeng
dc.subject.otherUncertainty analysiseng
dc.subject.otherGCOSeng
dc.subject.otherMathematical formulationeng
dc.subject.otherSatellite based Earth observationeng
dc.subject.otherSatellite validationeng
dc.subject.otherState-of-the-art methodseng
dc.subject.othertraceabilityeng
dc.subject.othervalidationeng
dc.subject.otherValidation approacheng
dc.subject.otherSatelliteseng
dc.subject.otherdata processingeng
dc.subject.otherEOSeng
dc.subject.othermodel validationeng
dc.subject.otherobservational methodeng
dc.subject.othersatellite dataeng
dc.titleValidation practices for satellite-based Earth observation data across communitieseng
dc.typeArticleeng
dc.typeTexteng
tib.accessRightsopenAccesseng
wgl.contributorPIKeng
wgl.subjectUmweltwissenschafteneng
wgl.typeZeitschriftenartikeleng
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