Reference : Data Interpolating Empirical Orthogonal Functions (DINEOF): a tool for geophysical data ...
Scientific journals : Article
Physical, chemical, mathematical & earth Sciences : Earth sciences & physical geography
http://hdl.handle.net/2268/87104
Data Interpolating Empirical Orthogonal Functions (DINEOF): a tool for geophysical data analyses
English
Alvera Azcarate, Aïda mailto [Université de Liège - ULg > Département d'astrophys., géophysique et océanographie (AGO) > GeoHydrodynamics and Environment Research (GHER) >]
Barth, Alexander mailto [Université de Liège - ULg > Département d'astrophys., géophysique et océanographie (AGO) > GeoHydrodynamics and Environment Research (GHER) >]
Sirjacobs, Damien mailto [Université de Liège - ULg > Département des sciences de la vie > Algologie, mycologie et systématique expérimentale >]
Lenartz, Fabian mailto [Université de Liège - ULg > Département des sciences et gestion de l'environnement > Océanologie >]
Beckers, Jean-Marie mailto [Université de Liège - ULg > Département d'astrophys., géophysique et océanographie (AGO) > GeoHydrodynamics and Environment Research (GHER) >]
2011
Mediterranean Marine Science
Hellenic Centre for Marine Research
12
3
Special Issue for the IMDIS 2008 conference
5-11
Yes (verified by ORBi)
International
1791-6763
1791-6763
Athens
Greece
[en] Missing data reconstruction ; DINEOF ; software distribution
[en] An overview of the technique called DINEOF (Data Interpolating Empirical Orthog-
onal Functions) is presented. DINEOF reconstructs missing information in geophys-
ical data sets, such as satellite imagery or time series. A summary of the technique
is given, with its main characteristics, recent developments and future research di-
rections. DINEOF has been applied to a large variety of oceanographic variables in
various domains of different sizes. This technique can be applied to a single variable
(monovariate approach), or to several variables together (multivariate approach),
with no complexity increase in the application of the technique. Error fields can be
computed to establish the accuracy of the reconstruction. Examples are given to
illustrate the capabilities of the technique. DINEOF is freely offered to download,
and help is provided to users in the form of a wiki and through a discussion email
list.
Centre Interfacultaire de Recherches en Océanologie - MARE
Fonds de la Recherche Scientifique (Communauté française de Belgique) - F.R.S.-FNRS ; Politique Scientifique Fédérale (Belgique) = Belgian Federal Science Policy
RECOLOUR
Researchers ; Professionals ; Students
http://hdl.handle.net/2268/87104

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