Technical Note: On masking land pixels in empirical orthogonal function analysis of sequences of sea surface images

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Abstract:

Implications of masking land pixels in series of images of the sea surface are investigated. The study is carried out by means of analytical and numerical arguments. An algorithm that performs empirical orthogonal function (EOF) analysis by selecting from original images only the subset of unmasked pixels, has been set up and used on an exemplar dataset constituted by 206 images of the sea level anomaly (SLA) provided by the Topex/Poseidon mission over the Mediterranean Sea. It is shown that, as far as singular value decomposition (SVD) and spatial EOF analyses are involved, different masking values of land pixels modify the relative importance of empirical functions (EOFs) and the corresponding temporal coefficient, while results obtained with temporal EOF analysis remain unchanged.

Document Type: Research Article

DOI: http://dx.doi.org/10.1080/01431160310001653537

Affiliations: 1: Telespazio, Via Tiburtina 965, 00156-Roma, Italy; GAF AG, Arnulfstrae 197, 80634 München Germany; Università degli studi di Roma 'La Sapienza' P. Aldo Moro 5 00100-Roma Italy 2: Telespazio Via Tiburtina 965 00156-Roma Italy

Publication date: September 1, 2004

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