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Proceedings Paper

Applying DINEOF algorithm on cloudy sea-surface temperature satellite data over the eastern Mediterranean Sea
Author(s): Andreas Nikolaidis; Georgios Georgiou; Diofantos Hadjimitsis; Evangelos Akylas
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Paper Abstract

Data Interpolating Empirical Orthogonal Functions (DINEOF) is a special technique which is based on Empirical Orthogonal Functions (EOF) in order to reconstruct missing data from satellite images. It is an innovative method, especially useful for filling in missing data from geophysical fields. Interesting examples could be clouds in sea-surface temperature (SST). Past studies have shown that filtering the temporal covariance matrix allows to reduce spurious variability and therefore a more realistic data reconstruction can be obtained. There is also provision in the estimation of the error covariance of the reconstruction of the data. Moreover, the error fields can be obtained with some calculation rearrangement. Error fields reflect the data-coverage structure and furthermore the covariance of the physical fields. Successful experiments on the Western Mediterranean encouraged the extension of the application of the method eastwards using similar experimental implementation. The present study summarizes the experimental work done, the implementation of the method and its ability in reconstructing the sea-surface temperature field over the Eastern Mediterranean basin, and specifically over Levantine sea and Cyprus.

Paper Details

Date Published: 5 August 2013
PDF: 10 pages
Proc. SPIE 8795, First International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2013), 87950L (5 August 2013); doi: 10.1117/12.2029085
Show Author Affiliations
Andreas Nikolaidis, Cyprus Univ. of Technology (Cyprus)
Univ. of Cyprus (Cyprus)
Georgios Georgiou, Univ. of Cyprus (Cyprus)
Diofantos Hadjimitsis, Cyprus Univ. of Technology (Cyprus)
Evangelos Akylas, Cyprus Univ. of Technology (Cyprus)


Published in SPIE Proceedings Vol. 8795:
First International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2013)
Diofantos G. Hadjimitsis; Kyriacos Themistocleous; Silas Michaelides; George Papadavid, Editor(s)

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