Please use this identifier to cite or link to this item: http://ktisis.cut.ac.cy/handle/10488/8737
Title: Filling in missing sea-surface temperature satellite data over the Eastern Mediterranean Sea using the DINEOF algorithm
Authors: Nikolaidis, Andreas
Georgiou, Georgios C. 
Hadjimitsis, Diofantos G. 
Akylas, Evangelos 
Keywords: Remote Sensing
Sea-surface temperature
DINEOF
Data reconstruction
Levantine Sea
Issue Date: Mar-2014
Publisher: Springer International Publishing
Source: Central European Journal of Geosciences, 2014, Volume 6, Issue 1, pages 27-41
Abstract: The Data Interpolating Empirical Orthogonal Functions method is a special technique based on Empirical Orthogonal Functions and developed to reconstruct missing data from satellite images, which is especially useful for filling in missing data from geophysical fields. Successful experiments in the Western Mediterranean encouraged extension of the application eastwards using a similar experimental implementation. The present study summarizes the experimental work done, the implementation of the method and its ability to reconstruct the sea-surface temperature fields over the Eastern Mediterranean basin, and specifically in the Levantine Sea. L3 type Satellite Sea-surface Temperature data has been used and reprocessed in order to recover missing information from cloudy images. Data reconstruction with this method proved to be extremely effective, even when using a relatively small number of time steps, and markedly accelerated the procedure. A detailed comparison with the two oceanographic models proves the accuracy of the method and the validity of the reconstructed fields.
URI: http://ktisis.cut.ac.cy/jspui/handle/10488/8737
ISSN: 2081-9900
1896-1517 (Online)
DOI: 10.2478/s13533-012-0148-1
Rights: © Springer International Publishing AG
Appears in Collections:Άρθρα/Articles

Show full item record

SCOPUSTM   
Citations 50

1
checked on Jan 21, 2017

WEB OF SCIENCETM
Citations 20

2
checked on Jul 25, 2017

Page view(s) 50

24
Last Week
1
Last month
2
checked on Aug 19, 2017

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.