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Technical Note

Facilitating Inversion of the Error Covariance Models for the Wide-Swath Altimeters

US Naval Research Laboratory, Stennis Space Center, MS 39522, USA
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Author to whom correspondence should be addressed.
Remote Sens. 2020, 12(11), 1823; https://doi.org/10.3390/rs12111823
Submission received: 19 April 2020 / Revised: 22 May 2020 / Accepted: 2 June 2020 / Published: 4 June 2020
(This article belongs to the Section Ocean Remote Sensing)

Abstract

Wide-swath satellite altimeter observations are contaminated by errors caused by the uncertainties in the geometry and orientation of the on-board interferometer. These errors are strongly correlated across the track, while also having similar error structures in the along-track direction. We describe a method for modifying the geometric component of the error covariance matrix which facilitates accuracy in the removal of the respective error modes from the signal and improves computational efficiency of the data assimilation schemes involving wide-swath altimeter observations. The method has been tested using the Surface Water and Ocean Topography simulator. We show substantial computer cost savings in the pseudo-inversion of the respective error covariance matrix. This efficiency improvement comes with a few per cent error in the approximation of the original covariance model simulating uncertainties in the geometry and orientation of the on-board interferometer.
Keywords: swath altimetry; error covariance; data assimilation swath altimetry; error covariance; data assimilation
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MDPI and ACS Style

Yaremchuk, M.; D’Addezio, J.M.; Jacobs, G. Facilitating Inversion of the Error Covariance Models for the Wide-Swath Altimeters. Remote Sens. 2020, 12, 1823. https://doi.org/10.3390/rs12111823

AMA Style

Yaremchuk M, D’Addezio JM, Jacobs G. Facilitating Inversion of the Error Covariance Models for the Wide-Swath Altimeters. Remote Sensing. 2020; 12(11):1823. https://doi.org/10.3390/rs12111823

Chicago/Turabian Style

Yaremchuk, Max, Joseph M. D’Addezio, and Gregg Jacobs. 2020. "Facilitating Inversion of the Error Covariance Models for the Wide-Swath Altimeters" Remote Sensing 12, no. 11: 1823. https://doi.org/10.3390/rs12111823

APA Style

Yaremchuk, M., D’Addezio, J. M., & Jacobs, G. (2020). Facilitating Inversion of the Error Covariance Models for the Wide-Swath Altimeters. Remote Sensing, 12(11), 1823. https://doi.org/10.3390/rs12111823

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