A method for direct variational data assimilation from various observing systems

Vladimir V. Penenko

doi:10.1117/12.2205886

19 November 2015 A method for direct variational data assimilation from various observing systems

Vladimir V. Penenko

Proceedings Volume 9680, 21st International Symposium Atmospheric and Ocean Optics: Atmospheric Physics; 968070 (2015) https://doi.org/10.1117/12.2205886
Event: XXI International Symposium Atmospheric and Ocean Optics. Atmospheric Physics, 2015, Tomsk, Russian Federation

Abstract

A new method for the joint use of mathematical models and heterogeneous data from various monitoring systems for ground and space based assets, including the sequence of images, is presented. The method is based on variational principles with weak constraints. The algorithm for its implementation allows us to use images in the problems of prediction and reconstruction of multidimensional fields of the state functions.

Citation Download Citation

Vladimir V. Penenko "A method for direct variational data assimilation from various observing systems", Proc. SPIE 9680, 21st International Symposium Atmospheric and Ocean Optics: Atmospheric Physics, 968070 (19 November 2015); https://doi.org/10.1117/12.2205886

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