Current problems in four-dimensional data assimilation

Bengtsson, L. (1980) Current problems in four-dimensional data assimilation. In: ECMWF Seminar on Data Assimilation Methods. Proceedings of ECMWF Seminars. ECMWF, Reading, UK, pp. 195-217.

Abstract/Summary

The purpose of this lecture is to review recent development in data analysis, initialization and data assimilation. The development of 3-dimensional multivariate schemes has been very timely because of its suitability to handle the many different types of observations during FGGE. Great progress has taken place in the initialization of global models by the aid of non-linear normal mode technique. However, in spite of great progress, several fundamental problems are still unsatisfactorily solved. Of particular importance is the question of the initialization of the divergent wind fields in the Tropics and to find proper ways to initialize weather systems driven by non-adiabatic processes. The unsatisfactory ways in which such processes are being initialized are leading to excessively long spin-up times.