Applications of Conditional Nonlinear Optimal Perturbations to Ensemble Prediction and Adaptive Observation

Abstract

Conditional nonlinear optimal perturbation (CNOP), which is a natural extension of the singular vector into the nonlinear regime, is applied to ensemble prediction study and the determination of sensitive area in adaptive observations. The purpose of this paper is to summarize the recent progresses of the authors in these fields.