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1 INTRODUCTION It is well established that weather systems exhibit both a predictable signal and unpredictable ‘noise’ because of their chaotic nature (Lorenz, 1963). This unpredictable component imposes a constraint on our ability to predict the behaviour of the climate system as it will become large compared with the predictable signal (a low signal-to-noise ratio) at long forecast lead times.
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