Convective Precursors and Predictability in the Tropical Western Pacific

Conditions leading to convective outbreak in the Tropics are investigated by multivariate analysis of sounding and satellite data from the tropical western Pacific area. Circumstances that make the prediction problem difficult are discussed and addressed by applying linear ''error-in-variables'' and nonlinear statistical simulation techniques to a large dataset.