Relationship between vertical wind shear and typhoon intensity change, anddevelopment of three-predictor intensity prediction model

The relationship between vertical wind shear and tropical cyclone intensity change at each time interval of 12, 24, 36, 48, 60, and 72 h in the wester n North Pacific is investigated using the NCEP/NCAR reanalysis data from 19 83 to 1996. As expected, regression coefficients at all time intervals are positive (storm intensity is represented by the minimum surface pressure), indicating that the vertical shear weakens storm intensity. When the total sample is stratified by latitude band, it is found that the intensity of lo w-latitude storms is more sensitive to vertical shear than that of high-lat itude storms. This is consistent with theoretical results and observations for Atlantic storms. A minimal predictor model of predicting tropical cyclone intensity change i n the western North Pacific up to 72 h is presented. The model has only thr ee predictors (potential intensification, intensity change during previous 12 hours, and vertical shear), but the explained total variance is shown to be reasonably good in comparison to other statistical models with larger n umbers of predictors. The average intensity prediction errors from the thre e-predictor model are reduced when the multiple linear regression method is replaced by the back-propagation neural network.