For more than 200 years, the Fourier Transform has been one of the most important mathematical tools for understanding the dynamics of linear wave trains. This book presents the development of nonlinear Fourier analysis of measured space & time series. It also presents techniques & methods of the inverse scattering transform for data analysis.