Preface; 1. Introduction: a multiscale and turbulent-like world; 2. Homogeneous turbulence and intermittency; 3. Scaling and intermittent stochastic processes; 4. New methodologies to deal with nonlinear and scaling time series; 5. Applications: case studies in turbulence; 6. Applications: case studies in ocean and atmospheric sciences; References; Index.