The subject of wavelet analysis and fractal analysis is fast developing and has drawn a great deal of attention in varied disciplines of science and engineering. Over the past couple of decades, wavelets, multiresolution, and multifractal analyses have been formalized into a thorough mathematical framework and have found a variety of applications with significant impact in several branches of earth system sciences. Wavelets and Fractals in Earth System Sciences highlights the role of advanced data processing techniques in present-day research in various fields of earth system sciences. The book consists of ten chapters, providing a well-balanced blend of information about the role of wavelets, fractals, and multifractal analyses with the latest examples of their application in various research fields. By combining basics with advanced material, this book introduces concepts as needed and serves as an excellent introductory material and also as an advanced reference text for students and researchers.Denoising the Data Using DWT Rain data can be difficult to analyze statistically because it tends to be very anoisya with large ... The following MATLAB code can be used to load, normalize, and plot a time series data of rainfall anomalies.
|Title||:||Wavelets and Fractals in Earth System Sciences|
|Author||:||E. Chandrasekhar, V. P. Dimri, V. M. Gadre|
|Publisher||:||Taylor & Francis - 2013-11-20|