Welcome to the GitHub repository for the Extended Wavelet Directional Method (EWDM) - a toolkit for estimating directional spectra of ocean waves using the Continuous Wavelet Transform (CWT). This ...

A practical step-by-step guide to wavelet analysis is given, with examples taken from time series of the El Niño-Southern Oscillation (ENSO). The guide includes a comparison to the windowed Fourier ...

Soil properties, such as organic carbon, pH and clay content, are critical indicators of ecosystem function. Visible–near infrared (vis–NIR) reflectance spectroscopy has been widely used to ...

Projects I'd like to share: WaveletNN WaveletNN is Python package that provides neural network modules (PyTorch's nn.Module) for 1D and 2D wavelet transforms. Wavelet analysis is a powerful technic ...

Abstract: One common task in time series analysis is the visual investigation of spectra such as Fourier spectra or wavelet spectra to identify dominating frequencies. In this article, we present the ...

K. Nowak, B. Rajagopalan and E. Zagona (2011). “Wavelet Auto-Regressive Method (WARM) for multi-site streamflow simulation of data with non-stationary spectra,” Journal of Hydrology, 410 (1-2) 1–12.

Abstract: Seismic resolution is a key indicator in seismic exploration technology and directly affects the reliability of seismic data interpretation. Seismic wavelet extraction plays a vital role in ...