Ocean/Atmosphere Time Series Analysis

J. M. Lilly, Planetary Science Institute

GitHub repo | zip file

updated june 23, 2022


I. Fundamentals

Lab Assignments—Matlab version

  1. Distributional Analysis ipynb

Lab Assignments—Python version

  1. Distributional Analysis ipynb
 

II. Spectral and Time-Frequency Analysis

Lab Assignments—Python version

  1. Variance Ellipses ipynb
  2. Spectral Analysis ipynb
  3. Wavelet Transform ipynb
  4. {Stochastic Modeling} [ipynb]
 

III. Mental Tools for Scientists