Ocean/Atmosphere Time Series Analysis

J. M. Lilly
Planetary Science Institute

updated january 9, 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—Matlab version

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

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