Ocean/Atmosphere Time Series Analysis

J. M. Lilly, Planetary Science Institute

GitHub repo | zip file

updated june 5, 2023


I. Fundamentals

Lab Assignments

  1. Distributional Analysis: Julia ipynb, Matlab ipynb, Python ipynb
 

II. Spectral and Time-Frequency Analysis

Lab Assignments

  1. Variance Ellipses: Julia ipynb, Matlab ipynb, Python ipynb
  2. Spectral Analysis: Julia ipynb, Matlab ipynb, Python ipynb
  3. Wavelet Analysis: Julia ipynb, Matlab ipynb, Python ipynb
 

III. Mental Tools for Scientists