Climate Research Code Tutorials

Hello and welcome to my tutorials!

Here you can find a multitude of tutorials that support the papers I have been working on. You can also find and dowload the codes directly from my github.

Computing 3D EOFs Using Covariance in Time and Singular Value Decomposition in Python

Motivation Existing oceanic studies on either data reconstruction or dynamics often used 2-dimensional empirical orthogonal functions (EOF) for sea surface temperature (SST) and for deep layers. However, large-scale oceanic dynamics, such as equatorial ocean upwelling and arctic ocean ventilation, implies the existence of strong covariance amon... Read more 09 Aug 2022 - 15 minute read

Code for Plotting Figures in 3D EOF Paper

This is the code to plot each figure from Three-Dimensional Empirical Orthogonal Functions Computed From An Ocean General Circulation Model: Mode Visualization and equatorial Upwelling Things to keep in mind: You may need to download Basemap before importing it bellow - you can do this by using pip. Copy and paste the line below ... Read more 02 Aug 2022 - 58 minute read

Code for Computing 3D EOFs

Here you will find the full code that accompanies my last post. You can copy and paste the code from here or you can download it from here. Make sure to read my previous post which goes over the method of the code in detail and explains parts of the code. Computing EOFs in 3D for OGCM on 1x1 deg grid Program created by Dani Lafarga on 05/2021 ... Read more 08 Feb 2022 - 14 minute read