Environmental Simulation Modelling

Get started

Interactive notebooks
Managing environments
Jupyter notebook
- Python Fundamentals
- Python Functions and Classes

Model & dataset

eReefs model description
Data formats and access

Scientific Python Fundamentals

The scientific Python stack
Introduction to numpy
Introduction to matplotlib
Maps in Scientific Python

Data analysis

Pandas
Pandas Fundamentals
Pandas: Groupby
- Comparisons between Reefs
- Climate variability Davies Reef

Multi-dimensional data

Xarray for multidimensional data
Xarray Fundamentals
Advanced Xarray
Xarray Tips and Tricks

Going further

Particles tracking
Other libraries of interest
Dask example

Powered by Jupyter Book

Index

By Tristan Salles
© Copyright 2020-2022.

These lecture notes and exercises are licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
© Copyright 2020-2022.