Examples and Documentation

Ocetrac has several tutorial Jupyter notebooks available to help you get started. Static examples are provided to demonstrate different use cases of Ocetrac. We also provide a set of documentation pages that explain the implementation details of each tracking method.

Overview

• Ocetrac Overview — Architecture, data flow, and key concepts behind SurfTrack and DeepTrack.

• Quickstart — Get up and running with SurfTrack and DeepTrack in a few lines of code.

• Working with output — Read, analyse, plot, and animate tracked event output.

Tutorials

SurfTrack Tutorial

Step-by-step walkthrough of the SurfTrack tracker from preprocessing to labelled events.

SurfTrack Measures

Compute shape, motion, temporal, and intensity characteristics of tracked surface events.

SurfTrack Time Restrictive Connectivity

Step-by-step walkthrough of the SurfTrack tracker from preprocessing to labelled events using temporal neighbor tracking.

DeepTrack Tutorial

Track subsurface marine heatwaves in 4-D (time, depth, lat, lon) CESM2 data.