DeepIceDrainPipe

Cloud optimization of point cloud data and machine learning identification of active subglacial lakes

Machine Learning data pipeline and Jupyter Book for the DeepIceDrain project.

Part of the 2022 ESIP Lab Machine Learning tutorials.

Getting started

Quickstart

Launch on regular Binder. Try this first!

Launch on CryoCloud. Hosted on AWS US West2 region. Requires CryoCloud user account.

Deliverables

• Pre-processing of ICESat-2 ATL11 data to cloud-optimized format - @wsauthoff
• Jupyter Book website design with ICESat-2 data access tutorials - @JessicaS11
• Development of machine learning pipeline - @weiji14