Climate Teleconnection Analysis with Machine Learning

Important

This tutorial demonstrates how to analyze climate teleconnections using machine learning on NAIC Orchestrator VMs with GPU support.

• NAIC Portal: https://www.naic.no/

• Orchestrator: https://orchestrator.naic.no/

• Repository: https://github.com/NAICNO/wp7-UC1-climate-indices-teleconnection

Getting Started

• Introduction to Climate Teleconnections
• VM Provisioning
• Setting Up the Environment

Understanding the Science

• Climate Data and Indices
• Machine Learning Methodology

Hands-On

• Running Experiments
• Analyzing Results

Reference

• NAIC Teleconnection Demonstrator FAQ
• Downloads & Quick Reference