Summary

This repository contains all necessary information (rationale, methodology, data, codes and results) used in identifying and predicting atmospheric rivers (ARs) in the Western United States.

Report

• Report can be found here. (To be included)
• Supplemantary material can be found here. (To be included)

Data sources

• Training data can be found here.
• GOES data can be found here here.

How to run?

• Data should be in this directory: labeled_AR

Codes

• Data processing
• Code to access training and clippling data to Western US can be found here.
• Code to access selected GOES data can be found hereto Western US can be found here.
• Machine learning

References

Reviewed literature is tracked in this excel.