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README.md

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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.