River water level forecaster

This will use an ML model to forecast the flow rate of the bow river in Calgary.

How to run...

Elastic Beanstalk Deployment

docker-compose --file docker-compose-dev.yml up --build   
cd frontend
npm install
npm run start

Data Sources

• river flows (rivers.alberta.ca)

  • bow river in calgary (Probably we will start with a univariate model of this trend as a baseline)
  • bow river in canmore and lake louise
  • elbow river

• weather

  • precip (alberta.rivers.ca)
  • snow pillow (alberta.rivers.ca)

weather

• environment canada?

Formatting

We probably want to save all our trends into a single dataframe, with hourly sample rate