Using a long short-term memory (LSTM) neural network to boost river streamflow forecasts over the western United States

Abstract. Accurate river streamflow forecasts are a vital tool in the fields of water security, flood preparation and agriculture, as well as in industry more generally. Traditional physics-based models used to produce streamflow forecasts have become increasingly sophisticated, with forecasts impro... View More