Disaggregating Daily Precipitation Data 1990 to 2022 into Half-Hourly Intervals Using LSTM Models

This paper applies long short-term memory models to precipitation disaggregation. In particular, it shows promising results in the Australian context, reducing error compared to previous attempts by around 30%.

December 2024 · Harrison Oates, Nayan Arora, Hong Gic Oh, Trevor Lee