A long short-term memory model for sub-hourly temporal disaggregation of precipitation
This paper applies long short-term memory models to precipitation disaggregation, with a comprehensive analysis of performance across 5 Australian climate zones.
time series analysis
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%.