Table 7 Proportion (%) of the modelled data relative to the required precision intervals for the prediction of low and medium stages obtained using the LSTM model and DLCM for the validation period (2014–2019)
Day | Req. prec. (cm) | Low stages (< 240 cm) | Medium stages (240‒649 cm) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
LSTM model | DLCM | LSTM model | DLCM | ||||||||||
Inside | Lower | Higher | Inside | Lower | Higher | Inside | Lower | Higher | Inside | Lower | Higher | ||
First | ± 5 | 78.9 | 13.1 | 8.0 | 70.4 | 16.3 | 8.9 | 59.2 | 13.7 | 27.1 | 39.1 | 28.1 | 29.3 |
Third | ± 15 | 84.2 | 11.2 | 4.6 | 76.8 | 15.1 | 7.4 | 62.6 | 11.7 | 25.7 | 45.5 | 24.0 | 28.9 |
Fifth | ± 25 | 82.7 | 13.2 | 4.1 | 80.2 | 13.8 | 5.4 | 53.8 | 18.3 | 29.1 | 48.2 | 22.0 | 29.1 |