Flood Inflow Forecast Using L2-norm Ensemble Weighting Sea Surface Feature. (arXiv:2112.03108v2 [stat.ML] UPDATED)

It is important to forecast dam inflow for flood damage mitigation. The
hydrograph provides critical information such as the start time, peak level,
and volume. Particularly, dam management requires a 6-h lead time of the dam
inflow forecast based on a future hydrograph. The authors propose novel target
inflow weights to create an ocean feature vector extracted from the analyzed
images of the sea surface. We extracted 4,096 elements of the dimension vector
in the fc6 layer of the pre-trained …

arxiv ensemble feature forecast l2 ml