Comment by raprosse
100% aggree. Flooding is the single costliest natural disaster.
But it's non-trivial to scale these new techniques into the field. A major factor is the scale of interest. FEMA's FIRMaps are typically at a 10m resolution not 11km.
Low-income neighborhoods are good signal indicator for flooding high risk zones. There's a demographic angle, too.