I usually not a big fan of the GUI, but it would be pretty handy for editing CTD casts.
One could imagine some buttons for applying the different filters (w/ different parameters) to see in realtime what impact it had on each profile before moving on to the next.
Using "Panel" with hvplot of course. :-)