calibration to water levels and its sensitivity to Manning's n

[Tigris]

I have been running sensitivity analysis on a river by varying the roughness coefficient (n) and shape of cross section, I have noticed that water levels where much more sensitive to the variance of these hydraulic factors when compared to discharge, please could anyone explain to me why?

And why is it preferable to calibrate to water levels and not discharge?

Thank you in advance.