C3 -- Resonator Acoustics
As F1 frequency increases, the amplitude of the F1 peak increases.
Also, the amplitude of higher formants increases (as they ride on F1's
"skirt").

Figure from Stevens, Acoustic Phonetics p. 134
Prediction: F1 frequency and amplitude should peak together.