Comparison between ion production and destruction rates after applying the empirical electron temperature correction for orbits (a) No. 1085, an in-sample profile, and (b) No. 6943, an out-of-sample profile. The ion production rate (P), ion destruction rates calculated using the original LPW electron temperature (L_measured), and the empirically corrected electron temperature (L_corrected) are shown as black, green, and yellow solid lines, respectively.