We congratulate Ali Tura, Matt Copley, Sima Daneshvar, Andrea Damsceno, and James Stitt on receiving SEG BEST PAPER Presented at IMAGE 2021! The Abstract Impact of joint PP/PS inversion on shear-impedance estimation for exploration and production can be found at: https://doi.org/10.1190/segam2021-3579873.1