“…This would manifest as longer sampling periods, possibly annual in duration, over a period of years to document the scope of post-depositional change at a range of sites vulnerable to post-depositional change. Data sets such as these would help our second recommendation: further development of streamlined, site-agnostic process-based models that manuscript submitted to JGR: Atmospheres include the impact of the surface energy budget, near-surface snow vapor dynamics, and redistribution processes on the isotopic content of near-surface snow (e.g., Touzeau et al, 2018;Stevens et al, 2020;Kahle et al, 2021;Hughes et al, 2021;Casado et al, 2021;Wahl et al, 2022). This combination will allow for training of model parameters and investigation into compensating impacts of all potential processes impacting post-depositional isotopic change of near-surface snow.…”