“…The presence of spatial and temporal variability in CO 2 chemistry across marine ecosystems has raised the idea that ocean acidification refugia (OAR), or locations where ocean acidification impacts could be less intense, exist naturally (Manzello, Enochs, Melo, Gledhill, & Johns, 2012). Proposed OAR include seagrass meadows and dense algal beds (Hendriks et al, 2014;Krause-Jensen et al, 2015;Manzello et al, 2012;Unsworth, Collier, Henderson, & Mckenzie, 2012;Wahl et al, 2018;Young & Gobler, 2018), algal boundary layers (Cornwall et al, 2014; F I G U R E 1 Processes modifying ocean acidification exposures over a range of temporal frequencies and spatial scales. (a) Seasonal pH regimes driven by warming in a temperate ecosystem and primary production in a polar ecosystem (Kapsenberg, Alliouane, et al, 2017;Kapsenberg et al, 2015).…”