“…The accuracy and precision of the temperature proxies vary, especially at the upper and lower ends of the calibrations or close to detection limits, and not all proxies are found in all settings. Many of the proxies are calibrated to mean annual surface water temperature (Table 1), but if the producers have preferred seasons or water depths, a seasonal or subsurface temperature signal may be reconstructed (D'Andrea et al, 2005(D'Andrea et al, , 2011Jaeschke et al, 2017;Tierney and Tingley, 2018;Inglis and Tierney, 2020;Theroux et al, 2020;Spencer-Jones et al, 2021). Although marine biomarkers have global calibrations (Table 1), there can also be local controls over the biomarker-temperature relationship in all aquatic settings (e.g.…”