“…Hence sunspot numbers are used as a proxy for OSF emergence rate. This has been used a great many times since, in conjunction with the OSF continuity equation and/or photospheric flux transport models, in reconstructions (e.g., Solanki et al, 2002;Schrijver et al, 2002;Lean et al, 2002;Usoskin et al, 2002;Lockwood, 2003;Wang et al, 2005;Vieira & Solanki, 2010;Steinhilber et al, 2010;Demetrescu et al, 2010;Goelzer et al, 2013;Wang & Sheeley, 2013;Karoff et al, 2015;Rahmanifard et al, 2017;Asvestari et al, 2017). However, as noted in the area of climate science, regressions with proxies can lead to errors in reconstructions (e.g., Bürger & Cubasch, 2005) and hence it is important to carry out tests on the predictions and to understand the degree of extrapolation used when the reconstructions extend beyond the range of conditions covered by the regressions.…”