Since this work was published, we have made a slight change to the method. For the low-frequency component of the reconstruction, we now set "regpar" to one more than the number of eigenvalues needed to retain 33% of the variance. See the supplemental material for Mann et al., 2009 (http://www.meteo.psu.edu/~mann/supplements/MultiproxySpatial09/) for additional information.