Accurately characterizing natural versus forced sea surface temperature variability in observations is needed to validate and verify climate models used for projections of future climate change. This study successfully resolves previous large discrepancies in estimated tropical Indo-Pacific twentieth-century trends between observationally based sea surface temperature reconstructions.