This paper describes a new homogenization algorithm validation methodology, and its use to assess the skill of eight different algorithms, when applied synthetic daily temperature time series. These algorithms were ACMANT, Climatol (in both monthly configurations), DAP, HOM, MAC-D, MASH SpliDHOM. Algorithms tested on benchmark data replicating variability in four regions North America: Wyoming,...