They then used that proxy data, which they dubbed the Paleo Index (PI) and compared it to the merged land-ocean surfacetemperature (MLOST) records developed by the National Climactic Data Center.
Such differences result from various assumptions regarding unknowns such as changing urbanization and other land use influences that contaminate surfacetemperature recordings.