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In this paper, we estimated the spatial effect of technical innovation and FDI on regional income inequality based on the panel data of 30 provinces in China from 1990 to 2010.By using Matebal and Arcgic software, we carry out a brief description and analysis about the innovation agglomeration and local knowledge spillovers in China and map marking these two effects.