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Keyword: ANOVA, spatial data, GIS, spatial statistics Abstract. Spatial data contains a lot of spatial information. Geographic Information System (GIS) provides methods to extract information and support decision. The difference of geographic data can be found out by analysis of variance (ANOVA) that is a method of spatial statistics, which is a part of GIS. In this paper, we study how to do ANOVA for spatial data after filtering out the spatial autocorrelation, in order to discover the differences between spatial data. Through the experiment of ANOVA for spatial data of some counties of China, the difference of the total powers of agriculture machine of different regions which has not the same level per capita GDP is significant. This information of difference can be provided to the decision-making department for making decision.

ANOVA for Spatial Data after Filtering out the Spatial Autocorrelation