Disclosed is cerium oxide powder for a CMP abrasive, which can improve polishing selectivity of a silicon oxide layer to a silicon nitride layer and/or within-wafer non-uniformity (WIWNU) during chemical mechanical polishing in a semiconductor fabricating process. More particularly, the cerium oxide powder is obtained by using cerium carbonate having a hexagonal crystal structure as a precursor. Also, CMP slurry comprising the cerium oxide powder as an abrasive, and a shallow trench isolation method for a semiconductor device using the CMP slurry as polishing slurry are disclosed.