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Recently, the requirement for storing the locations of continuously moving objects arises in many applications. The paper extends our previous work on zoning based index updating policy [1]. In the paper, we give the data format of object movement under the policy. Then, we propose the SEB-tree (Start/End time stamp B-tree). This index structure has fast insertion and query algorithm, and it outperforms the existing structures in the experimental evaluations.