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Resource management and optimization among autonomous spatial databases in a grid environment is always a challenge task. In this paper, we introduce a BDI Agent model for cooperating complex spatial query optimization task in a grid environment. Spatial query agents coordinate with spatial database resource agents using FIPA auction protocol for dynamic spatial query execution. The experiment showed that BDI Agents achieve efficiency on complex spatial query optimization in grid environment.