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A strategy of distributed load balancing based on hybrid scheduling (LBHS) is proposed in this paper. This method is a hybrid scheduling strategy, which is based on the static allocation, and used dynamic scheduling system with the amply consideration of all the factors in the process of load balancing. This method can improve the utilization of the processor. The method is tested in the land surface disaster and ecology model. The result indicates that the strategy could improve the performance of parallel computing effectively, especially in the case that the size and data of the task is partially mastered beforehand.