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In order to control the real value error between the change indication and non change indication of satellite remote sensing data and realize the accurate monitoring of the change behavior of satellite remote sensing data transmission, a satellite remote sensing data change monitoring system based on MPI parallel computing is designed. Establish the matching relationship between A / D conversion circuit and ZigBee network nodes, distribute the satellite remote sensing data to sensor module and coordinator equipment as needed, and complete the hardware design of data acquisition and monitoring terminal. According to the connection form of parallel topology, the basic call of MPI is implemented, and then the principle of data process writing is combined to improve MPI parallel computing. According to the principle of sensor geometric correction, the measurement value of remote sensing data is obtained, and then the expression of kernel function is analyzed to complete the processing of satellite remote sensing data. Using MPI parallel computing to control the hardware execution equipment of data acquisition and monitoring terminal, the design of satellite remote sensing data change monitoring system is completed. The experimental results show that the real value error between the change indication and non change indication of satellite remote sensing data of the designed system is significantly reduced, and can accurately monitor the change behavior of satellite remote sensing data transmission.