Capacitive sensor is used as sensitive element in water content measuring system. Multi sensor information fusion technique based on artificial neural network is adopted to deal with data. By setting up multi sensor information fusion model, the influence due to temperature variation is compensated to improve the accuracy of the measurement result. Experimental results indicate that the output value after information fusion can be more approach to the experimental data in real field.