In the paper is described the integrated measurement system designed for the cooperation with the UAV's control system and also for another research with flying vehicles. The presentation mainly considers the measurement accuracy and the calibration considering temperature effect. On the example of the pressure sensors the calibration of many systems is presented. The results show effectiveness and also time reduction. Presented methodology is better in comparison to traditional solution of this problem.