Geotechnical deformation monitoring is of great significance for characterizing and understanding the evolution law of geological hazards. In recent years, distributed Sensor-enabled piezoelectric geocable (SPGC) have shown great application potential due to their advantages of wide strain measurement, high sensitivity, and low cost. However, as a distributed monitoring method for the entire lifecycle, SPGC faces significant challenges in terms of durability and data stability. To this end, accelerated aging tests were performed on the SPGC, including acid–base corrosion, ultraviolet radiation, and thermal oxidation, to explore the mechanical and electrical properties of the SPGC. The test results show that the daily static normalized impedance continues to increase with increasing age and tends to be stable after reaching the threshold, showing an exponential function relationship. After aging, the physical and mechanical properties of the SPGC exhibit different degrees of loss, showing a rapid declining trend initially, which gradually becomes slow; the percentage loss is more than 80 %, which satisfies the requirements of more than 50 % of the standard. The impedance–strain curve, normalized impedance threshold, and characteristic point voltage changed the most in the first 14 d. Among these, thermal oxidation and ultraviolet radiation had the greatest influence on the SPGC monitoring performance. Considering the applications of SPGC in different monitoring environments and periods, a normalized impedance compensation model (initial 6 % strain) is proposed in this study considering the engineering geological environment and time. The maximum average error was 9.28 %. The research findings confirm the feasibility of applying SPGC for monitoring geotechnical deformations throughout the entire lifecycle of engineering projects. It highlights the importance of effective data calibration and processing during the monitoring process to improve both the accuracy of the measurements and the reliability of the results.