Abstract:In this paper, data missing days statistics software and TEQC data preprocessing software are used to evaluate the observation data quality of 31 BDS reference stations of Shandong Peninsula in 2021. It is showed that the observation data quality of most BDS reference stations is good and meets the requirements of subsequent research. The annual observation data of 23 BDS reference stations are of good quality and can be used for followup research. Instrument failures occurred at four BDS reference stations, HJBH, LJZK, LOKO and SDPL, in GPS Week 2142 and Week 2185, and the data of these two weeks should be discarded in subsequent studies. The annual data quality of RZRS and ZNRS BDS reference stations is poor, so it should not be used in followup research. The data quality of WEIH and SDLA BDS reference stations improved significantly 158 and 160 days after the annual accumulation day, meeting the requirements of subsequent research. BDS reference station should strengthen the dynamic monitoring and inspection of data quality to ensure the stability and reliability of data quality.