Abstract: The achievements and new progresses in the estimation properties,algorithms,and applications of total least squares in the recent decade are summarized in this paper.Related algorithms and applications of total least squares for processing surveying data are discussed.Moreover,the prospects for algorithms and application of total least squares in geodetic inversion are discussed.