The deformation characteristic of the arch dam can directly reflect its service performance, which be analyzed on basis field. However, restricted by limited number monitoring points and inhomogeneity materials, an accurate measurement field is difficult to estimate using existing common methods, such as spatial interpolation methods finite element method (FEM). With aim ensuring structure safe...