Summary: Experimental and observation data obtained from various sources are used in studying and solving many problems of geophysical hydrodynamics. A method for interpolation of observation data on regular grids is presented in the paper. The method takes into account the transport of data by currents and allows one to improve the accuracy of interpolation of these observation data fields by introducing ‘pseudo observations’.