The total electron content (TEC) maps can be used to estimate the signal delay of GPS due ionospheric between a receiver and satellite. This result in positioning error. Thus, it is important monitor TEC maps. observed have big patches missingness ocean scattered small areas on land. In this paper we propose several extensions existing matrix completion algorithms achieve map reconstruction, ac...