The ionosphere serves as a critical medium for radio signal propagation in outer space. A good morphology of the global TEC distribution is very useful both ionospheric studies and their relative applications. In this work, deep learning framework was constructed better spatial estimation TEC. Both DCGAN WGAN-GP were considered, performances evaluated with completion regional using correlation ...