Deep learning InSAR: atmospheric noise removal and small deformation signal extraction from InSAR time series using a convolutional autoencoder

Bertrand Rouet-Leduc, Los Alamos National Laboratory, Los Alamos, NM, United States, Manon Dalaison, Ecole Normale Supérieure Paris, Paris, France, Paul A Johnson, Los Alamos National Laboratory, Earth and Environmental Sciences: Geophysics (EES-17), Los Alamos, NM, United States and Romain Jolivet, Ecole Normale Supérieure Paris, Département de Géosciences, Paris, France