“…There has been a quick uptake of the approach in the remote sensing community and various solutions based on deep learning have been presented recently (e.g. Audebert et al, 2016Audebert et al, , 2017Audebert et al, , 2018Längkvist et al, 2016;Li et al, 2015;Li and Shao, 2014;Volpi and Tuia, 2017;Liu et al, 2018Liu et al, , 2017aPan et al, 2018a,b;Marmanis et al, 2016Marmanis et al, , 2018Wen et al, 2017;Zhao et al, 2017b). A comprehensive review of deep learning applications in the field of remote sensing can be found in ; Ma et al (2019); Gu et al (2019).…”