W. Alpers and . Brümmer, Atmospheric boundary layer rolls observed by the synthetic aperture radar aboard the ERS-1 satellite, Journal of Geophysical Research: Oceans, vol.99, issue.C6, pp.12613-12621, 1994.

R. A. Brown, Serendipity in the use of satellite scatterometer, SAR, and other sensor data, Johns Hopkins APL Technical Digest (Applied Physics Laboratory), vol.21, issue.1, pp.21-26, 2000.

D. Vandemark, P. D. Mourad, S. A. Bailey, T. L. Crawford, C. A. Vogel et al., Measured changes in ocean surface roughness due to atmospheric boundary layer rolls, Journal of Geophysical Research: Oceans, vol.106, issue.C3, pp.4639-4654, 2001.

X. Li, W. Zheng, X. Yang, A. Jun, W. G. Zhang et al., Coexistence of Atmospheric Gravity Waves and Boundary Layer Rolls Observed by SAR*, Journal of the Atmospheric Sciences, vol.70, issue.11, pp.3448-3459, 2013.

W. Alpers, B. Zhang, A. Mouche, K. Zeng, and P. Chan, Rain footprints on C-band synthetic aperture radar images of the ocean-Revisited, Remote Sensing of Environment, vol.187, pp.169-185, 2016.

G. Cheng, J. Han, and X. Lu, Remote Sensing Image Scene Classification: Benchmark and State of the Art, Proceedings of the IEEE, vol.105, pp.1865-1883, 2017.

L. Zhang, L. Zhang, and B. Du, Deep learning for remote sensing data: A technical tutorial on the state of the art, IEEE Geoscience and Remote Sensing Magazine, vol.4, issue.2, pp.22-40, 2016.

S. Chen, . Wang, Y. Xu, and . Jin, Target Classification Using the Deep Convolutional Networks for SAR Images, IEEE Transactions on Geoscience and Remote Sensing, vol.54, issue.8, pp.4806-4817, 2016.

Y. Lecun, Y. Bengio, and G. Hinton, Deep learning, Nature, vol.521, issue.7553, pp.436-444, 2015.

C. Szegedy, V. Vanhoucke, S. Ioffe, J. Shlens, and Z. Wojna, Rethinking the Inception Architecture for Computer Vision, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.2818-2826, 2015.

L. Van-der-maaten and G. Hinton, Visualizing Data using t-SNE, Journal of Machine Learning Research, vol.620, issue.1, pp.267-84, 2008.

G. Levy, Boundary layer roll statistics from SAR, Geophysical Research Letters, vol.28, issue.10, 2001.

Y. Zhao, X. Li, and J. Sha, Sea surface wind streaks in spaceborne synthetic aperture radar imagery, Journal of Geophysical Research: Oceans, vol.121, issue.9, pp.6731-6741, 2016.