Offshore oil slick detection: From photo-interpreter to explainable multi-modal deep learning models using SAR images and contextual data

E Amri, P Dardouillet, A Benoit, H Courteille, P Bolon… - Remote Sensing, 2022 - mdpi.com
Ocean surface monitoring, emphasizing oil slick detection, has become essential due to its
importance for oil exploration and ecosystem risk prevention. Automation is now mandatory …

Estimating the pycnocline depth from the SAR signature of internal waves in the Alboran Sea

M Dessert, M Honnorat, JM Le Caillec… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
In the Alboran Sea, west of the Straits of Gibraltar, the pycnocline depth has been assessed
from the signature of a large amplitude internal wave (LAIW) captured by a synthetic …

[HTML][HTML] Use of Sentinel-1 C-band SAR images for convective system surface wind pattern detection

TV La, C Messager, M Honnorat, R Sahl… - Journal of Applied …, 2020 - journals.ametsoc.org
Use of Sentinel-1 C-Band SAR Images for Convective System Surface Wind Pattern
Detection in: Journal of Applied Meteorology and Climatology Volume 59 Issue 8 (2020) …

Evaluating synthetic aperture radar surface winds for convective squalls in the Gulf of Mexico

TV La, C Messager - Quarterly Journal of the Royal …, 2024 - Wiley Online Library
The detection and quantification of strong sea surface winds, reaching up to 25 m· s− 1,
whether associated with deep convection aloft or not, have been extensively discussed in …

Atmospheric fronts detection and cold/warm type determination based on wind field retrieval from SAR imagery

X Wei, J Chong, Y Zhao, W Zhao… - International Journal of …, 2024 - Taylor & Francis
Atmospheric fronts are one of the important atmospheric phenomena in the marine
atmospheric boundary layer. Currently, the detection of atmospheric fronts relies on low …

Convective system dynamics viewed in 3D over the oceans

TV La, C Messager - Geophysical Research Letters, 2021 - Wiley Online Library
Previous studies indicated a relationship between deep convection and sea surface wind
patterns; however, it remains difficult to remotely observe a deep Convective System (CS) …

Convective system observations by LEO and GEO satellites in combination

TV La, C Messager - IEEE Journal of Selected Topics in …, 2021 - ieeexplore.ieee.org
The combination of low earth orbit (LEO) and GEO stationary (GEO) satellites brings
significant advantages to observe, monitor, and understand convective systems and the …

Different Observations of Sea Surface Wind Pattern Under Deep Convection by Sentinel-1 SARs, Scatterometers, and Radiometers in Collocation

TV La, C Messager - IEEE Journal of Selected Topics in …, 2022 - ieeexplore.ieee.org
Strong ocean surface mean and gust winds associated with deep convection can cause
significant damages. It is hard to estimate surface convective wind gusts since they may …

Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information

E Amri, H Courteille, A Benoit, P Bolon… - Remote Sensing of …, 2021 - spiedigitallibrary.org
Ocean surface monitoring, especially oil slick detection, has become mandatory due to its
importance for oil exploration and risk prevention on ecosystems. For years, the detection …

Machine Learning Combination of LEO and GEO Satellites for Design and Monitoring of Ocean Wind Energy

C Messager, TV La, S Remi - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Based on the combination of low altitude and geostationary satellite sensor large database,
the use of machine learning algorithm now let to produces some kind of virtual ocean …