A novel machine learning algorithm for tracking remotely sensed waves in the surf zone
This paper describes a novel image processing technique that detects wave breaking and
tracks waves in the surf zone using machine learning procedures. Using time-space images …
tracks waves in the surf zone using machine learning procedures. Using time-space images …
Energy dissipation in the inner surf zone: New insights from Li DAR‐based roller geometry measurements
K Martins, CE Blenkinsopp, R Deigaard… - Journal of …, 2018 - Wiley Online Library
The spatial and temporal variation of energy dissipation rates in breaking waves controls the
mean circulation of the surf zone. As this circulation plays an important role in the …
mean circulation of the surf zone. As this circulation plays an important role in the …
Simultaneous mapping of nearshore bathymetry and waves based on physics-informed deep learning
This paper uses physics-informed neural networks (PINNs) to simultaneously determine
nearshore water depths and wave height fields based on remote sensing of the ocean …
nearshore water depths and wave height fields based on remote sensing of the ocean …
Infragravity‐wave modulation of short‐wave celerity in the surf zone
M Tissier, P Bonneton, H Michallet… - Journal of Geophysical …, 2015 - Wiley Online Library
The cross‐shore evolution of individual wave celerity is investigated using two high‐
resolution laboratory experiments on bichromatic waves. Individual waves are tracked …
resolution laboratory experiments on bichromatic waves. Individual waves are tracked …
A new breaking wave height direct estimator from video imagery
Breaker height is a key parameter of nearshore processes and the demand for a continuous
remote estimator is pressing. In this paper we present a standalone remote video-based …
remote estimator is pressing. In this paper we present a standalone remote video-based …
Accuracy of Nearshore Bathymetry Inverted From -Band Radar and Optical Video Data
J Rutten, SM de Jong… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Shore-based remote sensing platforms are increasingly used to frequently (~ daily) obtain
bathymetric information of large (~ km 2) nearshore regions over many years. With recorded …
bathymetric information of large (~ km 2) nearshore regions over many years. With recorded …
Monitoring individual wave characteristics in the inner surf with a 2‐dimensional laser scanner (LiDAR)
This paper presents an investigation into the use of a 2‐dimensional laser scanner (LiDAR)
to obtain measurements of wave processes in the inner surf and swash zones of a microtidal …
to obtain measurements of wave processes in the inner surf and swash zones of a microtidal …
Energy transfers and reflection of infragravity waves at a dissipative beach under storm waves
This study presents unpublished field observations of infragravity waves, collected at the
dissipative beach of Saint‐Trojan (Oléron Island, France) during the storm Kurt (3 February …
dissipative beach of Saint‐Trojan (Oléron Island, France) during the storm Kurt (3 February …
On the use of the Radon Transform in studying nearshore wave dynamics
In the nearshore, describing the complex individual wave dynamics remains a key
challenge. In this paper we test the ability of the Radon Transform to produce estimates of …
challenge. In this paper we test the ability of the Radon Transform to produce estimates of …
Wave runup video motion detection using the Radon Transform
A new method of runup detection from video imagery is introduced and validated at an
energetic dissipative beach. The instantaneous waterline is detected from uprush and …
energetic dissipative beach. The instantaneous waterline is detected from uprush and …