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Using Random forest and Gradient boosting trees to improve wave forecast at a specific location
The main objective is to present alternative algorithms to neural networks when improving
sea state forecast by numerical models considering main spectral bulk parameters at a …
sea state forecast by numerical models considering main spectral bulk parameters at a …
[HTML][HTML] Assessment of satellite-derived shorelines automatically extracted from Sentinel-2 imagery using SAET
The definition of the shoreline position from satellite imagery is of great interest among
coastal monitoring techniques. Understanding the reality mapped by the resulting shorelines …
coastal monitoring techniques. Understanding the reality mapped by the resulting shorelines …
Field observations and numerical modeling of swash motions at an engineered embayed beach under moderate to energetic conditions
Wave run-up is a key factor for the assessment of coastal flood risk during large swell
events. The behavior of swash motions along embayed beaches is strongly influenced by …
events. The behavior of swash motions along embayed beaches is strongly influenced by …
[HTML][HTML] Analysis of the coastal flooding exposure of embayed beaches at a regional scale using a video monitoring network: Basque Coast (Spain)
A Abalia, I de Santiago, P Liria, R Garnier… - Ocean & Coastal …, 2024 - Elsevier
Coastal zones are highly exposed to storm waves that can affect natural values and damage
coastal facilities and engineering structures to varying degrees. The definition of a regional …
coastal facilities and engineering structures to varying degrees. The definition of a regional …
Spatial distribution of wave energy over complex coastal bathymetries: Development of methodologies for comparing modeled wave fields with satellite observations
A Varing, JF Filipot, M Delpey, G Guitton, F Collard… - Coastal …, 2021 - Elsevier
In this study we show that spectral and phase-resolving wave models, used for coastal
engineering applications, can provide significant differences in the local wave heights and …
engineering applications, can provide significant differences in the local wave heights and …
Coastal flooding event definition based on damages: Case study of Biarritz Grande Plage on the French Basque coast
This paper presents a method to include damage at the initial stage of coastal flooding
events definition and in return periods computation. The methodology is illustrated within a …
events definition and in return periods computation. The methodology is illustrated within a …
[HTML][HTML] Automatic creation of storm impact database based on video monitoring and convolutional neural networks
Data about storm impacts are essential for the disaster risk reduction process, but unlike
data about storm characteristics, they are not routinely collected. In this paper, we …
data about storm characteristics, they are not routinely collected. In this paper, we …
Bayesian networks to predict storm impact using data from both monitoring networks and statistical learning methods
Bayesian networks are probabilistic graphical models that are increasingly used to translate
hydraulic boundary conditions during storm events into onshore hazards. However …
hydraulic boundary conditions during storm events into onshore hazards. However …
Risk map** assessment by means of probabilistic storm scenarios in a partially engineered beach: Anglet, France
I De Santiago, D Morichon, F Arnoux… - Journal of Coastal …, 2018 - meridian.allenpress.com
ABSTRACT de Santiago, I.; Morichon, D.; Arnoux, F.; Delpey, M., and Epelde, I., 2018. Risk
map** assessment by means of probabilistic storm scenarios in a partially engineered …
map** assessment by means of probabilistic storm scenarios in a partially engineered …
Barrier beach modelling as a management tool
B Subbiah Elavazhagan - 2023 - upcommons.upc.edu
Barrier beaches are one of the most dynamic and vulnerable coastal landforms found
between open seas and closed/semi-closed enclosures like bays, marshlands or estuaries …
between open seas and closed/semi-closed enclosures like bays, marshlands or estuaries …