bkaib/extreme_stormsurges: A Random Forest for Extreme Storm Surge Prediction in the Baltic Sea
- bkaib
Publication date
December 2022
DOIAbstract
Masterthesis on estimating extreme storm surges in the Baltic Sea via Machine Learnin
Masterthesis on estimating extreme storm surges in the Baltic Sea via Machine Learnin
Accurate predictions of storm surge are of importance in many coastal areas. This book focuses on da...
Coastal protection is vital for protecting infrastructure, coastal environments and human lives agai...
Extreme weather events pose significant challenges to power utilities as they require very rapid dec...
This is the first release of our Python tools for statistical extreme value analysis of storm surge ...
A natural hazard is a naturally occurring extreme event that has a negative effect on people and soc...
The North Sea coast is seriously threatened by storm surges. Climate change and its consequences, su...
This is a study of the statistics of the ocean surface. The extreme surface elevation arising from w...
Storm surges are one of the main drivers for extreme flooding at the coastal areas. Such events can ...
This thesis focuses on data-driven modelling using methods of nonlinear dynamics and chaos theory. F...
Semi-enclosed basins are often prone to storm surge events. Indeed, their meteorological exposition,...
This paper explores an alternative method to determine extreme surge levels at the Dutch Coast. For ...
Storm surges are one of the main drivers for extreme flooding at the coastal areas. Such events can ...
This dataset contains the probabilistic reanalysis of storm surge extremes presented in the paper: ...
Understanding the characteristics of storm surges is especially important in the context of ongoing ...
The rise of machine learning (ML) has significantly advanced the field of coastal oceanography. This...
Accurate predictions of storm surge are of importance in many coastal areas. This book focuses on da...
Coastal protection is vital for protecting infrastructure, coastal environments and human lives agai...
Extreme weather events pose significant challenges to power utilities as they require very rapid dec...
This is the first release of our Python tools for statistical extreme value analysis of storm surge ...
A natural hazard is a naturally occurring extreme event that has a negative effect on people and soc...
The North Sea coast is seriously threatened by storm surges. Climate change and its consequences, su...
This is a study of the statistics of the ocean surface. The extreme surface elevation arising from w...
Storm surges are one of the main drivers for extreme flooding at the coastal areas. Such events can ...
This thesis focuses on data-driven modelling using methods of nonlinear dynamics and chaos theory. F...
Semi-enclosed basins are often prone to storm surge events. Indeed, their meteorological exposition,...
This paper explores an alternative method to determine extreme surge levels at the Dutch Coast. For ...
Storm surges are one of the main drivers for extreme flooding at the coastal areas. Such events can ...
This dataset contains the probabilistic reanalysis of storm surge extremes presented in the paper: ...
Understanding the characteristics of storm surges is especially important in the context of ongoing ...
The rise of machine learning (ML) has significantly advanced the field of coastal oceanography. This...
Accurate predictions of storm surge are of importance in many coastal areas. This book focuses on da...
Coastal protection is vital for protecting infrastructure, coastal environments and human lives agai...
Extreme weather events pose significant challenges to power utilities as they require very rapid dec...
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