Application of stacking hybrid machine learning algorithms in delineating multi-type flooding in Bangladesh

M Rahman, N Chen, A Elbeltagi, MM Islam… - Journal of …, 2021 - Elsevier
Floods are among the most devastating natural hazards in Bangladesh. The country
experiences multi-type floods (ie, fluvial, flash, pluvial, and surge floods) every year …

Response of storm surge and M2 tide to typhoon speeds along coastal Zhejiang Province

W Chen, W Liu, H Liang, M Jiang, Z Dai - Ocean Engineering, 2023 - Elsevier
Storm surges are among the most devastating natural hazards occurring in coastal regions
of Zhejiang Province. A nested tidal model is built to simulate the storm surge generated by …

Estimation of global coastal sea level extremes using neural networks

N Bruneau, J Polton, J Williams… - Environmental Research …, 2020 - iopscience.iop.org
Accurately predicting total sea-level including tides and storm surges is key to protecting and
managing our coastal environment. However, dynamically forecasting sea level extremes is …

“Grey swan” storm surges pose a greater coastal flood hazard than climate change

K Horsburgh, ID Haigh, J Williams, M De Dominicis… - Ocean Dynamics, 2021 - Springer
In this paper, we show that over the next few decades, the natural variability of mid-latitude
storm systems is likely to be a more important driver of coastal extreme sea levels than either …

The impact of ocean‐wave coupling on the upper ocean circulation during storm events

D Bruciaferri, M Tonani, HW Lewis… - Journal of …, 2021 - Wiley Online Library
Many human activities rely on accurate knowledge of the sea surface dynamics. This is
especially true during storm events, when wave‐current interactions might represent a …

Statistical significance of tropical cyclone forward speed on storm surge generation: retrospective analysis of best track and tidal data in Japan

R Islam, H Takagi - Georisk: Assessment and Management of Risk …, 2021 - Taylor & Francis
In this study, 42 years of tidal records and landfall TC best tracks in Japan were used to
demonstrate that TC pre-landfall forward speed is significantly correlated with maximum …

[PDF][PDF] Climate change impacts on coastal flooding relevant to the UK and Ireland

ID Haigh, U Dornbusch, J Brown, C Lyddon… - MCCIP Science …, 2022 - mccip.org.uk
Coastal floods are amongst the most dangerous natural hazards globally. This also applies
to the UK, where flooding is one of the highest priority risks for civil emergencies (Cabinet …

A study on key determinants in enhancing storm surges along the coast: Interplay between tropical cyclone motion and coastal geometry

X Qian, S Hwang, S Son - Journal of Geophysical Research …, 2024 - Wiley Online Library
Generalizing the relationship between cyclonic features and storm surges remains
challenging because previous studies have produced diverse results for different regions …

Assessment of future flood risk induced by sea level rise and tropical cyclones under global warming in the Xiamen Bay, Fujian, China

W Guo, D Yao, Z Chen, P Ding, J Ge - Frontiers in Marine Science, 2023 - frontiersin.org
Tropical cyclone (TC)-induced coastal flooding can lead to severe hazards in low-lying
lands and is expected to be exacerbated by sea level rise and TC climatology changes …

Analysis of storm surge events along the Norwegian coast

T Wolf, S Outten, F Mangini, L Chen… - Frontiers in Earth …, 2023 - frontiersin.org
Observed extreme sea levels are caused by a combination of extreme astronomical tide and
extreme storm surge, or by an extreme value in one of these variables and a moderate value …