Hydroclimatic extremes such as intense rainfall, floods, droughts, heatwaves, and wind or
storms have devastating effects each year. One of the key challenges for society is …

The prevalence of flooding events and the associated risk in the urban areas is an
increasingly important issue of global significance, although it is more critical for the …

Urbanization increases regional impervious surface area, which generally reduces
hydrologic response time and therefore increases flood risk. The objective of this work is to …

Category 4 landfalling hurricane Harvey poured more than a metre of rainfall across the
heavily populated Houston area, leading to unprecedented flooding and damage. Although …

Abstract Study region United Kingdom (UK). Study focus Climate change and urbanization
pose significant threats for flooding and water quality in urban areas. This paper reviews the …

Long short-term memory (LSTM) models are recurrent neural networks from the field of deep
learning (DL) which have shown promise for time series modelling, especially in conditions …

In the current human-modified world, or Anthropocene, the state of water stores and fluxes
has become dependent on human as well as natural processes. Water deficits (or droughts) …

Statistical and physically-based methods have been used for designing and assessing
water infrastructure such as spillways and stormwater drainage systems. Traditional …

Abstract Concepts like the 100‐year flood event can be misleading if they are not updated to
reflect significant changes over time. Here, we model observed annual maximum daily …

As flood impacts are increasing in large parts of the world, understanding the primary drivers
of changes in risk is essential for effective adaptation. To gain more knowledge on the basis …