[HTML][HTML] Machine learning in disaster management: recent developments in methods and applications

V Linardos, M Drakaki, P Tzionas… - Machine Learning and …, 2022 - mdpi.com
Recent years include the world's hottest year, while they have been marked mainly, besides
the COVID-19 pandemic, by climate-related disasters, based on data collected by the …

Flood risk assessments at different spatial scales

H De Moel, B Jongman, H Kreibich, B Merz… - … Adaptation Strategies for …, 2015 - Springer
Managing flood risk, ie both the hazard and the potential consequences, is an important
aspect of adapting to global change and has gained much traction in recent decades. As a …

Unpriced climate risk and the potential consequences of overvaluation in US housing markets

JD Gourevitch, C Kousky, Y Liao, C Nolte… - Nature climate …, 2023 - nature.com
Climate change impacts threaten the stability of the US housing market. In response to
growing concerns that increasing costs of flooding are not fully captured in property values …

Inequitable patterns of US flood risk in the Anthropocene

OEJ Wing, W Lehman, PD Bates, CC Sampson… - Nature Climate …, 2022 - nature.com
Current flood risk map**, relying on historical observations, fails to account for increasing
threat under climate change. Incorporating recent developments in inundation modelling …

Power system resilience: Current practices, challenges, and future directions

N Bhusal, M Abdelmalak, M Kamruzzaman… - Ieee …, 2020 - ieeexplore.ieee.org
The frequency of extreme events (eg, hurricanes, earthquakes, and floods) and man-made
attacks (cyber and physical attacks) has increased dramatically in recent years. These …

Economic damages from Hurricane Sandy attributable to sea level rise caused by anthropogenic climate change

BH Strauss, PM Orton, K Bittermann… - Nature …, 2021 - nature.com
Abstract In 2012, Hurricane Sandy hit the East Coast of the United States, creating
widespread coastal flooding and over 60billioninreportedeconomicdamage.Thepotentialinfluenceofclimatechangeonth …

[HTML][HTML] The impact of flooding on road transport: A depth-disruption function

M Pregnolato, A Ford, SM Wilkinson… - … research part D: transport …, 2017 - Elsevier
Transport networks underpin economic activity by enabling the movement of goods and
people. During extreme weather events transport infrastructure can be directly or indirectly …

New insights into US flood vulnerability revealed from flood insurance big data

OEJ Wing, N Pinter, PD Bates, C Kousky - Nature communications, 2020 - nature.com
Improvements in modelling power and input data have vastly improved the precision of
physical flood models, but translation into economic outputs requires depth–damage …

Global exposure to river and coastal flooding: Long term trends and changes

B Jongman, PJ Ward, JCJH Aerts - Global Environmental Change, 2012 - Elsevier
Flood damage modelling has traditionally been limited to the local, regional or national
scale. Recent flood events, population growth and climate change concerns have increased …

Review article" Assessment of economic flood damage"

B Merz, H Kreibich, R Schwarze… - Natural Hazards and …, 2010 - nhess.copernicus.org
Damage assessments of natural hazards supply crucial information to decision support and
policy development in the fields of natural hazard management and adaptation planning to …