Browsing by Subject "Real-time forecast"

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Data driven real-time prediction of urban floods with spatial and temporal distribution

Berkhahn, Simon; Neuweiler, Insa (Amsterdam : Elsevier, 2024)

The increase in extreme rainfall events due to climate change, combined with urbanisation, leads to increased risks to urban infrastructure and human life. Physically based urban flood models capable of producing water ...
An ensemble neural network model for real-time prediction of urban floods

Berkhahn, Simon; Fuchs, Lothar; Neuweiler, Insa (Amsterdam : Elsevier, 2019-05)

The real-time forecasting of urban flooding is a challenging task for the following two reasons: (1) urban flooding is often characterized by short lead times, (2) the uncertainty in precipitation forecasting is usually ...

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