João P. Leitão

Data‐driven flood emulation: Speeding up urban flood predictions by deep convolutional neural networks

Zifeng Guo, João P. Leitão, Nuno Simões et al. · Journal of Flood Risk Management · 2020 · 196 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +18

Overland flow and pathway analysis for modelling of urban pluvial flooding

Čedo Maksimović, Dušan Prodanović, Surajate Boonya‐aroonnet et al. · Journal of Hydraulic Research · 2009 · 164 citations

Engineering, Geomorphology, Urban Pluvial Flooding +20

Not all SuDS are created equal: Impact of different approaches on combined sewer overflows

Prabhat Joshi, João P. Leitão, Max Maurer et al. · Water Research · 2020 · 132 citations · Full text

Scalable flood level trend monitoring with surveillance cameras using a deep convolutional neural network

Matthew Moy de Vitry, Simon Kramer, Jan Dirk Wegner et al. · Hydrology and earth system sciences · 2019 · 131 citations · Full text

Convolutional Neural Network, Environmental Monitoring, Engineering +20

Sewer asset management – state of the art and research needs

Franz Tscheikner-Gratl, Nicolas Caradot, Frédéric Cherqui et al. · Urban Water Journal · 2019 · 124 citations · Full text

Engineering, Wastewater Collection, Environmental Planning +16