Omar SeleemPotential damage calculation based on BEAM-DatasetThe Bund/Länder- Arbeitsgemeinschaft Wasser (LAWA-AH) has mandated a preliminary assessment beginning with the 3rd cycle of the EU Flood…Feb 14Feb 14
Omar SeleeminHydroinformaticsParallel Simulations and Green Infrastructure Analysis with PySWMMPySWMM, a Python wrapper for the EPA Storm Water Management Model (SWMM), has become a powerful tool for simulating stormwater systems and…Aug 2, 2023Aug 2, 2023
Omar SeleeminHydroinformaticsTowards urban flood susceptibility mapping using machine and deep learning models (part 5)…In the last article, we prepared a dataset to map urban flood susceptibility using convolutional neural networks (CNN) (image-based…Feb 3, 20231Feb 3, 20231
Omar SeleeminHydroinformaticsTowards urban flood susceptibility mapping using machine and deep learning models (part 4)…In this article, we will prepare the data to map urban flood susceptibility mapping using convolutional neural networks (CNN). This article…Feb 3, 2023Feb 3, 2023
Omar SeleeminHydroinformaticsUsing the topographic wetness index (TWI) to identify urban flood-prone areas.This article summarizes the paper “Efficient Hazard Assessment for Pluvial Floods in Urban Environments: A Benchmarking Case Study for the…Jan 11, 2023Jan 11, 2023
Omar SeleeminHydroinformaticsTowards urban flood susceptibility mapping using machine and deep learning models (part 3): Random…In the last article, we prepared a dataset to map urban flood susceptibility using point-based models such as random forest (RF), support…Dec 15, 20222Dec 15, 20222
Omar SeleeminHydroinformaticsTowards urban flood susceptibility mapping using machine and deep learning models (part 2)We introduced urban pluvial flooding and the application of data-driven models to map urban pluvial flooding in the last article. This…Dec 13, 20224Dec 13, 20224
Omar SeleeminHydroinformaticsTowards urban flood susceptibility mapping using machine and deep learning models (part1)In this series of articles, we will show the application of data-driven models in urban pluvial flood mitigation. Urban pluvial flood is…Nov 29, 20221Nov 29, 20221