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…3 min read·Feb 14, 2024----
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…4 min read·Aug 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…6 min read·Feb 3, 2023----
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…4 min read·Feb 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…3 min read·Jan 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…6 min read·Dec 15, 2022--2--2
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…4 min read·Dec 13, 2022--4--4
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…2 min read·Nov 29, 2022--1--1