Hyper-resolution 1D-2D urban flood modelling using LiDAR data and hybrid parallelization. (May 2018)

• Record Type: Journal Article
• Authors: Noh, Seong Jin; Lee, Jun-Hak; Lee, Seungsoo; Kawaike, Kenji; Seo, Dong-Jun
• Is Part Of: Environmental modelling & software. Volume 103(2018)
• Page Start: 131
• Page End: 145
• Publication Date: 2018-05
• Subjects: Coupled 1D-2D modelling -- Hybrid parallelization -- Hyper-resolution -- LiDAR; Environmental monitoring -- Computer programs -- Periodicals; Ecology -- Computer simulation -- Periodicals; Digital computer simulation -- Periodicals; Computer software -- Periodicals; Environmental Monitoring -- Periodicals; Computer Simulation -- Periodicals; Environnement -- Surveillance -- Logiciels -- Périodiques; Écologie -- Simulation, Méthodes de -- Périodiques; Simulation par ordinateur -- Périodiques; Logiciels -- Périodiques; Computer software; Digital computer simulation; Ecology -- Computer simulation; Environmental monitoring -- Computer programs; Periodicals; Electronic journals; 363.70015118
• DOI: 10.1016/j.envsoft.2018.02.008
• Languages: English
• ISSNs: 1364-8152

Abstract

Abstract: Coupled 1D-2D modelling is a widely used approach to predict water movement in complicated surface and subsurface drainage systems in urban or peri-urban areas. In this study, a hybrid parallel code, H12, is developed for 1D-2D coupled urban flood modelling. Hybrid-1D-2D, or H12, enables street-resolving hyper-resolution simulation over a large area by combining Open Multi-Processing (OpenMP) and Message Passing Interface (MPI) parallelization. Variable grid sizing is adopted for detailed geometric representation of urban surfaces as well as efficient computation. To assess the capability of H12, simulation experiments were carried for the Johnson Creek Catchment (∼40 km 2 ) in Arlington, Texas. The LiDAR-derived digital elevation model (DEM) and detailed land cover map at 1-m resolution are used to represent the terrain and urban features in flood modelling. Hybrid parallelization achieves up to a 79-fold reduction in simulation time compared to the serial run and is more efficient than either OpenMP or MPI alone especially in hyper-resolution simulations. Highlights: A hybrid parallel code, Hybrid-1D-2D, or H12, is developed for coupled 1D-2D urban flood modelling. H12 enables street-resolving simulation based on LiDAR-based topography. Variable grid sizing is used for efficient and accurate simulation in areas of interest. Advantages of hybrid parallelization over OpenMP or MPI alone are analyzed.