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Title: Urban flood modeling using shallow water equations with depth-dependent anisotropic porosity

Journal Article · · Journal of Hydrology
 [1];  [1];  [2];  [1]
  1. Technische Univ. Berlin (Germany). Chair of Water Resources Management and Modeling of Hydrosystems
  2. Univ. of Cambridge (United Kingdom). Dept. of Engineering

The shallow water model with anisotropic porosity conceptually takes into account the unresolved subgrid-scale features, e.g. microtopography or buildings. This enables computationally efficient simulations that can be run on coarser grids, whereas reasonable accuracy is maintained via the introduction of porosity. This article presents a novel numerical model for the depth-averaged equations with anisotropic porosity. The porosity is calculated using the probability mass function of the subgrid-scale features in each cell and updated in each time step. The model is tested in a one-dimensional theoretical benchmark before being evaluated against measurements and high-resolution predictions in three case studies: a dam-break over a triangular bottom sill, a dam-break through an idealized city and a rainfall-runoff event in an idealized urban catchment. The physical processes could be approximated relatively well with the anisotropic porosity shallow water model. The computational resolution influences the porosities calculated at the cell edges and therefore has a large influence on the quality of the solution. The computational time decreased significantly, on average three orders of magnitude, in comparison to the classical high-resolution shallow water model simulation.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1482512
Journal Information:
Journal of Hydrology, Vol. 541, Issue PB; ISSN 0022-1694
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 43 works
Citation information provided by
Web of Science

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Comparison of Shallow Water Solvers: Applications for Dam-Break and Tsunami Cases with Reordering Strategy for Efficient Vectorization on Modern Hardware journal March 2019
Computing flooding of crossroads with obstacles using a 2D numerical model text January 2017
Computing flooding of crossroads with obstacles using a 2D numerical model text January 2017
Dual integral porosity shallow water model for urban flood modelling journal May 2017
Consistency and bicharacteristic analysis of integral porosity shallow water models. Explaining model oversensitivity to mesh design journal September 2017
A critical assessment of flux and source term closures in shallow water models with porosity for urban flood simulations journal November 2017
A PCA spatial pattern based artificial neural network downscaling model for urban flood hazard assessment journal January 2021
Approximating the solution to wave propagation using deep neural networks preprint January 2018