A conceptual flood model based on cellular automata for probabilistic risk applications. (November 2022)

• Record Type: Journal Article
• Authors: Torres, Marco A.; Chávez-Cifuentes, José F.; Reinoso, Eduardo
• Is Part Of: Environmental modelling & software. Volume 157(2022)
• Publication Date: 2022-11
• Subjects: Conceptual flood model -- Cellular automata -- Flood hazard -- Flood risk; 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.2022.105530
• Languages: English
• ISSNs: 1364-8152

Abstract

Abstract: This paper describes a simplified flood model based on cellular automata in order to be implemented in applications, which require the simulation of a great number of flood scenarios at regional scale. The model is based on a top-down evaluation of the flow process through the cells of the DEM. According to the conditions in a Moore Neighbourhood, the cells are classified in a dynamic process in four possible states with its own rules. To verify the quality of the results, an evaluation is carried out using the benchmarking tests and results shown in Neelz and Pender (2013). Besides, the 2D models HEC-RAS and Iber were used to evaluate quantitatively the efficiency of the model in terms of water depth and flood extent. From this, it is observed that the model produces very acceptable results especially where dynamic effects are less significant. Highlights: The model is faster than hydrodynamic models allowing the execution of a large number of scenarios for risk assessment. It is based on a top-down evaluation of the water flow following the main concepts of CA in a Moore neighbourhood. The transference of volume and the filling of floodplains use closed-form expressions to keep the conservation of mass. It shows acceptable results both in high and low complexity areas, especially where dynamic effects are less significant.