Modelling debris flow propagation requires numerical models able to describe the main characteristics of the flow, such as velocity or inundation extent. Due to the complex physics involved, every model is dependent on a set of parameters whose influence on the results is often not evident. In this contribution, we propose simple analytical solutions based on the monophasic shallow water equations (SWEs) for some of the most used rheological models (O’Brien and Julien, Voellmy, Bingham and Bagnold) implemented in monophasic (FLO-2D, RAMMS, HEC-RAS, TELEMAC-2D) and biphasic (TRENT2D) commercial software. These simplified solutions and their asymptotic uniform-flow-like relationship are useful, on the one hand, to speed up the calibration process, limiting the need to perform multiple simulations with unrealistic set of parameters, and, on the other hand, as a benchmark for existing numerical methods. To further guide the calibration, a Sobol’ sensitivity analysis has been performed to highlight which parameters of the considered equations influence the flow velocity the most. Finally, as an example of application, the proposed methodology is validated on a real debris flow event that occurred in Italy.

Use of simple analytical solutions in the calibration of shallow water equation debris flow models

Bonomelli, Riccardo
;
Pilotti, Marco;Farina, Gabriele
2025-01-01

Abstract

Modelling debris flow propagation requires numerical models able to describe the main characteristics of the flow, such as velocity or inundation extent. Due to the complex physics involved, every model is dependent on a set of parameters whose influence on the results is often not evident. In this contribution, we propose simple analytical solutions based on the monophasic shallow water equations (SWEs) for some of the most used rheological models (O’Brien and Julien, Voellmy, Bingham and Bagnold) implemented in monophasic (FLO-2D, RAMMS, HEC-RAS, TELEMAC-2D) and biphasic (TRENT2D) commercial software. These simplified solutions and their asymptotic uniform-flow-like relationship are useful, on the one hand, to speed up the calibration process, limiting the need to perform multiple simulations with unrealistic set of parameters, and, on the other hand, as a benchmark for existing numerical methods. To further guide the calibration, a Sobol’ sensitivity analysis has been performed to highlight which parameters of the considered equations influence the flow velocity the most. Finally, as an example of application, the proposed methodology is validated on a real debris flow event that occurred in Italy.
2025
Attività in conto terzi
PE10_17 Hydrology, water and soil pollution
PE10_5 Geology, tectonics, volcanology
Esperti anonimi
Inglese
Internazionale
STAMPA
13
4
665
681
17
Altre Amm. Pubb. Italiane
   Dynamics of debris flows in Val Camonica valley (Brescia): field monitoring of the Val Rabbia and Blé debris flow catchment”
   Regione Lombardia, Italy and CNR-IRPI
   grant no. D73C24001480001
no
Goal 13: Climate action
3
info:eu-repo/semantics/article
262
Bonomelli, Riccardo; Pilotti, Marco; Farina, Gabriele
1 Contributo su Rivista::1.1 Articolo in rivista
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/637365
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