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

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.

Authors

Institutions

Publication Details

Journal
Earth Surface Dynamics
Published
2025-08-05
DOI
https://doi.org/10.5194/esurf-13-665-2025
Primary Topic
Landslides and related hazards
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Marco Pilotti, Riccardo Bonomelli, Gabriele Farina
Earth Surface Dynamics
Landslides and related hazards
article

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

Marco Pilotti, Riccardo Bonomelli, Gabriele Farina
article en

Abstract

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.

Earth Surface DynamicsVol. 13(4)
University of Brescia (IT)
Regione Lombardia
Openalex Percentile: Top 73%
Landslides and related hazards
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.