Predicting debris flow pathways using volume-based thresholds for effective risk assessment
Investigating the preferential flow path of a debris flow is crucial for quantifying the risk and developing mitigation strategies. Here, we examined 66 debris flows from the Western Ghats in India employing Rapid Mass Movement Simulation (RAMMS)::Debris Flow software to understand the kinematics of run-out. Our analysis revealed that the debris flow run-out in the study area follow two main routes: 60 along the existing stream channels (SC) and six following the steepest hill slope (SH). We further simulated these debris flows to identify their drivers, and derived a threshold that distinguishes between SC and SH-type debris flows. Our results indicate that the debris flow volumes greater than 7072 cu. m is SH-type, whereas those with smaller volumes are more likely to follow SC paths. The model’s accuracy was validated against field observations, achieving a success rate of 93% for SH-type flows and 85% for SC.
Authors
- Vanessa Banks (ORCID: https://orcid.org/0000-0001-6335-7080)
- Thomas Oommen (ORCID: https://orcid.org/0000-0002-1024-3474)
- C.J. van Westen (ORCID: https://orcid.org/0000-0002-2992-902X)
- A.P. Pradeepkumar
- A. Rajaneesh (ORCID: https://orcid.org/0000-0003-0732-5046)
- Nikhil Nedumpallile Vasu (ORCID: https://orcid.org/0000-0002-2613-4096)
- Ali P. Yunus
- V. K. Krishnapriya
- K. S. Sajinkumar
Institutions
- British Geological Survey (GB)
- University of Kerala (IN)
- Indian Institute of Science Education and Research Mohali (IN)
- University of Mississippi (US)
- University of Twente (NL)
Publication Details
- Journal
- npj natural hazards.
- Published
- 2025-01-10
- DOI
- https://doi.org/10.1038/s44304-024-00055-2
- Citations
- 11
- Primary Topic
- Landslides and related hazards
- Type
- article
- Field-Weighted Citation Impact
- 26.64
Funders
- American Society for Cell Biology
- Indian Space Research Organisation
- Natural Environment Research Council
- Northwest Fisheries Science Center