Predicting debris flow pathways using volume-based thresholds for effective risk assessment

被引:0
|
作者
A. Rajaneesh [1 ]
V. K. Krishnapriya [1 ]
K. S. Sajinkumar [1 ]
Nikhil Nedumpallile Vasu [2 ]
Cees van Westen [3 ]
Thomas Oommen [4 ]
Ali P. Yunus [5 ]
Vanessa J. Banks [2 ]
A. P. Pradeepkumar [1 ]
机构
[1] University of Kerala,Department of Geology
[2] Environmental Science Centre,British Geological Survey
[3] Nicker Hill,Faculty of Geoinformation Science and Earth Observation (ITC)
[4] Keyworth,Department of Geology and Geological Engineering
[5] University of Twente,undefined
[6] University of Mississippi,undefined
[7] Indian Institute of Science Education and Research,undefined
来源
npj Natural Hazards | / 2卷 / 1期
关键词
D O I
10.1038/s44304-024-00055-2
中图分类号
学科分类号
摘要
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.
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