TY - JOUR
T1 - Modelling of debris-flow susceptibility and propagation
T2 - a case study from Northwest Himalaya
AU - Daud, Hamza
AU - Tanoli, Javed Iqbal
AU - Asif, Sardar Muhammad
AU - Qasim, Muhammad
AU - Ali, Muhammad
AU - Khan, Junaid
AU - Bhatti, Zahid Imran
AU - Jadoon, Ishtiaq Ahmad Khan
N1 - Publisher Copyright:
© 2024, Science Press, Institute of Mountain Hazards and Environment, CAS and Springer-Verlag GmbH Germany, part of Springer Nature.
PY - 2024/1/1
Y1 - 2024/1/1
N2 - The geological and geographical position of the Northwest Himalayas makes it a vulnerable area for mass movements particularly landslides and debris flows. Mass movements have had a substantial impact on the study area which is extending along Karakorum Highway (KKH) from Besham to Chilas. Intense seismicity, deep gorges, steep terrain and extreme climatic events trigger multiple mountain hazards along the KKH, among which debris flow is recognized as the most destructive geohazard. This study aims to prepare a field-based debris flow inventory map at a regional scale along a 200 km stretch from Besham to Chilas. A total of 117 debris flows were identified in the field, and subsequently, a point-based debris-flow inventory and catchment delineation were performed through ArcGIS analysis. Regional scale debris flow susceptibility and propagation maps were prepared using Weighted Overlay Method (WOM) and Flow-R technique sequentially. Predisposing factors include slope, slope aspect, elevation, Topographic Roughness Index (TRI), Topographic Wetness Index (TWI), stream buffer, distance to faults, lithology rainfall, curvature, and collapsed material layer. The dataset was randomly divided into training data (75%) and validation data (25%). Results were validated through the Receiver Operator Characteristics (ROC) curve. Results show that Area Under the Curve (AUC) using WOM model is 79.2%. Flow-R propagation of debris flow shows that the 13.15%, 22.94%, and 63.91% areas are very high, high, and low susceptible to debris flow respectively. The propagation predicated by Flow-R validates the naturally occurring debris flow propagation as observed in the field surveys. The output of this research will provide valuable input to the decision makers for the site selection, designing of the prevention system, and for the protection of current infrastructure.
AB - The geological and geographical position of the Northwest Himalayas makes it a vulnerable area for mass movements particularly landslides and debris flows. Mass movements have had a substantial impact on the study area which is extending along Karakorum Highway (KKH) from Besham to Chilas. Intense seismicity, deep gorges, steep terrain and extreme climatic events trigger multiple mountain hazards along the KKH, among which debris flow is recognized as the most destructive geohazard. This study aims to prepare a field-based debris flow inventory map at a regional scale along a 200 km stretch from Besham to Chilas. A total of 117 debris flows were identified in the field, and subsequently, a point-based debris-flow inventory and catchment delineation were performed through ArcGIS analysis. Regional scale debris flow susceptibility and propagation maps were prepared using Weighted Overlay Method (WOM) and Flow-R technique sequentially. Predisposing factors include slope, slope aspect, elevation, Topographic Roughness Index (TRI), Topographic Wetness Index (TWI), stream buffer, distance to faults, lithology rainfall, curvature, and collapsed material layer. The dataset was randomly divided into training data (75%) and validation data (25%). Results were validated through the Receiver Operator Characteristics (ROC) curve. Results show that Area Under the Curve (AUC) using WOM model is 79.2%. Flow-R propagation of debris flow shows that the 13.15%, 22.94%, and 63.91% areas are very high, high, and low susceptible to debris flow respectively. The propagation predicated by Flow-R validates the naturally occurring debris flow propagation as observed in the field surveys. The output of this research will provide valuable input to the decision makers for the site selection, designing of the prevention system, and for the protection of current infrastructure.
KW - Debris flow
KW - Debris-flow inventory
KW - Flow-R Propagation
KW - North Pakistan
KW - Susceptibility mapping
KW - Weighted Overlay Method
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U2 - 10.1007/s11629-023-7966-0
DO - 10.1007/s11629-023-7966-0
M3 - Article
AN - SCOPUS:85183417058
SN - 1672-6316
VL - 21
SP - 200
EP - 217
JO - Journal of Mountain Science
JF - Journal of Mountain Science
IS - 1
ER -