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GIS-based numerical modelling of debris flow motion across three-dimensional terrain

2013· article· en· 20 citations· W2020780225 on OpenAlex· 10.1007/s11629-013-2486-y

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

The three-model screen

all 1,000 screened works →

All three models called this out of scope.

stratum: fund_new · design weight: 1678.90 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high

GIS-coupled numerical model of debris flow; a geohazard modeling contribution.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

This study develops and applies a debris-flow simulation model to a geological case.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

GIS numerical modelling of debris-flow motion; geohazard engineering, not research about research.

Abstract

Abstract The objective of this study is to incorporate a numerical model with GIS to simulate the movement, erosion and deposition of debris flow across the three dimensional complex terrain. In light of the importance of erosion and deposition processes during debris flow movement, no entrainment assumption is unreasonable. The numerical model considering these processes is used for simulating debris flow. Raster grid networks of a digital elevation model in GIS provide a uniform grid system to describe complex topography. As the raster grid can be used as the finite difference mesh, the numerical model is solved numerically using the Leap-frog finite difference method. Finally, the simulation results can be displayed by GIS easily and used to debris flow evaluation. To illustrate this approach, the proposed methodology is applied to the Yohutagawa debris flow that occurred on 20th October 2010, in Amami-Oshima area, Japan. The simulation results that reproduced the movement, erosion and deposition are in good agreement with the field investigation. The effectiveness of the dam in this real-case is also verified by this approach. Comparison with the results were simulated by other models, shows that the present coupled model is more rational and effective.

Stored with the screening record, where it is evidence for the labels above.

The record

Venue
Journal of Mountain Science
Topic
Landslides and related hazards
Field
Environmental Science
Canadian institutions
Funders
Japan Society for the Promotion of ScienceUniversity of British ColumbiaChina Scholarship Council
Keywords
Raster graphicsDebris flowDigital elevation modelGridTerrainDebrisErosionDeposition (geology)Flow (mathematics)Entrainment (biomusicology)GeologyComputer simulationRaster dataComputer scienceGeotechnical engineeringSimulationRemote sensingGeodesyGeomorphologyGeometryComputer graphics (images)GeographyMathematicsSedimentAcousticsCartography
Has abstract in OpenAlex
yes