Terrain Stability Mapping Using the ArcView SINMAP extension David G Tarboton, Robert T Pack, Craig N Goodwin Acknowledgements The SINMAP software was developed through a collaboration of Terratech Consulting Ltd., Utah State University, and Canadian Forest Products. Funding was provided by Forest Renewal B.C., Canada. Key points An example of the combination of GIS and engineering analysis. Hydrology, Geology, Geomorphology and Geotechnical Engineering. Extendibility of ArcView. Programming to provide integration of modeling into ArcView. Key points continued Synthesis of GIS based digital elevation data with field observations. Interactive calibration to combine fitting to data with engineering judgement. Recognition of parameter uncertainty through probability distributions. Free – In the public domain at http://www.engineering.usu.edu/dtarb Outline The Problem Theory Inputs and Outputs Implementation Demonstration The Problem Norrish Watershed, BC. Norrish Watershed, BC. SINMAP Does: Geographic Information System Based Mapping of Slope Stability with Uncertain Parameters Is based on an objective physical model Can be quantitative or qualitative Is expressed in terms of stability indices Can be combined with geomorphic and statistical analysis Where is it Used Forest and watershed management, forestry and forest engineering. Determine volume of harvestable timber in annual allowable cut calculations. Better plan timber development to minimize occurrence of landslides and resulting impacts. Lardeau Creek, BC Contour Map Slope Map 22.5°- 33° 33°- 45° 0 - 22.5° Specific Catchment Area Map The first SINDEX map The SINMAP Formulation Based on the Infinite Plane Slope Stability model with wetness (pore pressure) obtained from a topographically based steady state hydrology model (e.g. Montgomery and Dietrich, 1994, WRR p1153) Uses Grid DEM data format Spatial distributions rely on shallow subsurface groundwater flow convergence and topographic slope Parameter uncertainty incorporated through ranges of soil and hydrology parameters Limitations Applies only to shallow transitional landsliding controlled by shallow groundwater flow convergence. Not applicable to deep seated instability such as deep earthflows or rotational slumps. Maps potential landslide initiation zones - not runout or hazard areas. Constrained by DEM resolution. Theoretical Basis Infinite Plane Slope Stability Model h D hw Dw = atan S Factor of safety 1. Relative Wetness C cos [1 wr ] tan FS sin where Dw Ra w Min ,1 D T sin 2. Dimensionless Cohesion C (Cr Cs ) /(hs g) Density Ratio r w / s (assumed a constant of 0.5) 1. Relative Wetness Defined Specific catchment area a [m2/m m] (per unit coutour length) Slope angle D q . Dw Assumes lateral depth integrated flux q is proportional to specific catchment area a q = R·a [L2/T] Soil transmission capacity = T·sin where T is the soil transmissivity and is the topographic slope “Relative Wetness” is defined as W = Min{(R·a / T·sin ),1} Specific Catchment Area “a” Upslope catchment area divided by unit contour width AREA 2 3 AREA 1 12 Uses GRID structure Calculated for each grid cell Grid cell size depends on original DEM grid cell size Expressed as the variable “a” with units of m2/m m The D Algorithm Steepest direction downslope Proportion flowing to neighboring grid cell 3 is 2/(1+2) Proportion flowing to neighboring grid cell 4 is 1/(1+2) 3 4 2 1 2 Flow direction. 5 1 6 8 7 Tarboton, D. G., (1997), "A New Method for the Determination of Flow Directions and Contributing Areas in Grid Digital Elevation Models," Water Resources Research, 33(2): 309-319.) (http://www.engineering.usu.edu/cee/faculty/dtarb/dinf.pdf) Specific catchment area a is the upslope area per unit contour length [m2/m m] 2. Dimensionless Cohesion Defined (includes both soil and root effects) h Combined Cohesion Cr+Cs [N/m2] (independent of soil thickness) h Soil weight h s g [N/m2] Dimensionless cohesion is the cohesive restoring force relative to soil weight [C = (Cr+Cs)/(h s g)], illustrated here on a vertical face to remove the effect of the normal and friction forces. Topographic Slope “” Defined SLOPE 2 SLOPE 1 Uses GRID structure Calculated for each grid cell Expressed as the variable with angle units in radians or degrees Example slope map Area-Slope Plot FS > 1 w=1 FS < 1 Stable, Saturated Unstable FS > 1 w<1 Stable, Unsaturated But Soil parameters, C, , T are uncertain and spatially variable. Recharge parameter R is spatially and temporally variable. Assume Uniform Probability Distributions C ~ U(C1, C2) R/T ~ U(x1, x2) tan ~ U(t1, t2) range P C1 C2 Definition of Stability Index SI SI = Prob(FS > 1) If FS > 1 using most conservative end of each parameter range SI = FS A r e a 10 50 10 50 50 Area-Slope plot with uncertainty Most conservative parameter limits Most destabilizing parameter limits R e g i o n 1 . S a t u r a t e d SI = Prob(FS >1) R e g i o n 2 . M i x e d S a t / U n s a t FS < 1 for all possible parameters SI = 0 FS* > 1 SI = FS* *(using most conservative end of each parameter range) R e g i o n 3 . U n s a t u r a t e d 0 .00 .51 .01 .52 S l ope SI derived analytically for each region in Slope vs Contributing Area plot e.g. for region 2 SI 1 x 2 a / sin 1 C C cos (1 r ) t1 cos (1 r ) t1 F2s ( 1 , 2 , , ,1) x 2 a / sin x1a / sin sin sin sin sin 1 x1a / sin C C cos a F3s ( 1 , 2 , (1 x 2 ), x 2 a / sin x1a / sin sin sin sin sin cos a (1 x1 ), t1 , t 2 ;1) sin sin Stability Class Definitions Condition Class Predicted State SI > 1.5 1 Stable slope zone 1.5 > SI > 1.25 2 1.25 > SI > 1.0 3 1.0 > SI > 0.5 4 0.5 > SI > 0.0 5 0.0 > SI 6 Moderately stable zone Quasi-stable slope zone Lower threshold slope zone Upper threshold slope zone Defended slope zone Parameter Range Range cannot model instability Range cannot model instability Range cannot model instability Pessimistic half of range required for instability Optimistic half of range required for stability Range cannot model stability Possible Influence of Factors Not Modeled Significant destabilizing factors are required for instability Moderate destabilizing factors are required for instability Minor destabilizing factors could lead to instability Destabilizing factors are not required for instability Stabilizing factors may be responsible for stability Stabilizing factors are required for stability Summary of SINMAP Inputs Topography (dictated by DEM) a - specific catchment area θ - slope angle Soil Parameters (given as a range) C - dimensionless cohesion tan Φ- tan of soil internal friction angle R/T - soil hydraulic parameter Summary of SINMAP Outputs 1. Specific Catchment Area Map 2. Stability Index Map 3. Soil Wetness Map 4. Calibration Plot 5. Statistical Tables Stability Index Map Soil Wetness Map Calibration Plot SI = minimum safety factors SI indicates lower than average potential instability SI indicates higher than average potential instability SI < 0 indicates instability Possibly Saturated Slope-Area plot interactive calibration Percentage of Average Landslide Density 1000.0% Percentage of Average 900.0% Kilpala Rose Burnt River 800.0% 700.0% 600.0% 500.0% 400.0% 300.0% 200.0% 100.0% 0.0% Stable Moderately Stable QuasiStable Lower Upper Defended Threshold Threshold Stability Class Implementation Exploiting ArcView 3.2 Extendability Customization of the Graphical User Interface • Avenue Script Programming Language • Core computations in C++ DLL for speed and supportability • Access ESRI grid data using grid application programmers interface (GRIDIO) • Result: Tight integration between hydrologic modeling and GIS Conclusions Extended the infinite plane slope stability model with topographically based wetness to account for parameter uncertainty. Successfully mapped potentially unstable terrain. 56% of landslides in 8.5% of area classified as “upper threshold”. Implementation is an interactive ArcView © extension, named SINMAP. Available from http://www.engineering.usu.edu/dtarb/ Are there any questions ? AREA 2 3 AREA 1 12 Demo of the Software