Exercise 5. TOPMODEL Simulation DUE DATE: Dec. 2, 2003 (midnight) TOPMODEL is described in section 9.5 as a tool for routing water through a catchment. It allows us to make predictions of the hydrograph based on certain characteristics of the catchment and using measurements of precipitation. TOPMODEL is based on the idea that the land surface topography controls the nature of the surface and subsurface flow paths; the fundamental runoff mechanism embodied in TOPMODEL is saturation-excess overland flow (see section 9.4.2). As discussed in sections 9.5.1 and 9.5.2, the important characteristics of a catchment or hillslope that influence the likelihood of saturation developing at some point are the upslope contributing area and the slope of the land surface at that point. The topographic index is defined as: (9.19) where a is the upslope contributing area per unit contour length and tan is the local slope. The distribution of values of TI throughout the catchment is the primary information required for a TOPMODEL simulation of a hydrograph. TOPMODEL separates stream discharge into subsurface flow and overland flow contributions. Overland flow occurs from saturated areas, while subsurface discharge depends on the topography (the mean of the TI distribution, ), the average catchment saturation deficit ( ), and characteristics of the soil. The soil is assumed to be homogeneous, with a vertical transmissivity profile described by Tmax (the transmissivity at the soil surface), and m (which describes the rate at which transmissivity decreases exponentially with depth): (9.18) Transmissivity is equal to soil thickness multiplied by hydraulic conductivity. A thick, permeable soil will have a much larger transmissivity than a thin, relatively impermeable soil. If the transmissivity decreases rapidly with depth, m will be small; conversely, a large value of m means that the transmissivity decreases slowly with depth. Exercise—TOPMODEL Calculations Several parameters (described above) determine how the calculations in TOPMODEL proceed. The M-file "TOPRUN.M" allows comparison of hydrograph calculations for some combinations of the parameters m and Tmax. The precipitation and stream discharges are for Watershed 36 (WS36) at the Coweeta Hydrology Laboratory in North Carolina as is the topographic index distribution for the base case. 1. Setting CODE to zero results in a computation of a hydrograph for WS36 and a comparison of calculated and observed discharges. 2. Setting CODE to 1 results in a comparison of computed hydrographs for two different TI distributions – that for Watershed 36 and that for a hypothetical watershed with higher TIs (Figure 1). 3. Setting CODE to 2 results in a comparison of computed hydrographs for WS36 using two values of parameter m—the one you set and one half of that value. 4. Setting CODE to 3 results in a comparison of computed hydrographs or WS36 using two values of Tmax—the one you set and one half of that value. Figure 1 Distribution of topographic indices for base case (blue bars) and comparison case (CODE = 1; gray bars). Figure 2 Daily precipitation (top), stream discharge (bottom, black dashed line), and potential evapotranspiration (bottom, red line) for an entire water year. In this exercise, you will set CODE to 0, 1, 2, or 3 and set values for the parameters m and Tmax. Execute the M-file "TOPRUN.M" to calculate the stream discharge and overland flow, based on daily values of precipitation and potential evapotranspiration (Figure 2). The results will be returned as plots of stream discharge and overland flow; observed stream discharge will also be plotted as a dashed black line for comparison if you choose CODE = 0. Note that the data and calculations are for a complete water year; the time axis is days, beginning with the start of the water year (October 1). Hydrograph Simulation Using TOPMODEL Parameter Comparison Code, Tmax (mm2 day1), CODE Tmax Range, 0–3, 50,000–500,000, increment 1 50,000 CODE = 0; Tmax = 50000; MATLAB >>TOPRUN m (mm1), m 100–300, 10 m = 100; Overland Flow and Total Stream Runoff 8 Simulated (WS36) 6 4 2 0 50 100 150 200 250 300 350 150 200 Time, days 250 300 350 20 Simulated (WS36) Observed (WS36) 15 10 5 0 50 100 Questions Begin by executing "TOPRUN" for the base case (set CODE to 0, m = 180 and Tmax = 250,000). How do the simulated and observed stream discharges compare? Does overland flow occur? When is it most likely to occur? What parts of the topographic index distribution (Figure 1) lead to overland flow? Try the WS36 simulation (i.e., CODE = 0) with several different values for m and Tmax. (For example, try the combination m = 120, Tmax = 100,000.) Can you find values that give a simulated hydrograph that is closer to the observations than the base case? Now compare the results for the two different TI distributions (set CODE to 1). Which catchment, WS36 or the hypothetical high-TI catchment, has the greater overland flow? Both calculations are done with the same values of inputs—precipitation and evapotranspiration—and the same soil parameters—m and Tmax. The only difference is the TI distribution. Explain the results you obtained. Examine the effect that parameter m has on the calculations by setting CODE = 2. Can you explain the results on the basis of what m represents in the calculations? Examine the effect that parameter Tmax (Tmax) has on the calculations by setting CODE = 3. Can you explain the results on the basis of what Tmax represents in the calculations?