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Updated: Oct 22, 2025

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon
Published on: October 16, 2018
Long-term, process-based, continuous simulations for a small, nested rangeland watershed near Tombstone, AZ (USA):
Han Zhang1, Chris S Renschler1, Mary H Nichols2
1Department of Geography, University at Buffalo, 116 Wilkeson Quadrangle, Buffalo, NY 14261, USA; Landscape-based Environmental System Analysis & Modeling Laboratory (LESAM), University at Buffalo, 142 Wilkeson Quadrangle, Buffalo, NY 14261, USA.
Abstract:
Soil or sediment redistribution prediction along hillslopes and within small watersheds is considered to be a great challenge for the application of watershed erosion models in predicting the impact of soil and water conservation measures as well as for the redistribution of pollution such as radioactive fallout. In this study, long-term soil loss and deposition were estimated for two nested semi-arid watersheds within the Walnut Gulch Experimental Watershed in Southeastern Arizona using the process-based Geo-spatial interface of WEPP (GeoWEPP). While soil parameters were previously parametrized and validated through watershed outlet runoff and sediment yields, the channel parameters were adjusted and validated based on reference values of soil redistribution generated from fallout radionuclide 137Cs samples within the watersheds. Two methods were applied for the soil redistribution analysis by comparing observed and simulated soil loss/deposition rates (a) at single pixels and reference values at the specific location of each 137Cs sample site; and (b) for average values of a 5 m radius around each 137Cs sample site to compensate for measurement and model uncertainties. Surprisingly, soil redistribution predictions improved as topographic data resolution increased from 5 m to 3 m and were best at 1 m without changing key model parameters that were originally derived at the watershed scale.

