An efficient semi-distributed hillslope erosion model for the subhumid Ethiopian Highlands

Erosion modeling has been generally scaling up from plot scale but not based on landscape topographic position, which is a main variable in saturation excess runoff. In addition, predicting sediment loss in Africa has been hampered by using models developed in western countries and do not perform as...

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Main Authors: S. A. Tilahun, C. D. Guzman, A. D. Zegeye, T. A. Engda, A. S. Collick, A. Rimmer, T. S. Steenhuis
Format: Article
Language:English
Published: Copernicus Publications 2013-03-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/17/1051/2013/hess-17-1051-2013.pdf
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spelling doaj-86c42993491d4793a839dda48bb01b1c2020-11-24T21:40:48ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382013-03-011731051106310.5194/hess-17-1051-2013An efficient semi-distributed hillslope erosion model for the subhumid Ethiopian HighlandsS. A. TilahunC. D. GuzmanA. D. ZegeyeT. A. EngdaA. S. CollickA. RimmerT. S. SteenhuisErosion modeling has been generally scaling up from plot scale but not based on landscape topographic position, which is a main variable in saturation excess runoff. In addition, predicting sediment loss in Africa has been hampered by using models developed in western countries and do not perform as well in the monsoon climate prevailing in most of the continent. The objective of this paper is to develop a simple erosion model that can be used in the Ethiopian Highlands in Africa. We base our sediment prediction on a simple distributed saturated excess hydrology model that predicts surface runoff from severely degraded lands and from bottom lands that become saturated during the rainy season and estimates interflow and baseflow from the remaining portions of the landscape. By developing an equation that relates surface runoff to sediment concentration generated from runoff source areas, assuming that baseflow and interflow are sediment-free, we were able to predict daily sediment concentrations from the Anjeni watershed with a Nash–Sutcliffe efficiency ranging from 0.64 to 0.78 using only two calibrated sediment parameters. Anjeni is a 113 ha watershed in the 17.4 million ha Blue Nile Basin in the Ethiopian Highlands. The discharge of the two watersheds was predicted with Nash–Sutcliffe efficiency values ranging from 0.80 to 0.93. The calibrated values in Anjeni for degraded (14%) and saturated (2%) runoff source area were in agreement with field evidence. The analysis suggests that identifying the runoff source areas and predicting the surface runoff correctly is an important step in predicting the sediment concentration.http://www.hydrol-earth-syst-sci.net/17/1051/2013/hess-17-1051-2013.pdf
collection DOAJ
language English
format Article
sources DOAJ
author S. A. Tilahun
C. D. Guzman
A. D. Zegeye
T. A. Engda
A. S. Collick
A. Rimmer
T. S. Steenhuis
spellingShingle S. A. Tilahun
C. D. Guzman
A. D. Zegeye
T. A. Engda
A. S. Collick
A. Rimmer
T. S. Steenhuis
An efficient semi-distributed hillslope erosion model for the subhumid Ethiopian Highlands
Hydrology and Earth System Sciences
author_facet S. A. Tilahun
C. D. Guzman
A. D. Zegeye
T. A. Engda
A. S. Collick
A. Rimmer
T. S. Steenhuis
author_sort S. A. Tilahun
title An efficient semi-distributed hillslope erosion model for the subhumid Ethiopian Highlands
title_short An efficient semi-distributed hillslope erosion model for the subhumid Ethiopian Highlands
title_full An efficient semi-distributed hillslope erosion model for the subhumid Ethiopian Highlands
title_fullStr An efficient semi-distributed hillslope erosion model for the subhumid Ethiopian Highlands
title_full_unstemmed An efficient semi-distributed hillslope erosion model for the subhumid Ethiopian Highlands
title_sort efficient semi-distributed hillslope erosion model for the subhumid ethiopian highlands
publisher Copernicus Publications
series Hydrology and Earth System Sciences
issn 1027-5606
1607-7938
publishDate 2013-03-01
description Erosion modeling has been generally scaling up from plot scale but not based on landscape topographic position, which is a main variable in saturation excess runoff. In addition, predicting sediment loss in Africa has been hampered by using models developed in western countries and do not perform as well in the monsoon climate prevailing in most of the continent. The objective of this paper is to develop a simple erosion model that can be used in the Ethiopian Highlands in Africa. We base our sediment prediction on a simple distributed saturated excess hydrology model that predicts surface runoff from severely degraded lands and from bottom lands that become saturated during the rainy season and estimates interflow and baseflow from the remaining portions of the landscape. By developing an equation that relates surface runoff to sediment concentration generated from runoff source areas, assuming that baseflow and interflow are sediment-free, we were able to predict daily sediment concentrations from the Anjeni watershed with a Nash–Sutcliffe efficiency ranging from 0.64 to 0.78 using only two calibrated sediment parameters. Anjeni is a 113 ha watershed in the 17.4 million ha Blue Nile Basin in the Ethiopian Highlands. The discharge of the two watersheds was predicted with Nash–Sutcliffe efficiency values ranging from 0.80 to 0.93. The calibrated values in Anjeni for degraded (14%) and saturated (2%) runoff source area were in agreement with field evidence. The analysis suggests that identifying the runoff source areas and predicting the surface runoff correctly is an important step in predicting the sediment concentration.
url http://www.hydrol-earth-syst-sci.net/17/1051/2013/hess-17-1051-2013.pdf
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