Simulation of Sediment Yield in a Semi-Arid River Basin under Changing Land Use: An Integrated Approach of Hydrologic Modelling and Principal Component Analysis

Charles Gyamfi, Julius M. Ndambuki and Ramadhan W. Salim
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Charles Gyamfi: Department of Civil Engineering, Tshwane University of Technology, Private Bag X680, Pretoria 0001, South Africa
Julius M. Ndambuki: Department of Civil Engineering, Tshwane University of Technology, Private Bag X680, Pretoria 0001, South Africa
Ramadhan W. Salim: Department of Civil Engineering, Tshwane University of Technology, Private Bag X680, Pretoria 0001, South Africa

Sustainability, 2016, vol. 8, issue 11, 1-17

Abstract: Intensified human activities over the past decades have culminated in the prevalence of dire environmental consequences of sediment yield resulting mainly from land use changes. Understanding the role that land use changes play in the dynamics of sediment yield would greatly enhance decision-making processes related to land use and water resources management. In this study, we investigated the impacts of land use and cover changes on sediment yield dynamics through an integrated approach of hydrologic modelling and principal component analysis (PCA). A three-phase land use scenario (2000, 2007 and 2013) employing the “fix-changing” method was used to simulate the sediment yield of the Olifants Basin. Contributions in the changes in individual land uses to sediment yield were assessed using the component and pattern matrixes of PCA. Our results indicate that sediment yield dynamics in the study area is significantly attributed to the changes in agriculture, urban and forested lands. Changes in agriculture and urban lands were directly proportional to sediment yield dynamics of the Olifants Basin. On the contrary, forested areas had a negative relationship with sediment yield indicating less sediment yield from these areas. The output of this research work provides a simplistic approach of evaluating the impacts of land use changes on sediment yield. The tools and methods used are relevant for policy directions on land and water resources planning and management.

Keywords: land use-land cover change (LULCC); Olifants Basin; principal component analysis; sediment yield; SWAT (search for similar items in EconPapers)
JEL-codes: O13 Q Q0 Q2 Q3 Q5 Q56 (search for similar items in EconPapers)
Date: 2016
References: View complete reference list from CitEc
Citations: View citations in EconPapers (2)

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