STREAMFLOW RESPONSE TO CLIMATE CHANGE ON TIKUR WUHA SUB WATERSHED, RIFT VALLEY BASIN, ETHIOPIA
No Thumbnail Available
Date
2018-10-23
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Hawassa University
Abstract
Climate changes alter regional hydrologic conditions and results in a variety of impacts on
water resource systems. Such hydrologic changes will affect almost every aspect of human
well-being. Simulation models of watershed hydrology and water quality are extensively used
for water resources planning and management. This study aims to assess the streamflow
response to Climate Change on Tikur Wuha Sub-watershed, Rift Valley Basin of Ethiopia. In
the study the daily hydro-meteorological data values for the baseline period of 1981-2005 were
used. Historical Representative Concentration Pathway (RCP) data along with observed data
of precipitation and temperature were used for extraction and bias correction using CMhyd
tool. After evaluation of bias correction methods using residual plot, and RMSE, MAE and RE,
the downscaled climate data such as, RCP4.5 and RCP8.5 scenarios was used for the future
period assessment. Soil Water Assessment Tool (SWAT) models were used to assess the
streamflow response to Climate Change. Calibration and validation of the model output were
performed by comparing simulated streamflow with corresponding measurements from the
Tikur Wuha outlet for the periods of 1992-2001 for calibration and 2002-2005 for validation
using SWAT-CUP(SUFI-2). The model calibration and validation results shows a good
agreement with the observed flow with the coefficient of determination 0.79 and 0.86, and a
Nash Sutcliffe efficiency was 0.56 and 0.64, respectively. The result of projected temperature
reveals a systematic increase in all future time periods for both RCP 4.5 and RCP 8.5
scenarios, and for all considered period whereas the projected result of precipitation was
inconsistent throughout all future time periods and for both RCP 4.5 and RCP 8.5 scenarios.
The dynamically downscaled daily climate variables (precipitation and temperature) were
used to simulate future projections of streamflow. Streamflow projections for future time
periods showed that mean annual streamflow may increase by 15.43, 23.48, and 25.42% in
2020s, 2050s, and 2080s, respectively, from the baseline period for RCP 4.5 scenario, whereas
for RCP 8.5 scenario, it will be expected to increase by 29.58, 34.20, and 38.72% in 2020s,
2050s, and 2080s, respectively. The model simulations considered only future climate change
scenarios assuming all spatial data constant. Therefore, future study need to consider impact
of land use/cover change on the sub-watershed for future sustainable development plan.
Description
Keywords
Climate Change, Climate Projection, Streamflow, RCPs, CMhyd, SWAT, SWAT-CUP
