HYDROLOGICAL RESPONSE OF CLIMATE CHANGE ON WEYB RIVER WATERSHEDS: THE CASE OF BALE MOUNTAINOUS AREA, ETHIOPIA
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Date
2019-04-18
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Hawassa University
Abstract
The hydrological regimes and cycles within a certain watershed can be changed by the global
climate variability and change. This change adversely impacts on environmental sustainability,water
resources, agriculture and ecosystems. The current study investigates the hydrological impacts of
climate change in essence, changes in precipitation and temperature over the Weyb river watershed.
It is based on a sample of Coupled Model Inter comparison Project version 5 (CMIP5) downscaled
over the Africa-Coordinated Regional climate Downscaling Experiment (CORDEX) domain by a
Rossby Centre regional atmospheric model version 4 (RCA4) output, under RCP 4.5 and RCP 8.5
scenarios. Variance scaling and linear transformation bias correction methods was used to develop
the simulation output of RCA4 regional climate model with high correlation to the observed data.
ArcSWATmodel was used to generate future water availability in the basin. The bias corrected data
were then used as input to the SWAT model to simulate the corresponding future flow regime in
Weyb river watershed which is calibrated daily at R2
= 0.6,ENS = 0.5, and validated daily at
R2
=0.58,ENS 0.57. The future projections are made for three time periods; 2020 (2010-2039),2050
(2040-2069) and 2080 (2070-2099). Results revealed that future predicted both temperatures, and
precipitation revealed a statistically significant (at 5% significant level) increasing trend in the
forthcoming periods as perceived by MannKendall test.Trend analysis with test using Mann Kendall (MK) and Sen's slope non-parametric test was applied to detect significant trends on the
climate parameters and stream flow for future periods using XLStat software. The level of
statistically significant trend was selected at α = 0.01,α = 0.05andα = 0.1level of significance.
The annual mean daily stream flow revealed an increase, possibly, in the ranges 9.16-23.39%
(RCP8.5), and 3.97-20.30% (RCP4.5). The result revealed that the maximum and minimum
temperatures increase for all the two scenarios in all future time horizons. Rainfall change for all
the two RCPs scenarios were variable. Results also revealed that a decrease of stream flow in all
months on the dry season this might cause water shortage in the lowland region, and greater
increase of stream flow in an intermediate and rainy seasons this might cause flooding to some flood
prone region of the basin. A significant conclusion from the study is that changes in rainfall have
larger effects on stream flow.The use of integrated hydrological modeling in impact assessment and
the inclusion of other factors that cause imbalance in the stream flow should be enhanced in the Weyb
watershed
Description
Keywords
CMIP5, CORDEX, SWAT, Weyb river watershed, Genale-Dawa River Basin, GCM RCM, Bias correction, RCP scenario
