ASSESSING THE IMPACTS OF CLIMATE CHANGE ON STREAMFLOW UNDER CMIP6 CLIMATE PROJECTION IN THE UPPER OMO GIBE RIVER BASIN, ETHIOPIA
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Date
2023-03-25
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Hawassa University
Abstract
Climate Change is projected to have an impact on future streamflow in various watersheds.
This study examined the impacts of climate change on streamflow in the Upper Omo River
Basin using a Soil and Water Analysis Tool (SWAT). Projected climate variables
(precipitation and temperature) ensemble of 5 Global Circulation Models (GCMs) were
obtained from the World Climate Research Programme (WCRP), downscaled by the
SDSM4.2 model and applied under the Shared Socioeconomic concentration pathways
(SSP2-4.5) and (SSP5-8.5) scenarios. The downscaled SSPs data cannot be directly used to
the hydrological model (SWAT) to simulate flow so, Distribution Mapping bias correction
method was selected for this study. SWAT was calibrated and validated before it was used
for simulation purpose. The performance measures R2
and NSE for calibration (2000-2013)
and validation (2014-2019) were 0.79 and 0.71 and 0.86 and 0.85 respectively. Mann Kendall (MK) trend testing was used to determine if a change is statistically significant and
to detect trends in temperature and precipitation. According to RCP4.5 and RCP8.5, the
emission scenarios predicted significant increasing temperature, but significant decreasing
precipitation. Streamflow was simulated for two consecutive periods from 2020 to 2045 and
from 2046 to 2071 for both scenarios and compared with the base period from 2000 to 2019
to explore the impact of climate change on Streamflow. The results indicated that the basin
is likely to experience increased temperatures and altered precipitation patterns, whereas
overall annual flow was projected to be significantly decreasing under SSP2-4.5 and SSP5-
8.5 emission scenarios in the mid and near future. These changes are likely to have major
implications for water resources management in the region, particularly for agriculture,
hydropower generation, and ecosystem services. The findings suggest the need for adaptive
measures to address these impacts, including improved water management strategies and
increased investment in climate-resilient infrastructure.
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Keywords
Climate Change, SSP, SWAT, Streamflow
