dc.description.abstract |
Land use/land cover change has been responsible for altering the hydrologic response of
watersheds leading to impact stream flows. The various water resources project planning and
implementation need the knowledge of factors influencing watershed hydrology. Therefore,
this study analyzed the land use/land cover change from 1987 to 2017, and the effect these
changes have had on the hydrology of the Hangar watershed, which is the tributary of the
Didessa River Basin, Ethiopia. The study was accomplished through integrating ERDAS
imagine (2015) software and the SWAT model. The land use/land cover data (Landsat-5 TM,
Landsat-7 ETM+ and Landsat-8 OLI_TIRS, for the year 1987, 2001 and 2017 respectively)
acquired from the website of USGS. The ERDAS imagine (2015) software used to generate the
land use/land cover maps through the Maximum Likelihood Algorithm of Supervised
Classification. The results indicated that, cultivated land and built-up area expanded (by
23.7%, 6%, and 28.2%) and (by 22.2%, 19.3%, and 37.2%) for LULC of 1987-2001, 2001-
2017 and 1987-2017 respectively. Whereas, there was a decrease in forest (by 20.4%, 15.1%
and 32%), rangeland (by 28.1%, 12.6% and 37%), grassland (by 64.9%, 6.1% and 67%) and
water body (by 1.9%, 53.8% and 55%) for LULC of 1987-2001, 2001-2017 and 1987-2017
respectively. In addition to the land use/land cover data, the input data used for the SWAT
model simulation were the DEM data, soil data, and climatic data. Parameters sensitivity
analysis, calibration and validation of the SWAT model carried out by the SWAT-CUP through
SUFI-2 program. Sensitivity analysis has indicated that the curve number is the most sensitive
parameter that could affect the hydrology of the watershed. The model calibrated and
validated using measured streamflow data of 13 years (1990-2002) and 9 years (2003-2011)
respectively. The SWAT model performs well for both calibration (R2 = 0.87, NSE = 0.82 and
PBIAS = +1.4) and validation (R2 = 0.89, NSE = 0.88 and PBIAS = +1.2). The result after
simulation indicated that the annual total water yield of the watershed decreased which is
790.26mm for LULC of 1987, 777.38mm for 2001and 766.08mm for 2017. The annual
simulated stream flow through the study period is increased for wet (by 3%, 4% and 7%) and
short rainy season (by 2, 5% and 7%) whereas, decreased for dry season (by 2%, 1% and 2%)
for LULCC of 1987-2001, 2001-2017 and 1987-2017 respectively. Unless the proper
watershed resources management implemented, the increase in runoff has implication for
increasing soil erosion and sedimentation. The increase of wet season flow may result flooding,
and the reduction of dry season flow may affect water scheme practice. Therefore, curving the
changes of LULC towards increasing vegetation cover is very necessary in order to reduce
surface runoff that contribute to wet season flow and increase infiltration that supply
groundwater from which dry season/baseflow is contributed. |
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