Vol.:(0123456789) 1 3
Modeling Earth Systems and Environment
https://doi.org/10.1007/s40808-020-00978-5
ORIGINAL ARTICLE
Assessment of impacts of land use/land cover changes upstream
of a dam in a semi‑arid watershed using QSWAT
Anuradha Tanksali
1,2
· Veena S. Soraganvi
1
Received: 10 May 2020 / Accepted: 19 September 2020
© Springer Nature Switzerland AG 2020
Abstract
The study of hydrodynamic responses of the watershed infuenced by the changes occurring in the climate and pattern of land
use is vital in the management of sustainable water resources. The open-source soil and water assessment tool QSWAT has
been adopted in this study to link the meteorological factors with land-surface hydrology and present a complete response
of an ungauged watershed in the Krishna basin. The main objective of the present work is to assess the adaptability of the
QSWAT model for the selected semi-arid watershed, which has undergone drastic land use/land cover (LULC) changes due
to the construction of a dam. The impact of the LULC changes on the hydrodynamic response of the watershed is analysed.
For automatic calibration and uncertainty analysis, SUFI-2 algorithm is used. Initially, the model adaptability for the water-
shed is assessed by simulating for 32 years, of which 27 years (from 1982 to 2008) are used for calibration and 5 years (from
2008 to 2013) for validation. Further, Landsat satellite images along with 14 LULC classifcations for the year 1998 and
2009, indicating scenarios of pre- and post-construction of the dam, respectively, are used as input to QSWAT to analyse the
infuence of LULC changes on the water balance components. The comparison indicates decrease in the agricultural area,
barren land and urban built-up area. The annual water yield and surface runof of the watershed have been reduced by 28.97%
and 29.91%, respectively. An increment of 6% evapotranspiration loss with a decreasing trend in rainfall is noted which is
alarming. The simulated results indicate that the hydrological responses are infuenced by the LULC changes. The basin
LULC and hydrological components have been afected by the storage reservoir created due to the dam. The QSWAT seems
to be reliable tool as there is a good agreement between the simulated and observed fows. The obtained model performance
indices: the NSE and R
2
calibration values are 0.89 and 0.96, respectively, and the values for validation are 0.79 and 0.83
respectively, hence indicating a strong and predictive capability of the model to the ungauged watersheds with drastic LULC
changes. Apart from establishing sustainable water resources management techniques in the watershed, there is a stressing
need for such analysis before any human intervention into the natural system like construction of dams.
Keywords QSWAT · Water balance · Evapotranspiration · Groundwater recharge · LULC
Introduction
Watershed, a basic hydrological unit, is a complex system
under the infuence of spatial and temporal varying soil char-
acteristics, land use/land cover (LULC) practices and vegeta-
tion. A broad detailing of the watershed hydrological pro-
cesses is the prerequisite for water resource management. In
the case of arid and semi-arid regions with extreme climatic
conditions and varied intermittent precipitation, the need
for understanding the hydrological processes is of utmost
priority for the conservation of water resources and sustain-
able management. The study of the system becomes more
entangled due to data scarcity in ungauged watersheds as is
the case of most of the minor river basins of India.
* Veena S. Soraganvi
veena.snv@gmail.com
Anuradha Tanksali
anutanksali@gmail.com
1
Department of Civil Engineering, Basaveshwar Engineering
College, Bagalkot, Karnataka, India
2
Department of Civil Engineering, BLDEA’s
V.P.Dr.P.G.Halakatti College of Engineering & Technology,
Bijapur, Karnataka, India