Modeling runoff–sediment response to land use/land cover changes using integrated GIS and SWAT model in the Beressa watershed

Land use/land cover (LU/LC) change has significant influence on runoff and sediment characteristics of any catchment. LU/LC change studies are essential for policy planners to understand the problems and take course of action such as soil and water conservation measures for improvement. The present study is conducted for Beressa watershed using hydrological model integrated with GIS. Input data like LU/LC, weather and soil data features are required to undertake watershed simulation. The model has been calibrated and validated in SWAT-CUP. The data from 1980 to 1999 were used for calibration, while the data from 2000 to 2014 were used for validation. LU/LC analysis showed that agricultural and settlement areas have increased between 1984 and 2015, while barren, grazing land and forest area have decreased. However, the share of forest cover increased in between 1999 and 2015. SWAT model has successfully simulated and calibrated runoff and sediment yield. During calibration periods (1980–1999), the values of R2, NSE, RSR and PBIAS were obtained as 0.72, 0.67, 0.52 and 3.9%, respectively, whereas during the validation periods (2000–2014) the values were 0.68, 0.64, 0.56 and 7.6%, respectively. Runoff and sediment yield has significantly increased. Thus, it is concluded that the change in LU/LC significantly influenced the runoff and sediment yield.

[1]  K. Eckhardt,et al.  Parameter uncertainty and the significance of simulated land use change effects , 2003 .

[2]  M. Rietkerk,et al.  Ecohydrological advances and applications in plant-water relations research: a review , 2011 .

[3]  D. Goodrich,et al.  Scenario Analysis for the San Pedro River, Analyzing Hydrological Consequences of a Future Environment , 2004, Environmental monitoring and assessment.

[4]  John R. Williams,et al.  LARGE AREA HYDROLOGIC MODELING AND ASSESSMENT PART I: MODEL DEVELOPMENT 1 , 1998 .

[5]  H. Ahsan,et al.  IMPACTS OF LANDUSE CHANGES ON RUNOFF GENERATION IN SIMLY WATERSHED , 2015 .

[6]  Derek B. Booth,et al.  Urbanization and the Natural Drainage System -- Impacts, Solutions, and Prognoses , 1991 .

[7]  A. Ye,et al.  LUCC and its impact on run-off yield in the Bai River catchment-upstream of the Miyun Reservoir basin , 2011 .

[8]  J. Arnold,et al.  SWAT2000: current capabilities and research opportunities in applied watershed modelling , 2005 .

[9]  G. Ghaffari,et al.  SWAT‐simulated hydrological impact of land‐use change in the Zanjanrood basin, Northwest Iran , 2010 .

[10]  D. Legates,et al.  Evaluating the use of “goodness‐of‐fit” Measures in hydrologic and hydroclimatic model validation , 1999 .

[11]  Youpeng Xu,et al.  Hydrological Simulation by SWAT Model with Fixed and Varied Parameterization Approaches Under Land Use Change , 2013, Water Resources Management.

[12]  Nicola Fohrer,et al.  Assessment of the effect of land use patterns on hydrologic landscape functions: a comprehensive GIS‐based tool to minimize model uncertainty resulting from spatial aggregation , 2005 .

[13]  Lijing Wang,et al.  Using the SWAT model to assess impacts of land use changes on runoff generation in headwaters , 2014 .

[14]  Yongping Yuan,et al.  Assessing impacts of Landuse and Landcover changes on hydrology for the upper San Pedro watershed , 2011 .

[15]  K. Eckhardt,et al.  Hydrologic Response to land use changes on the catchment scale , 2001 .

[16]  J. Arnold,et al.  VALIDATION OF THE SWAT MODEL ON A LARGE RWER BASIN WITH POINT AND NONPOINT SOURCES 1 , 2001 .

[17]  Helmi Zulhaidi Mohd Shafri,et al.  The effect of development and land use change on rainfall-runoff and runoff-sediment relationships under humid tropical condition: case study of Bernam watershed Malaysia , 2009 .

[18]  J. Nash,et al.  River flow forecasting through conceptual models part I — A discussion of principles☆ , 1970 .

[19]  Peijun Shi,et al.  The effect of land use/cover change on surface runoff in Shenzhen region, China , 2007 .

[20]  J. Arnold,et al.  HYDROLOGICAL MODELING OF THE IROQUOIS RIVER WATERSHED USING HSPF AND SWAT 1 , 2005 .

[21]  D. Khare,et al.  Household level tree planting and its implication for environmental conservation in the Beressa Watershed of Ethiopia , 2017, Environmental Systems Research.

[22]  Haile E. Getachew and Assefa M. Melesse International Journal of Water Sciences , 2012 .

[23]  V. Singh,et al.  Prioritizing Structural Management by Quantifying the Effect of Land Use and Land Cover on Watershed Runoff and Sediment Yield , 2007 .

[24]  Assefa M. Melesse,et al.  SWAT model application and prediction uncertainty analysis in the Lake Tana Basin, Ethiopia , 2009 .

[25]  Dereje Mengistie,et al.  Assessment of the Impact of Small-Scale Irrigation on Household Livelihood Improvement at Gubalafto District, North Wollo, Ethiopia , 2016 .

[26]  A van Griensven,et al.  Methods to quantify and identify the sources of uncertainty for river basin water quality models. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[27]  J. Arnold,et al.  Suitability of SWAT for the Conservation Effects Assessment Project: Comparison on USDA Agricultural Research Service Watersheds , 2007 .

[28]  Thanh Son Ngo,et al.  Effect of land use change on runoff and sediment yield in Da River Basin of Hoa Binh province, Northwest Vietnam , 2015, Journal of Mountain Science.

[29]  D. Khare,et al.  Impact of landuse/land cover change on run-off in the catchment of a hydro power project , 2017, Applied Water Science.

[30]  Abera Assefa Biratu,et al.  Farmers’ perception of soil erosion and participation in soil and water conservation activities in the Gusha Temela watershed, Arsi, Ethiopia , 2016 .

[31]  Abera Assefa Biratu,et al.  Runoff, sediment load and land use/cover change relationship: the case of Maybar sub-watershed, South Wollo, Ethiopia , 2017 .

[32]  Bart Muys,et al.  Evaluation of hydrological model parameter transferability for simulating the impact of land use on catchment hydrology , 2004 .

[33]  Ben-de Wang,et al.  Assessments of Impacts of Climate Change and Human Activities on Runoff with SWAT for the Huifa River Basin, Northeast China , 2012, Water Resources Management.

[34]  Z. Adimassu,et al.  EFFECT OF SOIL BUNDS ON RUNOFF, SOIL AND NUTRIENT LOSSES, AND CROP YIELD IN THE CENTRAL HIGHLANDS OF ETHIOPIA , 2014 .

[35]  Jeffrey G. Arnold,et al.  The Soil and Water Assessment Tool: Historical Development, Applications, and Future Research Directions , 2007 .

[36]  Jeffrey G. Arnold,et al.  APPLICATION OF SWAT FOR THE UPPER NORTH BOSQUE RIVER WATERSHED , 2000 .

[37]  S. Sauvage,et al.  Assessment of hydrology, sediment and particulate organic carbon yield in a large agricultural catchment using the SWAT model , 2011 .

[38]  Qiongfang Li,et al.  Impacts of Danjiangkou reservoir on sediment regime of the Hanjiang River , 2012 .

[39]  D. Khare,et al.  Analyses of land use and land cover change dynamics using GIS and remote sensing during 1984 and 2015 in the Beressa Watershed Northern Central Highland of Ethiopia , 2016, Modeling Earth Systems and Environment.

[40]  G. Bürger,et al.  Effects of climate and land‐use change on storm runoff generation: present knowledge and modelling capabilities , 2002 .

[41]  Nicola Fohrer,et al.  The evaluation of land-use options in mesoscale catchments Prospects and limitations of eco-hydrological models , 2005 .

[42]  Z. Duan,et al.  Integration of remotely sensed C factor into SWAT for modelling sediment yield , 2011 .

[43]  Yongping Yuan,et al.  SWAT model application to assess the impact of intensive corn-farming on runoff, sediments and phosphorous loss from an agricultural watershed in Wisconsin. , 2012 .

[44]  Deepak Khare,et al.  Impact of landuse/land cover change on run-off in a catchment of Narmada river in India , 2015 .

[45]  Soroosh Sorooshian,et al.  Status of Automatic Calibration for Hydrologic Models: Comparison with Multilevel Expert Calibration , 1999 .

[46]  N. Sajikumar,et al.  Impact of land cover and land use change on runoff characteristics. , 2015, Journal of environmental management.

[47]  Fred Worrall,et al.  Sensitivity analysis and identification of the best evapotranspiration and runoff options for hydrological modelling in SWAT-2000 , 2007 .

[48]  Jeffrey G. Arnold,et al.  Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations , 2007 .