Prediction of land use changes based on Land Change Modeler and attribution of changes in the water balance of Ganga basin to land use change using the SWAT model

Adhikari, 2012, Simulating forest cover changes of Bannerghatta national park based on a CA-Markov model: a remote sensing approach, Remote Sens., 4, 3215, 10.3390/rs4103215 Ahn, 2014, Quantifying the relative impact of climate and human activities on streamflow, J. Hydrol., 515, 257, 10.1016/j.jhydrol.2014.04.062 Akhtar, 2008, The impact of climate change on the water resources of Hindukush–Karakorum–Himalaya region under different glacier coverage scenarios, J. Hydrol., 355, 148, 10.1016/j.jhydrol.2008.03.015 Anand, 2018, Optimisation of multipurpose reservoir operation by coupling soil and water assessment tool (SWAT) and genetic algorithm for optimal operating policy (case study: Ganga River Basin), Sustainability, 10.3390/su10051660 Anand, 2018, Regional scale hydrologic modeling for prediction of water balance, analysis of trends in streamflow and variations in streamflow: the case study of the Ganga River basin, J. Hydrol. Reg. Stud., 16, 32, 10.1016/j.ejrh.2018.02.007 Arnold, 1998, Large area hydrologic modeling and assesment part I: model development, J. Am. Water Resour. Assoc., 34, 73, 10.1111/j.1752-1688.1998.tb05961.x Arnold, 2013 Baker, 2013, Using the Soil and Water Assessment Tool (SWAT) to assess land use impact on water resources in an East African watershed, J. Hydrol., 486, 100, 10.1016/j.jhydrol.2013.01.041 Barik, 2016, Water food energy nexus: changing scenarios in India during recent decades, Hydrol. Earth Syst. Sci. Discuss., 1, 10.5194/hess-2016-647 Bonell, 2010, The impact of forest use and reforestation on soil hydraulic conductivity in the Western Ghats of India: implications for surface and sub-surface hydrology, J. Hydrol., 391, 47, 10.1016/j.jhydrol.2010.07.004 Bosch, 1982, A review of catchment experiments to determine the effect of vegetation changes on water yield and evapotranspiration, J. Hydrol., 55, 3, 10.1016/0022-1694(82)90117-2 Bradshaw, 2007, Global evidence that deforestation amplifies flood risk and severity in the developing world, Glob. Chang. Biol., 13, 2379, 10.1111/j.1365-2486.2007.01446.x Brown, 2005, A review of paired catchment studies for determining changes in water yield resulting from alterations in vegetation, J. Hydrol., 310, 28, 10.1016/j.jhydrol.2004.12.010 Bruijnzeel, 2004, Hydrological functions of tropical forests: not seeing the soil for the trees?, Agric. Ecosyst. Environ., 104, 185, 10.1016/j.agee.2004.01.015 Chawla, 2015, Isolating the impacts of land use and climate change on streamflow, Hydrol. Earth Syst. Sci., 19, 3633, 10.5194/hess-19-3633-2015 Cornelissen, 2013, A comparison of hydrological models for assessing the impact of land use and climate change on discharge in a tropical catchment, J. Hydrol., 498, 221, 10.1016/j.jhydrol.2013.06.016 Costa, 2003, Effects of large-scale changes in land cover on the discharge of the Tocantins River, Southeastern Amazonia, J. Hydrol., 283, 206, 10.1016/S0022-1694(03)00267-1 Cuo, 2013, The impacts of climate change and land cover/use transition on the hydrology in the upper Yellow River Basin, China, J. Hydrol., 502, 37, 10.1016/j.jhydrol.2013.08.003 DeFries, 2010, Urbanization, the energy ladder and forest transitions in India's emerging economy, Land Use Policy, 27, 130e138, 10.1016/j.landusepol.2009.07.003 Dey, 2017, Separating the impacts of climate change and human activities on streamflow: a review of methodologies and critical assumptions, J. Hydrol., 548, 278, 10.1016/j.jhydrol.2017.03.014 Du, 2013, Hydrological simulation by SWAT model with fixed and varied parameterization approaches under land use change, Water Resour. Manag., 27, 2823, 10.1007/s11269-013-0317-0 Eastman, 2009 Eastman, 2016 Fletcher, 2013, Understanding, management and modelling of urban hydrology and its consequences for receiving waters: a state of the art, Adv. Water Resour., 51, 261, 10.1016/j.advwatres.2012.09.001 Fohrer, 2001, Hydrologic response to land use changes on the catchment scale, Pergamon Phys. Chem. Earth B, 26, 577, 10.1016/S1464-1909(01)00052-1 Fohrer, 2005, Assessment of the effects of land use patterns on hydrologic landscape functions: development of sustainable land use concepts for low mountain range areas, Hydrol. Process., 19, 659, 10.1002/hyp.5623 Fontaine, 2002, Development of a snowfall–snowmelt routine for mountainous terrain for the soil water assessment tool (SWAT), J. Hydrol., 262, 209, 10.1016/S0022-1694(02)00029-X Gashaw, 2018, Modeling the hydrological impacts of land use/land cover changes in the Andassa watershed, Blue Nile Basin, Ethiopia, Sci. Total Environ., 619–620, 1394, 10.1016/j.scitotenv.2017.11.191 Gassman, 2007, The soil and water assessment tool: historical development, applications, and future research directions, Trans. ASABE, 50, 1211, 10.13031/2013.23637 Getachew, 2012, The impact of land use change on the hydrology of the Angereb watershed, Ethiopia, Int. J. Water Sci., 1 Gumindoga, 2014, Hydrological impacts of urbanization of two catchments in Harare, Zimbabwe, Remote Sens., 6, 12544, 10.3390/rs61212544 Guo, 2008, Annual and seasonal streamflow responses to climate and land-cover changes in the Poyang Lake basin, China, J. Hydrol., 355, 106, 10.1016/j.jhydrol.2008.03.020 Hand, 2005, Simple cellular automata on a spreadsheet, Comput. High. Educ. Econ. Rev., 17 Huisman, 2009, Assessing the impact of land use change on hydrology by ensemble modeling (LUCHEM) III: scenario analysis, Adv. Water Resour., 32, 159, 10.1016/j.advwatres.2008.06.009 Hundecha, 2004, Modeling of the effect of land use changes on the runoff generation of a river basin through parameter regionalization of a watershed model, J. Hydrol., 292, 281, 10.1016/j.jhydrol.2004.01.002 Im, 2009, Assessing the impacts of land use changes on watershed hydrology using MIKE SHE, Environ. Geol., 57, 231, 10.1007/s00254-008-1303-3 Khoi, 2010, Forecasting areas vulnerable to forest conversion in the tam Dao National Park region, Vietnam, Remote Sens., 2, 1249, 10.3390/rs2051249 Kindu, 2018, Scenario modelling of land use/land cover changes in Munessa-Shashemene landscape of the Ethiopian highlands, Sci. Total Environ., 622–623, 534, 10.1016/j.scitotenv.2017.11.338 Krause, 2008, Assessing the impact of changes in landuse and management practices on the diffuse pollution and retention of nitrate in a riparian floodplain, Sci. Total Environ., 389, 149, 10.1016/j.scitotenv.2007.08.057 Lambin, 2003, Dynamics of land-use and land-cover change in tropical regions, Annu. Rev. Env. Resour., 28, 205e241, 10.1146/annurev.energy.28.050302.105459 Li, 2009, Impacts of land use change and climate variability on hydrology in an agricultural catchment on the Loess Plateau of China, J. Hydrol., 377, 35, 10.1016/j.jhydrol.2009.08.007 Li, 2016, Quantifying the effects of land surface change on annual runoff considering precipitation variability by SWAT, Water Resour. Manag., 30, 1071, 10.1007/s11269-015-1211-8 Lin, 2008, The impact of large-scale forest harvesting on hydrology in the Willow watershed of Central British Columbia, J. Hydrol., 359, 141, 10.1016/j.jhydrol.2008.06.023 Lørup, 1998, Assessing the effect of land use change on catchment runoff by combined use of statistical tests and hydrological modelling: case studies from Zimbabwe, J. Hydrol., 205, 147, 10.1016/S0168-1176(97)00311-9 Mango, 2011, Land use and climate change impacts on the hydrology of the upper Mara River Basin, Kenya: results of a modeling study to support better resource management, Hydrol. Earth Syst. Sci., 15, 2245, 10.5194/hess-15-2245-2011 Marhaento, 2017, Attribution of changes in the water balance of a tropical catchment to land use change using the SWAT model, Hydrol. Process., 31, 2029, 10.1002/hyp.11167 Mas, 2014, Environmental modelling & software inductive pattern-based land use/cover change models: a comparison of four software packages, Environ. Model. Softw., 51, 94, 10.1016/j.envsoft.2013.09.010 Matheussen, 2000, Effects of land cover change on streamflow in the interior Columbia River Basin (USA and Canada), Hydrol. Process., 14, 867, 10.1002/(SICI)1099-1085(20000415)14:5<867::AID-HYP975>3.0.CO;2-5 Miller, 2017, The impacts of urbanisation and climate change on urban flooding and urban water quality: a review of the evidence concerning the United Kingdom, J. Hydrol. Reg. Stud., 12, 345, 10.1016/j.ejrh.2017.06.006 Miller, 2014, Assessing the impact of urbanization on storm runoff in a peri-urban catchment using historical change in impervious cover, J. Hydrol., 515, 59, 10.1016/j.jhydrol.2014.04.011 Mueller, 2009, Modelling the effects of land-use change on runoff and sediment yield for a meso-scale catchment in the Southern Pyrenees, Catena, 79, 288, 10.1016/j.catena.2009.06.007 Neitsch, 2002, Soil and water assessment tool user's manual Nie, 2011, Assessing impacts of landuse and landcover changes on hydrology for the upper San Pedro watershed, J. Hydrol., 407, 105, 10.1016/j.jhydrol.2011.07.012 Niehoff, 2002, Land-use impacts on storm-runoff generation: scenarios of land-use change and simulation of hydrological response in a meso-scale catchment in SW-Germany, J. Hydrol., 267, 80, 10.1016/S0022-1694(02)00142-7 Olivera, 2007, Urbanization and its effect on runoff in the White Oak Bayou watershed, Texas, J. Am. Water Resour. Assoc., 43, 170, 10.1111/j.1752-1688.2007.00014.x Ott, 2004, Quantifying the impact of land-use changes at the event and seasonal time scale using a process-oriented catchment model, Hydrol. Earth Syst. Sci., 8, 62, 10.5194/hess-8-62-2004 Patidar, 2012, How significantly do land use and land cover (LULC) changes influence the water balance of a river basin? A study in Ganga River Basin, India, J. Radioanal. Nucl. Chem., 868 Pinkayan, 1966 Pontius, 2000, Quantification error versus location error in comparison of categorical maps, Photogramm. Eng. Remote. Sens., 66, 1011 Pontius, 2004, Useful techniques of validation for spatially explicit land-change models, Ecol. Model., 179, 445, 10.1016/j.ecolmodel.2004.05.010 Rahman, 2013, Streamflow modeling in a highly managed mountainous Glacier Watershed Using SWAT: the upper Rhone River watershed case in Switzerland, Water Resour. Manag., 27, 323, 10.1007/s11269-012-0188-9 Rajeevan, 2006, High resolution daily gridded rainfall data for the Indian region: analysis of break and active monsoon spells, Curr. Sci., 91, 296 Remondi, 2016, Exploring the hydrological impact of increasing urbanisation on a tropical river catchment of the metropolitan Jakarta, Indonesia, Sustain. Cities Soc., 20, 210, 10.1016/j.scs.2015.10.001 Renner, 2014, Separating the effects of changes in land cover and climate: a hydro-meteorological analysis of the past 60 yr in Saxony, Germany, Hydrol. Earth Syst. Sci., 18, 389, 10.5194/hess-18-389-2014 Rientjes, 2011, Changes in land cover, rainfall and stream flow in Upper Gilgel Abbay catchment, Blue Nile Basin - Ethiopia, Hydrol. Earth Syst. Sci., 15, 1979, 10.5194/hess-15-1979-2011 Rodriguez Suarez, 2014, Assessing the influence of afforestation with Eucalyptus globulus on hydrological response from a small catchment in northwestern Spain using the HBV hydrological model, Hydrol. Process., 28, 5561, 10.1002/hyp.10061 Romanowicz, 2011, Impact of land use and water management on hydrological processes under varying climatic conditions, Phys. Chem. Earth, 36, 613, 10.1016/j.pce.2011.08.009 Rose, 2001, Effects of urbanization on streamflow in the Atlanta area (Georgia, USA): a comparative hydrological approach, Hydrol. Process., 15, 1441, 10.1002/hyp.218 Santhi, 2001, Validation of the SWAT model on a large river basin with point and nonpoint sources, J. Am. Water Resour. Assoc., 37, 1169, 10.1111/j.1752-1688.2001.tb03630.x Serpa, 2015, Impacts of climate and land use changes on the hydrological and erosion processes of two contrasting Mediterranean catchments, Sci. Total Environ., 538, 64, 10.1016/j.scitotenv.2015.08.033 Seyoum, 2015, Understanding the relative impacts of natural processes and human activities on the hydrology of the Central Rift Valley lakes, East Africa, Hydrol. Process., 29, 4312, 10.1002/hyp.10490 Shawul, 2013, Calibration and validation of SWAT model and estimation of water balance components of Shaya mountainous watershed, Southeastern Ethiopia, Hydrol. Earth Syst. Sci. Discuss., 10, 13955, 10.5194/hessd-10-13955-2013 Shrestha, 2017, Future climate and land uses effects on flow and nutrient loads of a Mediterranean catchment in South Australia, Sci. Total Environ., 590–591, 186, 10.1016/j.scitotenv.2017.02.197 Singh, 1994 Srivastava, 2009, Development of a high resolution daily gridded temperature data set (1969–2005) for the Indian region, Atmos. Sci. Lett., 10, 249 Sriwongsitanon, 2011, Effects of land cover on runoff coefficient, J. Hydrol., 410, 226, 10.1016/j.jhydrol.2011.09.021 Stehr, 2008, Hydrological modelling with SWAT under conditions of limited data availability: evaluation of results from a Chilean case study, Hydrol. Sci. J., 53, 588, 10.1623/hysj.53.3.588 Stonestrom, 2009, Introduction to special section on impacts of land use change on water resources, Water Resour. Res., 45, 2, 10.1029/2009WR007937 Subedi, 2013, Application of a hybrid cellular automaton – Markov (CA-Markov) model in land-use change prediction: a case study of Saddle Creek Drainage Basin, Florida, Appl. Ecol. Environ. Sci., 1, 126 Sun, 2007, Modeling urban land use change and urban sprawl: Calgary, Alberta, Canada, Netw. Spat. Econ., 7, 353, 10.1007/s11067-007-9030-y Teresa, 2015, Environmental modelling & software comparison of simulation models in terms of quantity and allocation of land change, Environ. Model. Softw., 69, 214, 10.1016/j.envsoft.2015.03.003 Thanapakpawin, 2007, Effects of landuse change on the hydrologic regime of the Mae Chaem river basin, NW Thailand, J. Hydrol., 334, 215, 10.1016/j.jhydrol.2006.10.012 Trang, 2017, Evaluating the impacts of climate and land-use change on the hydrology and nutrient yield in a transboundary river basin: a case study in the 3S River Basin (Sekong, Sesan, and Srepok), Sci. Total Environ., 576, 586, 10.1016/j.scitotenv.2016.10.138 Valentin, 2008, Runoff and sediment losses from 27 upland catchments in Southeast Asia: impact of rapid land use changes and conservation practices, Agric. Ecosyst. Environ., 128, 225, 10.1016/j.agee.2008.06.004 Viola, 2014, Impacts of land-use changes on the hydrology of the Grande River Basin Headwaters, Southeastern Brazil, Water Resour. Manag., 28, 4537, 10.1007/s11269-014-0749-1 Vogel Vörösmarty, 2000, Global water resources: vulnerability from climate change and population growth, Science, 289, 284, 10.1126/science.289.5477.284 Wagner, 2013, An assessment of land use change impacts on the water resources of the Mula and Mutha Rivers catchment upstream of Pune, India, Hydrol. Earth Syst. Sci., 17, 2233, 10.5194/hess-17-2233-2013 Wagner, 2017, Comparing the effects of dynamic versus static representations of land use change in hydrologic impact assessments, Environ. Model. Softw., 10.1016/j.envsoft.2017.06.023 Wang, 2011, Quantifying the relative contribution of the climate and direct human impacts on mean annual streamflow in the contiguous United States, Water Resour. Res., 47, 10.1029/2010WR010283 Wang, 2013, Isolating the impacts of climate change and land use change on decadal streamflow variation: assessing three complementary approaches, J. Hydrol., 507, 63, 10.1016/j.jhydrol.2013.10.018 Wang, 2014, Individual and combined effects of land use/cover and climate change on Wolf Bay watershed streamflow in southern Alabama, Hydrol. Process., 28, 5530, 10.1002/hyp.10057 Wilson, 2011, Simulating the impacts of future land use and climate changes on surface water quality in the Des Plaines River watershed, Chicago Metropolitan Statistical Area, Illinois, Sci. Total Environ., 409, 4387, 10.1016/j.scitotenv.2011.07.001 Woldesenbet, 2017, Hydrological responses to land use/cover changes in the source region of the Upper Blue Nile Basin, Ethiopia, Sci. Total Environ., 575, 724, 10.1016/j.scitotenv.2016.09.124 Wu, 2017, Detecting the quantitative hydrological response to changes in climate and human activities, Sci. Total Environ., 586, 328, 10.1016/j.scitotenv.2017.02.010 Zeiger, 2016, A SWAT model validation of nested-scale contemporaneous stream flow, suspended sediment and nutrients from a multiple-land-use watershed of the Central USA, Sci. Total Environ., 572, 232, 10.1016/j.scitotenv.2016.07.178 Zhang, 2006, Increasing streamflow and baseflow in Mississippi River since the 1940s: effect of land use change, J. Hydrol., 324, 412, 10.1016/j.jhydrol.2005.09.033 Zhang, 2001, Response of mean annual evapotranspiration to vegetation changes at catchment scale, Water Resour. Res., 37, 701, 10.1029/2000WR900325 Zhang, 2011, Analysis of impacts of climate variability and human activity on streamflow for a river basin in Northeast China, J. Hydrol., 410, 239, 10.1016/j.jhydrol.2011.09.023 Zhang, 2012, The effect of forest harvesting and climatic variability on runoff in a large watershed: the case study in the Upper Minjiang River of Yangtze River basin, J. Hydrol., 464, 1, 10.1016/j.jhydrol.2012.05.050 Zhang, 2014, Impacts of climate change and land use change on runoff of forest catchment in Northeast China, Hydrol. Process., 28, 186, 10.1002/hyp.9564