Abstract
The sustainability of water resources mainly depends on planning and management of land use; a small change in it may affect water yield largely, as both are linked through relevant hydrological processes, explicitly. However, human activities, especially a significant increase in population, in-migration and accelerated socio-economic activities, are constantly modifying the land use and land cover (LULC) pattern. The impact of such changes in LULC on the hydrological regime of a basin is of widespread concern and a great challenge to the water resource engineers. While studying these impacts, the issue that prevails is the selection of a hydrological model that may be able to accommodate spatial and temporal dynamics of the basin with higher accuracy. Therefore, in the present study, the capabilities of variable infiltration capacity hydrological model to hydrologically simulate the basin under varying LULC scenarios have been investigated. For the present analysis, the Pennar River Basin, Andhra Pradesh, which falls under a water scarce region in India, has been chosen. The water balance components such as runoff potential, evapotranspiration (ET) and baseflow of Pennar Basin have been simulated under different LULC scenarios to study the impact of change on hydrological regime of a basin. Majorly, increase in built-up (13.94% approx.) and decrease in deciduous forest cover (2.44%) are the significant changes observed in the basin during the last three decades. It was found that the impact of LULC change on hydrology is balancing out at basin scale (considering the entire basin, while routing the runoff at the basin outlet). Therefore, an analysis on spatial variation in each of the water balance components considered in the study was done at grid scale. It was observed that the impact of LULC is considerable spatially at grid level, and the maximum increase of 265 mm (1985–2005) and the decrease of 48 mm (1985–1995) in runoff generation at grid were estimated. On the contrary, ET component showed the maximum increase of 400 and decrease of 570 mm under different LULC change scenario. Similarly, in the base flow parameter, an increase of 70 mm and the decrease of 100 mm were observed. It was noticed that the upper basin is showing an increasing trend in almost all hydrological components as compared to the lower basin. Based on this basin scale study, it was concluded that change in the land cover alters the hydrology; however, it needs to be studied at finer spatial scale rather than the entire basin as a whole. The information like the spatial variation in hydrological components may be very useful for local authority and decision-makers to plan mitigation strategies accordingly.
Similar content being viewed by others
References
Abdulla FA, Lettenmaier DP, Wood EF et al (1996) Application of a macroscale hydrologic model to estimate the water balance of the Arkansas-Red river basin. J Geophys Res 101(D3):7449–7459
Aggarwal SP, Garg V, Gupta PK et al (2012) Climate and LULC change scenarios to study its impact on hydrological regime. Int Archives of the Photogramm Remote Sens Spatial Inf Sci (ISPRS), XXXIX-B8, 147–152. doi:10.5194/isprsarchives-XXXIX-B8-147-2012
Aggarwal SP, Garg V, Gupta PK et al (2013) Runoff potential assessment over Indian landmass: a macro-scale hydrological modeling approach. Curr Sci 104(7):950–959
Bosch JM, Hewlett JD (1982) A review of catchment experiments to determine the effect of vegetation changes on water yield and evapotranspiration. Jour Hydrol 55:3–23
Chase TN, Pielke RA Sr, Kittel TGF et al (2000) Simulated impacts of historical land cover changes on global climate in northern winter. Clim Dyn 16:93–105
Cherkauer KA, Lettenmaier DP (1999) Hydrologic effects of frozen soils in the upper Mississippi River basin. J Geophys Res 104(D16):19599–19610
Cornelissen T, Diekkrüger B, Giertz S (2013) A comparison of hydrological models for assessing the impact of land use and climate change on discharge in a tropical catchment. J Hydrol 498:221–236. doi:10.1016/j.jhydrol.2013.06.016
Cosby BJ, Hornberger GM, Clapp RB et al (1984) A statistical exploration of the relationships of soil moisture characteristics to the physical properties of soils. Water Resour Res 20(6):682–690
CWC (2015) Integrated hydrological data book (non-classified river basins). Hydrological data directorate, information system organisation, water planning, projects wing, central water commission, ministry of water resources, river development & Ganga Rejuvenation, Government of India, New Delhi
CWC, NRSC (2014) Pennar basin report version 2.0. Ministry of Water Resources, Government of India
Dadhwal VK, Aggarwal SP, Misra N (2010) Hydrological simulation of Mahanadi River Basin and impact of landuse/landcover change on surface runoff using a macro scale hydrological model. In: W Wagner, B Szekely (eds.) Proceedings of ISPRS TC VII symposium–100 years ISPRS. Vienna, Austria, July 5–7, ISPRS, XXXVIII (7B), pp. 165–170
DeFries R, Eshleman KN (2004) Land-use change and hydrologic processes: a major focus for the future. Hydrol Process 18:2183–2186
Deng Z, Zhang X, Li D, Pan G (2014) Simulation of land use/land cover change and its effects on the hydrological characteristics of the upper reaches of the Hanjiang Basin. Environ Earth Sci 73(3):1119–1132
Dumenil L, Todini E (1992) A rainfall-runoff scheme for use in the Hamburg climate model. In: P O’Kane (ed.) Advances in theoretical hydrology, a tribute to James Dooge. European geophysical society series on hydrological sciences 1, pp. 129–157
Dwarakish GS, Ganasri BP (2015) Impact of land use change on hydrological systems: a review of current modeling approaches. Cogent Geosci 1(1):1115691. doi:10.1080/23312041.2015.1115691
Foley JA, Kucharik CJ, Twine TE et al (2004) Land use, land cover, and climate change across the Mississippi Basin: impacts on selected land and water resources. In: RS Defries, GP Asner, RA Houghton (Eds.) Ecosystems and land use change, American Geophysical Union, Washington, DC. doi: 10.1029/153GM19
Gao Z, Xhang Z, Zhang X (2009) Responses of water yield to changes in vegetation at a temporal scale. Front Forestry China 4(1):53–59
Garg NK, Hassan Q (2007) Alarming scarcity of water in India. Curr Sci 93(7):932–941
Garg V, Dhumal IR, Nikam BR et al (2016) Water resources assessment of Godavari River Basin, India. In: Proceedings of 37th Asian conference on remote sensing (ACRS-2016) on promoting spatial data infrastructure for sustainable economic development, Oct 17–22, 2016, Colombo, Sri Lanka
Githui F, Mutua F, Bauwens W (2009) Estimating the impacts of land-cover change on runoff using the soil and water assessment tool (SWAT): case study of Nzoia catchment. Kenya Hydrol Sci J 54(5):899–908
Gosain AK, Rao S, Basuray D (2006) Climate change impact assessment on hydrology of Indian river basins. Curr Sci 90(3):346–353
Gosain AK, Rao S, Arora A (2011) Climate change impact assessment of water resources of India. Curr Sci 101(3):356–371
Haddeland I, Lettenmaier DP, Skaugen T (2006a) Effects of irrigation on the water and energy balances of the Colorado and Mekong river basins. J Hydrol 324(1–4):210–223
Haddeland I, Skaugen T, Lettenmaier DP (2006b) Anthropogenic impacts on continental surface water fluxes. Geophys Res Lett 33:L08406. doi:10.1029/2006GL026047
Haddeland I, Skaugen T, Lettenmaier DP (2007) Hydrologic effects of land and water management in North America and Asia: 1700-1992. Hydrol Earth Syst Sci 11(2):1035–1045
Hurkmans RTWL, Terink W, Uijlenhoet R et al (2009) Effects of land use changes on streamflow generation in the Rhine basin. Water Resour Res 45:W06405. doi:10.1029/2008WR007574
Im S, Kim H, Kim C, Jang C (2009) Assessing the impacts of land use changes on watershed hydrology using MIKE SHE. Environ Geol 57:231–239
Jain AK, Rao BMM, Rao MSR, Swamy MV (2009) Groundwater scenario in Andhra Pradesh. Centre for economics and social studies, WASHcost report, Hyderabad, India. (Available online: http://www.cess.ac.in/cesshome/wp/WP-3-Groundwater%20Scenario%20in%20AP.PDF, Accessed on Jan 18 2016)
Kindu M, Schneider T, Teketay D, Knoke T (2015) Drivers of land use/land cover changes in Munessa-Shashemene landscape of the south-central highlands of Ethiopia. Environ Monit Assess 187(7):452. doi:10.1007/s10661-015-4671-7
Krause S, Jacobs J, Bronstert A (2007) Modelling the impacts of land-use and drainage density on the water balance of a lowland–floodplain landscape in northeast Germany. Ecol Modelling 200(3–4):475–492
Lambin EF, Geist HJ, Lepers E (2003) Dynamics of land-use and land-cover change in tropical regions. Annu Rev Environ Resour 28:205–241
Lettenmaier DP (2001) Macroscale Hydrology: Challenges and Opportunities. In: Matsuno T, Kida H (eds) Present and future of modeling global environmental change: toward integrated modeling. TERRAPUB, Tokyo, pp 111–136
Liang X, Xie ZH (2003) Important factors in land-atmosphere interactions: surface runoff generations and interactions between surface and groundwater. Global Planet Change 38(1–2):101–114
Liang X, Lattenmaier DP, Wood EF et al (1994) A simple hydrologically based model of land surface, water, and energy flux for general circulation models. J Geophys Res 99(D7):14415–14428
Liang X, Guo J, Leung LR (2004) Assessment of the effects of spatial resolutions on daily water flux simulations. J Hydrol 298(1–4):287–310
Liu T, Fang H, Willems P et al (2013) On the relationship between historical land-use change and water availability: the case of the lower Tarim River region in northwestern China. Hydrol Process 27(2):251–261
Lo CP, Yang X (2002) Drivers of land-use/land-cover changes and dynamic modeling for the Atlanta, Georgia Metropolitan area. Photogramm Eng Remote Sens 68(10):1073–1082
Lohmann D, Nolte-Holube R, Raschke E (1996) A large scale horizontal routing model to be coupled to land surface parameterization schemes. Tellus 48A:708–721
Lohmann D, Raschke E, Nijssen B et al (1998a) Regional scale hydrology: I. formulation of the VIC-2L model coupled to a routing model. Hydrol Sci J 43(1):131–141
Lohmann D, Raschke E, Nijssen B et al (1998b) Regional scale hydrology: II. application of the VIC-2L model to the Weser river, Germany. Hydrol Sci J 43(1):143–158
Mall RK, Bhatla R, Pandey SN (2007) Water resources in India and impact of climate change. Jalvigyan Sameeksha 22:157–176
Matheussen B, Kirschbaum RL, Goodman IA et al (2000) Effects of land cover change on streamflow in interior Columbia River Basin (USA and Canada). Hydrol Process 14:867–885
Maurer EP, O’Donnell GM, Lettenmaier DP et al (2001a) Evaluation of the land surface water budget in NCEP/NCAR and NCEP/DOE reanalyses using an off-line hydrologic model. J Geophys Res 106(D16):17841–17862
Maurer EP, O’Donnell GM, Lettenmaier DP et al (2001b) Evaluation of NCEP/NCAR reanalysis water and energy budgets using macroscale hydrologic model simulations. In: V Lakshmi, J Albertson, J Schaake (eds) Land surface hydrology, meteorology, and climate: observations and modeling. Water Sci. Appl. 3, AGU, Washington, pp. 137–158. doi:10.1029/WS003p0137
Merta M, Seidler C, Bianchin S et al. (2008) Analysis of land use change in the Eastern Ore Mts. regarding both nature protection and flood prevention. Soil and Water Res 3:S105–S115 (Special Issue 1)
Mujumdar PP (2008) Implications of climate change for sustainable water resources management in India. Phys Chem Earth 33:354–358
Mustard J, Fisher T (2004) Land Use and Hydrology. In: Gutman G et al (eds) Land change science: observing monitoring and understanding trajectories of change on the earth’s surface. Kluwer Academic Publishers, Dordrecht, pp 257–276
Nie W, Yuan Y, Kepner W et al (2011) Assessing impacts of landuse and landcover changes on hydrology for the upper San Pedro watershed. J Hydrol 407(1–4):105–114
Niehoff D, Fritsch U, Bronstert A (2002) Land-use impacts on storm-runoff generation: scenarios of land-use change and simulation of hydrological response in a macro-scale catchment in SW-Germany. J Hydrol 267:80–93
Nijssen BN, Lettenmaier DP, Liang X et al (1997) Streamflow simulation for continental-scale river basins. Water Resour Res 33(4):711–724
Obahoundje S, Ofosu EA, Akpoti K, Kabo-bah AT (2017) Land use and land cover changes under climate uncertainty: modelling the impacts on hydropower production in Western Africa. Hydrology 4(1):2. doi:10.3390/hydrology4010002
Olang LO, Fürst J (2011) Effects of land cover change on flood peak discharges and runoff volumes: model estimates for the Nyando River Basin. Kenya Hydrol Process 25:80–89
Pai DS, Sridhar Latha, Rajeevan M et al (2014) Development of a new high spatial resolution (0.25° × 0.25°) Long period (1901–2010) daily gridded rainfall data set over India and its comparison with existing data sets over the region. Mausam 65(1):1–18
Petchprayoon P, Blanken PD, Ekkawatpanit C et al (2010) Hydrological impacts of land use/land cover change in a large river basin in central–northern Thailand. Int J Climat 30(13):1917–1930. doi:10.1002/joc.2131
Piao S, Friedlingstein P, Ciais P et al (2007) Changes in climate and land use have a larger direct impact than rising CO2 on global river runoff trends. PNAS 104(39):15242–15247
Rawls WJ, Gimenez D, Grossman R (1998) Use of soil texture, bulk density, and slope of the water retention curve to predict saturated hydraulic conductivity. Trans ASABE 41(4):983–988
Reynolds CA, Jackson TJ, Rawls WJ (2000) Estimating soil water-holding capacities by linking the food and agriculture organization soil map of the world with global pedon databases and continuous pedotransfer functions. Water Resour Res 36(12):3653–3662
Sahin V, Hall MJ (1996) The effects of afforestation and deforestation on water yields. J Hydrol 178:293–309
Schilling KE, Jha MK, Zhang Y-K et al (2008) Impact of land use and land cover change on the water balance of a large agricultural watershed: historical effects and future directions. Water Resour Res, 44:W00A09. doi:10.1029/2007WR006644
Schilling KE, Chan KS, Liu H et al (2010) Quantifying the effect of land use land cover change on increasing discharge in the Upper Mississippi River. J Hydrol 387(3–4):343–345
Shrestha RR, Bardossy A, Rode M (2007) A hybrid deterministic-fuzzy rule based model for catchment scale nitrate dynamics. J Hydrol 342:143–156
Singh S, Srivastav SK, Srivastava VK et al (2010) Human dimensions of climate change: a few initiatives. Bulletin of national natural resources management system. NNRMS (B) 35:118–126
Stednick JD (1996) Monitoring the effects of timber harvest on annual water yield. Jour Hydrol 176:79–95
Verbunt M, Groot Zwaaftink M, Gurtz J (2005) The hydrologic impact of land cover changes and hydropower stations in the Alpine Rhine basin. Ecol Modelling 187(1):71–84
Wagner PD, Kumar S, Schneider K (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 17:2233–2246
Wang R, Kalin L (2011) Modelling effects of land use/cover changes under limited data. Ecohydrol 4:265–276. doi:10.1002/eco.174
Wilk J, Hughes DA (2002) Simulating the impacts of land-use and climate change on water resource availability for a large south Indian catchment. Hydrol Sci J 47(1):19–30
Woldesenbet TA, Elagib NA, Ribbe L, Heinrich J (2017) Hydrological responses to land use/cover changes in the source region of the Upper Blue Nile Basin, Ethiopia. Sci Total Environ 575:724–741. doi:10.1016/j.scitotenv.2016.09.124
Wood EF, Lettenmaier D, Liang X et al (1997) Hydrological modeling of continental-scale basins. Annu Rev Earth Planet Sci 25:279–300
Yuan F, Xie Z, Liu Q et al (2004) An application of the VIC-3L land surface model and remote sensing data in simulating streamflow for the Hanjiang river basin. Can J Remote Sens 30(5):680–690
Zhao R-J, Zhang YL, Fang LR et al (1980) The Xinanjiang model. In: Proceedings hydrological forecasting oxford symposium, IAHS, International Association of Hydrological Sciences Press, Wallingford, UK (1980), pp. 351–356
Zhao R, Chen Y, Shi P et al (2013) Land use and land cover change and driving mechanism in the arid inland river basin: a case study of Tarim River, Xinjiang. China Environ Earth Sci 68(2):591–604
Acknowledgements
The authors would like to thank the authorities of Indian Space Research Organisation for providing financial grant for this research work. The work has been done under the ISRO-GBP Project on “Land Use Land Cover dynamics and impact of Human Dimension in Indian river basins”. The authors thank IMD for providing daily gridded data on rainfall and temperature and the VIC hydrological model team for their help during the course of the study. Thanks are due to LULC team for their efforts in generating LULC map for entire India and for providing the data for this particular basin. Authors would like to extend their gratitude to Ms. Asfa Siddiqui for reviewing the manuscript and correcting it for the language.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Garg, V., Aggarwal, S.P., Gupta, P.K. et al. Assessment of land use land cover change impact on hydrological regime of a basin. Environ Earth Sci 76, 635 (2017). https://doi.org/10.1007/s12665-017-6976-z
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12665-017-6976-z