Skip to main content
Erschienen in: Water Resources Management 13/2015

01.10.2015

Assessing Climate Change Impact on Water Balance Components of a River Basin Using SWAT Model

Erschienen in: Water Resources Management | Ausgabe 13/2015

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Climate change is one of the most important global environmental challenges, which affects the entire earth system in terms of negative impacts on food production, water supply, health, livelihood, energy, etc. The intent of the present study was to assess the impact of climate change on the water balance components of a data-starved Upper Baitarani River basin of Eastern India using ArcSWAT model. The ArcSWAT model was calibrated using SUFI-2 technique. The daily observed streamflow data from 1998 to 2003 were employed for calibration and those for 2004–2005 for validation. The calibration results were found to be satisfactory with the Nash-Sutcliffe efficiency (NSE) and mean absolute error (MAE) of 0.88 and 9.70 m3/s for the daily time step, respectively. Also, the model was validated successfully for simulating daily streamflow (NSE = 0.80 and MAE = 10.33 m3/s). The calibrated and validated model was then used to evaluate basin response to the anticipated climate changes by the end of the 21st century. Twelve independent as well as twenty eight combined area-specific climatic scenarios were considered in this study to evaluate the impact of climate change on the hydrology of the basin. The analysis of model results for the 12 Independent Climatic Scenarios indicated a reduction in the surface runoff ranging from 2.5 to 11 % by changing the temperature from 1 to 5 °C, whereas the increase in rainfall by 2.5 to 15 % suggested an increase in surface runoff by 6.67 to 43.42 % from the baseline condition. In case of 28 Combined Scenarios compared to the baseline condition, the changes in surface runoff would vary from −4.55 to 37.53 %, the groundwater recharge would change from −8.7 to 23.15 % and the evapotranspiration would increase from 4.05 to 11.88 %. It is concluded that future changes in the climatic condition by the end of the 21st century are most likely to produce significant impacts on the streamflow in the study area. The findings of this study and those of follow-up studies in this direction will be useful for guiding suitable adaptation measures for sustainable water management in the basin in the face of impending climate change.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Abbaspour KC (2011) SWAT calibration and uncertainty programs: a user manual. Swiss federal institute of aquatic science and technology. Eawag, Dubendorf Abbaspour KC (2011) SWAT calibration and uncertainty programs: a user manual. Swiss federal institute of aquatic science and technology. Eawag, Dubendorf
Zurück zum Zitat Bates BC, Kundzewicz ZW, Wu S, Palutikof JP (eds) (2008) Climate change and water. Technical Paper of the Intergovernmental Panel on Climate Change (IPCC), IPCC Secretariat, Geneva, Switzerland Bates BC, Kundzewicz ZW, Wu S, Palutikof JP (eds) (2008) Climate change and water. Technical Paper of the Intergovernmental Panel on Climate Change (IPCC), IPCC Secretariat, Geneva, Switzerland
Zurück zum Zitat Biswas AK, Tortajada C, Izquierdo R (eds) (2009) Water management in 2020 and beyond. Springer, Berlin Biswas AK, Tortajada C, Izquierdo R (eds) (2009) Water management in 2020 and beyond. Springer, Berlin
Zurück zum Zitat Chaturvedi RK, Gopalakrishnan R, Jayaraman M, Bala G, Joshi NV, Sukumar R, Ravindranath NH (2011) Impact of climate change on Indian forests: a dynamic vegetation modeling approach. Mitig Adapt Strateg Glob Chang 16(2):119–142CrossRef Chaturvedi RK, Gopalakrishnan R, Jayaraman M, Bala G, Joshi NV, Sukumar R, Ravindranath NH (2011) Impact of climate change on Indian forests: a dynamic vegetation modeling approach. Mitig Adapt Strateg Glob Chang 16(2):119–142CrossRef
Zurück zum Zitat CSE (2014) State of India’s environment 2014. Centre for Science and Environment (CSE), New Delhi, pp 166–184 CSE (2014) State of India’s environment 2014. Centre for Science and Environment (CSE), New Delhi, pp 166–184
Zurück zum Zitat Dhar S, Mazumdar A (2009) Hydrological modelling of the Kangsabati river under changed climate scenario: case study in India. Hydrol Process 23:2394–2406CrossRef Dhar S, Mazumdar A (2009) Hydrological modelling of the Kangsabati river under changed climate scenario: case study in India. Hydrol Process 23:2394–2406CrossRef
Zurück zum Zitat Fontaine TA, Klassen JF, Cruickshank TS, Hotchkiss RH (2001) Hydrological response to climate change in the Black Hills of South Dakota, USA. Hydrol Sci J 46(1):27–40CrossRef Fontaine TA, Klassen JF, Cruickshank TS, Hotchkiss RH (2001) Hydrological response to climate change in the Black Hills of South Dakota, USA. Hydrol Sci J 46(1):27–40CrossRef
Zurück zum Zitat Gosain AK, Rao S, Basuray D (2006) Climate change impact assessment on hydrology of Indian river basins. Curr Sci 90(3):346–354 Gosain AK, Rao S, Basuray D (2006) Climate change impact assessment on hydrology of Indian river basins. Curr Sci 90(3):346–354
Zurück zum Zitat Gosain AK, Rao S, Arora A (2011) Climate change impact assessment of water resources of India. Curr Sci 101(3):356–371 Gosain AK, Rao S, Arora A (2011) Climate change impact assessment of water resources of India. Curr Sci 101(3):356–371
Zurück zum Zitat Huang S, Krysanova V, Hattermann F (2015) Projections of climate change impacts on floods and droughts in Germany using an ensemble of climate change scenarios. Reg Environ Chang 15(3):461–473CrossRef Huang S, Krysanova V, Hattermann F (2015) Projections of climate change impacts on floods and droughts in Germany using an ensemble of climate change scenarios. Reg Environ Chang 15(3):461–473CrossRef
Zurück zum Zitat IPCC (2007a) A special report of working group III of intergovernmental panel on climate change. Intergovernmental Panel on Climate Change, http://www.ipcc.ch Accessed 20 July 2013 IPCC (2007a) A special report of working group III of intergovernmental panel on climate change. Intergovernmental Panel on Climate Change, http://​www.​ipcc.​ch Accessed 20 July 2013
Zurück zum Zitat Jha M, Pan Z, Takle ES, Gu R (2004) Impacts of climate change on streamflow in the upper Mississippi River Basin: a regional climate model perspective. J Geophys Res 109:1–12 Jha M, Pan Z, Takle ES, Gu R (2004) Impacts of climate change on streamflow in the upper Mississippi River Basin: a regional climate model perspective. J Geophys Res 109:1–12
Zurück zum Zitat Jha M, Arnold JG, Gassman PW, Giorgi F, Gu RR (2006) Climate change sensitivity assessment on upper Mississippi River Basin streamflows using SWAT. J Am Water Resour Assoc 42(4):997–1016CrossRef Jha M, Arnold JG, Gassman PW, Giorgi F, Gu RR (2006) Climate change sensitivity assessment on upper Mississippi River Basin streamflows using SWAT. J Am Water Resour Assoc 42(4):997–1016CrossRef
Zurück zum Zitat Jiang Y, Liu C, Li X (2014) Hydrological impacts of climate change simulated by HIMS models in the Luanhe river basin, North China. Water Resour Manag 29(4):1365–1384CrossRef Jiang Y, Liu C, Li X (2014) Hydrological impacts of climate change simulated by HIMS models in the Luanhe river basin, North China. Water Resour Manag 29(4):1365–1384CrossRef
Zurück zum Zitat Joh HK, Lee JW, Park MJ, Shin HJ, Yi JE, Kim GS, Kim SJ (2011) Assessing climate change impact on hydrological components of a small forest watershed through SWAT calibration of evapotranspiration and soil moisture. Trans ASABE 54(5):1773–1781CrossRef Joh HK, Lee JW, Park MJ, Shin HJ, Yi JE, Kim GS, Kim SJ (2011) Assessing climate change impact on hydrological components of a small forest watershed through SWAT calibration of evapotranspiration and soil moisture. Trans ASABE 54(5):1773–1781CrossRef
Zurück zum Zitat Kalogerophoulous K, Chalkias C (2012) Modelling the impacts of climate change on surface runoff in small Mediterranean catchments: empirical evidence from Greece. Water Environ J. doi:10.1111/j.1747-6593 Kalogerophoulous K, Chalkias C (2012) Modelling the impacts of climate change on surface runoff in small Mediterranean catchments: empirical evidence from Greece. Water Environ J. doi:10.​1111/​j.​1747-6593
Zurück zum Zitat Karim CA, Faramarzi M, Ghasemi SS, Yang H (2009) Assessing the impact of climate change on water resources in Iran. Water Resour Res 45:1–16 Karim CA, Faramarzi M, Ghasemi SS, Yang H (2009) Assessing the impact of climate change on water resources in Iran. Water Resour Res 45:1–16
Zurück zum Zitat Krysanova V, Srinivasan R (2014) Assessment of climate and land use change impacts with SWAT. Reg Environ Chang 15(3):431–434CrossRef Krysanova V, Srinivasan R (2014) Assessment of climate and land use change impacts with SWAT. Reg Environ Chang 15(3):431–434CrossRef
Zurück zum Zitat Kumar KR, Sahai AK, Kumar KK, Patwardhan SK, Mishra PK, Revadekar JV, Kamala K, Pant GB (2006) High-resolution climate change scenarios for India for the 21st century. Clim Sci 90(3):334–345 Kumar KR, Sahai AK, Kumar KK, Patwardhan SK, Mishra PK, Revadekar JV, Kamala K, Pant GB (2006) High-resolution climate change scenarios for India for the 21st century. Clim Sci 90(3):334–345
Zurück zum Zitat Lee MH, Bae DH (2015) Climate change impact assessment on green and blue water over Asian monsoon region. Water Resour Manag 29(7):2407–2427CrossRef Lee MH, Bae DH (2015) Climate change impact assessment on green and blue water over Asian monsoon region. Water Resour Manag 29(7):2407–2427CrossRef
Zurück zum Zitat Li L, Zhang L, Xia J, Gippel CJ, Wang R, Zeng S (2015) Implications of modelled climate and land cover changes on runoff in the middle route of the south to north water transfer project in China. Water Resour Manag 29(8):2563–2579CrossRef Li L, Zhang L, Xia J, Gippel CJ, Wang R, Zeng S (2015) Implications of modelled climate and land cover changes on runoff in the middle route of the south to north water transfer project in China. Water Resour Manag 29(8):2563–2579CrossRef
Zurück zum Zitat Liuzzo L, Noto LV, Arnone E, Caracciolo D, La Loggia G (2014) Modifications in water resources availability under climate changes: a case study in a Sicilian Basin. Water Resour Manag 29(4):1117–1135CrossRef Liuzzo L, Noto LV, Arnone E, Caracciolo D, La Loggia G (2014) Modifications in water resources availability under climate changes: a case study in a Sicilian Basin. Water Resour Manag 29(4):1117–1135CrossRef
Zurück zum Zitat Mourato S, Moreira M, Corte-Real J (2015) Water resources impact assessment under climate change scenarios in Mediterranean watersheds. Water Resour Manag 29(7):2377–2391CrossRef Mourato S, Moreira M, Corte-Real J (2015) Water resources impact assessment under climate change scenarios in Mediterranean watersheds. Water Resour Manag 29(7):2377–2391CrossRef
Zurück zum Zitat Neitsch SL, Arnold JG, Kiniry JR, William JR (2011) Soil and water assessment tool theoretical documentation version 2009, Texas water resources institute, technical report No. 406. Texas A&M University System College Station, Texas Neitsch SL, Arnold JG, Kiniry JR, William JR (2011) Soil and water assessment tool theoretical documentation version 2009, Texas water resources institute, technical report No. 406. Texas A&M University System College Station, Texas
Zurück zum Zitat Oki T, Kanae S (2006) Global hydrological cycles and world water resources. Science 313(5790):1068–1072CrossRef Oki T, Kanae S (2006) Global hydrological cycles and world water resources. Science 313(5790):1068–1072CrossRef
Zurück zum Zitat OWDM (2010) Perspective and strategic plan for watershed development projects, Orissa (2010–2025). Orissa Watershed Development Mission, Agriculture Department, Orissa OWDM (2010) Perspective and strategic plan for watershed development projects, Orissa (2010–2025). Orissa Watershed Development Mission, Agriculture Department, Orissa
Zurück zum Zitat Perazzoli M, Pinheiro A, Kaufmann V (2013) Assessing the impact of climate change scenarios on water resources in southern Brazil. Hydrol Sci J 58(1):77–87CrossRef Perazzoli M, Pinheiro A, Kaufmann V (2013) Assessing the impact of climate change scenarios on water resources in southern Brazil. Hydrol Sci J 58(1):77–87CrossRef
Zurück zum Zitat Ravazzani G, Barbero S, Salandin A, Senatore A, Mancini M (2014) An integrated hydrological model for assessing climate change impacts on water resources of the upper Po river basin. Water Resour Manag 29(4):1193–1215CrossRef Ravazzani G, Barbero S, Salandin A, Senatore A, Mancini M (2014) An integrated hydrological model for assessing climate change impacts on water resources of the upper Po river basin. Water Resour Manag 29(4):1193–1215CrossRef
Zurück zum Zitat Richardson K, Steffen W, Liverman D (2011) Climate change: global risks, challenges and decisions. Cambridge University Press, CambridgeCrossRef Richardson K, Steffen W, Liverman D (2011) Climate change: global risks, challenges and decisions. Cambridge University Press, CambridgeCrossRef
Zurück zum Zitat Ruiz-Villanueva V, Stoffel M, Bussi G, Francés F, Bréthaut C (2014) Climate change impacts on discharges of the Rhone River in Lyon by the end of the twenty-first century: model results and implications. Reg Environ Chang 15(3):505–515CrossRef Ruiz-Villanueva V, Stoffel M, Bussi G, Francés F, Bréthaut C (2014) Climate change impacts on discharges of the Rhone River in Lyon by the end of the twenty-first century: model results and implications. Reg Environ Chang 15(3):505–515CrossRef
Zurück zum Zitat Shi P, Ma X, Hou Y, Li Q, Zhang Z, Qu S, Chen C, Cai T, Fang X (2013) Effects of land-use and climate change on hydrological processes in the upstream of Huai river, China. Water Resour Manag 27(5):1263–1278CrossRef Shi P, Ma X, Hou Y, Li Q, Zhang Z, Qu S, Chen C, Cai T, Fang X (2013) Effects of land-use and climate change on hydrological processes in the upstream of Huai river, China. Water Resour Manag 27(5):1263–1278CrossRef
Zurück zum Zitat Stehr A, Debels P, Romero F, Alcayaga H (2008) Hydrological modelling with SWAT under conditions of limited data availability: evaluation of results from a Chilean case study. Hydrol Sci J 53(3):588–601CrossRef Stehr A, Debels P, Romero F, Alcayaga H (2008) Hydrological modelling with SWAT under conditions of limited data availability: evaluation of results from a Chilean case study. Hydrol Sci J 53(3):588–601CrossRef
Zurück zum Zitat Tyler S, Moench M (2012) A framework for urban climate resilience. Clim Dev 4(4):311–326CrossRef Tyler S, Moench M (2012) A framework for urban climate resilience. Clim Dev 4(4):311–326CrossRef
Zurück zum Zitat UNDP (2007) Human development report 2007/2008. United Nations Development Program (UNDP), United Nations Plaza, New York UNDP (2007) Human development report 2007/2008. United Nations Development Program (UNDP), United Nations Plaza, New York
Zurück zum Zitat Van Griensven A, Meixner T, Grunwald S, Bishop T, Diluzio M, Srinivasan R (2006) A global sensitivity analysis tool for the parameters of multivariable catchment models. J Hydrol 324(14):10–23CrossRef Van Griensven A, Meixner T, Grunwald S, Bishop T, Diluzio M, Srinivasan R (2006) A global sensitivity analysis tool for the parameters of multivariable catchment models. J Hydrol 324(14):10–23CrossRef
Zurück zum Zitat Verma AK, Jha MK (2015) Evaluation of a GIS-based watershed model for streamflow and sediment-yield simulation in the upper Baitarani river basin of Eastern India. J Hydrol Eng 20(6):C5015001CrossRef Verma AK, Jha MK (2015) Evaluation of a GIS-based watershed model for streamflow and sediment-yield simulation in the upper Baitarani river basin of Eastern India. J Hydrol Eng 20(6):C5015001CrossRef
Zurück zum Zitat Vörösmarty CJ, Green P, Salisbury J, Lammers RB (2000) Global water resources: vulnerability from climate change and population growth. Science 289(5477):284–288CrossRef Vörösmarty CJ, Green P, Salisbury J, Lammers RB (2000) Global water resources: vulnerability from climate change and population growth. Science 289(5477):284–288CrossRef
Zurück zum Zitat Wagner PD, Reichenau TG, Kumar S, Schneider K (2015) Development of a new downscaling method for hydrologic assessment of climate change impacts in data scarce regions and its application in the Western Ghats, India. Reg Environ Chang 15(3):435–447CrossRef Wagner PD, Reichenau TG, Kumar S, Schneider K (2015) Development of a new downscaling method for hydrologic assessment of climate change impacts in data scarce regions and its application in the Western Ghats, India. Reg Environ Chang 15(3):435–447CrossRef
Zurück zum Zitat Wang Z, Ficklin DL, Zang Y, Zhang M (2011) Impact of climate change on streamflow in the arid Shiyang River Basin of northwest China. Hydrol Process 26:2733–2744CrossRef Wang Z, Ficklin DL, Zang Y, Zhang M (2011) Impact of climate change on streamflow in the arid Shiyang River Basin of northwest China. Hydrol Process 26:2733–2744CrossRef
Zurück zum Zitat Yang J, Reichert P, Abbaspour KC, Xia J, Yang H (2008) Comparing uncertainty analysis techniques for a SWAT application to the Chaohe Basin in China. J Hydrol 358(1):1–23CrossRef Yang J, Reichert P, Abbaspour KC, Xia J, Yang H (2008) Comparing uncertainty analysis techniques for a SWAT application to the Chaohe Basin in China. J Hydrol 358(1):1–23CrossRef
Zurück zum Zitat Yang J, Li G, Wang L, Zhou J (2014) An integrated model for simulating water resources management at regional scale. Water Resour Manag 29(5):1607–1622CrossRef Yang J, Li G, Wang L, Zhou J (2014) An integrated model for simulating water resources management at regional scale. Water Resour Manag 29(5):1607–1622CrossRef
Zurück zum Zitat Zang X, Srinivasan R, Hao F (2007) Predicting the hydrologic response to climate change in the Luohe River Basin using the SWAT model. Am Soc Agric Biol Eng Trans ASABE 50(3):901–910 Zang X, Srinivasan R, Hao F (2007) Predicting the hydrologic response to climate change in the Luohe River Basin using the SWAT model. Am Soc Agric Biol Eng Trans ASABE 50(3):901–910
Zurück zum Zitat Zhang X, Zwiers FW, Hegerl GC, Lambert FH, Gillett NP, Solomon S, Stott PA, Nozawa T (2007) Detection of human influence on twentieth-century precipitation trends. Nature 448(7152):461–465CrossRef Zhang X, Zwiers FW, Hegerl GC, Lambert FH, Gillett NP, Solomon S, Stott PA, Nozawa T (2007) Detection of human influence on twentieth-century precipitation trends. Nature 448(7152):461–465CrossRef
Metadaten
Titel
Assessing Climate Change Impact on Water Balance Components of a River Basin Using SWAT Model
Publikationsdatum
01.10.2015
Erschienen in
Water Resources Management / Ausgabe 13/2015
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-015-1089-5

Weitere Artikel der Ausgabe 13/2015

Water Resources Management 13/2015 Zur Ausgabe