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Effects of climate change on annual streamflow using climate elasticity in Poyang Lake Basin, China

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Abstract

Hydrological processes depend directly on climate conditions [e.g., precipitation, potential evapotranspiration (PE)] based on the water balance. This paper examines streamflow datasets at four hydrological stations and meteorological observations at 79 weather stations to reveal the streamflow changes and underlying drivers in four typical watersheds (Meigang, Saitang, Gaosha, and Xiashan) within Poyang Lake Basin from 1961 to 2000. Most of the less than 90th percentile of daily streamflow in each watershed increases significantly at different rates. As an important indicator of the seasonal changes in the streamflow, CT (the timing of the mass center of the streamflow) in each watershed shows a negligible change. The annual streamflow in each watershed increases at different rates, with a statistically significant trend (at the 5 % level) of 9.87 and 7.72 mm year−1, respectively, in Meigang and Gaosha watersheds. Given the existence of interactions between precipitation and PE, the original climate elasticity of streamflow can not reflect the relationship of streamflow with precipitation and PE effectively. We modify this method and find the modified climate elasticity to be more accurate and reasonable using the correlation analysis. The analyses from the modified climate elasticity in the four watersheds show that a 10 % increase (decrease) in precipitation will increase (decrease) the annual streamflow by 14.1–16.3 %, while a 10 % increase (decrease) in PE will decrease (increase) the annual streamflow by −10.2 to −2.1 %. In addition, the modified climate elasticity is applied to estimate the contribution of annual precipitation and PE to the increasing annual streamflow in each watershed over the past 40 years. Our result suggests that the percentage attribution of the increasing precipitation is more than 59 % and the decreasing in PE is less than 41 %, indicating that the increasing precipitation is the major driving factor for the annual streamflow increase for each watershed.

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References

  • Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration-guidelines for computing crop water requirements—FAO Irrigation and Drainage Paper 56. FAO, 1998. ISBN 92-5-104219-5

  • Budyko MI (1948) Evaporation under natural conditions. Jerusalem: English translation by Isr Program for Sci Transl. Office of Technical Services, U.S. Dept. of Commerce, Washington.

  • Boyer DG, Pasquarell GC (1999) Agricultural land use impacts on bacterial water quality in a karst ground-water aquifer. J Am Water Resour As 35(2):291–300

    Article  Google Scholar 

  • Chen H, Guo S, Xu C, Singh VP (2007) Historical temporal trends of hydro-climatic variables and runoff response to climate variability and their relevance in water resource management in the Hanjiang Basin. J Hydrol 344(3–4):171–184

    Article  Google Scholar 

  • Cowling SA, Field CB (2003) Environmental control of leaf area production: implications for vegetation and land-surface modeling. Global Biogeochem Cycles 17:1007. doi:10.1029/2002GB001915

    Article  Google Scholar 

  • Ding Y, Dai X (1994) Temperature variation in China during the last 100 years. Meteorol Month 20:19–26

    Google Scholar 

  • Dooge JCI (1992) Sensitivity of runoff to climate change: a Hortonian approach. Bull Am Meteorol Soc 73:2013–2024

    Article  Google Scholar 

  • Dooge JCI, Bruen M, Parmentier B (1999) A simple model for estimating the sensitivity of runoff to long-term changes in precipitation without a change in vegetation. Adv Water Resour 23:153–163

    Article  Google Scholar 

  • Field CB, Jackson RB, Mooney HA (1995) Stomatal responses to increased CO2: implications from the plant to the global scale. Plant Cell Environ 18(10):1214–1225

    Article  Google Scholar 

  • Fu GB, Barber ME, Chen S (2007a) The impacts of climate change on regional hydrological regimes in the Spokane River watershed. J Hydrol Eng 12:452–461

    Article  Google Scholar 

  • Fu GB, Charles SP, Chiew FHS (2007b) A two-parameter climate elasticity of streamflow index to assess climate change effects on annual streamflow. Water Resour Res 43:W11419. doi:10.1029/2007wr005890

    Article  Google Scholar 

  • Gedney N, Cox PM, Betts RA, Huntingford C, Stott PA (2006) Detection of a direct carbon dioxide effect in continental river runoff records. Nature 439(7078):835–838

    Article  Google Scholar 

  • Gu TT, Zhou SQ, Shao BF, Li Q (2009) Interactions between vegetation cover change and precipitation in Poyang Lake region. Chin J Ecol 28(6):1060–1066 (in Chinese with English Abstract)

    Google Scholar 

  • Guo H, Qi H, Jiang T (2008) Annual and seasonal streamflow responses to climate and land-cover changes in the Poyang Lake basin, China. J Hydrol 355(1–4):106–122

    Article  Google Scholar 

  • He H, Zhou J, Zhang W (2008) Modelling the impacts of environmental changes on hydrological regimes in the Hei River Watershed, China. Glob Planet Chang 61:175–193

    Article  Google Scholar 

  • Hu Q, Feng S, Guo H, Chen G, Jiang T (2007) Interactions of the Yangtze river flow and hydrologic processes of the Poyang Lake, China. J Hydrol 347(1–2):90–100

    Article  Google Scholar 

  • Huang ZP, Chen YF (2011) Hydrostatistics. China Water Power Press, Beijing, p 209 (in Chinese)

    Google Scholar 

  • IPCC (2001) Climate change 2001: the scientific basis. Summary for policymakers and technical summary of Working Group I report. Cambridge University Press, Cambridge

    Google Scholar 

  • IPCC (2007) Climate Change 2007: the physical science basis. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Contribution of Working Group I to the fourth assessment report of the intergovernmental panel on climate change. University Press, Cambridge

    Google Scholar 

  • Johnston K, Ver Hoef JM, Krivoruchko K, Lucas N (2001) Using ArcGIS geostatistical analyst. ESRI Press, Redlands

    Google Scholar 

  • Jiang T, Shi Y (2003) Global warming and its consequences in Yangtze River floods and damages. Adv Earth Sci 18:277–284 (in Chinese with English Abstract)

    Google Scholar 

  • Jiang Z (2007) Analysis and research about loading ability of the water environment of Poyang Lake. Nanchang University, Nanchang, China, p 13 (in Chinese with English abstract)

    Google Scholar 

  • Kirkby M, Bracken L, Reaney S (2002) The influence of land use, soils and topography on the delivery of hillslope runoff to channels in SE Spain. Earth Surf Process Landforms 27(13):1459–1473

    Article  Google Scholar 

  • Kuhnel V, Dooge JCI, O’Kane JPJ, Romanowicz RJ (1991) Partial analysis applied to scale problems in surface moisture fluxes. Surv Geophys 12:221–247

    Article  Google Scholar 

  • Kundzewicz ZW, Mata LJ, Arnell NW, Döll P, Kabat P, Jiménez B, Miller KA, Oki T, Sen Z, Shiklomanov IA (2007) Freshwater resources and their management. In: Parry ML, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE (eds) Climate Change 2007: impacts, adaptation and vulnerability. Cambridge University Press, Cambridge, U.K, Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, pp 73–210

    Google Scholar 

  • Li Q, Li W, Si P, Gao X, Dong W, Jones P, Huang J, Cao L (2010) Assessment of surface air warming in northeast China, with emphasis on the impacts of urbanization. Theor Appl Climatol 99(3–4):469–478

    Article  Google Scholar 

  • Lins HF, Slack JR (1999) Streamflow trends in the United States. Geophys Res Lett 26(2):227–230

    Article  Google Scholar 

  • Liu C, Fu G (1993) Analysises of hydrological response to climatic changes in China. In: Zhang P, Zhang Y (eds) Climate change and influence. China Meteorological Press, Beijing, China, pp 205–213 (in Chinese with English Abstract)

    Google Scholar 

  • Liu C, Li D, Tian Y, Hao F, Yang G (2003) An application study of DEM based distributed hydrological model on macroscale watershed. Prog Geogr 22(5):437–445 (in Chinese with English Abstract)

    Google Scholar 

  • Liu Q, Cui B (2011) Impacts of climate change/variability on the streamflow in the Yellow River Basin, China. Ecol Model 222:268–274

    Article  Google Scholar 

  • Medlyn BE, Barton CVM, Broadmeadow MSJ, Ceulemans R, De Angelis P, Forstreute M, Freeman M, Jackson SB, Kellomäki S, Laitat E, Rey A, Roberntz P, Sigurdsson BD, Strassemeyer J, Wang K, Curtis PS, Jarvis PG (2001) Stomatal conductance of forest species after long-term exposure to elevated CO2 concentrations: a synthesis. New Phytol 149:247–264

    Article  Google Scholar 

  • Milly PCD, Dunne KA, Vecchia AV (2005) Global pattern of trends in streamflow and water availability in a changing climate. Nature 438:347–350

    Article  Google Scholar 

  • Nash LL, Gleick PH (1991) Sensitivity of streamflow in the Colorado Basin to climate change. J Hydrol 125(3–4):221–241

    Article  Google Scholar 

  • Nearing MA, Jetten V, Baffaut C, Cerdan O, Couturier A, Hernandez M, Bissonnais YL, Nichols MH, Nunes JP, Renschler CS, Souchère V, van Oost K (2005) Modeling response of soil erosion and runoff to changes in precipitation and cover. Catena 61:131–154

    Article  Google Scholar 

  • Oki T, Musiake K, Matsuyama H, Masuda K (1995) Global atmospheric water balance and runoff from large river basins. Hydrol Process 9:655–678

    Article  Google Scholar 

  • Oudin L, Andréassian V, Lerat J et al (2008) Has land cover a significant impact on mean annual streamflow? An international assessment using 1508 catchments. J Hydrol 357:303–316

    Article  Google Scholar 

  • Piao S, Friedlingstein P, Ciais P, de Noblet-Ducoudré N, Labat D, Zaehle S (2007) Changes in climate and land use have a larger direct impact than rising CO2 on global river runoff trends. P Natl Acda Sci 104(39):15242–15247

    Article  Google Scholar 

  • Pritchard S, Roges HH, Prior SA, Peterson CTM (1999) Elevated CO2 and plant structure: a review. Glob Chang Biol 5:807–837

    Article  Google Scholar 

  • Qi S, Sun G, Wang Y, McNulty SG, Moore MJA (2009) Streamflow response to climate and landuse changes in a coastal watershed in North Carolina. Trans ASABE 52(3):739–749

    Google Scholar 

  • Risbey JS, Entekhabi D (1996) Observed Sacramento basin streamflow response to precipitation and temperature changes and its relevance to climate impact studies. J Hydrol 184:209–223

    Article  Google Scholar 

  • Rodda HJE, Stroud MJ, Shankar U, Thorrold BS (2001) A GIS based approach to modelling the effects of land-use change on soil erosion in New Zealand. Soil Use and Management 17(1):30–40

    Article  Google Scholar 

  • Sankarasubramanian A, Vogel RM (2002) Annual hydroclimatology of the United States. Water Resour Res 38(6), doi:10.1029/2001WR000619

  • Sankarasubramanian A, Vogel RM, Limbrunner JF (2001) Climate elasticity of streamflow in the United States. Water Resour Res 37(6):1771–1781, doi:10.1029/2000WR900330

    Google Scholar 

  • Schaake JC (1990) From climate to flow. In: Waggoner PE (ed) Climate Change and US Water Resources. John Wiley, New York USA, pp 177–206

    Google Scholar 

  • Schilling KE, Jha MK, Zhang YK, Gassman PW, Wolter CF (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

  • Shao BF, Zhou SQ, Gu TT, Li Q (2010) Spatio-temporal changes of NDVI and their relationships with runoff in the Poyang Lake Basin. Chin J Agrometeorol 31(2):288–294 (in Chinese with English Abstract)

    Google Scholar 

  • Shankman D, Keim BD, Song J (2006) Flood frequency in China’s Poyang Lake Region: trends and teleconnections. Int J Climatol 26(9):1255–1266

    Article  Google Scholar 

  • Smith WHF, Wessel P (1990) Gridding with continuous curvature splines in tensions. Geophysics 55:293–305

    Article  Google Scholar 

  • Sun SL, Chen HS, Ju WM, Song J, Li JJ, Ren YJ, Sun J (2012) Past and future changes of streamflow in Poyang Lake Basin, South eastern China. Hydrol Earth Syst Sci 16, 2005-2020

  • Sun SL, Zhou SQ, Song J, Shi JH, Gu RY, Ma FM (2010) Change in pan evaporation and its driving factors in Jiangxi Province. Trans Chin Soc Agr Eng 26(9):59–65 (in Chinese with English Abstract)

    Google Scholar 

  • Stewart IT, Cayan DR, Dettinger MD (2005) Changes toward earlier streamflow timing across Western North America. J Clim 18:1136–1155

    Article  Google Scholar 

  • The Standing Committee of the National People’s Congress (NPC) of the People’s Republic of China (1994) The 21st agenda of China—population, environment and development white paper. Beijing, China (in Chinese)

    Google Scholar 

  • Tong H (1989) A climatic calculation method for the evaporation power in China. Journal of Nanjing Institute of Meteorology 12(1):20–33 (in Chinese with English Abstract)

    Google Scholar 

  • Vogel RM, Wilson I, Daly C (1999) Regional regression models of annual streamflow for the United States. J Irrig Drain Eng 125:148–157

    Article  Google Scholar 

  • Wang J (2006) Study on the empirical formula of solar radiation in Jiangxi Province. Jiangxi Energy (in Chinese with English Abstract) 3:53–56

    Google Scholar 

  • Wang S, Dong D (2000) Enhancement of the warming trend in China. Geophys Res Lett 27(16):2581–2584

    Article  Google Scholar 

  • Wang S, Zhang Z, Sun G, McNulty SG, Zhang H, Li J, Zhang M (2008) Long-term streamflow response to climatic variability in the Loess Plateau, China. J Am Water Resour As 44(5):1098–1107

    Article  Google Scholar 

  • Wei FY (2003) The climatological statistical diagnosis and the prediction technologies. China Meteorological Press, Beijing

    Google Scholar 

  • Wijngaard JB, Tank AMGK, Konnen GP (2003) Homogeneity of 20th century European daily temperature and precipitation series. Int J Climatol 23:679–692. doi:10.1002/joc.906

    Article  Google Scholar 

  • Wilson KB, Carlson TN, Bunce JA (1999) Feedback significantly influences the simulated effect of CO2 on seasonal evapotranspiration from two agricultural species. Glob Chang Biol 5:903–917

    Article  Google Scholar 

  • Wullschleger SD, Gunderson CA, Hanson PJ, Wilson K, Norby R (2002) Sensitivity of stomatal and canopy conductance to elevated CO2 concentrationinteracting variables and perspectives of scale. New Phytol 153:319–331

    Article  Google Scholar 

  • Xiong L, Guo S (2004) Trend test and change-point detection for the annual discharge series of the Yangtze River at the Yichang hydrological station. Hydrol Sci J 49(1):99–112

    Article  Google Scholar 

  • Xu Z, Liu Z, Fu G, Chen Y (2010) Trends of major hydroclimatic variables in the Tarim River Basin during the past 50 years. J Arid Environ 74(2):256–267

    Article  Google Scholar 

  • Yang X, Zhang Y, Ding M, Liu L, Wang Z, Gao D (2010) Observation evidence of the impact of vegetation cover on surface air temperature change in China. Chin J Geophs 53(4):833–841 (in Chinese with English Abstract)

    Google Scholar 

  • Ye X, Zhang Q, Liu J, Li LJ, Guo H (2009) Impacts of Climate Change and Human Activities on Runoff of Poyang Lake Catchment. Chin J Glaciol Geocryol 31(5):835–842 (in Chinese with English Abstract)

    Google Scholar 

  • Zhai P, Chao Q, Zou X (2004) Progress in China’s climate change study in the 20th century. J Geogr Sci 14(1):3–11

    Article  Google Scholar 

  • Zhao G, Hörmann G, Fohrer N, Zhai J (2009) Streamflow trends and climate variability impacts in Poyang Lake Basin, China. Water Resour Manag 24(4):689–706

    Article  Google Scholar 

  • Zhang J, Dong W, Wu L, Wei J, Chen P, Lee DK (2005) Impact of land use changes on surface warming in China. Adv Atmos Sci 22(3):343–348

    Article  Google Scholar 

  • Zhang W, Xiao Z, Zheng J, Ren J (2007) Long-term variation features of streamflow and its response to climate change in Nujiang Basin. Chin Sci Bull 52(Supplement II):135–141 (in Chinese with English Abstract)

    Google Scholar 

  • Zhang X, Harvey KD, Hogg WD, Yuzyk TR (2001) Trends in Canadian streamflow. Water Resour Res 37(4):987–998

    Article  Google Scholar 

  • Zheng H, Zhang L, Zhu R, Liu C, Sato Y, and Fukushima Y (2009) Responses of streamflow to climate and land surface change in the headwaters of the Yellow River Basin. Water Resour Res 45: W00A19. doi:10.1029/2007WR006665

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Acknowledgments

This work was jointly supported by the National Basic Research Program of China (grant no. 2011CB952000) and the National Natural Science Foundation of China (grant no. 40775061 and grant no. 41075082). The authors would like to thank all the data providing agencies and people who supported the research. Thanks also go to Dr. Liming Zhou (SUNY, Albany) and Dr. Yixing Yin (NUIST, Nanjing) for their careful review of the language and kind help in improving the English translation.

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Sun, S., Chen, H., Ju, W. et al. Effects of climate change on annual streamflow using climate elasticity in Poyang Lake Basin, China. Theor Appl Climatol 112, 169–183 (2013). https://doi.org/10.1007/s00704-012-0714-y

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