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Assessment of Contributions of Climatic Variation and Human Activities to Streamflow Changes in the Lancang River, China

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Abstract

The construction and operation of hydropower reservoirs on the Lancang River have drawn worldwide concern, because streamflow changes have occurred in this river since the introduction of dams. To address these concerns, it is necessary to quantitatively assess relative contributions of climatic variations and human activities to these changes. In this research, Mann-Kendall method was used to assess the trends in hydro-climatic data. The streamflow data were divided into a reference period (1956–1985) and a change period (1986–2008) based on hydropower reservoir construction timeline. The Back-Propagation Artificial Neural Network (BP-ANN) model was used to reconstruct natural streamflow. The contributions of climatic variations and human activities were investigated at the yearly, seasonal and monthly time scales. The results indicate that human activities exerted a slightly greater impact on flow changes than did climatic variations, at the yearly time scale (54.6 and 45.4 %, respectively). At the seasonal time scale, climatic variations made a greater contribution (65.8 %) during the wet season, while the contribution of human activities became the dominant factor during the dry season (85.3 %). At the monthly time scale, the contribution of climatic variations in January, June, August, and September was greater than that of human activities, while in the remaining eight months, human activities exerted a greater contribution than did climatic variation. The relative contributions of human activities and climatic variations (RCs) were also determined during the single- and cascade-dam periods; these did not always increase at the three time scales when dam system shifted from single-dam to cascade-dam.

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References

  • Adamson P (2001) The potential impacts of hydropower developments in Yunnan on the hydrology of the lower Mekong. Int Water Power Dam Constr 53:16–21

    Google Scholar 

  • Allen MR, Ingram WJ (2002) Constraints on future changes in climate and the hydrologic cycle. Nature 419:224–232

    Article  Google Scholar 

  • Bao ZX, Zhang JY, Wang GQ et al (2012) Attribution for decreasing streamflow of the Haihe River Basin, northern China: climate variability or human activities? J Hydrol 460–461:117–129

    Article  Google Scholar 

  • Barker R, Molle F (2004) Evolution of irrigation in south and Southeast Asia. Comprehensive Assessment Research Report 5. Comprehensive Assessment Secretariat, Colombo Sri Lanka

  • Basistha A, Arya DS, Goel NK (2008) Spatial distribution of rainfall in Indian Himalayas-a case study of Uttarakhand region. Water Resour Manag 22(10):1325–1346

    Article  Google Scholar 

  • Campbell IC (2007) Perceptions, data, and river management: lessons from the Mekong River. Water Resour Res 43: doi:10.1029/2006WR005130

  • Chen LH, He DM (2000) The ecological impacts of hydropower cascade development in Lancang-Mekong River. Acta Geograph Sin 55(5):577–586 (In Chinese)

    Google Scholar 

  • Cogels O (2007) Mekong hydropower development is good. <http://www.greengrants.org.cn/read.php?id=1353>

  • Demirel MC, Venancio A, Kahya E (2009) Flow forecast by SWAT model and ANN in Pracana basin, Portugal. Adv Eng Softw 40(7):467–473

    Article  Google Scholar 

  • Fu GB, Chen SL, Liu CM et al (2004) Hydro-climatic trends of the Yellow River basin for the last 50 years. Clim Change 65:149–178

    Article  Google Scholar 

  • Goh E (2004) China in the Mekong River Basin: the regional security implications of resource development on the Lancang Jiang. Institute of Defence and Strategic Studies Working Paper No. 69, July 2004

  • Hamed KH (2008) Trend detection in hydrologic data: the Mann–Kendall trend test under the scaling hypothesis. J Hydrol 349:350–363

    Article  Google Scholar 

  • Hao XM, Chen YN, Xu CC et al (2008) Impacts of climate change and human activities on the surfaces runoff in the Tarim River Basin over the last fifty years. Water Resour Manag 22:1159–1171

    Article  Google Scholar 

  • He DM, Feng Y, Gan S et al (2006) Transboundary hydrological effects of hydropower dam construction on the Lancang River. Chin Sci Bull 51(Supp):16–24

    Google Scholar 

  • Jacobs JW (2002) The Mekong River Commission: transboundary water resources planning and regional security. Geogr J 168(4):354–364

    Article  Google Scholar 

  • Jiang SH, Ren LL, Yong B et al (2011) Quantifying the effects of climate variability and human activities on runoff from the Laohahe basin in northern China using three different methods. Hydrol Process 25(16):2492–2505

    Article  Google Scholar 

  • Kendall M (1975) Rank correlation methods. Charles Griffin, London

    Google Scholar 

  • Kişi Ö (2007) Streamflow forecasting using different artificial neural network algorithms. J Hydrol Eng 12(5):532–539

    Article  Google Scholar 

  • Kummu M, Varis O (2007) Sediment-related impacts due to upstream reservoir trapping, the Lower Mekong River. Geomorphology 85:275–293

    Article  Google Scholar 

  • Li SJ, He DM (2008) Water level response to hydropower development in the Upper Mekong River. AMBIO 37(3):170–176

    Article  Google Scholar 

  • Liu DD, Chen XH, Lian YQ et al (2010) Impacts of climate change and human activities on surface runoff in the Dongjiang River basin of China. Hydrol Process 24:1487–1495

    Article  Google Scholar 

  • Mann H (1945) Non-parametric tests against trend. Econometrica 13:245–259

    Article  Google Scholar 

  • Moriasi DN, Arnold JG, Van Liew MW et al (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans ASABE 50(3):885–900

    Article  Google Scholar 

  • Naik PK, Jay DA (2005) Estimation of Columbia River virgin flow: 1879 to 1928. Hydrol Process 19:1807–1824

    Article  Google Scholar 

  • Pahl-Wostl C (2007) Transitions towards adaptive management of water facing climate and global change. Water Resour Manag 21(1):49–62

    Article  Google Scholar 

  • Ramanathan V, Crutzen PJ, Kiehl JT et al (2001) Aerosols, climate, and the hydrological cycle. Science 294:2119–2124

    Article  Google Scholar 

  • Räsänen TA, Koponen J, Lauri H et al (2012) Downstream hydrological impacts of hydropower development in the Upper Mekong Basin. Water Resour Manag 26(12):3495–3513

    Article  Google Scholar 

  • Refsgaard JC (1987) A methodology for distinguishing between the effects of human influence and climate variability on the hydrologic cycle. In: Proceedings of the Vancouver Symposium ‘The Influence of Climate Change Variability on the Hydrologic Regime and Water Resources’, IAHS, Publ. No. 168, Vancouver, and August 1987 pp. 557–570

  • Shadmani M, Marofi S, Roknian M (2012) Trend analysis in reference evapotranspiration using Mann-Kendall and spearman’s rho tests in arid regions of Iran. Water Resour Manag 26:211–224

    Article  Google Scholar 

  • Thiessen AH (1911) Precipitation averages for large areas. Mon Weather Rev 39(7):1082–1084

    Google Scholar 

  • Vörösmarty CJ, Green P, Salisbury J et al (2000) Global water resources: vulnerability from climate changes and population growth. Science 289:284–288

    Article  Google Scholar 

  • Wang WG, Shao QX, Yang T et al (2013) Quantitative assessment of the impact of climate variability and human activities on runoff changes: a case study in four catchments of the Haihe River basin, China. Hydrol Process 27(8):1158–1174

    Article  Google Scholar 

  • Xue Z, Liu JP, Ge Q (2011) Changes in hydrology and sediment delivery of the Mekong River in the last 50 years: connection to damming, monsoon, and ENSO. Earth Surf Proc Land 36:296–308

    Article  Google Scholar 

  • Yue S, Wang CY (2004) The Mann-Kendall test modified by effective sample size to detect trend in serially correlated hydrological series. Water Resour Manag 18(3):201–218

    Article  Google Scholar 

  • Zadeh MR, Amin S, Khalili D et al (2010) Daily outflow prediction by multi layer perceptron with logistic sigmoid and tangent sigmoid activation functions. Water Resour Manag 24(11):2673–2688

    Article  Google Scholar 

  • Zealand CM, Burn DH, Simonovic SP (1999) Short term streamflow forecasting using artificial neural networks. J Hydrol 214(1–4):32–48

    Article  Google Scholar 

  • Zhang AJ, Zhang C, Fu GB et al (2012) Assessments of impacts of climate change and human activities on runoff with SWAT for the Huifa River Basin, northeast China. Water Resour Manag 26(8):2199–2217

    Article  Google Scholar 

  • Zhao QH, Liu SL, Deng L et al (2013) Evaluating the influences of the Manwan dam and climate variability on the hydrology of the Lancang-Mekong River, Yunnan Province, Southwest China. J Hydrol Eng 18(10):1322–1330

    Article  Google Scholar 

  • Zhong HP, Wang JS (2010) Impacts from hydropower development of main stream on runoff of Lancangjiang River. Water Resour Hydropower Eng 41(12):72–74 (In Chinese)

    Google Scholar 

Download references

Acknowledgments

We thank the International Science & Technology Cooperation Program of China (No. 2011DFA72420), the National Science Foundation for Innovative Research Group (No. 51121003), the National Basic Research Program of China (No. 2013CB430402), and the National Natural Science Foundation of China (No. 51309012) for their financial support.

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Correspondence to ZhiFeng Yang.

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Tang, J., Yin, XA., Yang, P. et al. Assessment of Contributions of Climatic Variation and Human Activities to Streamflow Changes in the Lancang River, China. Water Resour Manage 28, 2953–2966 (2014). https://doi.org/10.1007/s11269-014-0648-5

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  • DOI: https://doi.org/10.1007/s11269-014-0648-5

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