Skip to main content

Advertisement

Log in

An ensemble analysis of climate change impacts on streamflow seasonality across 11 large river basins

  • Published:
Climatic Change Aims and scope Submit manuscript

Abstract

The paper investigates climate change impacts on streamflow seasonality for a set of eleven representative large river basins covering all continents and a wide range of climatic and physiographic settings. Based on an ensemble of nine regional hydrological models driven by climate projections derived from five global circulation models under four representative concentration pathways, we analyzed the median and range of projected changes in seasonal streamflow by the end of the twenty-first century and examined the uncertainty arising from the different members of the modelling chain. Climate change impacts on the timing of seasonal streamflow were found to be small except for two basins. In many basins, we found an acceleration of the existing seasonality pattern, i.e. high-flows are projected to increase and/or low-flows are projected to decrease. In some basins the hydrologic projections indicate opposite directions of change which cancel out in the ensemble median, i.e., no robust conclusions could be drawn. In the majority of the basins, differences in projected streamflow seasonality between the low emission pathway and the high emission pathway are small with the exception of four basins. For these basins our results allow conclusions on the potential benefits (or adverse effects) of avoided GHG emissions for the seasonal streamflow regime.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Addor N, Rössler O, Köplin N et al (2014) Robust changes and sources of uncertainty in the projected hydrological regimes of Swiss catchments. Water Resour Res 50:7541–7562. doi:10.1002/2014WR015549

  • Aich V, Liersch S, Vetter T et al (2014) Comparing impacts of climate change on streamflow in four large African river basins. Hydrol Earth Syst Sci 18:1305–1321. doi:10.5194/hess-18-1305-2014

    Article  Google Scholar 

  • Arnell NW, Gosling SN (2013) The impacts of climate change on river flow regimes at the global scale. J Hydrol. doi:10.1016/j.jhydrol.2013.02.010

    Google Scholar 

  • Arnell N, Lloyd-Hughes B (2014) The global-scale impacts of climate change on water resources and flooding under new climate and socio-economic scenarios. Clim Chang 122:127–140. doi:10.1007/s10584-013-0948-4

    Article  Google Scholar 

  • Arrigoni AS, Greenwood MC, Moore JN (2010) Relative impact of anthropogenic modifications versus climate change on the natural flow regimes of rivers in the northern Rocky Mountains, United States. Water Resour Res 46:W12542. doi:10.1029/2010WR009162

    Article  Google Scholar 

  • Beldring S, Engen-Skaugen T, Førland EJ, Roald LA (2008) Climate change impacts on hydrological processes in Norway based on two methods for transferring regional climate model results to meteorological station sites. Tellus, Ser A Dyn Meteorol Oceanogr 60 A:439–450. doi:10.1111/j.1600–0870.2008.00306.x

  • Biasutti M, Sobel AH (2009) Delayed Sahel rainfall and global seasonal cycle in a warmer climate. Geophys Res Lett. doi:10.1029/2009GL041303

    Google Scholar 

  • Bierkens MFP (2015) Global hydrology 2015: state, trends, and directions. Water Resour Res 51:4923–4947. doi:10.1002/2015WR017173

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Dettinger MD, Diaz HF (2000) Global characteristics of stream flow seasonality and variability. J Hydrometeorol 1:289–310. doi:10.1175/1525-7541(2000)001<0289:GCOSFS>2.0.CO;2

    Article  Google Scholar 

  • Döll P, Fiedler K, Zhang J (2009) Global-scale analysis of river flow alterations due to water withdrawals and reservoirs. Hydrol Earth Syst Sci 13:2413–2432. doi:10.5194/hessd-6-4773-2009

    Article  Google Scholar 

  • Gelfan A, Gustafsson D, Motovilov Y et al (2016) Climate change impact on water regime of great Arctic rivers: modeling and uncertainty issues. Clim Chang. doi:10.1007/s10584-016-1710-5

    Google Scholar 

  • Greuell W, Andersson JCM, Donnelly C et al (2015) Evaluation of five hydrological models across Europe and their suitability for making projections under climate change. Hydrol Earth Syst Sci Discuss 12:10289–10330. doi:10.5194/hessd-12-10289-2015

    Article  Google Scholar 

  • Grill G, Lehner B, Lumsdon AE et al (2015) An index-based framework for assessing patterns and trends in river fragmentation and flow regulation by global dams at multiple scales. Environ Res Lett 10:15001. doi:10.1088/1748-9326/10/1/015001

    Article  Google Scholar 

  • Haddeland I, Heinke J, Biemans H et al (2014) Global water resources affected by human interventions and climate change. Proc Natl Acad Sci U S A 111:3251–3256. doi:10.1073/pnas.1222475110

    Article  Google Scholar 

  • Hagemann S, Chen C, Clark DB et al (2013) Climate change impact on available water resources obtained using multiple global climate and hydrology models. Earth Syst Dyn 4:129–144. doi:10.5194/esd-4-129-2013

    Article  Google Scholar 

  • Hawkins E, Sutton R (2009) The potential to narrow uncertainty in regional climate predictions. Bull Am Meteorol Soc 90:1095–1107. doi:10.1175/2009BAMS2607.1

    Article  Google Scholar 

  • Hempel S, Frieler K, Warszawski L et al (2013) A trend-preserving bias correction &ndash; the ISI-MIP approach. Earth Syst Dynam 4:219–236. doi:10.5194/esd-4-219-2013

    Article  Google Scholar 

  • Huang S, Kumar R, Flörke M et al (2016) Evaluation of an ensemble of regional hydrological models in 12 large-scale river basins worldwide. Climatic Change. doi:10.1007/s10584-016-1841-8

  • Jung IW, Bae DH, Lee BJ (2013) Possible change in Korean streamflow seasonality based on multi-model climate projections. Hydrol Process 27:1033–1045. doi:10.1002/hyp.9215

    Article  Google Scholar 

  • Krylenko I, Motovilov Y, Antokhina E et al (2015) Physically-based distributed modelling of river runoff under changing climate conditions. IAHS Publ 368:156–161. doi:10.5194/piahs-368-156-2015

    Article  Google Scholar 

  • Lee J-Y, Wang B (2012) Future change of global monsoon in the CMIP5. Clim Dyn 42:101–119. doi:10.1007/s00382-012-1564-0

    Article  Google Scholar 

  • Menon A, Levermann A, Schewe J et al (2013) Consistent increase in Indian monsoon rainfall and its variability across CMIP-5 models. Earth Syst Dyn 4:287–300. doi:10.5194/esd-4-287-2013

    Article  Google Scholar 

  • Morán-Tejeda E, Lorenzo-Lacruz J, López-Moreno JI et al (2014) Streamflow timing of mountain rivers in Spain: recent changes and future projections. J Hydrol 517:1114–1127. doi:10.1016/j.jhydrol.2014.06.053

    Article  Google Scholar 

  • Patricola CM, Cook KH (2010) Sub-Saharan northern African climate at the end of the twenty-first century: forcing factors and climate change processes. Clim Dyn 37:1165–1188. doi:10.1007/s00382-010-0907-y

    Article  Google Scholar 

  • Patterson LA, Lutz B, Doyle MW (2013) Climate and direct human contributions to changes in mean annual streamflow in the South Atlantic, USA. Water Resour Res 49:7278–7291. doi:10.1002/2013WR014618

    Article  Google Scholar 

  • Prudhomme C, Giuntoli I, Robinson EL et al (2014) Hydrological droughts in the twenty-first century, hotspots and uncertainties from a global multimodel ensemble experiment. Proc Natl Acad Sci U S A 111:3262–3267. doi:10.1073/pnas.1222473110

    Article  Google Scholar 

  • Samaniego L, Kumar R, Breuer L et al (2016) Propagation of forcing and model uncertainties on to hydrological drought characteristics in a multi-model century-long experiment in large river basins. Climatic Change. doi:10.1007/s10584-016-1778-y

  • Schewe J, Heinke J, Gerten D et al (2014) Multimodel assessment of water scarcity under climate change. Proc Natl Acad Sci U S A 111:3245–3250. doi:10.1073/pnas.1222460110

    Article  Google Scholar 

  • Schneider C, Laizé CLR, Acreman MC, Flörke M (2013) How will climate change modify river flow regimes in Europe? Hydrol Earth Syst Sci 17:325–339. doi:10.5194/hess-17-325-2013

    Article  Google Scholar 

  • Vano JA, Nijssen B, Lettenmaier DP (2015) Seasonal hydrologic responses to climate change in the Pacific northwest. Water Resour Res 51:1959–1976. doi:10.1002/2014WR015909

    Article  Google Scholar 

  • Vetter T, Reinhardt J, Flörke M et al (2016) Evaluation of sources of uncertainty in projected hydrological changes under climate change in 12 large-scale river basins. Climatic Change. doi:10.1007/s10584-016-1794-y

  • Vetter T, Huang S, Aich V et al (2015) Multi-model climate impact assessment and intercomparison for three large-scale river basins on three continents. Earth Syst Dyn 6:17–43. doi:10.5194/esd-6-17-2015

    Article  Google Scholar 

  • Wada Y, Wisser D, Eisner S et al (2013) Multimodel projections and uncertainties of irrigation water demand under climate change. Geophys Res Lett 40:4626–4632. doi:10.1002/grl.50686

    Article  Google Scholar 

  • Walsh RP, Lawler DM (1981) Rainfall seasonality: description, spatial patterns and change through time. Weather 36:201–208. doi:10.1002/j.1477-8696.1981.tb05400.x

  • Wang D, Hejazi M (2011) Quantifying the relative contribution of the climate and direct human impacts on mean annual streamflow in the contiguous United States. Water Resour Res. doi:10.1029/2010WR010283

    Google Scholar 

  • Warszawski L, Frieler K, Huber V et al (2014) The inter-sectoral impact model intercomparison project (ISI-MIP): project framework. Proc Natl Acad Sci U S A 111:3228–3232. doi:10.1073/pnas.1312330110

    Article  Google Scholar 

Download references

Acknowledgments

This work has been conducted under the framework of ISI-MIP. The ISI-MIP Fast Track project was funded by the German Federal Ministry of Education and Research (BMBF) with project funding reference number 01LS1201A. Responsibility for the content of this publication lies with the authors. We acknowledge the World Climate Research Programme’s Working Group on Coupled Modelling, which is responsible for CMIP, and we thank the respective climate modelling groups for producing and making available their model output. We would like to thank all regional-scale water sector modellers who uploaded their modelling results to the ISI-MIP server. We also acknowledge the support of the Global Runoff Data Center. We thank two anonymous reviewers for their valuable suggestions that improved the manuscript significantly.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to S. Eisner.

Additional information

This article is part of a Special Issue on “Hydrological Model Intercomparison for Climate Impact Assessment” edited by Valentina Krysanova and Fred Hattermann.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Eisner, S., Flörke, M., Chamorro, A. et al. An ensemble analysis of climate change impacts on streamflow seasonality across 11 large river basins. Climatic Change 141, 401–417 (2017). https://doi.org/10.1007/s10584-016-1844-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10584-016-1844-5

Keywords

Navigation