Hydrological and climatic uncertainties associated with modeling the impact of climate change on water resources of small Mediterranean coastal rivers

Journal of Hydrology

Volumn 511, Issue , 2014, Pages 403-422

  Lespinas, Franck ^a,b   Ludwig, Wolfgang ^a   Heussner, Serge ^a  

^a UNIVERSITÉ DE PERPIGNAN   (France)

^b ENVIRONMENT CANADA   (Canada)

Author keywords

Climate change; Coastal Mediterranean Rivers; Hydrologic modelling; Water resources

Indexed keywords

EID: 84894349934     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2014.01.033     Document Type: Article

References (76)

1. Allen, R.G., Smith, M., Perrier, A., Pereira, L.S., 1998. Crop Evapotranspiration - Guidelines for Computing Crop Water Requirements. Irrigation and Drainage Paper No. 56. FAO, Rome, Italy, 300 pp.
2. Arnell N.W. Effects of IPCC SRES emissions scenarios on river runoff: a global perspective. Hydrol. Earth Syst. Sci. 2003, 7:619-641.
3. Arnell N.W., Reynard N.S. The effects of climate change due to global warming on rivers discharges in Great Britain. J. Hydrol. 1996, 183:397-424.
4. Arnell N.W. Uncertainty in the relationship between climate forcing and hydrological response in UK catchments. Hydrol. Earth Syst. Sci. 2011, 15(3):897-912. 10.5194/hess-15-897-2011.
5. Beniston M., Stephenson D.B., Christensen O.B., Ferro C.A.T., Frei C., Goyette S., Halsnaes K., Holt T., Jylhä K., Koffi B., Palutikof J., Schöll R., Semmler T., Woth K. Future extreme events in European climate: an exploration of regional climate model projections. Clim. Change 2007, 81:71-95.
6. Boberg F., Berg P., Thejll P., Gutowski W.J., Christensen J.H. Improved confidence in climate change projections of precipitation evaluated using daily statistics from the PRUDENCE ensemble. Clim. Dyn. 2009, 32:1097-1106. 10.1007/s00382-008-0446-y.
7. Boé J., Terray L., Martin E., Habets F. Projected changes in components of the hydrological cycle in French river basins during the 21st century. Water Resour. Res. 2009, 45:W08426.
8. Booij M.J. Impact of climate change on river flooding assessed with different spatial model resolutions. J. Hydrol. 2005, 303:176-198. 10.106/j.jhydrol.2004.07.013.
9. Bormann H. Sensitivity analysis of 18 different potential evapotranspiration models to observed climatic change at German climate stations. Clim. Change 2011, 104:729-753.
10. Brigode P., Oudin L., Perrin C. Hydrological model parameter instability: a source of additional uncertainty in estimating the hydrological impacts of climate change?. J. Hydrol. 2013, 476:410-425.
11. Buonomo E., Jones R., Huntingford C., Hannaford J. On the robustness of changes in extreme precipitation over Europe from two high resolution climate change simulations. Q.J.R. Meteorol. Soc. 2007, 133:65-81.
12. Caballero Y., Voirin-Morel S., Habets F., Noilhan J., LeMoigne P., Lehenaff A., Boone A. Hydrological sensitivity of the Adour-Garonne river basin to climate change. Water Resour. Res. 2007, 43:WO7448. 10.1029/2005WR004192.
13. Chen J., Brissette F.P., Poulin A., Leconte R. Overall uncertainty study of the hydrological impacts of climate change for a Canadian watershed. Water Resour. Res. 2011, 47(W12509):2011. 10.1029/2011WR010602.
14. Christensen J.H., Christensen O.B. A summary of the PRUDENCE model projections of changes in European climate by the end of the century. Clim. Change 2007, 81:7-30.
15. Christensen J.H., Hewitson B., Busuoic A., Chen A., Gao X., Held I., Jones R., Kolli R.K., Kwon W.-T., Laprise R., Magaña Rueda V., Mearns L., Menèndez C.G., Raïsanen J., Rinke A., Sarr A., Whetton P. Regional climate projections. Climate Change 2007: The Physical Science Basis? Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change 2007, Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA. S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt, M. Tignor, H.L. Miller (Eds.).
16. Coron L., Andréassian V., Perrin C., Lerat J., Vaze J., Bourqui M., Hendrickx F. Crash testing hydrological models in contrasted climate conditions: an experiment on 216 Australian catchments. Water Resour. Res. 2012, 10.1029/2011WR011721.
17. Déqué M., Rowell D.P., Lüthi D., Giorgi F., Christensen J.H., Rockel B., Jacob D., Kjellström E., de Castro M., van den Hurk B. An intercomparison of regional climate simulations for Europe: assessing uncertainties in model projections. Clim. Change 2007, 81:53-70.
18. DIREN - Direction Régionale de l'Environnement, 2004. Atlas des zones inondables du bassin versant de l'Orb: Méthode hydrogéomorphique. <> (accessed 08.08.13). http://irlr-app.dreal-languedoc-roussillon.fr/addsd/zi/hydrogeomorphologie/orb/CDROM/RapportORB.pdf.
19. Döll P. Impact of climate change and variability on irrigation requirements: a global perspective. Clim. Change 2002, 54:269-293.
20. Edijatno, Nascimento Z., Yang X., Makhlouf Z., Michel C. GR3J: a daily watershed model with three free parameters. Hydrol. Sci. J. 1999, 44(2):263-278.
21. Elguindi N., Somot S., Déqué M., Ludwig W. Climate change evolution of the hydrological balance of the Mediterranean, Black and Caspian Seas: impact of model resolution. Clim. Dyn. 2011, 36(1-2):205-228. 10.1007/s00382-009-0715-4.
22. Folton, N., Lavabre, J., 2004. Estimations des débits de référence d'étiage. Application aux régions Limousin, RhÔne-Alpes, Languedoc-Roussillon, Provence-Alpes-CÔte-d'Azur, Corse, Auvergne et département de l'Aveyron. Rapport interne CEMAGREF. 42 p.
23. Garcia-Esteves G., Ludwig W., Kerhervé P., Probst J.L., Lespinas F. Predicting the impact of land use on the major element and nutrient fluxes in coastal Mediterranean rivers: the case of the Têt River. Appl. Geochem. 2007, 22(1):230-248.
24. Giorgi F., Bi X., Pal J. Mean interannual variability and trends in a regional climate change experiment over Europe. II Climate change scenarios (2071-2100). Clim. Dyn. 2004, 23:839-858.
25. Giorgi F. Climate change hot-spots. Geophys. Res. Lett. 2006, 33:L08707. 10.1029/2006GL025734.
26. Giorgi F., Lionello P. Climate change projections for the Mediterranean region. Global Planet. Change 2007, 63:90-104. 10.1016/j.glopacha.2007.09.005.
27. Gosling S.N., Arnell N.W. Simulating current global river runoff with a global hydrological model: model revisions, validation, and sensitivity analysis. Hydrol. Processes 2011, 25:1129-1145.
28. Hamon, W.R., 1961. Estimating potential evaporation. In: Divisions, J.o.H. (Ed.), Proceedings of the American Society of Civil Engineers, pp. 107-120.
29. IFEN (Institut Français de l'Environnement), 2007. <>. http://www.ifen.fr/.
30. IPCC, 2007. In: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K.B., Tignor, M., Miller, H.L. (Eds.), Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 996 pp.
31. Jarvis, A., Reuter, H.I., Nelson, A., Guevara, E., 2006. Hole-filled seamless SRTM data v3. International Centre for Tropical Agriculture (CIAT). <>. http://www.srtm.csi.cgiar.org.
32. Jensen, M.E., Burman, R.D., Allen, R.G., 1990. Evapotranspiration and Water Requirements. ASCE Manual 70. New York, USA, 332 pp.
33. Jensen M.E., Haise H.R. Estimating evapotranspiration from solar radiation. J. Irrig. Drain. Div., ASCE 1963, 89(LR4):15-41.
34. Jiang T., Chen Y.D., Xu C., Chen X., Chen X., Singh V.P. Comparison of hydrological impacts of climate change simulated by six hydrological models in the Dongjiang Basin, South China. J. Hydrol. 2007, 336. 10.106/j.jhydrol.2004.07.013.
35. Kamga F.M. Impact of greenhouse gas induced climate change on the runoff of the Uppe Benue River (Cameroon). J. Hydrol. 2001, 252:145-156.
36. Kay A.L., Davies H.N. Calculating potential evaporation from climate model data: a source of uncertainty for hydrological climate change impacts. J. Hydrol. 2008, 358:221-239.
37. Kendall M.G. Rank Correlation Measures 1975, Charles Griffin, London, 202 p.
38. Klemeš V. Operational testing of hydrological simulation models. Hydrol. Sci. J. 1986, 31:13-24.
39. Lavabre J., Arnaud P., Masson J.M., Folton N. Apport de la modélisation pluie en débit pour la connaissance de la ressource en eau et la prédétermination des crues. La Houille Blanche 1999, 3:67-71.
40. Lavabre J., Folton N., Fouchier C. Connaissance régionale de la ressource en eau de surface: application au quart sud-est français. Hydrology of mediterranean and semi-arid regions. IAHS Publ. 2002, 278:94-100.
41. Lehner B., Döll P., Alcamo J., Henrichs T., Kaspar F. Estimating the impact of global change on flood and drought risks in Europe: a continental, integrated analysis. Clim. Change 2006, 75:273-299.
42. Lespinas, F., 2008. Impacts du changement climatique sur l'hydrologie des fleuves cÔtiers du Languedoc-Roussillon. Thèse de doctorat, Université de Perpignan Via Domitia, pp. 334.
43. Lespinas F., Ludwig W., Heussner S. Impact of recent climate change on the hydrology of coastal Mediterranean rivers in Southern France. Clim. Change 2009, 10.1007/s10584-009-9668-1.
44. Liquete C., Arnau P., Canals M., Colas S. Mediterranean river systems of Andalusia, southern Spain, and associated deltas: a source to sink approach. Mar. Geol. 2005, 222-223:471-495.
45. Lòpez-Moreno J.I., Goyette S., Beniston M. Climate change predictions over complex areas: spatial variability of uncertainties and predictions over the Pyrenees from a set of regional climate models. Int. J. Climatol. 2007, 10.1002/joc. 1645.
46. Lòpez-Moreno J.I., Beniston M., García-Ruiz J.M. Environmental change and water management in the Pyrenees: facts and future perspectives for Mediterranean mountains. Global Planet. Change 2008, 61:300-312.
47. Ludwig, W., Meybeck, M., Abousamra, F., 2003. Riverine transport of water, sediments, and pollutants to the Mediterranean Sea. UNEP MAP Technical Report Series 141. UNEP/MAP 4, Athens, p. 111.
48. Ludwig W., Serrat P., Cesmat L., Garcia-Esteves J. Evaluating the impact of recent temperature increase on the hydrology of the Têt River (Southern France). J. Hydrol. 2004, 289:204-221.
49. Ludwig W., Dumont E., Meybeck M., Heussner S. Rivers discharges of water and nutrients supply to the Mediterranean and Black Sea: major drivers for ecosystem changes during past and future decades?. Prog. Oceanogr. 2009, 80(3-4):199-217.
50. Ludwig W., Lespinas F., Dumont E., Bouwman L. Past and future trends in the river discharges of water and nutrients to the Mediterranean and Black Seas. Global Biogeochem. Cycles 2010, 24:GBOA13. 10.1029/2009GB003594.
51. Mann H.B. Non-parametric tests against trend. Econometrica 1945, 13:245-259.
52. Makhlouf Z., Michel C. A two-parameter monthly water balance model for French watersheds. J. Hydrol. 1994, 162:299-318.
53. Mahé G., Paturel J.E., Servat E., Conway D., Dezetter A. The impact of land-use change on the water holding capacity and river discharge modelling in the Nakambe River, Burkina Faso. J. Hydrol. 2005, 300:33-43.
54. McGuinness, J.L., Bordne, E.F., 1972. A comparison of lysimeter-derived potential evapotranspiration with computed values. Technical Bulletin 1452, Agriculture Research Service, US Department of Agriculture, Washington, DC.
55. Merz R., Parajka J., Blöschl G. Time stability of catchment model parameters: implications for climate impact analyses. Water Resour. Res. 2011, 47(W02531):2011. 10.1029/2010WR009505.
56. Milliman J.D. Delivery and fate of fluvial water and sediment to the sea: a marine geologist's view of European rivers. Scientia Marina 2001, 65(2):121-132.
57. Milly P.C.D., Dunne K.A., Vecchia A.V. Global patterns of trends in streamdischarge and water availability in a changing climate. Nature 2005, 438:347-350.
58. Mouelhi S., Michel C., Perrin C., Andréassian V. Stepwise development of a two-parameter monthly water balance model. J. Hydrol. 2006, 318:200-214.
59. Special Report on Emissions Scenarios. A Special Report of Working Group III of the Intergovernmental Panel on Climate Change 2000, 599. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA. N. Nakićenović, R. Swart (Eds.).
60. Nash J.E., Sutcliffe J.V. River discharge forecasting through conceptual models. Part I - a discussion of principles. J. Hydrol. 1970, 10:282-290.
61. Niel H., Paturel J.E., Servat E. Study of parameter stability of a lumped hydrological model in a context of climatic variability. J. Hydrol. 2003, 278:213-230.
62. Oudin L., Hervieu F., Michel C., Perrin C., Andréassian V., Anctil F., Loumagne C. Which potential evapotranspiration input for a lumped precipitation-runoff model? Part II - Towards a simple and efficient model potential evapotranspiration model for precipitation-runoff modelling. J. Hydrol. 2005, 303:290-306.
63. Oudin L., Andréassian V., Mathevet T., Perrin C., Michel C. Dynamic averaging of rainfall-runoff model simulations from complementary model parametrizations. Water Resour. Res. 2006, 43:WO7410.
64. Parmele L.H. Errors in output of hydrological models due to errors in input potential evapotranspiration. Water Resour. Res. 1972, 3(2):348-359.
65. Paturel J.E., Servat E., Vassiliadis A. Sensitivity of conceptual precipitation-runoff algorithms to errors in input data - case of the GR2M model. J. Hydrol. 1995, 168:11-25.
66. Perrin C., Michel C., Andréassian V. Does a large number of parameters enhance model performance? Comparative assessment of common catchment model structures on 429 catchments. J. Hydrol. 2001, 242:275-301.
67. Perrin C., Michel C., Andréassian V. Improvement of a parsimonious model for streamdischarge simulation. J. Hydrol. 2003, 279:275-289.
68. Quintana Segui P., Ribes A., Martin E., Habets F., Boe J. Comparison of three downscaling methods in simulating the impact of climate change on the hydrology of Mediterranean basins. J. Hydrol. 2010, 383:111-124.
69. Raïsanen U., Hanson J., Ullerstig U., Doscher A., Graham R., Jones L., Meier C., Samuelson H.E.M., Willen P. European climate in the late twenty-first century: regional simulations with two driving global models and two forcing scenarios. Clim. Dyn. 2004, 22:13-32.
70. Teng J., Vaze J., Chiew F.H.S., Wang B., Perraud J.M. Estimating the relative uncertainties sourced from GCMs and hydrological models in modeling climate change impact on runoff. J. Hydrometeorol. 2012, 13(1):122-139. 10.1175/JHM-D-11-058.1.
71. Thornthwaite C.W. An approach towards a rational classification of climate. Geogr. Rev. 1948, 38:55-94.
72. Vaze J., Post D.A., Chiew F.H.S., Perraud J.M., Viney N.R., Teng J. Climate non-stationarity - validity of calibrated rainfall-runoff models for use in climate change studies. J. Hydrol. 2010, 394(3-4):447-457. 16/j.jhydrol.2010.09.018.
73. Vos N.J.de, Rientjes T.H.M., Gupta H.V. Diagnostic evaluation of conceptual rainfall-runoff models using temporal clustering. Hydrol. Process. 2010, 24(20):2840-2850. 10.1002/hyp.7698.
74. Wagener T., McIntyre N., Lees M.J., Wheater H.S., Gupta H.V. Towards reduced uncertainty in conceptual rainfall-runoff modeling: Dynamic identifiability analysis. Hydrol. Processes 2003, 17:455-476.
75. Wilby R.L., Harris I. A framework for assessing the uncertainties in climate change impacts: low-flow scenarios for the River Thames, UK. Water Resour. Res. 2006, 42(2):W02419. 200610.1029/2005WR004065.
76. Xu C.Y., Singh V.P. Cross comparison of empirical equations for calculating potential evapotranspiration with data from Switzerland. Water Resour. Manage 2002, 16(3):197-219.