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Volumn 19, Issue 6, 2015, Pages 2859-2879

Towards observation-based gridded runoff estimates for Europe

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CATCHMENTS; LEARNING SYSTEMS; STREAM FLOW;

EID: 84934892108     PISSN: 10275606     EISSN: 16077938     Source Type: Journal    
DOI: 10.5194/hess-19-2859-2015     Document Type: Article
Times cited : (36)

References (105)
  • 1
    • 0028974860 scopus 로고
    • Grid mapping of river discharge
    • Arnell, N. W.: Grid mapping of river discharge, J. Hydrol., 167, 39-56, doi:10.1016/0022-1694(94)02626-M, 1995.
    • (1995) J. Hydrol. , vol.167 , pp. 39-56
    • Arnell, N.W.1
  • 2
    • 38949125092 scopus 로고    scopus 로고
    • TURNER REVIEW No. 15. "Breathing" of the terrestrial biosphere: Lessons learned from a global network of carbon dioxide flux measurement systems
    • Baldocchi, D.: TURNER REVIEW No. 15. "Breathing" of the terrestrial biosphere: lessons learned from a global network of carbon dioxide flux measurement systems, Aust. J. Bot., 56, 1-26, doi:10.1071/BT07151, 2008.
    • (2008) Aust. J. Bot. , vol.56 , pp. 1-26
    • Baldocchi, D.1
  • 5
    • 0018441920 scopus 로고
    • A physically based, variable contributing area model of basin hydrology
    • Beven, K. J. and Kirkby, M. J.: A physically based, variable contributing area model of basin hydrology, Hydrolog. Sci. J., 24, 43-69, doi:10.1080/02626667909491834, 1979.
    • (1979) Hydrolog. Sci. J. , vol.24 , pp. 43-69
    • Beven, K.J.1    Kirkby, M.J.2
  • 10
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman, L.: Random Forests, Mach. Learn., 45, 5-32, doi:10.1023/A:1010933404324, 2001.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 11
    • 71449092799 scopus 로고    scopus 로고
    • Wet and dry summers in Europe since 1750: Evidence of increasing drought
    • Briffa, K. R., van der Schrier, G., and Jones, P. D.: Wet and dry summers in Europe since 1750: evidence of increasing drought, Int. J. Clim., 29, 1894-1905, doi:10.1002/joc.1836, 2009.
    • (2009) Int. J. Clim. , vol.29 , pp. 1894-1905
    • Briffa, K.R.1    Van Der Schrier, G.2    Jones, P.D.3
  • 13
    • 84860109565 scopus 로고    scopus 로고
    • Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products
    • Crow, W. T., Berg, A. A., Cosh, M. H., Loew, A., Mohanty, B. P., Panciera, R., de Rosnay, P., Ryu, D., and Walker, J. P.: Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products, Rev. Geophys., 50, RG2002, doi:10.1029/2011RG000372, 2012.
    • (2012) Rev. Geophys. , vol.50
    • Crow, W.T.1    Berg, A.A.2    Cosh, M.H.3    Loew, A.4    Mohanty, B.P.5    Panciera, R.6    De Rosnay, P.7    Ryu, D.8    Walker, J.P.9
  • 14
    • 59749087124 scopus 로고    scopus 로고
    • Global Soil Moisture Patterns Observed by Space Borne Microwave Radiometers and Scatterometers
    • de Jeu, R., Wagner, W., Holmes, T., Dolman, A., van de Giesen, N., and Friesen, J.: Global Soil Moisture Patterns Observed by Space Borne Microwave Radiometers and Scatterometers, Surv. Geophys., 29, 399-420, doi:10.1007/s10712-008-9044-0, 10.1007/s10712-008-9044-0, 2008.
    • (2008) Surv. Geophys. , vol.29 , pp. 399-420
    • De Jeu, R.1    Wagner, W.2    Holmes, T.3    Dolman, A.4    Van De Giesen, N.5    Friesen, J.6
  • 15
    • 84901999794 scopus 로고    scopus 로고
    • Statistical prediction of terrestrial water storage changes in the Amazon Basin using tropical Pacific and North Atlantic sea surface temperature anomalies
    • de Linage, C., Famiglietti, J. S., and Randerson, J. T.: Statistical prediction of terrestrial water storage changes in the Amazon Basin using tropical Pacific and North Atlantic sea surface temperature anomalies, Hydrol. Earth Syst. Sci., 18, 2089-2102, doi:10.5194/hess-18-2089-2014, 2014.
    • (2014) Hydrol. Earth Syst. Sci. , vol.18 , pp. 2089-2102
    • De Linage, C.1    Famiglietti, J.S.2    Randerson, J.T.3
  • 16
    • 0034349594 scopus 로고    scopus 로고
    • Global Characteristics of Stream Flow Seasonality and Variability
    • Dettinger, M. and Diaz, H.: 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, 2000.
    • (2000) J. Hydrometeorol. , vol.1 , pp. 289-310
    • Dettinger, M.1    Diaz, H.2
  • 17
    • 33750995278 scopus 로고    scopus 로고
    • GSWP-2: Multimodel Analysis and Implications for Our Perception of the Land Surface
    • Dirmeyer, P. A., Gao, X., Zhao, M., Guo, Z., Oki, T., and Hanasaki, N.: GSWP-2: Multimodel Analysis and Implications for Our Perception of the Land Surface, B. Am. Meteorol. Soc., 87, 1381-1397, doi:10.1175/BAMS-87-10-1381, 2006.
    • (2006) B. Am. Meteorol. Soc. , vol.87 , pp. 1381-1397
    • Dirmeyer, P.A.1    Gao, X.2    Zhao, M.3    Guo, Z.4    Oki, T.5    Hanasaki, N.6
  • 18
    • 74049149143 scopus 로고    scopus 로고
    • Global-scale analysis of river flow alterations due to water withdrawals and reservoirs
    • Döll, P., Fiedler, K., and Zhang, J.: Global-scale analysis of river flow alterations due to water withdrawals and reservoirs, Hydrol. Earth Syst. Sci., 13, 2413-2432, doi:10.5194/hess-13-2413-2009, 2009.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , pp. 2413-2432
    • Döll, P.1    Fiedler, K.2    Zhang, J.3
  • 21
    • 0033789233 scopus 로고    scopus 로고
    • Temporal and spatial scales of observed soil moisture variations in the extratropics
    • Entin, J. K., Robock, A., Vinnikov, K. Y., Hollinger, S. E., Liu, S., and Namkhai, A.: Temporal and spatial scales of observed soil moisture variations in the extratropics, J. Geophys. Res., 105, 865-877, doi:10.1029/2000JD900051, 2000.
    • (2000) J. Geophys. Res. , vol.105 , pp. 865-877
    • Entin, J.K.1    Robock, A.2    Vinnikov, K.Y.3    Hollinger, S.E.4    Liu, S.5    Namkhai, A.6
  • 22
    • 84878940540 scopus 로고    scopus 로고
    • Water in the Balance
    • Famiglietti, J. S. and Rodell, M.: Water in the Balance, Science, 340, 1300-1301, doi:10.1126/science.1236460, 2013.
    • (2013) Science , vol.340 , pp. 1300-1301
    • Famiglietti, J.S.1    Rodell, M.2
  • 24
    • 84941238727 scopus 로고    scopus 로고
    • ISLSCP II UNH/GRDC Composite Monthly Runoff
    • edited by Hall, I., G., F., Collatz, G., Meeson, B., Los, S., de Colstoun, E. B., and Landis, D., Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, USA
    • Fekete, B., Maurer, T., and Vörösmarty, C. J.: ISLSCP II UNH/GRDC Composite Monthly Runoff, in: ISLSCP Initiative II Collection. Data set, edited by Hall, I., G., F., Collatz, G., Meeson, B., Los, S., de Colstoun, E. B., and Landis, D., Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, USA, doi:10.3334/ORNLDAAC/994, 2011.
    • (2011) ISLSCP Initiative II Collection. Data Set
    • Fekete, B.1    Maurer, T.2    Vörösmarty, C.J.3
  • 25
    • 0036770916 scopus 로고    scopus 로고
    • High-resolution fields of global runoff combining observed river discharge and simulated water balances
    • Fekete, B. M., Vörösmarty, C. J., and Grabs, W.: High-resolution fields of global runoff combining observed river discharge and simulated water balances, Global Biogeochem. Cy., 16, 1042, doi:10.1029/1999GB001254, 2002.
    • (2002) Global Biogeochem. Cy. , vol.16 , pp. 1042
    • Fekete, B.M.1    Vörösmarty, C.J.2    Grabs, W.3
  • 26
    • 84871192785 scopus 로고    scopus 로고
    • Rationale for Monitoring Discharge on the Ground
    • Fekete, B. M., Looser, U., Pietroniro, A., and Robarts, R. D.: Rationale for Monitoring Discharge on the Ground, J. Hydrometeorol., 13, 1977-1986, doi:10.1175/JHM-D-11-0126.1, 2012.
    • (2012) J. Hydrometeorol. , vol.13 , pp. 1977-1986
    • Fekete, B.M.1    Looser, U.2    Pietroniro, A.3    Robarts, R.D.4
  • 31
    • 79951478599 scopus 로고    scopus 로고
    • Spatial cross-correlation patterns of European low, mean and high flows
    • Gudmundsson, L., Tallaksen, L. M., and Stahl, K.: Spatial cross-correlation patterns of European low, mean and high flows, Hydrol. Process., 25, 1034-1045, doi:10.1002/hyp.7807, 2011a.
    • (2011) Hydrol. Process. , vol.25 , pp. 1034-1045
    • Gudmundsson, L.1    Tallaksen, L.M.2    Stahl, K.3
  • 34
    • 84868619345 scopus 로고    scopus 로고
    • Evaluation of nine large-scale hydrological models with respect to the seasonal runoff climatology in Europe
    • Gudmundsson, L., Wagener, T., Tallaksen, L. M., and Engeland, K.: Evaluation of nine large-scale hydrological models with respect to the seasonal runoff climatology in Europe, Water Resour. Res., 48, W11504, doi:10.1029/2011WR010911, 2012b.
    • (2012) Water Resour. Res. , vol.48
    • Gudmundsson, L.1    Wagener, T.2    Tallaksen, L.M.3    Engeland, K.4
  • 35
    • 84921638600 scopus 로고    scopus 로고
    • Predicting above normal wildfire activity in southern Europe as a function of meteorological drought
    • Gudmundsson, L., Rego, F. C., Rocha, M., and Seneviratne, S. I.: Predicting above normal wildfire activity in southern Europe as a function of meteorological drought, Environ. Res. Lett., 9, 084008, doi:10.1088/1748-9326/9/8/084008, 2014.
    • (2014) Environ. Res. Lett. , vol.9
    • Gudmundsson, L.1    Rego, F.C.2    Rocha, M.3    Seneviratne, S.I.4
  • 36
    • 84871922928 scopus 로고    scopus 로고
    • Impact of soil map specifications for European climate simulations
    • Guillod, B., Davin, E., Kündig, C., Smiatek, G., and Seneviratne, S. I.: Impact of soil map specifications for European climate simulations, Clim. Dynam., 40, 123-141, doi:10.1007/s00382-012-1395-z, 2013.
    • (2013) Clim. Dynam. , vol.40 , pp. 123-141
    • Guillod, B.1    Davin, E.2    Kündig, C.3    Smiatek, G.4    Seneviratne, S.I.5
  • 38
    • 84870828359 scopus 로고    scopus 로고
    • Effects of climate model radiation, humidity and wind estimates on hydrological simulations
    • Haddeland, I., Heinke, J., Voß, F., Eisner, S., Chen, C., Hagemann, S., and Ludwig, F.: Effects of climate model radiation, humidity and wind estimates on hydrological simulations, Hydrol. Earth Syst. Sci., 16, 305-318, doi:10.5194/hess-16-305-2012, 2012.
    • (2012) Hydrol. Earth Syst. Sci. , vol.16 , pp. 305-318
    • Haddeland, I.1    Heinke, J.2    Voß, F.3    Eisner, S.4    Chen, C.5    Hagemann, S.6    Ludwig, F.7
  • 40
    • 0003684449 scopus 로고    scopus 로고
    • The Elements of Statistical Learning - Data Mining, Inference, and Prediction, Second Edition
    • Springer, 2 Edn.
    • Hastie, T., Tibshirani, R., and Friedman, J. H.: The Elements of Statistical Learning - Data Mining, Inference, and Prediction, Second Edition, Springer Series in Statistics, Springer, 2 Edn., 2009.
    • (2009) Springer Series in Statistics
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.H.3
  • 41
    • 0004292312 scopus 로고
    • Time series modelling of water resources and environmental systems
    • Elsevier
    • Hipel, K. and McLeod, A.: Time series modelling of water resources and environmental systems, Vol. 45 of Developments in Water Science, Elsevier, 1994.
    • (1994) Developments in Water Science , vol.45
    • Hipel, K.1    McLeod, A.2
  • 42
    • 33645538867 scopus 로고    scopus 로고
    • Seasonal Variations in Terrestrial Water Storage for Major Midlatitude River Basins
    • Hirschi, M., Seneviratne, S. I., and Schär, C.: Seasonal Variations in Terrestrial Water Storage for Major Midlatitude River Basins, J. Hydrometeorol., 7, 39-60, doi:10.1175/JHM480.1, 2006.
    • (2006) J. Hydrometeorol. , vol.7 , pp. 39-60
    • Hirschi, M.1    Seneviratne, S.I.2    Schär, C.3
  • 43
    • 84934437271 scopus 로고    scopus 로고
    • Using remotely sensed soil moisture for land-atmosphere coupling diagnostics: The role of surface vs. root-zone soil moisture variability
    • Hirschi, M., Mueller, B., and Seneviratne, S. I.: Using remotely sensed soil moisture for land-atmosphere coupling diagnostics: The role of surface vs. root-zone soil moisture variability, Remote Sens. Environ., 154, 246-252, doi:10.1016/j.rse.2014.08.030, 2014.
    • (2014) Remote Sens. Environ. , vol.154 , pp. 246-252
    • Hirschi, M.1    Mueller, B.2    Seneviratne, S.I.3
  • 44
    • 84864530660 scopus 로고    scopus 로고
    • Drought indicators based on model-assimilated Gravity Recovery and Climate Experiment (GRACE) terrestrial water storage observations
    • Houborg, R., Rodell, M., Li, B., Reichle, R., and Zaitchik, B. F.: Drought indicators based on model-assimilated Gravity Recovery and Climate Experiment (GRACE) terrestrial water storage observations, Water Resour. Res., 48, W07525, doi:10.1029/2011WR011291, 2012.
    • (2012) Water Resour. Res. , vol.48
    • Houborg, R.1    Rodell, M.2    Li, B.3    Reichle, R.4    Zaitchik, B.F.5
  • 46
    • 77953589394 scopus 로고    scopus 로고
    • Towards global empirical upscaling of FLUXNET eddy covariance observations: Validation of a model tree ensemble approach using a biosphere model
    • Jung, M., Reichstein, M., and Bondeau, A.: Towards global empirical upscaling of FLUXNET eddy covariance observations: validation of a model tree ensemble approach using a biosphere model, Biogeosciences, 6, 2001-2013, doi:10.5194/bg-6-2001-2009, 2009.
    • (2009) Biogeosciences , vol.6 , pp. 2001-2013
    • Jung, M.1    Reichstein, M.2    Bondeau, A.3
  • 51
    • 49749141509 scopus 로고    scopus 로고
    • Mapping and attribution of change in streamflow in the coterminous United States
    • Krakauer, N. Y. and Fung, I.: Mapping and attribution of change in streamflow in the coterminous United States, Hydrol. Earth Syst. Sci., 12, 1111-1120, doi:10.5194/hess-12-1111-2008, 2008.
    • (2008) Hydrol. Earth Syst. Sci. , vol.12 , pp. 1111-1120
    • Krakauer, N.Y.1    Fung, I.2
  • 52
    • 84883698414 scopus 로고    scopus 로고
    • Toward computationally efficient large-scale hydrologic predictions with a multiscale regionalization scheme
    • Kumar, R., Livneh, B., and Samaniego, L.: Toward computationally efficient large-scale hydrologic predictions with a multiscale regionalization scheme, Water Resour. Res., 49, 5700-5714, doi:10.1002/wrcr.20431, 2013.
    • (2013) Water Resour. Res. , vol.49 , pp. 5700-5714
    • Kumar, R.1    Livneh, B.2    Samaniego, L.3
  • 53
    • 84886752313 scopus 로고    scopus 로고
    • Spatial Prediction of Stream Temperatures Using Top-Kriging with an External Drift
    • Laaha, G., Skøien, J. O., Nobilis, F., and Bløschl, G.: Spatial Prediction of Stream Temperatures Using Top-Kriging with an External Drift, Environ. Model. Assess., 18, 671-683, doi:10.1007/s10666-013-9373-3, 2013.
    • (2013) Environ. Model. Assess. , vol.18 , pp. 671-683
    • Laaha, G.1    Skøien, J.O.2    Nobilis, F.3    Bløschl, G.4
  • 54
    • 84860615114 scopus 로고    scopus 로고
    • Accuracy of scaled GRACE terrestrial water storage estimates
    • Landerer, F. W. and Swenson, S. C.: Accuracy of scaled GRACE terrestrial water storage estimates, Water Resour. Res., 48, W04531, doi:10.1029/2011WR011453, 2012.
    • (2012) Water Resour. Res. , vol.48
    • Landerer, F.W.1    Swenson, S.C.2
  • 56
    • 0345040873 scopus 로고    scopus 로고
    • Classification and Regression by random-Forest
    • Liaw, A. and Wiener, M.: Classification and Regression by random-Forest, R News, 2, 18-22, 2002.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 57
    • 84884859503 scopus 로고    scopus 로고
    • Potential and limitations of multidecadal satellite soil moisture observations for selected climate model evaluation studies
    • Loew, A., Stacke, T., Dorigo, W., de Jeu, R., and Hagemann, S.: Potential and limitations of multidecadal satellite soil moisture observations for selected climate model evaluation studies, Hydrol. Earth Syst. Sci., 17, 3523-3542, doi:10.5194/hess-17-3523-2013, 2013.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , pp. 3523-3542
    • Loew, A.1    Stacke, T.2    Dorigo, W.3    De Jeu, R.4    Hagemann, S.5
  • 58
    • 84935017737 scopus 로고    scopus 로고
    • Optimal Deseasonalization for Monthly and Daily Geophysical Time Series
    • available at last access: 06 June 2015
    • McLeod, A. I. and Gweon, H.: Optimal Deseasonalization for Monthly and Daily Geophysical Time Series, Journal of Environmentl Statistics, 4, available at: http://www.jenvstat.org/v04/i11/ (last access: 06 June 2015), 2013.
    • (2013) Journal of Environmentl Statistics , vol.4
    • McLeod, A.I.1    Gweon, H.2
  • 59
    • 79952030057 scopus 로고    scopus 로고
    • Time stability of catchment model parameters: Implications for climate impact analyses
    • Merz, R., Parajka, J., and Blöschl, G.: Time stability of catchment model parameters: Implications for climate impact analyses, Water Resour. Res., 47, W02531, doi:10.1029/2010WR009505, 2011.
    • (2011) Water Resour. Res. , vol.47
    • Merz, R.1    Parajka, J.2    Blöschl, G.3
  • 61
    • 84864224050 scopus 로고    scopus 로고
    • A new perspective on the spatio-temporal variability of soil moisture: Temporal dynamics versus time-invariant contributions
    • Mittelbach, H. and Seneviratne, S. I.: A new perspective on the spatio-temporal variability of soil moisture: temporal dynamics versus time-invariant contributions, Hydrol. Earth Syst. Sci., 16, 2169-2179, doi:10.5194/hess-16-2169-2012, 2012.
    • (2012) Hydrol. Earth Syst. Sci. , vol.16 , pp. 2169-2179
    • Mittelbach, H.1    Seneviratne, S.I.2
  • 62
    • 76549254593 scopus 로고
    • Notes on Continuous Stochastic Phenomena
    • Moran, P. A. P.: Notes on Continuous Stochastic Phenomena, Biometrika, 37, 17-23, 1950.
    • (1950) Biometrika , vol.37 , pp. 17-23
    • Moran, P.A.P.1
  • 63
    • 84864509672 scopus 로고    scopus 로고
    • Hot days induced by precipitation deficits at the global scale
    • Mueller, B. and Seneviratne, S. I.: Hot days induced by precipitation deficits at the global scale, P. Natl. Acad. Sci., 109, 12398-12403, doi:10.1073/pnas.1204330109, 2012.
    • (2012) P. Natl. Acad. Sci. , vol.109 , pp. 12398-12403
    • Mueller, B.1    Seneviratne, S.I.2
  • 64
    • 79952687007 scopus 로고    scopus 로고
    • New diagnostic estimates of variations in terrestrial water storage based on ERA-Interim data
    • Mueller, B., Hirschi, M., and Seneviratne, S. I.: New diagnostic estimates of variations in terrestrial water storage based on ERA-Interim data, Hydrol. Process., 25, 996-1008, doi:10.1002/hyp.7652, 2011a.
    • (2011) Hydrol. Process. , vol.25 , pp. 996-1008
    • Mueller, B.1    Hirschi, M.2    Seneviratne, S.I.3
  • 67
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models part I - A discussion of principles
    • Nash, J. E. and Sutcliffe, J. V.: River flow forecasting through conceptual models part I - A discussion of principles, J. Hydrol., 10, 282-290, doi:10.1016/0022-1694(70)90255-6, 1970.
    • (1970) J. Hydrol. , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 68
    • 84905161061 scopus 로고    scopus 로고
    • Today's virtual water consumption and trade under future water scarcity
    • Orlowsky, B., Hoekstra, A. Y., Gudmundsson, L., and Seneviratne, S. I.: Today's virtual water consumption and trade under future water scarcity, Environ. Res.Lett., 9, 074007, doi:10.1088/1748-9326/9/7/074007, 2014.
    • (2014) Environ. Res.Lett. , vol.9
    • Orlowsky, B.1    Hoekstra, A.Y.2    Gudmundsson, L.3    Seneviratne, S.I.4
  • 69
    • 47249139021 scopus 로고    scopus 로고
    • Has land cover a significant impact on mean annual streamflow? An international assessment using 1508 catchments
    • Oudin, L., Andréassian, V., Lerat, J., and Michel, C.: Has land cover a significant impact on mean annual streamflow? An international assessment using 1508 catchments, J. Hydrol., 357, 303-316, doi:10.1016/j.jhydrol.2008.05.021, 2008.
    • (2008) J. Hydrol. , vol.357 , pp. 303-316
    • Oudin, L.1    Andréassian, V.2    Lerat, J.3    Michel, C.4
  • 70
    • 84879090907 scopus 로고    scopus 로고
    • Comparative assessment of predictions in ungauged basins - Part 1: Runoff-hydrograph studies
    • Parajka, J., Viglione, A., Rogger, M., Salinas, J. L., Sivapalan, M., and Blöschl, G.: Comparative assessment of predictions in ungauged basins - Part 1: Runoff-hydrograph studies, Hydrol. Earth Syst. Sci., 17, 1783-1795, doi:10.5194/hess-17-1783-2013, 2013.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , pp. 1783-1795
    • Parajka, J.1    Viglione, A.2    Rogger, M.3    Salinas, J.L.4    Sivapalan, M.5    Blöschl, G.6
  • 72
    • 84881045541 scopus 로고    scopus 로고
    • Characteristic mega-basin water storage behavior using GRACE
    • Reager, J. and Famiglietti, J. S.: Characteristic mega-basin water storage behavior using GRACE, Water Resour. Res., 49, 3314-3329, doi:10.1002/wrcr.20264, 2013.
    • (2013) Water Resour. Res. , vol.49 , pp. 3314-3329
    • Reager, J.1    Famiglietti, J.S.2
  • 75
    • 0032882782 scopus 로고    scopus 로고
    • Detectability of variations in continental water storage from satellite observations of the time dependent gravity field
    • Rodell, M. and Famiglietti, J. S.: Detectability of variations in continental water storage from satellite observations of the time dependent gravity field, Water Resour. Res., 35, 2705-2723, doi:10.1029/1999WR900141, 1999.
    • (1999) Water Resour. Res. , vol.35 , pp. 2705-2723
    • Rodell, M.1    Famiglietti, J.S.2
  • 77
    • 0033942216 scopus 로고    scopus 로고
    • Mapping mean monthly runoff pattern using EOF analysis
    • Sauquet, E., Krasovskaia, I., and Leblois, E.: Mapping mean monthly runoff pattern using EOF analysis, Hydrol. Earth Syst. Sci., 4, 79-93, doi:10.5194/hess-4-79-2000, 2000.
    • (2000) Hydrol. Earth Syst. Sci. , vol.4 , pp. 79-93
    • Sauquet, E.1    Krasovskaia, I.2    Leblois, E.3
  • 78
    • 80052898006 scopus 로고    scopus 로고
    • Catchment classification: Empirical analysis of hydrologic similarity based on catchment function in the eastern USA
    • Sawicz, K., Wagener, T., Sivapalan, M., Troch, P. A., and Carrillo, G.: Catchment classification: empirical analysis of hydrologic similarity based on catchment function in the eastern USA, Hydrol. Earth Syst. Sci., 15, 2895-2911, doi:10.5194/hess-15-2895-2011, 2011.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , pp. 2895-2911
    • Sawicz, K.1    Wagener, T.2    Sivapalan, M.3    Troch, P.A.4    Carrillo, G.5
  • 81
    • 84869045028 scopus 로고    scopus 로고
    • Little change in global drought over the past 60 years
    • Sheffield, J., Wood, E. F., and Roderick, M. L.: Little change in global drought over the past 60 years, Nature, 491, 435-438, doi:10.1038/nature11575, 2012.
    • (2012) Nature , vol.491 , pp. 435-438
    • Sheffield, J.1    Wood, E.F.2    Roderick, M.L.3
  • 83
    • 35848934122 scopus 로고    scopus 로고
    • Spatiotemporal topological kriging of runoff time series
    • Skøien, J. O. and Blöschl, G.: Spatiotemporal topological kriging of runoff time series, Water Resour. Res., 43, W09419, doi:10.1029/2006WR005760, 2007.
    • (2007) Water Resour. Res. , vol.43
    • Skøien, J.O.1    Blöschl, G.2
  • 84
    • 1542436721 scopus 로고    scopus 로고
    • Characteristic space scales and timescales in hydrology
    • Skøien, J. O., Blöschl, G., and Western, A. W.: Characteristic space scales and timescales in hydrology, Water Resour. Res., 39, 1304, doi:10.1029/2002WR001736, 2003.
    • (2003) Water Resour. Res. , vol.39 , pp. 1304
    • Skøien, J.O.1    Blöschl, G.2    Western, A.W.3
  • 85
    • 33749257375 scopus 로고    scopus 로고
    • Top-kriging - Geostatistics on stream networks
    • Skøien, J. O., Merz, R., and Blöschl, G.: Top-kriging - geostatistics on stream networks, Hydrol. Earth Syst. Sci., 10, 277-287, doi:10.5194/hess-10-277-2006, 2006.
    • (2006) Hydrol. Earth Syst. Sci. , vol.10 , pp. 277-287
    • Skøien, J.O.1    Merz, R.2    Blöschl, G.3
  • 86
    • 0004262855 scopus 로고
    • Hydroclimatic Data Network (HCDN): A USGS Streamflow Data Set for the United States for the Study of Climate Variations, 1874-1988
    • available at last access: 06 June 2015
    • Slack, J. R. and Landwehr, J. M.: Hydroclimatic Data Network (HCDN): A USGS Streamflow Data Set for the United States for the Study of Climate Variations, 1874-1988, USGS Open-File Report, 92, 129-193, available at: http://pubs.usgs.gov/of/1992/ofr92-129/ (last access: 06 June 2015), 1992.
    • (1992) USGS Open-File Report , vol.92 , pp. 129-193
    • Slack, J.R.1    Landwehr, J.M.2
  • 88
    • 84863856492 scopus 로고    scopus 로고
    • Filling the white space on maps of European runoff trends: Estimates from a multi-model ensemble
    • Stahl, K., Tallaksen, L. M., Hannaford, J., and van Lanen, H. A. J.: Filling the white space on maps of European runoff trends: estimates from a multi-model ensemble, Hydrol. Earth Syst. Sci., 16, 2035-2047, doi:10.5194/hess-16-2035-2012, 2012.
    • (2012) Hydrol. Earth Syst. Sci. , vol.16 , pp. 2035-2047
    • Stahl, K.1    Tallaksen, L.M.2    Hannaford, J.3    Van Lanen, H.A.J.4
  • 89
    • 84892445284 scopus 로고    scopus 로고
    • Factors influencing long range dependence in streamflow of European rivers
    • Szolgayova, E., Laaha, G., Blöschl, G., and Bucher, C.: Factors influencing long range dependence in streamflow of European rivers, Hydrol. Process., 28, 1573-1586, doi:10.1002/hyp.9694, 2014.
    • (2014) Hydrol. Process. , vol.28 , pp. 1573-1586
    • Szolgayova, E.1    Laaha, G.2    Blöschl, G.3    Bucher, C.4
  • 90
    • 84892838822 scopus 로고    scopus 로고
    • Spatial and temporal patterns of large-scale droughts in Europe: Model dispersion and performance
    • Tallaksen, L. M. and Stahl, K.: Spatial and temporal patterns of large-scale droughts in Europe: Model dispersion and performance, Geophys. Res. Lett., 41, 429-434, doi:10.1002/2013GL058573, 2014.
    • (2014) Geophys. Res. Lett. , vol.41 , pp. 429-434
    • Tallaksen, L.M.1    Stahl, K.2
  • 91
    • 68049104972 scopus 로고    scopus 로고
    • Parameter Sensitivity in LSMs: An Analysis Using Stochastic Soil Moisture Models and ELDAS Soil Parameters
    • Teuling, A. J., Uijlenhoet, R., van den Hurk, B., and Seneviratne, S. I.: Parameter Sensitivity in LSMs: An Analysis Using Stochastic Soil Moisture Models and ELDAS Soil Parameters, J. Hydrometeorol., 10, 751-765, doi:10.1175/2008JHM1033.1, 2009.
    • (2009) J. Hydrometeorol. , vol.10 , pp. 751-765
    • Teuling, A.J.1    Uijlenhoet, R.2    Van Den Hurk, B.3    Seneviratne, S.I.4
  • 92
    • 84895164870 scopus 로고    scopus 로고
    • A GRACE-based water storage deficit approach for hydrological drought characterization
    • Thomas, A. C., Reager, J. T., Famiglietti, J. S., and Rodell, M.: A GRACE-based water storage deficit approach for hydrological drought characterization, Geophys. Res. Lett., 41, 1537-1545, doi:10.1002/2014GL059323, 2014.
    • (2014) Geophys. Res. Lett. , vol.41 , pp. 1537-1545
    • Thomas, A.C.1    Reager, J.T.2    Famiglietti, J.S.3    Rodell, M.4
  • 93
    • 33748037034 scopus 로고    scopus 로고
    • Relationships between Pacific and Atlantic ocean sea surface temperatures and U.S. streamflow variability
    • Tootle, G. A. and Piechota, T. C.: Relationships between Pacific and Atlantic ocean sea surface temperatures and U.S. streamflow variability, Water Resour. Res., 42, W07411, doi:10.1029/2005WR004184, 2006.
    • (2006) Water Resour. Res. , vol.42
    • Tootle, G.A.1    Piechota, T.C.2
  • 94
    • 39749149573 scopus 로고    scopus 로고
    • Characterization of watershed model behavior across a hydroclimatic gradient
    • van Werkhoven, K., Wagener, T., Reed, P., and Tang, Y.: Characterization of watershed model behavior across a hydroclimatic gradient, Water Resour. Res., 44, W01429, doi:10.1029/2007WR006271, 2008.
    • (2008) Water Resour. Res. , vol.44
    • Van Werkhoven, K.1    Wagener, T.2    Reed, P.3    Tang, Y.4
  • 95
    • 77955794785 scopus 로고    scopus 로고
    • Barriers to the exchange of hydrometeorological data in Europe: Results from a survey and implications for data policy
    • Viglione, A., Borga, M., Balabanis, P., and Blöschl, G.: Barriers to the exchange of hydrometeorological data in Europe: Results from a survey and implications for data policy, J. Hydrol., 394, 63-77, doi:10.1016/j.jhydrol.2010.03.023, 2010.
    • (2010) J. Hydrol. , vol.394 , pp. 63-77
    • Viglione, A.1    Borga, M.2    Balabanis, P.3    Blöschl, G.4
  • 96
    • 0030463866 scopus 로고    scopus 로고
    • Scales of temporal and spatial variability of mid-latitude soil moisture
    • Vinnikov, K. Y., Robock, A., Speranskaya, N. A., and Schlosser, C. A.: Scales of temporal and spatial variability of mid-latitude soil moisture, J. Geophys. Res., 101, 7163-7174, doi:10.1029/95JD02753, 1996.
    • (1996) J. Geophys. Res. , vol.101 , pp. 7163-7174
    • Vinnikov, K.Y.1    Robock, A.2    Speranskaya, N.A.3    Schlosser, C.A.4
  • 98
    • 33846842424 scopus 로고    scopus 로고
    • Operational readiness of microwave remote sensing of soil moisture for hydrologic applications
    • Wagner, W., Blöschl, G., Pampaloni, P., Calvet, J.-C., Bizzarri, B., Wigneron, J.-P., and Kerr, Y.: Operational readiness of microwave remote sensing of soil moisture for hydrologic applications, Nord. Hydrol., 38, 1-20, doi:10.2166/nh.2007.029, 2007.
    • (2007) Nord. Hydrol. , vol.38 , pp. 1-20
    • Wagner, W.1    Blöschl, G.2    Pampaloni, P.3    Calvet, J.-C.4    Bizzarri, B.5    Wigneron, J.-P.6    Kerr, Y.7
  • 99
    • 80052354448 scopus 로고    scopus 로고
    • Creation of the WATCH Forcing Data and Its Use to Assess Global and Regional Reference Crop Evaporation over Land during the Twentieth Century
    • Weedon, G. P., Gomes, S., Viterbo, P., Shuttleworth, W. J., Blyth, E., Österle, H., Adam, J. C., Bellouin, N., Boucher, O., and Best, M.: Creation of the WATCH Forcing Data and Its Use to Assess Global and Regional Reference Crop Evaporation over Land during the Twentieth Century, J. Hydrometeorol., 12, 823-848, doi:10.1175/2011JHM1369.1, 2011.
    • (2011) J. Hydrometeorol. , vol.12 , pp. 823-848
    • Weedon, G.P.1    Gomes, S.2    Viterbo, P.3    Shuttleworth, W.J.4    Blyth, E.5    Österle, H.6    Adam, J.C.7    Bellouin, N.8    Boucher, O.9    Best, M.10
  • 100
    • 84867014296 scopus 로고    scopus 로고
    • Statistical Methods in the Atmospheric Sciences
    • Academic Press, 3 Edn.
    • Wilks, D. S.: Statistical Methods in the Atmospheric Sciences, vol. 100 of International Geophysics Series, Academic Press, 3 Edn., 2011.
    • (2011) International Geophysics Series , vol.100
    • Wilks, D.S.1
  • 101
    • 0020930759 scopus 로고
    • Wave speed-discharge relations in natural channels
    • Wong, T. H. F. and Laurenson, E. M.: Wave speed-discharge relations in natural channels, Water Resour. Res., 19, 701-706, doi:10.1029/WR019i003p00701, 1983.
    • (1983) Water Resour. Res. , vol.19 , pp. 701-706
    • Wong, T.H.F.1    Laurenson, E.M.2
  • 102
    • 84856976659 scopus 로고    scopus 로고
    • Continental-scale water and energy flux analysis and validation for North American Land Data Assimilation System project phase 2 (NLDAS-2): 2. Validation of model-simulated streamflow
    • Xia, Y., Mitchell, K., Ek, M., Cosgrove, B., Sheffield, J., Luo, L., Alonge, C., Wei, H., Meng, J., Livneh, B., Duan, Q., and Lohmann, D.: Continental-scale water and energy flux analysis and validation for North American Land Data Assimilation System project phase 2 (NLDAS-2): 2. Validation of model-simulated streamflow, J. Geophys. Res.-Atmos., 117, D03110, doi:10.1029/2011JD016051, 2012.
    • (2012) J. Geophys. Res.-Atmos. , vol.117
    • Xia, Y.1    Mitchell, K.2    Ek, M.3    Cosgrove, B.4    Sheffield, J.5    Luo, L.6    Alonge, C.7    Wei, H.8    Meng, J.9    Livneh, B.10    Duan, Q.11    Lohmann, D.12
  • 103
    • 84870260181 scopus 로고    scopus 로고
    • Exploring the physical controls of regional patterns of flow duration curves - Part 4: A synthesis of empirical analysis, process modeling and catchment classification
    • Yaeger, M., Coopersmith, E., Ye, S., Cheng, L., Viglione, A., and Sivapalan, M.: Exploring the physical controls of regional patterns of flow duration curves - Part 4: A synthesis of empirical analysis, process modeling and catchment classification, Hydrol. Earth Syst. Sci., 16, 4483-4498, doi:10.5194/hess-16-4483-2012, 2012.
    • (2012) Hydrol. Earth Syst. Sci. , vol.16 , pp. 4483-4498
    • Yaeger, M.1    Coopersmith, E.2    Ye, S.3    Cheng, L.4    Viglione, A.5    Sivapalan, M.6
  • 104
    • 84870287826 scopus 로고    scopus 로고
    • Exploring the physical controls of regional patterns of flow duration curves - Part 2: Role of seasonality, the regime curve, and associated process controls
    • Ye, S., Yaeger, M., Coopersmith, E., Cheng, L., and Sivapalan, M.: Exploring the physical controls of regional patterns of flow duration curves - Part 2: Role of seasonality, the regime curve, and associated process controls, Hydrol. Earth Syst. Sci., 16, 4447-4465, doi:10.5194/hess-16-4447-2012, 2012.
    • (2012) Hydrol. Earth Syst. Sci. , vol.16 , pp. 4447-4465
    • Ye, S.1    Yaeger, M.2    Coopersmith, E.3    Cheng, L.4    Sivapalan, M.5
  • 105
    • 0036697968 scopus 로고    scopus 로고
    • Spatio-temporal development of streamflow droughts in north-west Europe
    • Zaidman, M. D., Rees, H. G., and Young, A. R.: Spatio-temporal development of streamflow droughts in north-west Europe, Hydrol. Earth Syst. Sci., 6, 733-751, doi:10.5194/hess-6-733-2002, 2002.
    • (2002) Hydrol. Earth Syst. Sci. , vol.6 , pp. 733-751
    • Zaidman, M.D.1    Rees, H.G.2    Young, A.R.3


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