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Volumn 49, Issue 10, 2013, Pages 6700-6715

Exploring the hydrological robustness of model-parameter values with alpha shapes

Author keywords

alpha shape; parameter estimation; robustness

Indexed keywords

ALPHA-SHAPES; CALIBRATION TECHNIQUES; COMPUTATIONAL DEFICIENCY; ESTIMATION OF PARAMETERS; HYDROLOGICAL CHARACTERISTICS; RAINFALL-RUNOFF MODELING; THREE-PARAMETER MODELS; TRIAL-AND-ERROR METHOD;

EID: 84885538041     PISSN: 00431397     EISSN: 19447973     Source Type: Journal    
DOI: 10.1002/wrcr.20533     Document Type: Article
Times cited : (19)

References (73)
  • 3
    • 33846368023 scopus 로고    scopus 로고
    • Calibration of hydrological model parameters for ungauged catchments
    • Bárdossy, A., (2007), Calibration of hydrological model parameters for ungauged catchment (Pubitemid 46134825)
    • (2007) Hydrology and Earth System Sciences , vol.11 , Issue.2 , pp. 703-710
    • Bardossy, A.1
  • 4
    • 57249116230 scopus 로고    scopus 로고
    • Robust estimation of hydrological model parameters
    • doi: 10.5194/hess-12-1273-2008
    • Bárdossy, A., and, S. K. Singh, (2008), Robust estimation of hydrological model parameters, Hydrol. Earth Syst. Sci., 12 (6), 1273-1283, doi: 10.5194/hess-12-1273-2008.
    • (2008) Hydrol. Earth Syst. Sci. , vol.12 , Issue.6 , pp. 1273-1283
    • Bárdossy, A.1    Singh, S.K.2
  • 5
    • 80051504664 scopus 로고    scopus 로고
    • Regionalization of hydrological model parameters using data depth
    • doi: 10.2166/nh.2011.031
    • Bárdossy, A., and, S. K. Singh, (2011), Regionalization of hydrological model parameters using data depth, Hydrol. Res., 42 (5), 356-371, doi: 10.2166/nh.2011.031.
    • (2011) Hydrol. Res. , vol.42 , Issue.5 , pp. 356-371
    • Bárdossy, A.1    Singh, S.K.2
  • 6
    • 0000435292 scopus 로고
    • The ordering of multivariate data
    • Barnett, V., (1976), The ordering of multivariate data, J. R. Stat. Soc., Ser. A, 139 (3), 318-355.
    • (1976) J. R. Stat. Soc., Ser. A , vol.139 , Issue.3 , pp. 318-355
    • Barnett, V.1
  • 7
    • 24044524979 scopus 로고    scopus 로고
    • Sampling and reconstructing manifolds using alpha-shapes
    • Purdue Univ., West Lafayette, Indiana
    • Bernardini, F., and, C. L. Bajaj, (1997), Sampling and reconstructing manifolds using alpha-shapes, Comput. Sci. Tech. Rep. 1350, Purdue Univ., West Lafayette, Indiana.
    • (1997) Comput. Sci. Tech. Rep. 1350
    • Bernardini, F.1    Bajaj, C.L.2
  • 8
    • 0037083332 scopus 로고    scopus 로고
    • Towards an alternative blueprint for a physically based digitally simulated hydrologic response modelling system
    • DOI 10.1002/hyp.343
    • Beven, K., (2002), Towards an alternative blueprint for a physically based digitally simulated hydrologic response modelling system, Hydrol. Processes, 16 (2), 189-206, doi: 10.1002/hyp.343. (Pubitemid 34137749)
    • (2002) Hydrological Processes , vol.16 , Issue.2 , pp. 189-206
    • Beven, K.1
  • 9
    • 79955547332 scopus 로고    scopus 로고
    • On red herrings and real herrings: Disinformation and information in hydrological inference
    • doi: 10.1002/hyp.7963
    • Beven, K., and, I. Westerberg, (2011), On red herrings and real herrings: Disinformation and information in hydrological inference, Hydrol. Processes, 25 (10), 1676-1680, doi: 10.1002/hyp.7963.
    • (2011) Hydrol. Processes , vol.25 , Issue.10 , pp. 1676-1680
    • Beven, K.1    Westerberg, I.2
  • 11
    • 0020547903 scopus 로고
    • An objective assessment of soil-moisture deficit models
    • doi: 10.1016/0022-1694(83)90030-6
    • Calder, I. R., R. J. Harding, and, P. T. W. Rosier, (1983), An objective assessment of soil-moisture deficit models, J. Hydrol., 60 (1-4), 329-355, doi: 10.1016/0022-1694(83)90030-6.
    • (1983) J. Hydrol. , vol.60 , Issue.14 , pp. 329-355
    • Calder, I.R.1    Harding, R.J.2    Rosier, P.T.W.3
  • 12
    • 57249090796 scopus 로고    scopus 로고
    • Depth and homogeneity in regional flood frequency analysis
    • doi: 10.1029/2007WR006771
    • Chebana, F., and, T. B. M. J. Ouarda, (2008), Depth and homogeneity in regional flood frequency analysis, Water Resour. Res., 44, W11422, doi: 10.1029/2007WR006771.
    • (2008) Water Resour. Res. , vol.44
    • Chebana, F.1    Ouarda, T.B.M.J.2
  • 13
    • 79954924268 scopus 로고    scopus 로고
    • Multivariate extreme value identification using depth functions
    • doi: 10.1002/env.1089
    • Chebana, F., and, T. B. M. J. Ouarda, (2011a), Multivariate extreme value identification using depth functions, Environmetrics, 22 (3), 441-455, doi: 10.1002/env.1089.
    • (2011) Environmetrics , vol.22 , Issue.3 , pp. 441-455
    • Chebana, F.1    Ouarda, T.B.M.J.2
  • 14
    • 78851469671 scopus 로고    scopus 로고
    • Multivariate quantiles in hydrological frequency analysis
    • doi: 10.1002/env.1027
    • Chebana, F., and, T. B. M. J. Ouarda, (2011b), Multivariate quantiles in hydrological frequency analysis, Environmetrics, 22 (1), 63-78, doi: 10.1002/env.1027.
    • (2011) Environmetrics , vol.22 , Issue.1 , pp. 63-78
    • Chebana, F.1    Ouarda, T.B.M.J.2
  • 15
    • 79958076660 scopus 로고    scopus 로고
    • Depth-based multivariate descriptive statistics with hydrological applications
    • doi: 10.1029/2010JD015338
    • Chebana, F., and, T. B. M. J. Ouarda, (2011c), Depth-based multivariate descriptive statistics with hydrological applications, J. Geophys. Res., 116, D10120, doi: 10.1029/2010JD015338.
    • (2011) J. Geophys. Res. , vol.116
    • Chebana, F.1    Ouarda, T.B.M.J.2
  • 16
    • 79959267829 scopus 로고    scopus 로고
    • Parameterising hydrological models - Comparing optimisation and robust parameter estimation
    • doi: 10.1016/j.jhydrol.2011.05.003
    • Cullmann, J., T. Krausse, and, P. Saile, (2011), Parameterising hydrological models-Comparing optimisation and robust parameter estimation, J. Hydrol., 404 (3-4), 323-331, doi: 10.1016/j.jhydrol.2011.05.003.
    • (2011) J. Hydrol. , vol.404 , Issue.34 , pp. 323-331
    • Cullmann, J.1    Krausse, T.2    Saile, P.3
  • 17
    • 0001571646 scopus 로고
    • Sur la sphère vide
    • Delaunay, B., (1934), Sur la sphère vide, Bull. Acad. Sci. URSS, 7, 793-800.
    • (1934) Bull. Acad. Sci. URSS , vol.7 , pp. 793-800
    • Delaunay, B.1
  • 18
    • 0022767742 scopus 로고
    • Looking for hydrologic laws
    • doi: 10.1029/WR022i09Sp0046S
    • Dooge, J. C. I., (1986), Looking for hydrologic laws, Water Resour. Res., 22 (9S), 46S-58S, doi: 10.1029/WR022i09Sp0046S.
    • (1986) Water Resour. Res. , vol.22 , Issue.9 S
    • Dooge, J.C.I.1
  • 19
    • 46649120402 scopus 로고    scopus 로고
    • Data depths satisfying the projection property
    • doi: 10.1007/s101820400167
    • Dyckerhoff, R., (2004), Data depths satisfying the projection property, Allgemeines Stat. Arch., 88, 163-190, doi: 10.1007/s101820400167.
    • (2004) Allgemeines Stat. Arch. , vol.88 , pp. 163-190
    • Dyckerhoff, R.1
  • 20
    • 0005904188 scopus 로고
    • Weighted alpha shapes
    • Dep. Comput. Sci., Univ. of Ill., Urbana
    • Edelsbrunner, H., (1992), Weighted alpha shapes, Tech. Rep. UIUCDCS-R-92-1760, Dep. Comput. Sci., Univ. of Ill., Urbana.
    • (1992) Tech. Rep. UIUCDCS-R-92-1760
    • Edelsbrunner, H.1
  • 21
    • 0028259338 scopus 로고
    • Three-dimensional alpha shapes
    • doi: 10.1145/174462.156635
    • Edelsbrunner, H., and, E. P. Mücke, (1994), Three-dimensional alpha shapes, ACM Trans. Graphics, 13, 43-72, doi: 10.1145/174462.156635.
    • (1994) ACM Trans. Graphics , vol.13 , pp. 43-72
    • Edelsbrunner, H.1    Mücke, E.P.2
  • 22
    • 77958533797 scopus 로고    scopus 로고
    • One decade of multi-objective calibration approaches in hydrological modelling: A review
    • doi: 10.1080/0262666090356292
    • Efstratiadis, A., and, D. Koutsoyiannis, (2010), One decade of multi-objective calibration approaches in hydrological modelling: A review, Hydrol. Sci. J., 55 (1), 58-78, doi: 10.1080/0262666090356292.
    • (2010) Hydrol. Sci. J. , vol.55 , Issue.1 , pp. 58-78
    • Efstratiadis, A.1    Koutsoyiannis, D.2
  • 24
    • 0028974582 scopus 로고
    • A model comparison for daylength as a function of latitude and day of year
    • doi: 10.1016/0304-3800(94)00034-F
    • Forsythe, W. C., E. J. Rykiel, R. S. Stahl, H. I. Wu, and, R. M. Schoolfield, (1995), A model comparison for daylength as a function of latitude and day of year, Ecol. Modell., 80 (1), 87-95, doi: 10.1016/0304-3800(94)00034- F.
    • (1995) Ecol. Modell. , vol.80 , Issue.1 , pp. 87-95
    • Forsythe, W.C.1    Rykiel, E.J.2    Stahl, R.S.3    Wu, H.I.4    Schoolfield, R.M.5
  • 25
    • 4544344281 scopus 로고    scopus 로고
    • Multivariate seasonal period model rejection within the generalised likelihood uncertainty estimation procedure
    • in., edited by Duan et al., AGU, Washington, D. C., doi: 10.1029/WS006p0069
    • Freer, J., K. Beven, and, N. Peters, (2003), Multivariate seasonal period model rejection within the generalised likelihood uncertainty estimation procedure, in Calibration of Watershed Models, Water Sci. Appl., vol. 6, edited by Duan et al., pp. 69-87, AGU, Washington, D. C., doi: 10.1029/WS006p0069.
    • (2003) Calibration of Watershed Models, Water Sci. Appl , vol.6 , pp. 69-87
    • Freer, J.1    Beven, K.2    Peters, N.3
  • 26
    • 0035894796 scopus 로고    scopus 로고
    • The ENSO teleconnection to the Tropical Atlantic Ocean: Contributions of the remote and local SSTs to rainfall variability in the Tropical Americas
    • Giannini, A., J. C. H. Chiang, M. A. Cane, Y. Kushnir, and, R. Seager, (2001), The ENSO teleconnection to the tropical Atlantic Ocean: Contributions of the remote and local SSTs to rainfall variability in the tropical Americas, J. Clim., 14 (24), 4530-4544, doi: 10.1175/1520-0442(2001)014 ¡4530: TETTTT¿2.0.CO;2. (Pubitemid 34143804)
    • (2001) Journal of Climate , vol.14 , Issue.24 , pp. 4530-4544
    • Giannini, A.1    Chiang, J.C.H.2    Cane, M.A.3    Kushnir, Y.4    Seager, R.5
  • 27
    • 33747308452 scopus 로고    scopus 로고
    • The conformal alpha shape filtration
    • doi: 10.1007/s00371-006-0027-1
    • Giesen, J., F. Cazals, M. Pauly, and, A. Zomorodian, (2006), The conformal alpha shape filtration, Visual Comput., 22 (8), 531-540, doi: 10.1007/s00371-006-0027-1.
    • (2006) Visual Comput. , vol.22 , Issue.8 , pp. 531-540
    • Giesen, J.1    Cazals, F.2    Pauly, M.3    Zomorodian, A.4
  • 28
    • 38249009724 scopus 로고
    • Geometric medians
    • doi: 10.1016/0012-365X(92)90658-3
    • Gil, J., W. Steiger, and, A. Widgerson, (1992), Geometric medians, Discrete Math., 108 (1-3), 37-51, doi: 10.1016/0012-365X(92)90658-3.
    • (1992) Discrete Math. , vol.108 , Issue.13 , pp. 37-51
    • Gil, J.1    Steiger, W.2    Widgerson, A.3
  • 30
    • 84861577672 scopus 로고    scopus 로고
    • Temporal variability in stage-discharge relationships
    • doi: 10.1016/j,hydrol.2012.04.031
    • Guerrero, J.-L., I. Westerberg, S. Halldin, L.-C. Xu, and, C.-Y. Lundin, (2012), Temporal variability in stage-discharge relationships, J. Hydrol., 446-447, 90-102, doi: 10.1016/j,hydrol.2012.04.031.
    • (2012) J. Hydrol. , vol.446-447 , pp. 90-102
    • Guerrero, J.-L.1    Westerberg, I.2    Halldin, S.3    Xu, L.-C.4    Lundin, C.-Y.5
  • 31
    • 0022264430 scopus 로고
    • The relationship between data and the precision of parameter estimates of hydrologic models
    • doi: 10.1016/0022-1694(85)90167-2
    • Gupta, V. K., and, S. Sorooshian, (1985), The relationship between data and the precision of parameter estimates of hydrologic models, J. Hydrol., 81 (1-2), 57-77, doi: 10.1016/0022-1694(85)90167-2.
    • (1985) J. Hydrol. , vol.81 , Issue.12 , pp. 57-77
    • Gupta, V.K.1    Sorooshian, S.2
  • 32
    • 0037088219 scopus 로고    scopus 로고
    • The Intertropical Convergence Zone of the Eastern Pacific revisited
    • DOI 10.1002/joc.739
    • Hastenrath, S., (2002), The intertropical convergence zone of the eastern Pacific revisited, Int. J. Climatol., 22 (3), 347-356, doi: 10.1002/joc.739. (Pubitemid 34316010)
    • (2002) International Journal of Climatology , vol.22 , Issue.3 , pp. 347-356
    • Hastenrath, S.1
  • 35
    • 80054780829 scopus 로고    scopus 로고
    • Modelling catchment inflows into Lake Victoria: Uncertainties in rainfall-runoff modelling for the Nzoia River
    • doi: 10.1080/02626667.2011.610323
    • Kizza, M., A. Rodhe, C.-Y. Xu, and, H. K. Ntale, (2011), Modelling catchment inflows into Lake Victoria: Uncertainties in rainfall-runoff modelling for the Nzoia River, Hydrol. Sci. J., 56 (7), 1210-1226, doi: 10.1080/02626667.2011.610323.
    • (2011) Hydrol. Sci. J. , vol.56 , Issue.7 , pp. 1210-1226
    • Kizza, M.1    Rodhe, A.2    Xu, C.-Y.3    Ntale, H.K.4
  • 36
    • 0020924047 scopus 로고
    • Conceptualization and scale in hydrology
    • doi: 10.1016/0022-1694(83)90208-1
    • Klemeš, V., (1983), Conceptualization and scale in hydrology, J. Hydrol., 65 (1-3), 1-23, doi: 10.1016/0022-1694(83)90208-1.
    • (1983) J. Hydrol. , vol.65 , Issue.13 , pp. 1-23
    • Klemeš, V.1
  • 38
    • 33748913014 scopus 로고    scopus 로고
    • Comparison of different efficiency criteria for hydrological model assessment
    • Krause, P., D. P. Boyle, and, F. B. Ase, (2005), Comparison of different efficiency criteria for hydrological model assessment, Adv. Geosci., 5, 89-97, doi: 10.5194/adgeo-5-89-2005. (Pubitemid 44424450)
    • (2005) Advances in Geosciences , vol.5 , pp. 89-97
    • Krause, P.1    Boyle, D.P.2    Base, F.3
  • 40
    • 79959221583 scopus 로고    scopus 로고
    • Performance of WASMOD and SWAT on hydrological simulation in Yingluoxia watershed in northwest of China
    • doi: 10.1002/hyp.7944
    • Li, Z., Z. Xu, and, Z. Li, (2011), Performance of WASMOD and SWAT on hydrological simulation in Yingluoxia watershed in northwest of China, Hydrol. Processes, 25 (13), 2001-2008, doi: 10.1002/hyp.7944.
    • (2011) Hydrol. Processes , vol.25 , Issue.13 , pp. 2001-2008
    • Li, Z.1    Xu, Z.2    Li, Z.3
  • 41
    • 0033147626 scopus 로고    scopus 로고
    • Multivariate analysis by data depth: Descriptive statistics, graphics and inference
    • Liu, R. Y., J. M. Parelius, and, K. Singh, (1999), Multivariate analysis by data depth: Descriptive statistics, graphics and inference, Ann. Stat., 27 (3), 783-858.
    • (1999) Ann. Stat. , vol.27 , Issue.3 , pp. 783-858
    • Liu, R.Y.1    Parelius, J.M.2    Singh, K.3
  • 42
    • 0032716655 scopus 로고    scopus 로고
    • The midsummer drought over Mexico and Central America
    • Magaña, V., J. A. Amador, and, S. Medina, (1999), The Midsummer Drought over Mexico and Central America, J. Clim., 12 (6), 1577-1588, doi: 10.1175/1520-0442(1999)012¡1577:TMDOMA¿2.0.CO;2. (Pubitemid 29534613)
    • (1999) Journal of Climate , vol.12 , Issue.6 , pp. 1577-1588
    • Magana, V.1    Amador, J.A.2    Medina, S.3
  • 43
    • 0002975203 scopus 로고
    • On the generalised distance in statistics
    • Mahalanobis, P. C., (1936), On the generalised distance in statistics, Proc. Natl. Inst. Sci. India, 2 (1), 49-55.
    • (1936) Proc. Natl. Inst. Sci. India , vol.2 , Issue.1 , pp. 49-55
    • Mahalanobis, P.C.1
  • 44
    • 77953706482 scopus 로고    scopus 로고
    • Impacts of uncertain river flow data on rainfall-runoff model calibration and discharge predictions
    • doi: 10.1002/hyp.7587
    • McMillan, H., J. Freer, F. Pappenberger, T. Krueger, and, M. Clark, (2010), Impacts of uncertain river flow data on rainfall-runoff model calibration and discharge predictions, Hydrol. Processes, 24 (10), 1270-1284, doi: 10.1002/hyp.7587.
    • (2010) Hydrol. Processes , vol.24 , Issue.10 , pp. 1270-1284
    • McMillan, H.1    Freer, J.2    Pappenberger, F.3    Krueger, T.4    Clark, M.5
  • 45
    • 79952484879 scopus 로고    scopus 로고
    • Rainfall uncertainty in hydrological modelling: An evaluation of multiplicative error models
    • doi: 10.1016/j.jhydrol.2011.01.026
    • McMillan, H., B. Jackson, M. Clark, D. Kavetski, and, R. Woods, (2011), Rainfall uncertainty in hydrological modelling: An evaluation of multiplicative error models, J. Hydrol., 400 (1-2), 83-94, doi: 10.1016/j.jhydrol.2011.01.026.
    • (2011) J. Hydrol. , vol.400 , Issue.12 , pp. 83-94
    • McMillan, H.1    Jackson, B.2    Clark, M.3    Kavetski, D.4    Woods, R.5
  • 46
    • 0034441408 scopus 로고    scopus 로고
    • Design of the HYREX raingauge network
    • doi: 10.5194/hess-4-521-2000
    • Moore, R. J., D. A. Jones, D. R. Cox, and, V. S. Isham, (2000), Design of the HYREX raingauge network, Hydrol. Earth Syst. Sci., 4 (4), 521-530, doi: 10.5194/hess-4-521-2000.
    • (2000) Hydrol. Earth Syst. Sci. , vol.4 , Issue.4 , pp. 521-530
    • Moore, R.J.1    Jones, D.A.2    Cox, D.R.3    Isham, V.S.4
  • 47
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models part i A discussion of principles
    • doi: 10.1016/0022-1694(70)90255-6
    • Nash, J., and, J. Sutcliffe, (1970), River flow forecasting through conceptual models part I A discussion of principles, J. Hydrol., 10 (3), 282-290, doi: 10.1016/0022-1694(70)90255-6.
    • (1970) J. Hydrol. , vol.10 , Issue.3 , pp. 282-290
    • Nash, J.1    Sutcliffe, J.2
  • 48
    • 79953253164 scopus 로고    scopus 로고
    • Hydrological modelling in a changing world
    • doi: 10.1177/0309133311402550
    • Peel, M. C., and, G. Blöschl, (2011), Hydrological modelling in a changing world, Prog. Phys. Geogr., 35 (2), 249-261, doi: 10.1177/ 0309133311402550.
    • (2011) Prog. Phys. Geogr. , vol.35 , Issue.2 , pp. 249-261
    • Peel, M.C.1    Blöschl, G.2
  • 49
    • 84957790817 scopus 로고
    • Natural evaporation from open water, bare soil and grass
    • doi: 10.1098/rspa.1948.0037
    • Penman, H. L., (1948), Natural evaporation from open water, bare soil and grass, Proc. R. Soc. London, Ser. A, 193 (1032), 120-145, doi: 10.1098/rspa.1948.0037.
    • (1948) Proc. R. Soc. London, Ser. A , vol.193 , Issue.1032 , pp. 120-145
    • Penman, H.L.1
  • 50
    • 77950177246 scopus 로고    scopus 로고
    • Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors
    • doi: 10.1029/2009WR008328
    • Renard, B., D. Kavetski, G. Kuczera, M. Thyer, and, S. W. Franks, (2010), Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors, Water Resour. Res., 46, W05521, doi: 10.1029/2009WR008328.
    • (2010) Water Resour. Res. , vol.46
    • Renard, B.1    Kavetski, D.2    Kuczera, G.3    Thyer, M.4    Franks, S.W.5
  • 51
    • 0004229086 scopus 로고
    • Ph.D. thesis, Yale University, New Haven, Conn
    • Shamos, M. I., (1978), Computational geometry, Ph.D. thesis, Yale University, New Haven, Conn.
    • (1978) Computational Geometry
    • Shamos, M.I.1
  • 53
    • 84862828410 scopus 로고    scopus 로고
    • Calibration of hydrological models on hydrologically unusual events
    • doi: 10.1016/j.advwatres.2011.12.006
    • Singh, S. K., and, A. Bárdossy, (2012), Calibration of hydrological models on hydrologically unusual events, Adv. Water Resour., 38, 81-91, doi: 10.1016/j.advwatres.2011.12.006.
    • (2012) Adv. Water Resour. , vol.38 , pp. 81-91
    • Singh, S.K.1    Bárdossy, A.2
  • 54
    • 33748470118 scopus 로고    scopus 로고
    • Efficient accommodation of local minima in watershed model calibration
    • DOI 10.1016/j.jhydrol.2006.02.005, PII S0022169406000734
    • Skahill, B., and, J. Doherty, (2006), Efficient accommodation of local minima in watershed model calibration, J. Hydrol., 329 (1-2), 122-139, doi: 10.1016/j.jhydrol.2006.02.005. (Pubitemid 44348900)
    • (2006) Journal of Hydrology , vol.329 , Issue.1-2 , pp. 122-139
    • Skahill, B.E.1    Doherty, J.2
  • 55
    • 0000356499 scopus 로고
    • A survey of multidimensional medians
    • Small, C. G., (1990), A survey of multidimensional medians, Int. Stat. Rev., 58 (3), 263-277.
    • (1990) Int. Stat. Rev. , vol.58 , Issue.3 , pp. 263-277
    • Small, C.G.1
  • 56
    • 33847617800 scopus 로고    scopus 로고
    • Improving model structure and reducing parameter uncertainty in conceptual water balance models through the use of auxiliary data
    • DOI 10.1029/2006WR005032
    • Son, K., and, M. Sivapalan, (2007), Improving model structure and reducing parameter uncertainty in conceptual water balance models through the use of auxiliary data, Water Resour. Res., 43, W01415, doi: 10.1029/ 2006WR005032. (Pubitemid 46364293)
    • (2007) Water Resources Research , vol.43 , Issue.1
    • Son, K.1    Sivapalan, M.2
  • 57
    • 0000463137 scopus 로고    scopus 로고
    • Halfspace depth and regression depth characterize the empirical distribution
    • doi: 10.1006/jmva.1998.1804
    • Struyf, A. J., and, P. J. Rousseeuw, (1999), Halfspace depth and regression depth characterize the empirical distribution, J. Multivariate Anal., 69 (1), 135-153, doi: 10.1006/jmva.1998.1804.
    • (1999) J. Multivariate Anal. , vol.69 , Issue.1 , pp. 135-153
    • Struyf, A.J.1    Rousseeuw, P.J.2
  • 58
    • 0032254801 scopus 로고    scopus 로고
    • Surface reconstruction with anisotropic density-scaled alpha shapes
    • in, Institute of Electrical and Electronics Engineers, Piscataway, N. J
    • Teichmann, M., and, M. Capps, (1998), Surface reconstruction with anisotropic density-scaled alpha shapes, in Proceedings of IEEE Visualization, pp. 67-72, Institute of Electrical and Electronics Engineers, Piscataway, N. J.
    • (1998) Proceedings of IEEE Visualization , pp. 67-72
    • Teichmann, M.1    Capps, M.2
  • 60
    • 0002048389 scopus 로고
    • An Approach toward a rational classification of climate
    • Thornthwaite, C. W., (1948), An Approach toward a rational classification of climate, Geogr. Rev., 38 (1), 55-94.
    • (1948) Geogr. Rev. , vol.38 , Issue.1 , pp. 55-94
    • Thornthwaite, C.W.1
  • 61
    • 0000640338 scopus 로고
    • Mathematics and the picturing of data
    • in, edited by R. D. James, Vancouver, B. C
    • Tukey, J. W., (1975), Mathematics and the picturing of data, in Proceedings of the International Congress of Mathematicians 1974, vol. 2, edited by, R. D. James, pp. 523-531, Vancouver, B. C.
    • (1975) Proceedings of the International Congress of Mathematicians 1974 , vol.2 , pp. 523-531
    • Tukey, J.W.1
  • 62
    • 0037442971 scopus 로고    scopus 로고
    • Towards reduced uncertainty in conceptual rainfall-runoff modelling: Dynamic identifiability analysis
    • DOI 10.1002/hyp.1135
    • Wagener, T., N. McIntyre, M. J. Lees, H. S. Wheater, and, H. V. Gupta, (2003), Towards reduced uncertainty in conceptual rainfall-runoff modelling: Dynamic identifiability analysis, Hydrol. Processes, 17 (2), 455-476, doi: 10.1002/hyp.1135. (Pubitemid 36234589)
    • (2003) Hydrological Processes , vol.17 , Issue.2 , pp. 455-476
    • Wagener, T.1    McIntyre, N.2    Lees, M.J.3    Wheater, H.S.4    Gupta, H.V.5
  • 63
    • 77955092694 scopus 로고    scopus 로고
    • Precipitation data in a mountainous catchment in Honduras: Quality assessment and spatiotemporal characteristics
    • doi: 10.1007/s00704-009-0222-x
    • Westerberg, I., A. Walther, J.-L. Guerrero, Z. Coello, S. Halldin, C.-Y. Xu, D. Chen, and, L.-C. Lundin, (2010), Precipitation data in a mountainous catchment in Honduras: Quality assessment and spatiotemporal characteristics, Theor. Appl. Climatol., 101, 381-396, doi: 10.1007/s00704-009-0222-x.
    • (2010) Theor. Appl. Climatol. , vol.101 , pp. 381-396
    • Westerberg, I.1    Walther, A.2    Guerrero, J.-L.3    Coello, Z.4    Halldin, S.5    Xu, C.-Y.6    Chen, D.7    Lundin, L.-C.8
  • 64
    • 78650085013 scopus 로고    scopus 로고
    • Stage-discharge uncertainty derived with a non-stationary rating curve in the Choluteca River, Honduras
    • doi: 10.1002/hyp.7848
    • Westerberg, I., J.-L. Guerrero, J. Seibert, K. J. Beven, and, S. Halldin, (2011a), Stage-discharge uncertainty derived with a non-stationary rating curve in the Choluteca River, Honduras, Hydrol. Processes, 25 (4), 603-613, doi: 10.1002/hyp.7848.
    • (2011) Hydrol. Processes , vol.25 , Issue.4 , pp. 603-613
    • Westerberg, I.1    Guerrero, J.-L.2    Seibert, J.3    Beven, K.J.4    Halldin, S.5
  • 66
    • 67650298982 scopus 로고    scopus 로고
    • Model performance and parameter behavior for varying time aggregations and evaluation criteria in the WASMOD-M global water balance model
    • doi: 10.1029/2007WR006695
    • Widén-Nilsson, E., L. Gong, S. Halldin, and, C.-Y. Xu, (2009), Model performance and parameter behavior for varying time aggregations and evaluation criteria in the WASMOD-M global water balance model, Water Resour. Res., 45, W05418, doi: 10.1029/2007WR006695.
    • (2009) Water Resour. Res. , vol.45
    • Widén-Nilsson, E.1    Gong, L.2    Halldin, S.3    Xu, C.-Y.4
  • 67
    • 0034444185 scopus 로고    scopus 로고
    • Accuracy of rainfall measurement for scales or hydrological interest
    • Wood, S. J., D. A. Jones, and, R. J. Moore, (2000), Accuracy of rainfall measurement for scales of hydrological interest, Hydrol. Earth Syst. Sci., 4 (4), 531-543, doi: 10.5194/hess-4-531-2000. (Pubitemid 32468087)
    • (2000) Hydrology and Earth System Sciences , vol.4 , Issue.4 , pp. 531-543
    • Wood, S.J.1    Jones, D.A.2    Moore, R.J.3
  • 68
    • 13244282025 scopus 로고    scopus 로고
    • WASMOD the WAter and Snow balance MODeling system
    • in, edited by V. Singh and D. Frevert, chap. 17, 555-590, Water Resour. Publ
    • Xu, C.-Y., (2002), WASMOD THE WAter and Snow balance MODeling system, in Mathematical Models of Small Watershed Hydrology and Applications, edited by, V. Singh, and, D. Frevert, chap. 17, pp. 555-590, Water Resour. Publ.
    • (2002) Mathematical Models of Small Watershed Hydrology and Applications
    • Xu, C.-Y.1
  • 69
    • 0030131273 scopus 로고    scopus 로고
    • Regional water balance modelling in the NOPEX area: Development and application of monthly water balance models
    • Xu, C.-Y., J. Seibert, and, S. Halldin, (1996), Regional water balance modelling in the NOPEX area: Development and application of monthly water balance models, J. Hydrol., 180 (1-4), 211-236, doi: 10.1016/0022-1694(95)02888- 9. (Pubitemid 126649552)
    • (1996) Journal of Hydrology , vol.180 , Issue.1-4 , pp. 211-236
    • Xu, C.-Y.1    Seibert, J.2    Halldin, S.3
  • 70
    • 33646568487 scopus 로고    scopus 로고
    • Evaluation of seasonal and spatial variations of lumped water balance model sensitivity to precipitation data errors
    • DOI 10.1016/j.jhydrol.2005.09.019, PII S0022169405004786
    • Xu, C.-Y., L. Tunemar, Y. D. Chen, and, V. Singh, (2006), Evaluation of seasonal and spatial variations of lumped water balance model sensitivity to precipitation data errors, J. Hydrol., 324 (1-4), 80-93, doi: 10.1016/j.jhydrol.2005.09.019. (Pubitemid 43729381)
    • (2006) Journal of Hydrology , vol.324 , Issue.1-4 , pp. 80-93
    • Xu, C.-y.1    Tunemar, L.2    Chen, Y.D.3    Singh, V.P.4
  • 71
    • 0030162090 scopus 로고    scopus 로고
    • Automatic calibration of conceptual rainfall-runoff models: Sensitivity to calibration data
    • DOI 10.1016/0022-1694(95)02918-4
    • Yapo, P. O., H. V. Gupta, and, S. Sorooshian, (1996), Automatic calibration of conceptual rainfall-runoff models: Sensitivity to calibration data, J. Hydrol., 181 (1-4), 23-48, doi: 10.1016/0022-1694(95)02918-4. (Pubitemid 27080623)
    • (1996) Journal of Hydrology , vol.181 , Issue.1-4 , pp. 23-48
    • Yapo, P.O.1    Gupta, H.V.2    Sorooshian, S.3
  • 72
    • 67650314588 scopus 로고    scopus 로고
    • Detecting the effects of spatial variability of rainfall on hydrological modelling within an uncertainty analysis framework
    • doi: 10.1002/hyp.7341
    • Younger, P. M., J. E. Freer, and, K. J. Beven, (2009), Detecting the effects of spatial variability of rainfall on hydrological modelling within an uncertainty analysis framework, Hydrol. Processes, 23 (14), 1988-2003, doi: 10.1002/hyp.7341.
    • (2009) Hydrol. Processes , vol.23 , Issue.14 , pp. 1988-2003
    • Younger, P.M.1    Freer, J.E.2    Beven, K.J.3
  • 73
    • 0034347419 scopus 로고    scopus 로고
    • General notions of a statistical depth function
    • Zuo, Y., and, R. Serfling, (2000), General notions of a statistical depth function, Ann. Stat., 28 (2), 461-482.
    • (2000) Ann. Stat. , vol.28 , Issue.2 , pp. 461-482
    • Zuo, Y.1    Serfling, R.2


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