메뉴 건너뛰기




Volumn 21, Issue 20, 2007, Pages 2713-2728

Hydrologic complexity and classification: A simple data reconstruction approach

Author keywords

Attractor; Classification; Complexity; Data reconstruction; Hydrologic systems; Non linearity; Phase space

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA PROCESSING; HYDROLOGY; RESEARCH;

EID: 35248857862     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.6362     Document Type: Article
Times cited : (66)

References (62)
  • 1
    • 0028162486 scopus 로고
    • River runoff to the Baltic Sea
    • Bergström S, Carlsson B. 1994. River runoff to the Baltic Sea. Ambio 23: 280-287.
    • (1994) Ambio , vol.23 , pp. 280-287
    • Bergström, S.1    Carlsson, B.2
  • 2
    • 77957026442 scopus 로고    scopus 로고
    • Uncertainty and the detection of structural change in models of environmental systems
    • Beck MB ed, Elsevier Science: The Netherlands;
    • Beven KJ. 2002. Uncertainty and the detection of structural change in models of environmental systems. In Environmental Foresight and Models: A Manifesto, Beck MB (ed.). Elsevier Science: The Netherlands; 227-250.
    • (2002) Environmental Foresight and Models: A Manifesto , pp. 227-250
    • Beven, K.J.1
  • 3
    • 0029413274 scopus 로고
    • Scale issues in hydrological modeling: A review
    • Blöschl G, Sivapalan M. 1995. Scale issues in hydrological modeling: a review. Hydrological Processes 9: 251-290.
    • (1995) Hydrological Processes , vol.9 , pp. 251-290
    • Blöschl, G.1    Sivapalan, M.2
  • 4
    • 0027063423 scopus 로고
    • The validity of a simple statistical model for estimating fluvial constituent loads: An empirical study involving nutrient loads entering Chesapeake Bay
    • Cohn TA, Caulder DL, Gilroy EJ, Zynjuk LD, Summers RM. 1992. The validity of a simple statistical model for estimating fluvial constituent loads: an empirical study involving nutrient loads entering Chesapeake Bay. Water Resources Research 28(9): 2353-2363.
    • (1992) Water Resources Research , vol.28 , Issue.9 , pp. 2353-2363
    • Cohn, T.A.1    Caulder, D.L.2    Gilroy, E.J.3    Zynjuk, L.D.4    Summers, R.M.5
  • 5
    • 0022554291 scopus 로고
    • River loads underestimated by rating curves
    • Ferguson RI. 1986. River loads underestimated by rating curves. Water Resources Research 22(1): 74-76.
    • (1986) Water Resources Research , vol.22 , Issue.1 , pp. 74-76
    • Ferguson, R.I.1
  • 6
    • 0001267036 scopus 로고
    • Estimating the dimensions of weather and climate attractors
    • Fraedrich K. 1986. Estimating the dimensions of weather and climate attractors. Journal of the Atmospheric Sciences 43(5): 419-432.
    • (1986) Journal of the Atmospheric Sciences , vol.43 , Issue.5 , pp. 419-432
    • Fraedrich, K.1
  • 7
    • 0032764387 scopus 로고    scopus 로고
    • Modeling runoff to the Baltic Sea
    • Graham LP. 1999. Modeling runoff to the Baltic Sea. Ambio 28: 328-334.
    • (1999) Ambio , vol.28 , pp. 328-334
    • Graham, L.P.1
  • 8
    • 40749093037 scopus 로고
    • Measuring the strangeness of strange attractors
    • Grassberger P, Procaccia I. 1983a. Measuring the strangeness of strange attractors. Physica D 9: 189-208.
    • (1983) Physica D , vol.9 , pp. 189-208
    • Grassberger, P.1    Procaccia, I.2
  • 9
  • 10
    • 0012062575 scopus 로고    scopus 로고
    • Summary of pattern comparison and concluding remarks
    • Grayson RB, Blöschl G eds, Cambridge University Press: Cambridge, UK;
    • Grayson RB, Blöschl G. 2000a. Summary of pattern comparison and concluding remarks. In Spatial Patterns in Catchment Hydrology: Observations and Modeling, Grayson RB, Blöschl G (eds). Cambridge University Press: Cambridge, UK; 355-367.
    • (2000) Spatial Patterns in Catchment Hydrology: Observations and Modeling , pp. 355-367
    • Grayson, R.B.1    Blöschl, G.2
  • 13
    • 0002591468 scopus 로고
    • A two-dimensional mapping with a strange attractor
    • Henon M. 1976. A two-dimensional mapping with a strange attractor. Communications in Mathematical Physics 50: 69-77.
    • (1976) Communications in Mathematical Physics , vol.50 , pp. 69-77
    • Henon, M.1
  • 14
    • 0029413797 scopus 로고
    • Artificial neural network modeling of the rainfall-runoff process
    • Hsu K, Gupta HV, Sorooshian S. 1995. Artificial neural network modeling of the rainfall-runoff process. Water Resources Research 31(10): 2517-2530.
    • (1995) Water Resources Research , vol.31 , Issue.10 , pp. 2517-2530
    • Hsu, K.1    Gupta, H.V.2    Sorooshian, S.3
  • 15
    • 0027790160 scopus 로고
    • How much complexity is warranted in a rainfall-runoff model?
    • Jakeman AJ, Hornberger GM. 1993. How much complexity is warranted in a rainfall-runoff model? Water Resources Research 29(8): 2637-2650.
    • (1993) Water Resources Research , vol.29 , Issue.8 , pp. 2637-2650
    • Jakeman, A.J.1    Hornberger, G.M.2
  • 16
    • 0034642947 scopus 로고    scopus 로고
    • Noise reduction and prediction of hydrometeorological time series: Dynamical systems approach vs. stochastic approach
    • Jayawardena AW, Gurung AB. 2000. Noise reduction and prediction of hydrometeorological time series: dynamical systems approach vs. stochastic approach. Journal of Hydrology 228: 242-264.
    • (2000) Journal of Hydrology , vol.228 , pp. 242-264
    • Jayawardena, A.W.1    Gurung, A.B.2
  • 17
    • 0028199319 scopus 로고
    • Analysis and prediction of chaos in rainfall and stream flow time series
    • Jayawardena AW, Lai F. 1994. Analysis and prediction of chaos in rainfall and stream flow time series. Journal of Hydrology 153: 23-52.
    • (1994) Journal of Hydrology , vol.153 , pp. 23-52
    • Jayawardena, A.W.1    Lai, F.2
  • 19
    • 14944374458 scopus 로고    scopus 로고
    • Detection and predictive modeling of chaos in finite hydrological time series
    • Khan S, Ganguly AR, Saigal S. 2005. Detection and predictive modeling of chaos in finite hydrological time series. Nonlinear Processes in Geophysics 12: 41-53.
    • (2005) Nonlinear Processes in Geophysics , vol.12 , pp. 41-53
    • Khan, S.1    Ganguly, A.R.2    Saigal, S.3
  • 21
    • 0014534148 scopus 로고
    • Atmospheric predictability as revealed by naturally occurring analogues
    • Lorenz EN. 1969. Atmospheric predictability as revealed by naturally occurring analogues. Journal of the Atmospheric Sciences 26: 636-646.
    • (1969) Journal of the Atmospheric Sciences , vol.26 , pp. 636-646
    • Lorenz, E.N.1
  • 22
    • 0025262715 scopus 로고
    • Multifractals, universality classes and satellite and radar measurements of clouds and rain fields
    • Lovejoy S, Schertzer D. 1990. Multifractals, universality classes and satellite and radar measurements of clouds and rain fields. Journal of Geophysical Research 95(D3): 2021-2034.
    • (1990) Journal of Geophysical Research , vol.95 , Issue.D3 , pp. 2021-2034
    • Lovejoy, S.1    Schertzer, D.2
  • 23
    • 84892435708 scopus 로고
    • Some long run properties of geophysical records
    • Mandelbrot BB, Wallis JR. 1969. Some long run properties of geophysical records. Water Resources Research 5(2): 321-340.
    • (1969) Water Resources Research , vol.5 , Issue.2 , pp. 321-340
    • Mandelbrot, B.B.1    Wallis, J.R.2
  • 24
    • 0017185443 scopus 로고
    • Simple mathematical models with very complicated dynamics
    • May RM. 1976. Simple mathematical models with very complicated dynamics. Nature 261: 459-467.
    • (1976) Nature , vol.261 , pp. 459-467
    • May, R.M.1
  • 25
    • 5444260831 scopus 로고    scopus 로고
    • On the need for catchment classification
    • McDonnell JJ, Woods R. 2004. On the need for catchment classification. Journal of Hydrology 299: 2-3.
    • (2004) Journal of Hydrology , vol.299 , pp. 2-3
    • McDonnell, J.J.1    Woods, R.2
  • 27
    • 0031581524 scopus 로고    scopus 로고
    • Western US streamflow and atmospheric circulation patterns during El Niño-southern oscillation
    • Piechota TC, Dracup JA, Fovell RC. 1997. Western US streamflow and atmospheric circulation patterns during El Niño-southern oscillation. Journal of Hydrology 201: 249-271.
    • (1997) Journal of Hydrology , vol.201 , pp. 249-271
    • Piechota, T.C.1    Dracup, J.A.2    Fovell, R.C.3
  • 28
    • 0030619033 scopus 로고    scopus 로고
    • Nonlinear analysis of river flow time sequences
    • Porporato A, Ridolfi L. 1997. Nonlinear analysis of river flow time sequences. Water Resources Research 33(6): 1353-1367.
    • (1997) Water Resources Research , vol.33 , Issue.6 , pp. 1353-1367
    • Porporato, A.1    Ridolfi, L.2
  • 29
    • 0035879624 scopus 로고    scopus 로고
    • Multivariate nonlinear prediction of river flows
    • Porporato A, Ridolfi L. 2001. Multivariate nonlinear prediction of river flows. Journal of Hydrology 248(1-4): 109-122.
    • (2001) Journal of Hydrology , vol.248 , Issue.1-4 , pp. 109-122
    • Porporato, A.1    Ridolfi, L.2
  • 30
    • 0029659665 scopus 로고    scopus 로고
    • A deterministic geometric representation of temporal rainfall. Results for a storm in Boston
    • Puente CE, Obregon N. 1996. A deterministic geometric representation of temporal rainfall. Results for a storm in Boston. Water Resources Research 32(9): 2825-2839.
    • (1996) Water Resources Research , vol.32 , Issue.9 , pp. 2825-2839
    • Puente, C.E.1    Obregon, N.2
  • 34
    • 0034737012 scopus 로고    scopus 로고
    • Chaos theory in hydrology: Important issues and interpretations
    • Sivakumar B. 2000a. Chaos theory in hydrology: important issues and interpretations. Journal of Hydrology 227(1-4): 1-20.
    • (2000) Journal of Hydrology , vol.227 , Issue.1-4 , pp. 1-20
    • Sivakumar, B.1
  • 35
    • 0034306810 scopus 로고    scopus 로고
    • Fractal analysis of rainfall observed in two different climatic regions
    • Sivakumar B. 2000b. Fractal analysis of rainfall observed in two different climatic regions. Hydrological Sciences Journal 45(5): 727-738.
    • (2000) Hydrological Sciences Journal , vol.45 , Issue.5 , pp. 727-738
    • Sivakumar, B.1
  • 36
    • 0037186381 scopus 로고    scopus 로고
    • A phase-space reconstruction approach to prediction of suspended sediment concentration in rivers
    • Sivakumar B. 2002. A phase-space reconstruction approach to prediction of suspended sediment concentration in rivers. Journal of Hydrology 258: 149-162.
    • (2002) Journal of Hydrology , vol.258 , pp. 149-162
    • Sivakumar, B.1
  • 37
    • 0141425890 scopus 로고    scopus 로고
    • Forecasting monthly streamflow dynamics in the western United States: A nonlinear dynamical approach
    • Sivakumar B. 2003. Forecasting monthly streamflow dynamics in the western United States: a nonlinear dynamical approach. Environmental Modeling & Software 18(8-9): 721-728.
    • (2003) Environmental Modeling & Software , vol.18 , Issue.8-9 , pp. 721-728
    • Sivakumar, B.1
  • 38
    • 0042592966 scopus 로고    scopus 로고
    • Chaos theory in geophysics: Past, present and future
    • Sivakumar B. 2004a. Chaos theory in geophysics: past, present and future. Chaos, Solitons and Fractals 19(2): 441-462.
    • (2004) Chaos, Solitons and Fractals , vol.19 , Issue.2 , pp. 441-462
    • Sivakumar, B.1
  • 39
    • 4143082744 scopus 로고    scopus 로고
    • Dominant processes concept in hydrology: Moving forward
    • Sivakumar B. 2004b. Dominant processes concept in hydrology: moving forward. Hydrological Processes 18(12): 2349-2353.
    • (2004) Hydrological Processes , vol.18 , Issue.12 , pp. 2349-2353
    • Sivakumar, B.1
  • 40
    • 9944235074 scopus 로고    scopus 로고
    • Hydrologic modeling and forecasting: Role of thresholds
    • Sivakumar B. 2005a. Hydrologic modeling and forecasting: role of thresholds. Environmental Modeling & Software 20(5): 515-519.
    • (2005) Environmental Modeling & Software , vol.20 , Issue.5 , pp. 515-519
    • Sivakumar, B.1
  • 41
    • 23044504450 scopus 로고    scopus 로고
    • Correlation dimension estimation of hydrologic series and data size requirement: Myth and reality
    • Sivakumar B. 2005b. Correlation dimension estimation of hydrologic series and data size requirement: myth and reality. Hydrological Sciences Journal 50(4): 591-604.
    • (2005) Hydrological Sciences Journal , vol.50 , Issue.4 , pp. 591-604
    • Sivakumar, B.1
  • 42
    • 0036602828 scopus 로고    scopus 로고
    • An investigation of the presence of low-dimensional chaotic behavior in the sediment transport phenomenon
    • Sivakumar B, Jayawardena AW. 2002. An investigation of the presence of low-dimensional chaotic behavior in the sediment transport phenomenon. Hydrological Sciences Journal 47(3): 405-416.
    • (2002) Hydrological Sciences Journal , vol.47 , Issue.3 , pp. 405-416
    • Sivakumar, B.1    Jayawardena, A.W.2
  • 43
    • 2942731645 scopus 로고    scopus 로고
    • Deriving high-resolution sediment load data using a nonlinear deterministic approach
    • DOI:10.1029/2004WR003152
    • Sivakumar B, Wallender WW. 2004. Deriving high-resolution sediment load data using a nonlinear deterministic approach. Water Resources Research 40: W05403. DOI:10.1029/2004WR003152.
    • (2004) Water Resources Research , vol.40
    • Sivakumar, B.1    Wallender, W.W.2
  • 44
    • 21344444108 scopus 로고    scopus 로고
    • Predictability of river flow and sediment transport in the Mississippi River basin: A nonlinear deterministic approach
    • Sivakumar B, Wallender WW. 2005. Predictability of river flow and sediment transport in the Mississippi River basin: a nonlinear deterministic approach. Earth Surface Processes and Landforms 30(5): 665-677.
    • (2005) Earth Surface Processes and Landforms , vol.30 , Issue.5 , pp. 665-677
    • Sivakumar, B.1    Wallender, W.W.2
  • 47
    • 0041844533 scopus 로고    scopus 로고
    • Sivakumar B, Bemdtsson R, Olsson J, Jinno K. 2002a. Reply to Which chaos in the rainfall-runoff process? by Schertzer, et al., Hydrological Sciences Journal 47(1): 149-158.
    • Sivakumar B, Bemdtsson R, Olsson J, Jinno K. 2002a. Reply to "Which chaos in the rainfall-runoff process?" by Schertzer, et al., Hydrological Sciences Journal 47(1): 149-158.
  • 48
    • 0036214974 scopus 로고    scopus 로고
    • Is correlation dimension a reliable indicator of low-dimensional chaos in short hydrological time series?
    • DOI:10.1029/2001WR000333
    • Sivakumar B, Persson M, Berndtsson R, Uvo CB. 2002b. Is correlation dimension a reliable indicator of low-dimensional chaos in short hydrological time series? Water Resources Research 38(2): 1011. DOI:10.1029/2001WR000333.
    • (2002) Water Resources Research , vol.38 , Issue.2 , pp. 1011
    • Sivakumar, B.1    Persson, M.2    Berndtsson, R.3    Uvo, C.B.4
  • 49
    • 0037199712 scopus 로고    scopus 로고
    • River flow forecasting: Use of phase-space reconstruction and artificial neural networks approaches
    • Sivakumar B, Jayawardena AW, Fernando TMKG. 2002c. River flow forecasting: use of phase-space reconstruction and artificial neural networks approaches. Journal of Hydrology 265(1-4): 225-245.
    • (2002) Journal of Hydrology , vol.265 , Issue.1-4 , pp. 225-245
    • Sivakumar, B.1    Jayawardena, A.W.2    Fernando, T.M.K.G.3
  • 53
    • 0004106540 scopus 로고
    • Hydro-climatic data network (HCDN): A US Geological Survey streamflow data set for the United States for the study of climate variations
    • 1847-1988, 92-129
    • Slack JR, Landwehr VM. 1992. Hydro-climatic data network (HCDN): a US Geological Survey streamflow data set for the United States for the study of climate variations, 1847-1988. US Geological Survey Open File Report 92-129.
    • (1992) US Geological Survey Open File Report
    • Slack, J.R.1    Landwehr, V.M.2
  • 54
    • 0000779360 scopus 로고
    • Detecting strange attractors in turbulence
    • Dynamical Systems and Turbulence, Rand DA, Young LS eds, Springer-Verlag: Berlin, Germany;
    • Takens F. 1981. Detecting strange attractors in turbulence. In Dynamical Systems and Turbulence, Rand DA, Young LS (eds). Lecture Notes in Mathematics 898. Springer-Verlag: Berlin, Germany; 366-381.
    • (1981) Lecture Notes in Mathematics , vol.898 , pp. 366-381
    • Takens, F.1
  • 55
    • 0024189716 scopus 로고
    • Monitoring baseline suspended sediment in forested basins: The effects of sampling of suspended sediment rating curves
    • Thomas RB. 1988. Monitoring baseline suspended sediment in forested basins: the effects of sampling of suspended sediment rating curves. Hydrological Sciences Journal 33(5): 499-514.
    • (1988) Hydrological Sciences Journal , vol.33 , Issue.5 , pp. 499-514
    • Thomas, R.B.1
  • 56
    • 0027795911 scopus 로고
    • Estimating the dimension of weather and climate attractors: Important issues about the procedure and interpretation
    • Tsonis AA, Elsner JB, Georgakakos KP. 1993. Estimating the dimension of weather and climate attractors: important issues about the procedure and interpretation. Journal of the Atmospheric Sciences 50: 2549-2555.
    • (1993) Journal of the Atmospheric Sciences , vol.50 , pp. 2549-2555
    • Tsonis, A.A.1    Elsner, J.B.2    Georgakakos, K.P.3
  • 59
    • 0017503171 scopus 로고
    • Assessing the accuracy of suspended sediment rating curves for a small basin
    • Walling DR. 1977. Assessing the accuracy of suspended sediment rating curves for a small basin. Water Resources Research 13(3): 531-538.
    • (1977) Water Resources Research , vol.13 , Issue.3 , pp. 531-538
    • Walling, DR.1
  • 60
    • 0041729550 scopus 로고    scopus 로고
    • Seeing catchments with new eyes
    • Woods R. 2002. Seeing catchments with new eyes. Hydrological Processes 16: 1111-1113.
    • (2002) Hydrological Processes , vol.16 , pp. 1111-1113
    • Woods, R.1
  • 62
    • 0030464374 scopus 로고    scopus 로고
    • Simplicity out of complexity in environmental systems: Occam's razor revisited
    • Young PC, Parkinson SD, Lees M. 1996. Simplicity out of complexity in environmental systems: Occam's razor revisited. Journal of Applied Statistics 23: 165-210.
    • (1996) Journal of Applied Statistics , vol.23 , pp. 165-210
    • Young, P.C.1    Parkinson, S.D.2    Lees, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.