메뉴 건너뛰기




Volumn 53, Issue 3, 2008, Pages 640-655

Comparison of non-parametric and parametric water temperature models on the Nivelle River, France

Author keywords

k nearest neighbours; Non parametric vs parametric models; PARX; Stream water temperature

Indexed keywords

ATMOSPHERIC TEMPERATURE; ESTIMATION; MOBILE TELECOMMUNICATION SYSTEMS; MODAL ANALYSIS; NUMBER THEORY; NUMERICAL METHODS; OCEAN HABITATS; PARAMETER ESTIMATION; REGRESSION ANALYSIS; RIVERS; TEMPERATURE; VARIATIONAL TECHNIQUES;

EID: 45449109641     PISSN: 02626667     EISSN: None     Source Type: Journal    
DOI: 10.1623/hysj.53.3.640     Document Type: Article
Times cited : (31)

References (58)
  • 2
    • 84855985279 scopus 로고    scopus 로고
    • Development of a mechanistically based, basin-scale stream temperature model: Applications to cumulative effects modeling. USDA Forest Service Gen
    • Tech. Rep. PSW-GTR-194
    • Allen, D., Dietrich, W., Baker, P., Ligon, F. & Orr, B. (2007) Development of a mechanistically based, basin-scale stream temperature model: applications to cumulative effects modeling. USDA Forest Service Gen. Tech. Rep. PSW-GTR-194.
    • (2007)
    • Allen, D.1    Dietrich, W.2    Baker, P.3    Ligon, F.4    Orr, B.5
  • 3
    • 0004016052 scopus 로고
    • Stream temperature Investigations: Field and analytic methods
    • US Fish and Wildlife Service Paper no. 13
    • Bartholow, J. M. (1989) Stream temperature Investigations: field and analytic methods. Instrearn flow information. US Fish and Wildlife Service Paper no. 13.
    • (1989) Instrearn flow information
    • Bartholow, J.M.1
  • 4
    • 45449104075 scopus 로고    scopus 로고
    • Bartholow, J. M, 1999) SSTEMP for Windows: The Stream Segment Temperature Model Version 1.1.3, US Geological Survey computer model and help file
    • Bartholow, J. M. (1999) SSTEMP for Windows: The Stream Segment Temperature Model (Version 1.1.3). US Geological Survey computer model and help file.
  • 6
    • 30944434614 scopus 로고    scopus 로고
    • Estimation de la température de l'eau en rivière en utilisatn les réseaux de neuronnes et la régression linéraire multiple
    • Bélanger, M., El-Jabi, N., Caissie, D., Ashkar, F. & Ribi, J.-M. (2005) Estimation de la température de l'eau en rivière en utilisatn les réseaux de neuronnes et la régression linéraire multiple. Rev. Sci. Eau 18(3), 403-421.
    • (2005) Rev. Sci. Eau , vol.18 , Issue.3 , pp. 403-421
    • Bélanger, M.1    El-Jabi, N.2    Caissie, D.3    Ashkar, F.4    Ribi, J.-M.5
  • 7
    • 38349146470 scopus 로고    scopus 로고
    • Modeling of water temperatures based on stochastic approaches: Case study of Deschutes River (Oregon, USA)
    • Benyahya, L., St-Hilaire, A., Ouarda, T. B. M. J., Bobée, B. & Nedushan, B. (2007) Modeling of water temperatures based on stochastic approaches: case study of Deschutes River (Oregon, USA). J. Environ. Engng Sci. 6, 437-448.
    • (2007) J. Environ. Engng Sci , vol.6 , pp. 437-448
    • Benyahya, L.1    St-Hilaire, A.2    Ouarda, T.B.M.J.3    Bobée, B.4    Nedushan, B.5
  • 8
    • 45449118314 scopus 로고
    • Habitat requirements of salmonids in streams. Influences of forest and rangeland management in salmonid fishes and their habitats
    • American Fisheries Society, Bethesda, Maryland, USA
    • Bjornn, J. R. & Reiser, G. W. (1991) Habitat requirements of salmonids in streams. Influences of forest and rangeland management in salmonid fishes and their habitats. In: Special Publication 15, 73-158. American Fisheries Society, Bethesda, Maryland, USA.
    • (1991) Special Publication 15, 73-158
    • Bjornn, J.R.1    Reiser, G.W.2
  • 10
    • 0000560401 scopus 로고
    • Effects of clear-cutting on stream temperature
    • Brown, G. W. & Krygier, J. T. (1970) Effects of clear-cutting on stream temperature. Water Resour. Res. 6(4), 1133-1139.
    • (1970) Water Resour. Res , vol.6 , Issue.4 , pp. 1133-1139
    • Brown, G.W.1    Krygier, J.T.2
  • 11
    • 33746265524 scopus 로고    scopus 로고
    • The thermal regime of rivers: A review
    • Caissie, D. (2006) The thermal regime of rivers: a review. Freshwater Biol. 51(8), 1389-1406.
    • (2006) Freshwater Biol , vol.51 , Issue.8 , pp. 1389-1406
    • Caissie, D.1
  • 12
    • 0032051498 scopus 로고    scopus 로고
    • Stochastic modelling of water temperatures in a small stream using air to water relations
    • Caissie, D., El-Jabi, N. & St-Hilaire, A. (1998) Stochastic modelling of water temperatures in a small stream using air to water relations. Can. J. Civil Engng 25, 250-260.
    • (1998) Can. J. Civil Engng , vol.25 , pp. 250-260
    • Caissie, D.1    El-Jabi, N.2    St-Hilaire, A.3
  • 13
    • 0035885424 scopus 로고    scopus 로고
    • Modeling of maximum daily water temperatures in a small stream using air temperatures
    • Caissie, D., El-Jabi, N. & Satish, M. (2001) Modeling of maximum daily water temperatures in a small stream using air temperatures. J. Hydrol. 251, 14-28.
    • (2001) J. Hydrol , vol.251 , pp. 14-28
    • Caissie, D.1    El-Jabi, N.2    Satish, M.3
  • 14
    • 22944436799 scopus 로고    scopus 로고
    • Predicting river water temperatures using equilibrium temperature concept with application on Miramichi River catchments (New Brunswick, Canada)
    • Caissie, D., Satish M. G. & El-Jabi, N. (2005) Predicting river water temperatures using equilibrium temperature concept with application on Miramichi River catchments (New Brunswick, Canada). Hydrol. Processes 19, 2137-2159.
    • (2005) Hydrol. Processes , vol.19 , pp. 2137-2159
    • Caissie, D.1    Satish, M.G.2    El-Jabi, N.3
  • 15
    • 45449096118 scopus 로고    scopus 로고
    • USBR Columbia River pump exchange project
    • Washington State Department of Ecology Publ
    • Carroll, J. & Joy, J. (2001) USBR Columbia River pump exchange project. Potential water quality impacts on the Yakima River. Washington State Department of Ecology Publ. no. 01-03-000.
    • (2001) Potential water quality impacts on the Yakima River , Issue.1 -03-000
    • Carroll, J.1    Joy, J.2
  • 16
    • 0001930125 scopus 로고
    • Relationship between stream water temperature and ambient air temperature - a simple autoregressive model for mean daily stream water temperature fluctuations
    • Cluis, D. (1972) Relationship between stream water temperature and ambient air temperature - a simple autoregressive model for mean daily stream water temperature fluctuations. Nordic Hydrol. 3(2), 65-71.
    • (1972) Nordic Hydrol , vol.3 , Issue.2 , pp. 65-71
    • Cluis, D.1
  • 17
    • 0001514233 scopus 로고
    • Compilation of temperature preference data
    • Coutant, C. C. (1977) Compilation of temperature preference data. J. Fish. Res. Board Can. 34, 739-747.
    • (1977) J. Fish. Res. Board Can , vol.34 , pp. 739-747
    • Coutant, C.C.1
  • 18
    • 33746861895 scopus 로고    scopus 로고
    • Climate impacts at multiple scales: Evidence for differential population responses in juvenile Chinook salmon
    • Crozier, L. & Zabel, R. W. (2006) Climate impacts at multiple scales: evidence for differential population responses in juvenile Chinook salmon. J. Anim. Ecol. 75(5), 1100-1109.
    • (2006) J. Anim. Ecol , vol.75 , Issue.5 , pp. 1100-1109
    • Crozier, L.1    Zabel, R.W.2
  • 19
    • 0038713397 scopus 로고    scopus 로고
    • Variability of demographic parameters and population dynamics of Atlantic salmon (Salmo salar L.) in a southwest French river
    • Dumas, J. & Prouzet, P. (2003) Variability of demographic parameters and population dynamics of Atlantic salmon (Salmo salar L.) in a southwest French river. ICES J. Mar. Sci. 60(2), 356-370.
    • (2003) ICES J. Mar. Sci , vol.60 , Issue.2 , pp. 356-370
    • Dumas, J.1    Prouzet, P.2
  • 20
    • 0343391218 scopus 로고    scopus 로고
    • Predicting Chemical parameters of river water quality from bioindicator data
    • Dzeroski, S., Demsar, D. & Grbovic, J. (2000) Predicting Chemical parameters of river water quality from bioindicator data. Applied Intelligence 13, 7-17.
    • (2000) Applied Intelligence , vol.13 , pp. 7-17
    • Dzeroski, S.1    Demsar, D.2    Grbovic, J.3
  • 21
    • 0029818888 scopus 로고    scopus 로고
    • Effects of climate warming on fish thermal habitat in streams of the United States
    • Eaton, J. G. & Shelter, R. M. (1996) Effects of climate warming on fish thermal habitat in streams of the United States. Limnol. & Oceanogr. 41(5), 1109-1115.
    • (1996) Limnol. & Oceanogr , vol.41 , Issue.5 , pp. 1109-1115
    • Eaton, J.G.1    Shelter, R.M.2
  • 22
    • 0034235473 scopus 로고    scopus 로고
    • Linear air/water temperature correlations for streams during open water periods
    • Erickson, T. R. & Stefan, H. G. (2000) Linear air/water temperature correlations for streams during open water periods. J. Hydrol. Engng ASCE 5(3), 317-321.
    • (2000) J. Hydrol. Engng ASCE , vol.5 , Issue.3 , pp. 317-321
    • Erickson, T.R.1    Stefan, H.G.2
  • 23
    • 0025383534 scopus 로고
    • A comparison of parametric and non-parametric methods for runoff forecasting
    • Galeati, G. (1990) A comparison of parametric and non-parametric methods for runoff forecasting. Hydrol. Sci. J. 35(1), 79-94.
    • (1990) Hydrol. Sci. J , vol.35 , Issue.1 , pp. 79-94
    • Galeati, G.1
  • 24
    • 0037608781 scopus 로고    scopus 로고
    • Predicting stream temperatures: Geostatistical model comparison using alternative distance metrics
    • Gardner B., Sullivan P. J. & Lembo, A. J., Jr (2003) Predicting stream temperatures: geostatistical model comparison using alternative distance metrics. Can. J. Fish. Aquat Sci. 60(3), 344-351.
    • (2003) Can. J. Fish. Aquat Sci , vol.60 , Issue.3 , pp. 344-351
    • Gardner, B.1    Sullivan, P.J.2    Lembo Jr, A.J.3
  • 25
    • 0032440247 scopus 로고    scopus 로고
    • Quantifying the effects of stream discharge of summer river temperature
    • Gu, R., Montgomery, S. & Austin, T. (1998) Quantifying the effects of stream discharge of summer river temperature. Hydrol. Sci. J. 43(6), 885-894.
    • (1998) Hydrol. Sci. J , vol.43 , Issue.6 , pp. 885-894
    • Gu, R.1    Montgomery, S.2    Austin, T.3
  • 26
    • 0036096754 scopus 로고    scopus 로고
    • The timing of adult sockeye salmon migration into fresh water: Adaptations by populations to prevailing thermal regimes
    • Hodgson, S. & Quinn, T. P. (2002) The timing of adult sockeye salmon migration into fresh water: adaptations by populations to prevailing thermal regimes. Can. J. Zool. 80(3), 542-555.
    • (2002) Can. J. Zool , vol.80 , Issue.3 , pp. 542-555
    • Hodgson, S.1    Quinn, T.P.2
  • 27
    • 0024250291 scopus 로고
    • Effects of logging on stream temperatures in Carnation Creek, British Columbia, and associated impacts on the coho salmon (Oncorhynchus kisutch)
    • Holtby, L. B. (1988) Effects of logging on stream temperatures in Carnation Creek, British Columbia, and associated impacts on the coho salmon (Oncorhynchus kisutch). Can. J. Fish. Aquat. Sci. 45, 502-515.
    • (1988) Can. J. Fish. Aquat. Sci , vol.45 , pp. 502-515
    • Holtby, L.B.1
  • 28
    • 0004155709 scopus 로고
    • Lexington Books, Massachusetts, USA
    • Hsia, T. J. (1977) System Identification. Lexington Books, Massachusetts, USA.
    • (1977) System Identification
    • Hsia, T.J.1
  • 29
    • 0002849012 scopus 로고
    • Calibration of process-oriented models
    • Janssen, P. H. M. & Heuberger, P. S. C. (1995) Calibration of process-oriented models. Ecol. Modelling. 83, 55-66.
    • (1995) Ecol. Modelling , vol.83 , pp. 55-66
    • Janssen, P.H.M.1    Heuberger, P.S.C.2
  • 30
    • 0023524387 scopus 로고
    • Nearest-neigbbor methods for non-parametric rainfall-runoff forecasting
    • Karlsson, M. & Yakowitz, S. (1987) Nearest-neigbbor methods for non-parametric rainfall-runoff forecasting. Water Resour. Res. 23(7), 1300-1308.
    • (1987) Water Resour. Res , vol.23 , Issue.7 , pp. 1300-1308
    • Karlsson, M.1    Yakowitz, S.2
  • 31
    • 0039264386 scopus 로고
    • Analysis ofwater temperature variations in large river
    • Kothandaraman, V. (1971) Analysis ofwater temperature variations in large river. J. Sanit. Engng Div. ASCE 97(SA1), 19-31.
    • (1971) J. Sanit. Engng Div. ASCE , vol.97 , Issue.SA1 , pp. 19-31
    • Kothandaraman, V.1
  • 32
    • 40349116048 scopus 로고    scopus 로고
    • Medium-range flow prediction for the Nile: A comparison of stochastic and deterministic methods
    • Koutsoyiannis, D., Yao, H. & Georgakakos, A. (2008). Medium-range flow prediction for the Nile: a comparison of stochastic and deterministic methods. Hydrol. Sci. J. 53(1), 142-164.
    • (2008) Hydrol. Sci. J , vol.53 , Issue.1 , pp. 142-164
    • Koutsoyiannis, D.1    Yao, H.2    Georgakakos, A.3
  • 33
    • 0001063516 scopus 로고
    • Critical thermal maxima of five trout streams in the southwestern United States
    • Lee, R. M. & Rinne, J. N. (1980) Critical thermal maxima of five trout streams in the southwestern United States. Trans. Am. Fish. Soc. 109(6), 632-635.
    • (1980) Trans. Am. Fish. Soc , vol.109 , Issue.6 , pp. 632-635
    • Lee, R.M.1    Rinne, J.N.2
  • 34
    • 0036433466 scopus 로고    scopus 로고
    • The effects of environmental heat stress on heat-shock mRNA and protein expression in Miramichi Atlantic salmon (Salmo salar) parr
    • Lund, S. G., Caissie, D., Cunjak, R. A., Vijayan, M. M. & Tufts, B. L. (2002) The effects of environmental heat stress on heat-shock mRNA and protein expression in Miramichi Atlantic salmon (Salmo salar) parr. Can. J. Fish. Aquat. Sci. 59, 1553-1562.
    • (2002) Can. J. Fish. Aquat. Sci , vol.59 , pp. 1553-1562
    • Lund, S.G.1    Caissie, D.2    Cunjak, R.A.3    Vijayan, M.M.4    Tufts, B.L.5
  • 35
    • 0031662199 scopus 로고    scopus 로고
    • A nonlinear regression model for weekly stream temperatures
    • Mohseni, O., Stefan, H. G. & Erickson, T. R. (1998) A nonlinear regression model for weekly stream temperatures. Water Resour. Res. 34(10), 2685-2692.
    • (1998) Water Resour. Res , vol.34 , Issue.10 , pp. 2685-2692
    • Mohseni, O.1    Stefan, H.G.2    Erickson, T.R.3
  • 36
    • 0033600008 scopus 로고    scopus 로고
    • Stream temperature/air temperature relationship: A physical interpretation
    • Mohseni, O. & Stefan, H. G. (1999) Stream temperature/air temperature relationship: a physical interpretation. J. Hydrol. 218, 128-141.
    • (1999) J. Hydrol , vol.218 , pp. 128-141
    • Mohseni, O.1    Stefan, H.G.2
  • 37
    • 11844255654 scopus 로고    scopus 로고
    • Estimating stream temperature from air temperature: Implications for future water quality
    • Morill, J. C., Bales, R. C. & Conklin, M. (2005) Estimating stream temperature from air temperature: implications for future water quality. J. Environ. Engng ASCE 131(1), 139-146.
    • (2005) J. Environ. Engng ASCE , vol.131 , Issue.1 , pp. 139-146
    • Morill, J.C.1    Bales, R.C.2    Conklin, M.3
  • 38
    • 0000493771 scopus 로고
    • Predicting river temperatures with a hydrological model
    • Gulf Publishing Company, Hudson, Texas, USA
    • Morin, G., & Couillard, D. (1990) Predicting river temperatures with a hydrological model. In: Encyclopaedia of Fluid Mechanics, 10. Gulf Publishing Company, Hudson, Texas, USA.
    • (1990) Encyclopaedia of Fluid Mechanics , pp. 10
    • Morin, G.1    Couillard, D.2
  • 39
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models. Part A. Discussion of principles
    • Nash, J. E. & Sutcliffe, J. V. (1970) River flow forecasting through conceptual models. Part A. Discussion of principles. J. Hydrol. 10, 282-290.
    • (1970) J. Hydrol , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 40
    • 0041813270 scopus 로고    scopus 로고
    • A regression model for daily maximum stream temperature
    • Neumann, D. W., Zagona, E. A. & Rajagopalan, B. (2003) A regression model for daily maximum stream temperature. J. Environ. Engng 129(7), 667-674.
    • (2003) J. Environ. Engng , vol.129 , Issue.7 , pp. 667-674
    • Neumann, D.W.1    Zagona, E.A.2    Rajagopalan, B.3
  • 41
    • 0031232072 scopus 로고    scopus 로고
    • Forecasting with periodic models: A comparison with time invariant coefficient models
    • Novales, A. & de Frutto, R. F. (1997) Forecasting with periodic models: a comparison with time invariant coefficient models. Int. J. Forecasting 13(3), 393-405.
    • (1997) Int. J. Forecasting , vol.13 , Issue.3 , pp. 393-405
    • Novales, A.1    de Frutto, R.F.2
  • 43
    • 84952507417 scopus 로고
    • The performance of periodic autoregressive models in forecasting seasonal UK consumption
    • Osborn, D. & Smith, J. (1989) The performance of periodic autoregressive models in forecasting seasonal UK consumption. J. Bus. Econom. Statist. 7(1), 117-127.
    • (1989) J. Bus. Econom. Statist , vol.7 , Issue.1 , pp. 117-127
    • Osborn, D.1    Smith, J.2
  • 44
    • 0032192094 scopus 로고    scopus 로고
    • Stream temperature correlations with air temperatures in Minnesota: Implications for climate warming
    • Pilgrim, J. M., Fang, X. & Stefan, H. G. (1998) Stream temperature correlations with air temperatures in Minnesota: implications for climate warming. J. Am. Water Resour. Assoc. 34(5), 1109-1121.
    • (1998) J. Am. Water Resour. Assoc , vol.34 , Issue.5 , pp. 1109-1121
    • Pilgrim, J.M.1    Fang, X.2    Stefan, H.G.3
  • 45
    • 0002718318 scopus 로고
    • Approximate tests of correlation in time series
    • Quenouille, M. (1949) Approximate tests of correlation in time series. J. Roy. Statist. Soc. B 11, 18-84.
    • (1949) J. Roy. Statist. Soc. B , vol.11 , pp. 18-84
    • Quenouille, M.1
  • 46
    • 0001805672 scopus 로고
    • Analysis and modeling of hydrologic time series
    • Chapter 19, ed. by D. R. Maidment, McGraw-Hill, New York, USA
    • Salas, J. D. (1993) Analysis and modeling of hydrologic time series. Chapter 19, in: Handbook of Hydrology (ed. by D. R. Maidment). McGraw-Hill, New York, USA.
    • (1993) Handbook of Hydrology
    • Salas, J.D.1
  • 47
    • 0000898845 scopus 로고
    • An analysis of variance test for normality (complete samples)
    • Shapiro, S. S. & Wilk, M. B. (1965) An analysis of variance test for normality (complete samples). Biometrika. 52(3-4), 591-611.
    • (1965) Biometrika , vol.52 , Issue.3-4 , pp. 591-611
    • Shapiro, S.S.1    Wilk, M.B.2
  • 48
    • 57249104566 scopus 로고    scopus 로고
    • Water temperature modelling in a small forested stream: Implication of forest canopy and soil temperature
    • St-Hilaire, A., Morin, G., El-Jabi, N. & Caissie, D. (2000) Water temperature modelling in a small forested stream: implication of forest canopy and soil temperature. Can. J. Civil Engng 27(6), 1095-1108.
    • (2000) Can. J. Civil Engng , vol.27 , Issue.6 , pp. 1095-1108
    • St-Hilaire, A.1    Morin, G.2    El-Jabi, N.3    Caissie, D.4
  • 49
    • 0042067946 scopus 로고    scopus 로고
    • Sensitivity analysis of a deterministic water temperature model to forest canopy and soil temperature in Catamaran Brook (New Brunswick, Canada)
    • St-Hilaire, A., Morin, G., El-Jabi, N. & Caissie, D. (2003) Sensitivity analysis of a deterministic water temperature model to forest canopy and soil temperature in Catamaran Brook (New Brunswick, Canada). Hydrol. Processes 17(10), 2033-2047.
    • (2003) Hydrol. Processes , vol.17 , Issue.10 , pp. 2033-2047
    • St-Hilaire, A.1    Morin, G.2    El-Jabi, N.3    Caissie, D.4
  • 50
    • 33750994941 scopus 로고    scopus 로고
    • Suspended sediment concentrations downstream of a harvested peat hog : Analysis and preliminary modelling of exceedances using logistic regression
    • St-Hilaire, A., Courtenay, S.C., Diaz-Delgado, C., Pavey, B., Ouarda, T. B. M J., Boghen, A. & Bobée, B. (2006) Suspended sediment concentrations downstream of a harvested peat hog : analysis and preliminary modelling of exceedances using logistic regression. Can. J. Water Resour. 31(3), 139-156.
    • (2006) Can. J. Water Resour , vol.31 , Issue.3 , pp. 139-156
    • St-Hilaire, A.1    Courtenay, S.C.2    Diaz-Delgado, C.3    Pavey, B.4    Ouarda, T.B.M.J.5    Boghen, A.6    Bobée, B.7
  • 51
    • 0027226430 scopus 로고
    • Stream temperature estimation from air temperature
    • Stefan, H. G. & Preud'homme, E. B. (1993) Stream temperature estimation from air temperature. Water Resour. Bull. 29, 27-45.
    • (1993) Water Resour. Bull , vol.29 , pp. 27-45
    • Stefan, H.G.1    Preud'homme, E.B.2
  • 52
    • 37849188585 scopus 로고    scopus 로고
    • Modification of a stream temperature model with Beer's law and application to Gaoshan Creek in Taiwan
    • Tung, C. P., Yang, Y-C. E. & Li, M. H. (2007) Modification of a stream temperature model with Beer's law and application to Gaoshan Creek in Taiwan. Ecol. Mod. 200(1-2), 217-224.
    • (2007) Ecol. Mod , vol.200 , Issue.1-2 , pp. 217-224
    • Tung, C.P.1    Yang, Y.-C.E.2    Li, M.H.3
  • 53
    • 0030834316 scopus 로고    scopus 로고
    • Periodic stationarity conditions for periodic autoregressive moving average processes as eigenvalue problems
    • Ula, T. A. & Smadi, A. A. (1997) Periodic stationarity conditions for periodic autoregressive moving average processes as eigenvalue problems. Water Resour. Res. 33(8), 1929-1934.
    • (1997) Water Resour. Res , vol.33 , Issue.8 , pp. 1929-1934
    • Ula, T.A.1    Smadi, A.A.2
  • 54
    • 0022136566 scopus 로고
    • Periodic autoregressive-moving average (PARMA) modeling with applications to water resources
    • Vecchia, A. V. (1985) Periodic autoregressive-moving average (PARMA) modeling with applications to water resources. Water Resour. Bull. 21(5), 721-730.
    • (1985) Water Resour. Bull , vol.21 , Issue.5 , pp. 721-730
    • Vecchia, A.V.1
  • 55
    • 0027869488 scopus 로고
    • Temporal variability in the impact of river regulation on thermal regime and some biological implications
    • Webb, B. W. & Walling, D. E. (1993) Temporal variability in the impact of river regulation on thermal regime and some biological implications. Freshwater Biol. 29(1), 167-182.
    • (1993) Freshwater Biol , vol.29 , Issue.1 , pp. 167-182
    • Webb, B.W.1    Walling, D.E.2
  • 56
    • 0031076325 scopus 로고    scopus 로고
    • A long-term perspective on the nature of the air-water temperature relationship: A case study
    • Webb, B. W. & Nobilis, F. (1997) A long-term perspective on the nature of the air-water temperature relationship: a case study. Hydrol. Processes 11(2), 137-147.
    • (1997) Hydrol. Processes , vol.11 , Issue.2 , pp. 137-147
    • Webb, B.W.1    Nobilis, F.2
  • 57
    • 0242571949 scopus 로고    scopus 로고
    • Water-air temperature relationships in a Devon river system and the role of flow
    • Webb, B. W., Clack, P. D. & Walling, D. E. (2003) Water-air temperature relationships in a Devon river system and the role of flow. Hydrol. Processes 17(15), 3069-3084.
    • (2003) Hydrol. Processes , vol.17 , Issue.15 , pp. 3069-3084
    • Webb, B.W.1    Clack, P.D.2    Walling, D.E.3
  • 58
    • 0009735628 scopus 로고
    • Nearest-neighbor methods with application to rainfall/runoff prediction
    • ed. by J. B. MacNeil & G. J. Humphries, D. Reidel, Norwell, Massachusetts, USA
    • Yakowitz, S., & Karlsson, M. (1987) Nearest-neighbor methods with application to rainfall/runoff prediction. In: Stochastic Hydrology (ed. by J. B. MacNeil & G. J. Humphries), 149-160. D. Reidel, Norwell, Massachusetts, USA.
    • (1987) Stochastic Hydrology , pp. 149-160
    • Yakowitz, S.1    Karlsson, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.