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Original Articles

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

Comparaison de modèles paramétriques et non-paramétriques de température de l'eau de la Rivière Nivelle, France

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Pages 640-655 | Received 08 Feb 2007, Accepted 18 Feb 2008, Published online: 18 Jan 2010

REFERENCES

  • Ahmadi-Nedushan , B. , St-Hilaire , A. , Ouarda , T. B. M. J. , Bilodeau , L. , Robichaud , É. , Thiémonge , N. and Bobée , B. 2007 . Predicting river water temperatures using stochastic models: case study of the Moisie River (Québec, Canada). . Hydrol. Processes , 21 ( 1 ) : 21 – 34 .
  • Allen , D. , Dietrich , W. , Baker , P. , Ligon , F. and 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.
  • Bartholow , J. M. 1989 . “ Stream temperature Investigations: field and analytic methods. Instream flow information. ” . US Fish and Wildlife Service Paper no. 13.
  • Bartholow , J. M. 1999 . “ SSTEMP for Windows: The Stream Segment Temperature Model (Version 1.1.3). ” . US Geological Survey computer model and help file.
  • Bartolini , P. , Salas , J. D. and Obeysekera , J. T. B. 1988 . Multivariate periodic ARMA(1,1) processes. . Water Resour. Res. , 24 ( 8 ) : 1237 – 1246 .
  • Bélanger , M. , El-Jabi , N. , Caissie , D. , Ashkar , F. and 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 .
  • Benyahya , L. , St-Hilaire , A. , Ouarda , T. B. M. J. , Bobée , B. and 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 .
  • Bjornn , J. R. and Reiser , G. W. 1991 . “ Habitat requirements of salmonids in streams. Influences of forest and rangeland management in salmonid fishes and their habitats. ” . 73 – 158 . Bethesda, Maryland, , USA : American Fisheries Society . Special Publication 15
  • Box , G. E. P. and Jenkins , G. M. 1976 . “ Time series analysis: forecasting and control (second revised edn). ” . Holden-Day, San Francisco, , USA
  • Brown , G. W. and Krygier , J. T. 1970 . Effects of clear-cutting on stream temperature. . Water Resour. Res. , 6 ( 4 ) : 1133 – 1139 .
  • Caissie , D. 2006 . The thermal regime of rivers: a review. . Freshwater Biol. , 51 ( 8 ) : 1389 – 1406 .
  • Caissie , D. , El-Jabi , N. and 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 .
  • Caissie , D. , El-Jabi , N. and Satish , M. 2001 . Modeling of maximum daily water temperatures in a small stream using air temperatures. . J. Hydrol. , 251 : 14 – 28 .
  • Caissie , D. , Satish , M. G. and 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 .
  • Carroll , J. and 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.
  • 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 .
  • Coutant , C. C. 1977 . Compilation of temperature preference data. . J. Fish. Res. Board Can. , 34 : 739 – 747 .
  • Crozier , L. and 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 .
  • Dumas , J. and 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 .
  • Dzeroski , S. , Demsar , D. and Grbovic , J. 2000 . Predicting Chemical parameters of river water quality from bioindicator data. . Applied Intelligence , 13 : 7 – 17 .
  • Eaton , J. G. and Sheller , R. M. 1996 . Effects of climate warming on fish thermal habitat in streams of the United States. . Limnol. & Oceanogr. , 41 ( 5 ) : 1109 – 1115 .
  • Erickson , T. R. and Stefan , H. G. 2000 . Linear air/water temperature correlations for streams during open water periods. . J. Hydrol. Engng ASCE , 5 ( 3 ) : 317 – 321 .
  • Galeati , G. 1990 . A comparison of parametric and non-parametric methods for runoff forecasting. . Hydrol. Sci. J. , 35 ( 1 ) : 79 – 94 .
  • Gardner , B. , Sullivan , P. J. and Lembo , A. J. Jr . 2003 . Predicting stream temperatures: geostatistical model comparison using alternative distance metrics. . Can. J. Fish. Aquat. Sci. , 60 ( 3 ) : 344 – 351 .
  • Gu , R. , Montgomery , S. and Austin , T. 1998 . Quantifying the effects of stream discharge of summer river temperature. . Hydrol. Sci. J. , 43 ( 6 ) : 885 – 894 .
  • Hodgson , S. and 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 .
  • 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 .
  • Hsia , T. J. 1977 . System Identification. Massachusetts, , USA : Lexington Books .
  • Janssen , P. H. M. and Heuberger , P. S. C. 1995 . Calibration of process-oriented models. . Ecol. Modelling. , 83 : 55 – 66 .
  • Karlsson , M. and Yakowitz , S. 1987 . Nearest-neighbor methods for non-parametric rainfall-runoff forecasting. . Water Resour. Res. , 23 ( 7 ) : 1300 – 1308 .
  • Kothandaraman , V. 1971 . Analysis of water temperature variations in large river. . J. Sanit. Engng Div. ASCE , 97 ( SA1 ) : 19 – 31 .
  • Koutsoyiannis , D. , Yao , H. and Georgakakos , A. 2008 . Medium-range flow prediction for the Nile: a comparison of stochastic and deterministic methods. . Hydrol. Sci. J. , 53 ( 1 ) : 142 – 164 .
  • Lee , R. M. and Rinne , J. N. 1980 . Critical thermal maxima of five trout streams in the southwestern United States. . Trans. Am. Fish. Soc. , 109 ( 6 ) : 632 – 635 .
  • Lund , S. G. , Caissie , D. , Cunjak , R. A. , Vijayan , M. M. and Tufts , B. L. 2002 . The effects of environmental heat stress on heatshock mRNA and protein expression in Miramichi Atlantic salmon (Salmo salar) parr. . Can. J. Fish. Aquat. Sci. , 59 : 1553 – 1562 .
  • Mohseni , O. , Stefan , H. G. and Erickson , T. R. 1998 . A nonlinear regression model for weekly stream temperatures. . Water Resour. Res. , 34 ( 10 ) : 2685 – 2692 .
  • Mohseni , O. and Stefan , H. G. 1999 . Stream temperature/air temperature relationship: a physical interpretation. . J. Hydrol. , 218 : 128 – 141 .
  • Morill , J. C. , Bales , R. C. and Conklin , M. 2005 . Estimating stream temperature from air temperature: implications for future water quality. . J. Environ. Engng ASCE , 131 ( 1 ) : 139 – 146 .
  • Morin , G. and Couillard , D. 1990 . “ Predicting river temperatures with a hydrological model. ” . In Encyclopaedia of Fluid Mechanics Hudson, Texas, , USA : Gulf Publishing Company .
  • Nash , J. E. and Sutcliffe , J. V. 1970 . River flow forecasting through conceptual models. Part A. Discussion of principles. . J. Hydrol. , 10 : 282 – 290 .
  • Neumann , D. W. , Zagona , E. A. and Rajagopalan , B. 2003 . A regression model for daily maximum stream temperature. . J. Environ. Engng , 129 ( 7 ) : 667 – 674 .
  • Novales , A. and de Frutto , R. F. 1997 . Forecasting with periodic models: a comparison with time invariant coefficient models. . Int. J. Forecasting , 13 ( 3 ) : 393 – 405 .
  • Oliver , G. and Fidler , L. 2001 . “ Towards a water quality guideline for temperature in the province of British Columbia. ” . Victoria, BC, , Canada : Ministry of Environment . Lands and Parks
  • Osborn , D. and Smith , J. 1989 . The performance of periodic autoregressive models in forecasting seasonal UK consumption. . J. Bus. Econom. Statist. , 7 ( 1 ) : 117 – 127 .
  • Pilgrim , J. M. , Fang , X. and 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 .
  • Quenouille , M. 1949 . Approximate tests of correlation in time series. . J. Roy. Statist. Soc. , 11 : 18 – 84 .
  • Salas , J. D. 1993 . “ Analysis and modeling of hydrologic time series. Chapter 19 ” . In Handbook of Hydrology Edited by: Maidment , D. R. New York, , USA : McGraw-Hill .
  • Shapiro , S. S. and Wilk , M. B. 1965 . An analysis of variance test for normality (complete samples). . Biometrika. , 52 ( 3-4 ) : 591 – 611 .
  • St-Hilaire , A. , Morin , G. , El-Jabi , N. and 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 .
  • St-Hilaire , A. , Morin , G. , El-Jabi , N. and 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 .
  • St-Hilaire , A. , Courtenay , S. C. , Diaz-Delgado , C. , Pavey , B. , Ouarda , T. B. M. J. , Boghen , A. and Bobée , B. 2006 . Suspended sediment concentrations downstream of a harvested peat bog: analysis and preliminary modelling of exceedances using logistic regression. . Can. J. Water Resour. , 31 ( 3 ) : 139 – 156 .
  • Stefan , H. G. and Preud'homme , E. B. 1993 . Stream temperature estimation from air temperature. . Water Resour. Bull. , 29 : 27 – 45 .
  • Tung , C. P. , Yang , Y-C. E. and 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 .
  • Ula , T. A. and Smadi , A. A. 1997 . Periodic stationarity conditions for periodic autoregressive moving average processes as eigenvalue problems. . Water Resour. Res. , 33 ( 8 ) : 1929 – 1934 .
  • Vecchia , A. V. 1985 . Periodic autoregressive-moving average (PARMA) modeling with applications to water resources. . Water Resour. Bull. , 21 ( 5 ) : 721 – 730 .
  • Webb , B. W. and 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 .
  • Webb , B. W. and 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 .
  • Webb , B. W. , Clack , P. D. and Walling , D. E. 2003 . Water-air temperature relationships in a Devon river system and the role of flow. . Hydrol. Processes , 17 ( 15 ) : 3069 – 3084 .
  • Yakowitz , S. and Karlsson , M. 1987 . “ Nearest-neighbor methods with application to rainfall/runoff prediction. ” . In Stochastic Hydrology Edited by: MacNeil , J. B. and Humphries , G. J. 149 – 160 . Norwell, Massachusetts, , USA : D. Reidel .

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