A hydrological and water temperature modelling framework to simulate the timing of river freeze-up and ice-cover breakup in large-scale catchments

Abstract Ice phenology, defined as the timing of freeze-up and ice-cover breakup, plays a key role in streamflow regimes in cold-region river catchments. River freeze-up and ice-cover breakup events are controlled by meteorological and hydrological variables. In this study, we present a modelling framework consisting of a physically-based semi-distributed hydrological model and the integration of a 1D stream temperature model that can predict the ice duration in cold region rivers. The hydrological model provides streamflow and hydraulic parameters for the stream temperature model to obtain instream water temperature. The model was successfully applied in the Athabasca River basin in western Canada. Calibration was carried out using the water temperature recorded in the stations at the towns of Hinton, Athabasca and Fort McMurray. Model results show consistent correspondence between simulated freeze-up and breakup dates and the hydrometric station data. In the main tributaries of the basin, freeze-up timing spans from the last week of September to the second week of November and ice-cover breakup occurs from the second week of March to the last week of May. The model presents an application of water temperature and ice phenology simulation which can be incorporated in ice-jam flood forecasting and future climate change studies.

[1]  T. Osterkamp,et al.  Frazil Ice Formation: A Review , 1978 .

[2]  J. Magnuson,et al.  Historical trends in lake and river ice cover in the northern hemisphere , 2000, Science.

[3]  Terry D. Prowse,et al.  Climatic control of river‐ice hydrology: a review , 2002 .

[4]  Ning Sun,et al.  A spatially distributed model for the assessment of land use impacts on stream temperature in small urban watersheds , 2015 .

[5]  John Yearsley,et al.  A semi‐Lagrangian water temperature model for advection‐dominated river systems , 2009 .

[6]  Brian Morse,et al.  Athabasca River ice jam formation and release events in 2006 and 2007 , 2009 .

[7]  Terry D. Prowse,et al.  River‐ice hydrology in a shrinking cryosphere , 2009 .

[8]  A. Karnieli,et al.  A mono-window algorithm for retrieving land surface temperature from Landsat TM data and its application to the Israel-Egypt border region , 2001 .

[9]  S. Yirdaw,et al.  GRACE satellite observations of terrestrial moisture changes for drought characterization in the Canadian Prairie , 2008 .

[10]  Tong Yu,et al.  Model development for prediction and mitigation of dissolved oxygen sags in the Athabasca River, Canada. , 2013, The Science of the total environment.

[11]  John Yearsley,et al.  A grid‐based approach for simulating stream temperature , 2012 .

[12]  L. Shawn Matott,et al.  Calibrating Environment Canada's MESH Modelling System over the Great Lakes Basin , 2014 .

[13]  B. Bonsal,et al.  Historical comparison of the 2001/2002 drought in the Canadian Prairies , 2007 .

[14]  David M. Hannah,et al.  River temperature modelling:: A review of process-based approaches and future directions , 2017 .

[15]  D. Verseghy,et al.  CLASS-A Canadian Land Surface Scheme for GCMs , 1993 .

[16]  K. Lindenschmidt,et al.  Modelling ice cover formation of a lake–river system with exceptionally high flows (Lake St. Martin and Dauphin River, Manitoba) , 2012 .

[17]  Robert Leconte,et al.  What is Missing from the Prescription of Hydrology for Land Surface Schemes , 2016 .

[18]  Alain Pietroniro,et al.  Development of the MESH modelling system for hydrological ensemble forecasting of the Laurentian Great Lakes at the regional scale , 2006 .

[19]  A. Pietroniro,et al.  APPLICATION OF A DISSOLVED OXYGEN MODEL TO AN ICE-COVERED RIVER , 1998 .

[20]  N. Kouwen,et al.  WATFLOOD: a Micro-Computer Based Flood Forecasting System Based on Real-Time Weather Radar , 1988 .

[21]  Matthew Montanaro,et al.  Stray Light Artifacts in Imagery from the Landsat 8 Thermal Infrared Sensor , 2014, Remote. Sens..

[22]  C. Duguay,et al.  River-ice break-up/freeze-up: a review of climatic drivers, historical trends and future predictions , 2007, Annals of Glaciology.

[23]  Robert Leconte,et al.  Flood hydrology of the Peace‐Athabasca Delta, northern Canada , 2006 .

[24]  B. Bonsal,et al.  Historical trends in river-ice break-up: a review , 2004 .

[25]  D. Burn,et al.  A spatiotemporal analysis of hydrological trends and variability in the Athabasca River region, Canada , 2014 .

[26]  Saman Razavi,et al.  Enhanced identification of a hydrologic model using streamflow and satellite water storage data: A multicriteria sensitivity analysis and optimization approach , 2017 .

[27]  Karl-Erich Lindenschmidt,et al.  Modelling Dissolved Oxygen/Sediment Oxygen Demand under Ice in a Shallow Eutrophic Prairie Reservoir , 2017 .

[28]  Eric D. Soulis,et al.  A hydrology modelling framework for the Mackenzie GEWEX programme , 2003 .

[29]  T. Prowse,et al.  Climate impacts on extreme ice-jam events in Canadian rivers , 2001 .

[30]  Heinz G. Stefan,et al.  A nonlinear regression model for weekly stream temperatures , 1998 .

[31]  B. Morse,et al.  A global river ice classification model , 2013 .

[32]  Vincent Fortin,et al.  Assimilation of radar quantitative precipitation estimations in the Canadian Precipitation Analysis (CaPA) , 2015 .

[33]  Ye Xu,et al.  Climate classification through recursive multivariate statistical inferences: a case study of the Athabasca River Basin, Canada , 2017 .

[34]  K. Lindenschmidt,et al.  Ice Jam Modelling of the Lower Red River , 2012 .

[35]  A. Staniforth,et al.  The Operational CMC–MRB Global Environmental Multiscale (GEM) Model. Part I: Design Considerations and Formulation , 1998 .

[36]  Christine A. Shoemaker,et al.  Efficient prediction uncertainty approximation in the calibration of environmental simulation models , 2008 .

[37]  F E Hicks,et al.  Observations of ice jam release waves on the Athabasca River near Fort McMurray, Alberta , 2007 .

[38]  Alain Pietroniro,et al.  Towards an improved land surface scheme for prairie landscapes , 2014 .

[39]  R. Latifovic,et al.  Analysis of climate change impacts on lake ice phenology in Canada using the historical satellite data record , 2007 .

[40]  Laurence C. Smith,et al.  TRENDS IN RUSSIAN ARCTIC RIVER-ICE FORMATION AND BREAKUP, 1917 TO 1994 , 2000 .

[41]  Dennis P. Lettenmaier,et al.  Coupled daily streamflow and water temperature modelling in large river basins , 2012 .

[42]  Steven C. McCutcheon,et al.  Development of Weather-Dependent Flow Requirements for River Temperature Control , 1999, Environmental management.

[43]  Alain Pietroniro,et al.  Grouped Response Units for Distributed Hydrologic Modeling , 1993 .

[44]  J. Mahfouf,et al.  A Canadian precipitation analysis (CaPA) project: Description and preliminary results , 2007 .

[45]  Alain Pietroniro,et al.  A Comparison of Trends in Hydrological Variables for Two Watersheds in the Mackenzie River Basin , 2004 .

[46]  Philip Marsh,et al.  Characterizing snowmelt variability in a land‐surface‐hydrologic model , 2006 .

[47]  Bernard Bobée,et al.  A Review of Statistical Water Temperature Models , 2007 .

[48]  Spyros Beltaos,et al.  Advances in river ice hydrology. , 2000 .

[49]  V. Fortin,et al.  Evaluation of Snowpack Simulations over the Canadian Rockies with an Experimental Hydrometeorological Modeling System , 2010 .

[50]  B. Bonsal,et al.  Trends and Variability in Spring and Autumn 0 °C-Isotherm Dates over Canada , 2003 .

[51]  T. Prowse River‐Ice Hydrology , 2006 .