Toward an Operational Water Cycle Prediction System for the Great Lakes and St. Lawrence River

AbstractIn this time of a changing climate, it is important to know whether lake levels will rise, potentially causing flooding, or river flows will dry up during abnormally dry weather. The Great Lakes region is the largest freshwater lake system in the world. Moreover, agriculture, industry, commerce, and shipping are active in this densely populated region. Environment and Climate Change Canada (ECCC) recently implemented the Water Cycle Prediction System (WCPS) over the Great Lakes and St. Lawrence River watershed (WCPS-GLS version 1.0) following a decade of research and development. WCPS, a network of linked models, simulates the complete water cycle, following water as it moves from the atmosphere to the surface, through the river network and into lakes, and back to the atmosphere. Information concerning the water cycle is passed between the models. WCPS is the first short-to-medium-range prediction system of the complete water cycle to be run on an operational basis anywhere. It currently produces ...

[1]  Momme Butenschön,et al.  The UKC3 regional coupled environmental prediction system , 2018, Geoscientific Model Development.

[2]  P. Cox,et al.  The Joint UK Land Environment Simulator (JULES), model description – Part 2: Carbon fluxes and vegetation dynamics , 2011 .

[3]  G. Thirel,et al.  Impact of improved meteorological forcing, profile of soil hydraulic conductivity and data assimilation on an operational Hydrological Ensemble Forecast System over France , 2015 .

[4]  A. Staniforth,et al.  The Operational CMC–MRB Global Environmental Multiscale (GEM) Model. Part II: Results , 1998 .

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

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

[7]  J. Morin,et al.  Hydrodynamic Modeling of the St. Lawrence Fluvial Estuary. II: Reproduction of Spatial and Temporal Patterns , 2017 .

[8]  S. Z. Husain,et al.  Warm Season Evaluation of Soil Moisture Prediction in the Soil, Vegetation, and Snow (SVS) Scheme , 2016 .

[9]  Leif E. B. Eriksson,et al.  Sea Surface Currents Estimated from Spaceborne Infrared Images Validated against Reanalysis Data and Drifters in the Mediterranean Sea , 2017, Remote. Sens..

[10]  Marcel Vallée,et al.  The Canadian Updateable Model Output Statistics (UMOS) System: Design and Development Tests , 2002 .

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

[12]  J. Lenters,et al.  The Importance of Spring and Autumn Atmospheric Conditions for the Evaporation Regime of Lake Superior , 2013 .

[13]  François Roy,et al.  Impact of Coupling with an Ice–Ocean Model on Global Medium-Range NWP Forecast Skill , 2018 .

[14]  Jordan G. Powers,et al.  A Coupled Air-Sea Mesoscale Model: Experiments in Atmospheric Sensitivity to Marine Roughness , 2000 .

[15]  Craig A. Stow,et al.  An expandable web-based platform for visually analyzing basin-scale hydro-climate time series data , 2016, Environ. Model. Softw..

[16]  J. M. Van Der Knijff,et al.  LISFLOOD : a GIS-based distributed model for river basin scale water balance and flood simulation , 2008 .

[17]  A. Zadra,et al.  The 15‐km version of the Canadian regional forecast system , 2006 .

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

[19]  J. Morin,et al.  Hydrodynamic Modeling of the St. Lawrence Fluvial Estuary. I: Model Setup, Calibration, and Validation , 2017 .

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

[21]  V. Fortin,et al.  Performance Evaluation of the Canadian Precipitation Analysis (CaPA) , 2015 .

[22]  S. Z. Husain,et al.  The Multibudget Soil, Vegetation, and Snow (SVS) Scheme for Land Surface Parameterization: Offline Warm Season Evaluation , 2016 .

[23]  Marco L. Carrera,et al.  The Canadian Land Data Assimilation System (CaLDAS): Description and Synthetic Evaluation Study , 2015 .

[24]  Mark Buehner,et al.  Sea ice forecast verification in the Canadian Global Ice Ocean Prediction System , 2016 .

[25]  François Roy,et al.  Evaluation of an operational ice–ocean analysis and forecasting system for the Gulf of St Lawrence , 2013 .

[26]  Vincent Fortin,et al.  Assessment of a NEMO-based hydrodynamic modelling system for the Great Lakes , 2012 .

[27]  Brian Golding,et al.  Unified Modeling and Prediction of Weather and Climate: A 25-Year Journey , 2012 .

[28]  J. Lenters,et al.  Evaporation from Lake Superior: 1. Physical controls and processes , 2011 .

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

[30]  Jean Côté,et al.  Staggered Vertical Discretization of the Canadian Environmental Multiscale (GEM) Model Using a Coordinate of the Log-Hydrostatic-Pressure Type , 2014 .

[31]  Peter D. Blanken,et al.  Predicting the Net Basin Supply to the Great Lakes with a Hydrometeorological Model , 2012 .

[32]  Fraser Davidson,et al.  A high-resolution ocean and sea-ice modelling system for the Arctic and North Atlantic oceans , 2015 .

[33]  François Anctil,et al.  A hydrological prediction system based on the SVS land-surface scheme: efficient calibration of GEM-Hydro for streamflow simulation over the Lake Ontario basin , 2017 .

[34]  P. Hamblin Meteorological Forcing and Water Level Fluctuations on Lake Erie , 1987 .

[35]  Jason A. Milbrandt,et al.  The Pan-Canadian High Resolution (2.5 km) Deterministic Prediction System , 2016 .

[36]  B. Hurk,et al.  A Revised Hydrology for the ECMWF Model: Verification from Field Site to Terrestrial Water Storage and Impact in the Integrated Forecast System , 2009 .

[37]  Peter D. Blanken,et al.  Evaporation from Lake Superior: 2: Spatial distribution and variability , 2011 .

[38]  L. Feyen,et al.  Development and evaluation of a framework for global flood hazard mapping , 2016 .

[39]  Stéphane Bélair,et al.  Operational Implementation of the ISBA Land Surface Scheme in the Canadian Regional Weather Forecast Model. Part II: Cold Season Results , 2003 .

[40]  D. Gilbert,et al.  Modeling the formation and circulation processes of water masses and sea ice in the Gulf of St. Lawrence, Canada , 2003 .

[41]  K. Verdin,et al.  New Global Hydrography Derived From Spaceborne Elevation Data , 2008 .

[42]  P. Cox,et al.  The Joint UK Land Environment Simulator (JULES), model description – Part 1: Energy and water fluxes , 2011 .

[43]  L. Alfieri,et al.  GloFAS – global ensemble streamflow forecasting and flood early warning , 2012 .