Journal Article

Wintertime Simulations of a Boreal Lake with the Canadian Small Lake Model

Fortin, Vincent, Rennie, Michael D., Mackay, Murray D., Verseghy, Diana L.

2017

Overview

A one-dimensional mixed layer dynamic lake model is enhanced with snow and ice physics for an examination of processes governing ice cover and phenology in a small boreal lake. The complete snowpack physics module of the Canadian Land Surface Scheme along with a new snow-ice parameterization have been added to the Canadian Small Lake Model, and detailed meteorological and temperature profile data have been acquired for the forcing and evaluation of two wintertime simulations. During the first winter, simulated ice-on and ice-off biases were −3 and −5 days, respectively. In the second winter simulation, ice-on bias was larger, likely due to the absence of a frazil ice scheme in the model, and simulated ice-off was 6 days late, evidently due to insufficient convective mixing beneath the ice in the weeks leading up to ice-off. Ice cover was simulated about 25% too thin between January and March for this year, though late January simulated snow and snow-ice amounts were close to observed. The impact of snow-ice production on simulated ice cover and phenology was found to be dramatic for this lake. In the absence of this process, January snow was more than twice as deep as observed and March ice thickness was less than one-third of that observed. Without snow-ice production, a reasonable simulation of ice cover could only be restored if 62% of snowfall was removed ad hoc (e.g., through blowing snow redistribution)—an excessive amount for a small, sheltered boreal lake.

• Publisher: American Meteorological Society
• Subject: Blowing snow / Climate change / Computer simulation / Convective mixing / Data acquisition / Evaluation / Floods / Frazil ice / Ice / Ice cover / Ice thickness / Lakes / Mixed layer / Parameterization / Phenology / Physics / Simulation / Snow / Snow and ice / Snowpack / Temperature profile / Winter