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Ice and winter dissolved oxygen modelling in Lake Winnipeg
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  • Shuqi Lin,
  • Jun Zhao,
  • Matt Morison,
  • Ram Rao Yerubandi
Shuqi Lin
Environment and Climate Change Canada Ontario Region

Corresponding Author:[email protected]

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Jun Zhao
Environment and Climate Change Canada Ontario Region
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Matt Morison
Manitoba Environment and Climate Change
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Ram Rao Yerubandi
National Water Research Institute
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Abstract

For lakes experiencing extended ice-cover seasons, ice phenology has a substantive impact on thermal structure and dissolved oxygen (DO) dynamics during winters. This study applied a three-dimensional lake model (AEM3D) in Lake Winnipeg over 2016-2018, spanning two full winter seasons. Sensitivity analysis showed that the modeled ice cover thickness, formation, and duration were most sensitive to snow depth and snow/ice albedo. The model well simulated the ice freeze-up timing with less than 5 days discrepancy, but it underestimated the ice cover thickness and overestimated the ice cover duration in the unusual warm winter (2016-2017). Inverse stratification was developed under the ice, but the model could not fully reproduce it due to a lack of a sediment heat flux component. DO decreased with the formation of ice cover, leading to bottom hypoxia over the lake. The model indicates that ice phenology (i.e., ice cover duration, and blue/white ice thickness) affects the extent of winter hypoxia. We observed the DO decreased to < 2 mg L-1 (i.e., anoxia) in the North Basin, along with inverse stratification forming near lakebed, and an oxygen depletion rate reached 0.14 mg L-1 d-1 in the winter of 2016-17. The model captured but underestimated DO decline near the lakebed and simulated around 8% and 70% of lake area reached anoxia in winters of 2016-17 and 2017-18, respectively. This work provides insight into ice formation, under-ice thermal structure, and winter oxygen concentrations in a large prairie lake, and the role of changing ice phenology on northern lake ecology.
18 Oct 2024Submitted to ESS Open Archive
18 Oct 2024Published in ESS Open Archive