@article{Dutch-2021-Impact,
title = "Impact of measured and simulated tundra snowpack properties on heat transfer",
author = "Dutch, Victoria and
Rutter, Nick and
Wake, Leanne and
Sandells, Melody and
Derksen, Chris and
Walker, Branden and
Gosselin, Gabriel Hould and
Sonnentag, Oliver and
Essery, Richard and
Kelly, Richard and
Marsh, Philip and
King, Joshua and
Dutch, Victoria and
Rutter, Nick and
Wake, Leanne and
Sandells, Melody and
Derksen, Chris and
Walker, Branden and
Gosselin, Gabriel Hould and
Sonnentag, Oliver and
Essery, Richard and
Kelly, Richard and
Marsh, Philip and
King, Joshua",
journal = "",
year = "2021",
publisher = "Copernicus GmbH",
url = "https://gwf-uwaterloo.github.io/gwf-publications/G21-62003",
doi = "10.5194/tc-2021-313",
abstract = "Abstract. Snowpack microstructure controls the transfer of heat to, and the temperature of, the underlying soils. In situ measurements of snow and soil properties from four field campaigns during two different winters (March and November 2018, January and March 2019) were compared to an ensemble of CLM5.0 (Community Land Model) simulations, at Trail Valley Creek, Northwest Territories, Canada. Snow MicroPenetrometer profiles allowed snowpack density and thermal conductivity to be derived at higher vertical resolution (1.25 mm) and a larger sample size (n = 1050) compared to traditional snowpit observations (3 cm vertical resolution; n = 115). Comparing measurements with simulations shows CLM overestimated snow thermal conductivity by a factor of 3, leading to a cold bias in wintertime soil temperatures (RMSE = 5.8 {\mbox{$^\circ$}}C). Bias-correction of the simulated thermal conductivity (relative to field measurements) improved simulated soil temperatures (RMSE = 2.1 {\mbox{$^\circ$}}C). Multiple linear regression shows the required correction factor is strongly related to snow depth (R2 = 0.77, RMSE = 0.066) particularly early in the winter. Furthermore, CLM simulations did not adequately represent the observed high proportions of depth hoar. Addressing uncertainty in simulated snow properties and the corresponding heat flux is important, as wintertime soil temperatures act as a control on subnivean soil respiration, and hence impact Arctic winter carbon fluxes and budgets.",
}
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<abstract>Abstract. Snowpack microstructure controls the transfer of heat to, and the temperature of, the underlying soils. In situ measurements of snow and soil properties from four field campaigns during two different winters (March and November 2018, January and March 2019) were compared to an ensemble of CLM5.0 (Community Land Model) simulations, at Trail Valley Creek, Northwest Territories, Canada. Snow MicroPenetrometer profiles allowed snowpack density and thermal conductivity to be derived at higher vertical resolution (1.25 mm) and a larger sample size (n = 1050) compared to traditional snowpit observations (3 cm vertical resolution; n = 115). Comparing measurements with simulations shows CLM overestimated snow thermal conductivity by a factor of 3, leading to a cold bias in wintertime soil temperatures (RMSE = 5.8 °C). Bias-correction of the simulated thermal conductivity (relative to field measurements) improved simulated soil temperatures (RMSE = 2.1 °C). Multiple linear regression shows the required correction factor is strongly related to snow depth (R2 = 0.77, RMSE = 0.066) particularly early in the winter. Furthermore, CLM simulations did not adequately represent the observed high proportions of depth hoar. Addressing uncertainty in simulated snow properties and the corresponding heat flux is important, as wintertime soil temperatures act as a control on subnivean soil respiration, and hence impact Arctic winter carbon fluxes and budgets.</abstract>
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%0 Journal Article
%T Impact of measured and simulated tundra snowpack properties on heat transfer
%A Dutch, Victoria
%A Rutter, Nick
%A Wake, Leanne
%A Sandells, Melody
%A Derksen, Chris
%A Walker, Branden
%A Gosselin, Gabriel Hould
%A Sonnentag, Oliver
%A Essery, Richard
%A Kelly, Richard
%A Marsh, Philip
%A King, Joshua
%D 2021
%I Copernicus GmbH
%F Dutch-2021-Impact
%X Abstract. Snowpack microstructure controls the transfer of heat to, and the temperature of, the underlying soils. In situ measurements of snow and soil properties from four field campaigns during two different winters (March and November 2018, January and March 2019) were compared to an ensemble of CLM5.0 (Community Land Model) simulations, at Trail Valley Creek, Northwest Territories, Canada. Snow MicroPenetrometer profiles allowed snowpack density and thermal conductivity to be derived at higher vertical resolution (1.25 mm) and a larger sample size (n = 1050) compared to traditional snowpit observations (3 cm vertical resolution; n = 115). Comparing measurements with simulations shows CLM overestimated snow thermal conductivity by a factor of 3, leading to a cold bias in wintertime soil temperatures (RMSE = 5.8 °C). Bias-correction of the simulated thermal conductivity (relative to field measurements) improved simulated soil temperatures (RMSE = 2.1 °C). Multiple linear regression shows the required correction factor is strongly related to snow depth (R2 = 0.77, RMSE = 0.066) particularly early in the winter. Furthermore, CLM simulations did not adequately represent the observed high proportions of depth hoar. Addressing uncertainty in simulated snow properties and the corresponding heat flux is important, as wintertime soil temperatures act as a control on subnivean soil respiration, and hence impact Arctic winter carbon fluxes and budgets.
%R 10.5194/tc-2021-313
%U https://gwf-uwaterloo.github.io/gwf-publications/G21-62003
%U https://doi.org/10.5194/tc-2021-313
Markdown (Informal)
[Impact of measured and simulated tundra snowpack properties on heat transfer](https://gwf-uwaterloo.github.io/gwf-publications/G21-62003) (Dutch et al., GWF 2021)
ACL
- Victoria Dutch, Nick Rutter, Leanne Wake, Melody Sandells, Chris Derksen, Branden Walker, Gabriel Hould Gosselin, Oliver Sonnentag, Richard Essery, Richard Kelly, Philip Marsh, Joshua King, Victoria Dutch, Nick Rutter, Leanne Wake, Melody Sandells, Chris Derksen, Branden Walker, Gabriel Hould Gosselin, et al.. 2021. Impact of measured and simulated tundra snowpack properties on heat transfer.
