Observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget

Cold content is a measure of a snowpack's energy deficit and is a linear function of snowpack mass and temperature. Positive energy fluxes into a snowpack must first satisfy the remaining energy deficit before snowmelt runoff begins, making cold content a key component of the snowpack energy bu...

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Published in:The Cryosphere
Main Authors: K. S. Jennings, T. G. F. Kittel, N. P. Molotch
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2018
Subjects:
Online Access:https://doi.org/10.5194/tc-12-1595-2018
https://doaj.org/article/68d6151ebe944a6d85efb31a9772ed54
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spelling ftdoajarticles:oai:doaj.org/article:68d6151ebe944a6d85efb31a9772ed54 2023-05-15T18:32:29+02:00 Observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget K. S. Jennings T. G. F. Kittel N. P. Molotch 2018-05-01T00:00:00Z https://doi.org/10.5194/tc-12-1595-2018 https://doaj.org/article/68d6151ebe944a6d85efb31a9772ed54 EN eng Copernicus Publications https://www.the-cryosphere.net/12/1595/2018/tc-12-1595-2018.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-12-1595-2018 1994-0416 1994-0424 https://doaj.org/article/68d6151ebe944a6d85efb31a9772ed54 The Cryosphere, Vol 12, Pp 1595-1614 (2018) Environmental sciences GE1-350 Geology QE1-996.5 article 2018 ftdoajarticles https://doi.org/10.5194/tc-12-1595-2018 2022-12-31T00:25:54Z Cold content is a measure of a snowpack's energy deficit and is a linear function of snowpack mass and temperature. Positive energy fluxes into a snowpack must first satisfy the remaining energy deficit before snowmelt runoff begins, making cold content a key component of the snowpack energy budget. Nevertheless, uncertainty surrounds cold content development and its relationship to snowmelt, likely because of a lack of direct observations. This work clarifies the controls exerted by air temperature, precipitation, and negative energy fluxes on cold content development and quantifies the relationship between cold content and snowmelt timing and rate at daily to seasonal timescales. The analysis presented herein leverages a unique long-term snow pit record along with validated output from the SNOWPACK model forced with 23 water years (1991–2013) of quality controlled, infilled hourly meteorological data from an alpine and subalpine site in the Colorado Rocky Mountains. The results indicated that precipitation exerted the primary control on cold content development at our two sites with snowfall responsible for 84.4 and 73.0 % of simulated daily gains in the alpine and subalpine, respectively. A negative surface energy balance – primarily driven by sublimation and longwave radiation emission from the snowpack – during days without snowfall provided a secondary pathway for cold content development, and was responsible for the remaining 15.6 and 27.0 % of cold content additions. Non-zero cold content values were associated with reduced snowmelt rates and delayed snowmelt onset at daily to sub-seasonal timescales, while peak cold content magnitude had no significant relationship to seasonal snowmelt timing. These results suggest that the information provided by cold content observations and/or simulations is most relevant to snowmelt processes at shorter timescales, and may help water resource managers to better predict melt onset and rate. Article in Journal/Newspaper The Cryosphere Directory of Open Access Journals: DOAJ Articles The Cryosphere 12 5 1595 1614
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
K. S. Jennings
T. G. F. Kittel
N. P. Molotch
Observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description Cold content is a measure of a snowpack's energy deficit and is a linear function of snowpack mass and temperature. Positive energy fluxes into a snowpack must first satisfy the remaining energy deficit before snowmelt runoff begins, making cold content a key component of the snowpack energy budget. Nevertheless, uncertainty surrounds cold content development and its relationship to snowmelt, likely because of a lack of direct observations. This work clarifies the controls exerted by air temperature, precipitation, and negative energy fluxes on cold content development and quantifies the relationship between cold content and snowmelt timing and rate at daily to seasonal timescales. The analysis presented herein leverages a unique long-term snow pit record along with validated output from the SNOWPACK model forced with 23 water years (1991–2013) of quality controlled, infilled hourly meteorological data from an alpine and subalpine site in the Colorado Rocky Mountains. The results indicated that precipitation exerted the primary control on cold content development at our two sites with snowfall responsible for 84.4 and 73.0 % of simulated daily gains in the alpine and subalpine, respectively. A negative surface energy balance – primarily driven by sublimation and longwave radiation emission from the snowpack – during days without snowfall provided a secondary pathway for cold content development, and was responsible for the remaining 15.6 and 27.0 % of cold content additions. Non-zero cold content values were associated with reduced snowmelt rates and delayed snowmelt onset at daily to sub-seasonal timescales, while peak cold content magnitude had no significant relationship to seasonal snowmelt timing. These results suggest that the information provided by cold content observations and/or simulations is most relevant to snowmelt processes at shorter timescales, and may help water resource managers to better predict melt onset and rate.
format Article in Journal/Newspaper
author K. S. Jennings
T. G. F. Kittel
N. P. Molotch
author_facet K. S. Jennings
T. G. F. Kittel
N. P. Molotch
author_sort K. S. Jennings
title Observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget
title_short Observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget
title_full Observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget
title_fullStr Observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget
title_full_unstemmed Observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget
title_sort observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget
publisher Copernicus Publications
publishDate 2018
url https://doi.org/10.5194/tc-12-1595-2018
https://doaj.org/article/68d6151ebe944a6d85efb31a9772ed54
genre The Cryosphere
genre_facet The Cryosphere
op_source The Cryosphere, Vol 12, Pp 1595-1614 (2018)
op_relation https://www.the-cryosphere.net/12/1595/2018/tc-12-1595-2018.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-12-1595-2018
1994-0416
1994-0424
https://doaj.org/article/68d6151ebe944a6d85efb31a9772ed54
op_doi https://doi.org/10.5194/tc-12-1595-2018
container_title The Cryosphere
container_volume 12
container_issue 5
container_start_page 1595
op_container_end_page 1614
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