A simple model for predicting soil temperature in snow-covered and seasonally frozen soil: model description and testing

Microbial processes in soil are moisture, nutrient and temperature dependent and, consequently, accurate calculation of soil temperature is important for modelling nitrogen processes. Microbial activity in soil occurs even at sub-zero temperatures so that, in northern latitudes, a method to ca...

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Main Authors: K. Rankinen, T. Karvonen, D. Butterfield
Format: Article
Language:English
Published: Copernicus Publications 2004-01-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/8/706/2004/hess-8-706-2004.pdf
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spelling doaj-174174f563de476fbe2a39dd5deba2262020-11-24T22:58:14ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382004-01-0184706716A simple model for predicting soil temperature in snow-covered and seasonally frozen soil: model description and testingK. RankinenK. RankinenT. KarvonenT. KarvonenD. ButterfieldD. ButterfieldMicrobial processes in soil are moisture, nutrient and temperature dependent and, consequently, accurate calculation of soil temperature is important for modelling nitrogen processes. Microbial activity in soil occurs even at sub-zero temperatures so that, in northern latitudes, a method to calculate soil temperature under snow cover and in frozen soils is required. This paper describes a new and simple model to calculate daily values for soil temperature at various depths in both frozen and unfrozen soils. The model requires four parameters: average soil thermal conductivity, specific heat capacity of soil, specific heat capacity due to freezing and thawing and an empirical snow parameter. Precipitation, air temperature and snow depth (measured or calculated) are needed as input variables. The proposed model was applied to five sites in different parts of Finland representing different climates and soil types. Observed soil temperatures at depths of 20 and 50 cm (September 1981–August 1990) were used for model calibration. The calibrated model was then tested using observed soil temperatures from September 1990 to August 2001. R<sup><font size='-4'>2</font></sup>-values of the calibration period varied between 0.87 and 0.96 at a depth of 20 cm and between 0.78 and 0.97 at 50 cm. R<sup><font size='-4'>2</font></sup>-values of the testing period were between 0.87 and 0.94 at a depth of 20cm, and between 0.80 and 0.98 at 50cm. Thus, despite the simplifications made, the model was able to simulate soil temperature at these study sites. This simple model simulates soil temperature well in the uppermost soil layers where most of the nitrogen processes occur. The small number of parameters required means that the model is suitable for addition to catchment scale models.</p> <p style='line-height: 20px;'><b>Keywords: </b>soil temperature, snow modelhttp://www.hydrol-earth-syst-sci.net/8/706/2004/hess-8-706-2004.pdf
collection DOAJ
language English
format Article
sources DOAJ
author K. Rankinen
K. Rankinen
T. Karvonen
T. Karvonen
D. Butterfield
D. Butterfield
spellingShingle K. Rankinen
K. Rankinen
T. Karvonen
T. Karvonen
D. Butterfield
D. Butterfield
A simple model for predicting soil temperature in snow-covered and seasonally frozen soil: model description and testing
Hydrology and Earth System Sciences
author_facet K. Rankinen
K. Rankinen
T. Karvonen
T. Karvonen
D. Butterfield
D. Butterfield
author_sort K. Rankinen
title A simple model for predicting soil temperature in snow-covered and seasonally frozen soil: model description and testing
title_short A simple model for predicting soil temperature in snow-covered and seasonally frozen soil: model description and testing
title_full A simple model for predicting soil temperature in snow-covered and seasonally frozen soil: model description and testing
title_fullStr A simple model for predicting soil temperature in snow-covered and seasonally frozen soil: model description and testing
title_full_unstemmed A simple model for predicting soil temperature in snow-covered and seasonally frozen soil: model description and testing
title_sort simple model for predicting soil temperature in snow-covered and seasonally frozen soil: model description and testing
publisher Copernicus Publications
series Hydrology and Earth System Sciences
issn 1027-5606
1607-7938
publishDate 2004-01-01
description Microbial processes in soil are moisture, nutrient and temperature dependent and, consequently, accurate calculation of soil temperature is important for modelling nitrogen processes. Microbial activity in soil occurs even at sub-zero temperatures so that, in northern latitudes, a method to calculate soil temperature under snow cover and in frozen soils is required. This paper describes a new and simple model to calculate daily values for soil temperature at various depths in both frozen and unfrozen soils. The model requires four parameters: average soil thermal conductivity, specific heat capacity of soil, specific heat capacity due to freezing and thawing and an empirical snow parameter. Precipitation, air temperature and snow depth (measured or calculated) are needed as input variables. The proposed model was applied to five sites in different parts of Finland representing different climates and soil types. Observed soil temperatures at depths of 20 and 50 cm (September 1981–August 1990) were used for model calibration. The calibrated model was then tested using observed soil temperatures from September 1990 to August 2001. R<sup><font size='-4'>2</font></sup>-values of the calibration period varied between 0.87 and 0.96 at a depth of 20 cm and between 0.78 and 0.97 at 50 cm. R<sup><font size='-4'>2</font></sup>-values of the testing period were between 0.87 and 0.94 at a depth of 20cm, and between 0.80 and 0.98 at 50cm. Thus, despite the simplifications made, the model was able to simulate soil temperature at these study sites. This simple model simulates soil temperature well in the uppermost soil layers where most of the nitrogen processes occur. The small number of parameters required means that the model is suitable for addition to catchment scale models.</p> <p style='line-height: 20px;'><b>Keywords: </b>soil temperature, snow model
url http://www.hydrol-earth-syst-sci.net/8/706/2004/hess-8-706-2004.pdf
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