TY - JOUR
T1 - Simulation of water table level and peat temperatures in boreal peatlands
AU - Weiss, Robert
AU - Shurpali, Narasinha J.
AU - Sallantaus, Tapani
AU - Laiho, Raija
AU - Laine, Jukka
AU - Alm, Jukka
N1 - Funding Information:
This work was financed by the Academy of Finland. Most of the work was carried out at the Department of Forest Ecology, University of Helsinki, and the Department of Biology, University of Joensuu. We thank Veijo Kaitala, Anu Kettunen, Kari Minkkinen, Sinikka Jauhiainen and Reetta Lempinen for their contribution. Thanks are also due to the journal editor and two reviewers whose comments have been helpful in revising the manuscript.
PY - 2006/2/25
Y1 - 2006/2/25
N2 - Hydrology controls the physical, chemical and biological processes in peatlands and hence could be the most important process regulating their function, development and characteristic biogeochemistry. Models describing hydrological processes and soil heat exchange phenomena are an important tool in understanding the peatland biogeochemical cycles of C and N. Presented in this paper is a peat soil climate model that uses weather data, mire site and peat characteristics as input data. The model is related to the heterogeneous peat characteristics (e.g. bulk density, degree of humification, remains of Sphagnum, Carex, Eriophorum and woody tissues), which in turn vary with depth. Evapotranspiration is related to weather parameters and tree stand characteristics. The model simulations were validated against the observed data collected during 1993 and 1994 growing seasons at a fen and bog sites at the Lakkasuo mire complex located in central Finland. The observed and simulated day-to-day variations in water table levels and soil temperatures during both seasons appeared overall to be in phase. As the model lacks the data needed to characterize the peat matrix hysteresis, the model was found lacking in response to wetting and drying cycles. The mean differences between simulated and observed water table levels during 1994 were -0.3 ± 1.3 and -0.5 ± 2.3 cm for the fen and bog sites, respectively. The model was found to be sensitive to mire surface characteristics and evapotranspiration, particularly for the bog site with an unsaturated zone deeper than at the fen. The absolute mean differences between the simulated and measured peat temperatures from 5 to 150 cm were less than 1.0°C with a maximal standard deviation of 1.6°C. The model deviations for the upper layers showed larger variations compared to deeper layers, implying a greater accuracy in defining the lower boundary of the thermal regime within the peat column.
AB - Hydrology controls the physical, chemical and biological processes in peatlands and hence could be the most important process regulating their function, development and characteristic biogeochemistry. Models describing hydrological processes and soil heat exchange phenomena are an important tool in understanding the peatland biogeochemical cycles of C and N. Presented in this paper is a peat soil climate model that uses weather data, mire site and peat characteristics as input data. The model is related to the heterogeneous peat characteristics (e.g. bulk density, degree of humification, remains of Sphagnum, Carex, Eriophorum and woody tissues), which in turn vary with depth. Evapotranspiration is related to weather parameters and tree stand characteristics. The model simulations were validated against the observed data collected during 1993 and 1994 growing seasons at a fen and bog sites at the Lakkasuo mire complex located in central Finland. The observed and simulated day-to-day variations in water table levels and soil temperatures during both seasons appeared overall to be in phase. As the model lacks the data needed to characterize the peat matrix hysteresis, the model was found lacking in response to wetting and drying cycles. The mean differences between simulated and observed water table levels during 1994 were -0.3 ± 1.3 and -0.5 ± 2.3 cm for the fen and bog sites, respectively. The model was found to be sensitive to mire surface characteristics and evapotranspiration, particularly for the bog site with an unsaturated zone deeper than at the fen. The absolute mean differences between the simulated and measured peat temperatures from 5 to 150 cm were less than 1.0°C with a maximal standard deviation of 1.6°C. The model deviations for the upper layers showed larger variations compared to deeper layers, implying a greater accuracy in defining the lower boundary of the thermal regime within the peat column.
KW - Biogeochemistry
KW - Boreal peatlands
KW - Mire ecosystem
KW - Peatland hydrology
KW - Soil climate modelling
KW - Water retention
UR - http://www.scopus.com/inward/record.url?scp=31944447796&partnerID=8YFLogxK
U2 - 10.1016/j.ecolmodel.2005.07.016
DO - 10.1016/j.ecolmodel.2005.07.016
M3 - Article
AN - SCOPUS:31944447796
SN - 0304-3800
VL - 192
SP - 441
EP - 456
JO - Ecological Modelling
JF - Ecological Modelling
IS - 3-4
ER -