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Bayesian calibration method used to elucidate carbon turnover in forest on drained organic soil

Klemedtsson, Leif, 1953 (author)
Gothenburg University,Göteborgs universitet,Institutionen för växt- och miljövetenskaper,Department of Plant and Environmental Sciences
Jansson, Per-Erik (author)
KTH,Miljögeokemi och ekoteknik
Gustafsson, David (author)
KTH,Miljögeokemi och ekoteknik
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Karlberg, L. (author)
Weslien, Per, 1963 (author)
Gothenburg University,Göteborgs universitet,Institutionen för växt- och miljövetenskaper,Department of Plant and Environmental Sciences
von Arnold, K. (author)
Ernfors, Maria, 1973 (author)
Gothenburg University,Göteborgs universitet,Institutionen för växt- och miljövetenskaper,Department of Plant and Environmental Sciences
Langvall, O. (author)
Lindroth, Anders (author)
Lund University,Lunds universitet,Institutionen för naturgeografi och ekosystemvetenskap,Naturvetenskapliga fakulteten,Dept of Physical Geography and Ecosystem Science,Faculty of Science
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 (creator_code:org_t)
2008-01-15
2008
English.
In: Biogeochemistry. - : Springer Science and Business Media LLC. - 0168-2563 .- 1573-515X. ; 89:1, s. 61-79
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • Depending on the balance between sink and source processes for C, drained organic forest soil ecosystems can be in balance or act as net sinks or sources of CO2 to the atmosphere. In order to study the effect of groundwater level and soil temperature on C-flux, the CoupModel was calibrated (climate data, groundwater levels, soil CO2 flux, net ecosystem fluxes of CO2-exchange, sensible heat flux and latent heat flux, forest production etc.) for a drained forest in Sweden. Bayesian calibration techniques were used to elucidate how different parameters and variables were interlinked in C-circulation. The calibrated model reproduced abiotic and biotic variables reasonably well except for root respiration, which was largely underestimated. Bayesian calibration reduced the uncertainties in the model and highlighted the fact that calibrations should be performed with a high number of parameters instead of specific parameter values.

Subject headings

NATURVETENSKAP  -- Geovetenskap och miljövetenskap (hsv//swe)
NATURAL SCIENCES  -- Earth and Related Environmental Sciences (hsv//eng)
NATURVETENSKAP  -- Geovetenskap och miljövetenskap -- Naturgeografi (hsv//swe)
NATURAL SCIENCES  -- Earth and Related Environmental Sciences -- Physical Geography (hsv//eng)

Keyword

spruce forest
drained soils
net ecosystem exchange
respiration
latent heat flux
sensible heat flux
simulations
eddy covariance
chambers
biomass
coniferous forests
co2 efflux
water
respiration
temperature
peatlands
fluxes
climate
balance
sensitivity
spruce forest

Publication and Content Type

ref (subject category)
art (subject category)

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