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

Forskningsoutput: TidskriftsbidragArtikel i vetenskaplig tidskrift

Abstract

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.

Detaljer

Författare
  • Leif Klemedtsson
  • Per-Erik Jansson
  • David Gustafsson
  • Louise Karlberg
  • Per Weslien
  • Karin von Arnold
  • Maria Ernfors
  • Ola Langvall
  • Anders Lindroth
Enheter & grupper
Forskningsområden

Ämnesklassifikation (UKÄ) – OBLIGATORISK

  • Naturgeografi

Nyckelord

Originalspråkengelska
Sidor (från-till)61-79
TidskriftBiogeochemistry
Volym89
Utgivningsnummer1
StatusPublished - 2008
PublikationskategoriForskning
Peer review utfördJa