Modeling the change in soil organic carbon of grassland in response to climate change: Effects of measured versus modelled carbon pools for initializing the Rothamsted Carbon model

Typeset version

 

TY  - JOUR
  - Xu, XL,Liu, W,Kiely, G
  - 2011
  - January
  - Agriculture Ecosystems ; Environment
  - Modeling the change in soil organic carbon of grassland in response to climate change: Effects of measured versus modelled carbon pools for initializing the Rothamsted Carbon model
  - Validated
  - ()
  - Soil organic carbon Carbon pools RothC model Climate change Grassland LONG-TERM EXPERIMENTS SIMULATING TRENDS TERRESTRIAL ECOSYSTEMS PROJECTED CHANGES MATTER DYNAMICS IRELAND FERTILIZATION IMPACT STOCKS
  - 140
  - 372
  - 381
  - The Rothamsted Carbon (RothC) model with its multi soil carbon pools is widely used to estimate soil organic carbon (SOC) change in response to climate and/or land use change. Many of these pools are conceptual and it is a challenge to correctly parameterize them. Taking Irish temperate grasslands as an example, we study the SOC fractionation procedure of Zimmermann et al. (2007) to partition the measured SOC into the pools required in RothC. This was done with the aim of predicting SOC change in response to climate change. We found good correlation between the measured and modelled values for the pools of BIO (microbial biomass) and HUM (humified organic matter), but poor correlation for the pools of DPM (decomposable plant material) and RPM (resistant plant material). The measured carbon pools more reasonably reflected the real environmental conditions than the modelled. Because of the fast decomposition rate and short term simulation (only 40 years), the RPM pool controlled the trends in the future SOC change. The difference in the trends of the predicted total SOC between using measured and modelled carbon pools (to initialize RothC) rapidly increased in the initial years and slowly decreased thereafter. In order to limit this difference to 1% within the first 3 years (the turnover period for RPM), the difference between the measured and modelled RPM pool should be constrained to be less than 10%. In response to higher temperature and, drier summers and wetter winters, RothC predicted a decrease in the SOC of Irish grasslands. (C) 2010 Elsevier B.V. All rights reserved.
  - DOI 10.1016/j.agee.2010.12.018
DA  - 2011/01
ER  - 
@article{V90194240,
   = {Xu,  XL and Liu,  W and Kiely,  G },
   = {2011},
   = {January},
   = {Agriculture Ecosystems ; Environment},
   = {Modeling the change in soil organic carbon of grassland in response to climate change: Effects of measured versus modelled carbon pools for initializing the Rothamsted Carbon model},
   = {Validated},
   = {()},
   = {Soil organic carbon Carbon pools RothC model Climate change Grassland LONG-TERM EXPERIMENTS SIMULATING TRENDS TERRESTRIAL ECOSYSTEMS PROJECTED CHANGES MATTER DYNAMICS IRELAND FERTILIZATION IMPACT STOCKS},
   = {140},
  pages = {372--381},
   = {{The Rothamsted Carbon (RothC) model with its multi soil carbon pools is widely used to estimate soil organic carbon (SOC) change in response to climate and/or land use change. Many of these pools are conceptual and it is a challenge to correctly parameterize them. Taking Irish temperate grasslands as an example, we study the SOC fractionation procedure of Zimmermann et al. (2007) to partition the measured SOC into the pools required in RothC. This was done with the aim of predicting SOC change in response to climate change. We found good correlation between the measured and modelled values for the pools of BIO (microbial biomass) and HUM (humified organic matter), but poor correlation for the pools of DPM (decomposable plant material) and RPM (resistant plant material). The measured carbon pools more reasonably reflected the real environmental conditions than the modelled. Because of the fast decomposition rate and short term simulation (only 40 years), the RPM pool controlled the trends in the future SOC change. The difference in the trends of the predicted total SOC between using measured and modelled carbon pools (to initialize RothC) rapidly increased in the initial years and slowly decreased thereafter. In order to limit this difference to 1% within the first 3 years (the turnover period for RPM), the difference between the measured and modelled RPM pool should be constrained to be less than 10%. In response to higher temperature and, drier summers and wetter winters, RothC predicted a decrease in the SOC of Irish grasslands. (C) 2010 Elsevier B.V. All rights reserved.}},
   = {DOI 10.1016/j.agee.2010.12.018},
  source = {IRIS}
}
AUTHORSXu, XL,Liu, W,Kiely, G
YEAR2011
MONTHJanuary
JOURNAL_CODEAgriculture Ecosystems ; Environment
TITLEModeling the change in soil organic carbon of grassland in response to climate change: Effects of measured versus modelled carbon pools for initializing the Rothamsted Carbon model
STATUSValidated
TIMES_CITED()
SEARCH_KEYWORDSoil organic carbon Carbon pools RothC model Climate change Grassland LONG-TERM EXPERIMENTS SIMULATING TRENDS TERRESTRIAL ECOSYSTEMS PROJECTED CHANGES MATTER DYNAMICS IRELAND FERTILIZATION IMPACT STOCKS
VOLUME140
ISSUE
START_PAGE372
END_PAGE381
ABSTRACTThe Rothamsted Carbon (RothC) model with its multi soil carbon pools is widely used to estimate soil organic carbon (SOC) change in response to climate and/or land use change. Many of these pools are conceptual and it is a challenge to correctly parameterize them. Taking Irish temperate grasslands as an example, we study the SOC fractionation procedure of Zimmermann et al. (2007) to partition the measured SOC into the pools required in RothC. This was done with the aim of predicting SOC change in response to climate change. We found good correlation between the measured and modelled values for the pools of BIO (microbial biomass) and HUM (humified organic matter), but poor correlation for the pools of DPM (decomposable plant material) and RPM (resistant plant material). The measured carbon pools more reasonably reflected the real environmental conditions than the modelled. Because of the fast decomposition rate and short term simulation (only 40 years), the RPM pool controlled the trends in the future SOC change. The difference in the trends of the predicted total SOC between using measured and modelled carbon pools (to initialize RothC) rapidly increased in the initial years and slowly decreased thereafter. In order to limit this difference to 1% within the first 3 years (the turnover period for RPM), the difference between the measured and modelled RPM pool should be constrained to be less than 10%. In response to higher temperature and, drier summers and wetter winters, RothC predicted a decrease in the SOC of Irish grasslands. (C) 2010 Elsevier B.V. All rights reserved.
PUBLISHER_LOCATION
ISBN_ISSN
EDITION
URL
DOI_LINKDOI 10.1016/j.agee.2010.12.018
FUNDING_BODY
GRANT_DETAILS