Journal article
Modeling topsoil carbon sequestration in two contrasting crop production to set-aside conversions with RothC – Calibration issues and uncertainty analysis
Agriculture, ecosystems & environment, Vol.165, pp.190-200
01/15/2013
DOI: 10.1016/j.agee.2012.11.010
Abstract
► Physical fractionation data successfully used to initialize/calibrate RothC model. ► Significantly different calibrated RPM/HUM rate constants compared to default. ► Clay content affects ‘apparent’ sensitivity of decomposition to temp/moisture. ► Plant litter input & RPM rate constant most sensitive & major uncertainty source. ► Total uncertainty of C sequestration under set aside conditions over 100y, 70%.
Model simulations of soil organic carbon turnover in agricultural fields have inherent uncertainties due to input data, initial conditions, and model parameters. The RothC model was used in a Monte Carlo based framework to assess the uniqueness of solution in carbon sequestration simulations. The model was applied to crop production to set-aside conversions in Iowa (sandy clay-loam soil, humid-continental climate) and Greece (clay-loam soil, Mediterranean). The model was initialized and calibrated with particulate organic carbon data obtained by physical fractionation. The calibrated values for the Iowa grassland were 5.05tCha−1, 0.34y−1, and 0.27y−1 for plant litter input and decomposition rate constants for resistant plant material (RPM) and humus, respectively, while for the Greek shrubland these were 3.79tCha−1, 0.21y−1, and 0.0041y−1, correspondingly. The model sensitivity analysis revealed that for both sites, predicted soil organic carbon content was most sensitive to the total plant litter input and the RPM rate. The Iowa soil was projected to sequester 17.5tCha−1 and the Greek soil 54tCha−1 over 100 years and the projected uncertainty was 65.6% and 70.8%, respectively. We propose this methodology to assess the factors affecting carbon sequestration in agricultural soils and quantify the uncertainties.
Details
- Title: Subtitle
- Modeling topsoil carbon sequestration in two contrasting crop production to set-aside conversions with RothC – Calibration issues and uncertainty analysis
- Creators
- Fotini E Stamati - Department of Environmental Engineering, Technical University of Crete (TUC), University Campus, 73100 Chania, GreeceNikolaos P Nikolaidis - Department of Environmental Engineering, Technical University of Crete (TUC), University Campus, 73100 Chania, GreeceJerald L Schnoor - Department of Civil and Environmental Engineering, 4105 Seamans Center, The University of Iowa, Iowa City, IA 52242, United States
- Resource Type
- Journal article
- Publication Details
- Agriculture, ecosystems & environment, Vol.165, pp.190-200
- DOI
- 10.1016/j.agee.2012.11.010
- ISSN
- 0167-8809
- eISSN
- 1873-2305
- Publisher
- Elsevier B.V
- Language
- English
- Date published
- 01/15/2013
- Academic Unit
- Civil and Environmental Engineering; Occupational and Environmental Health
- Record Identifier
- 9983992085102771
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