Assessing productivity and carbon sequestration capacity of Eucalyptus globulus plantations using the process model forest-DNDC:: Calibration and validation

被引:57
|
作者
Miehle, P
Livesley, SJ
Feikema, PM
Li, C
Arndt, SK
机构
[1] Univ Melbourne, Sch Forest & Ecosyst Sci, Greenhouse Tech Unit, Creswick, Australia
[2] Univ Melbourne, Sch Forest & Ecosyst Sci, Heidelberg, Vic, Australia
[3] Univ New Hampshire, Inst Study Earth Oceans & Space, Complex Syst Res Ctr, Durham, NH 03824 USA
关键词
forest-DNDC; prediction error; Eucalyptus globulus; plantation; productivity; model validation; carbon sequestration; afforestation;
D O I
10.1016/j.ecolmodel.2005.07.021
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
The tree growth sub-module (PnET) of the mechanistic model Forest-DNDC was calibrated and validated for plantation grown Eucalyptus globulus. Forest-DNDC describes the biogeochemical cycles of C and N and can assist in estimating soil-borne greenhouse gas fluxes. For validation of the forest growth sub-module, data from commercial forest plantations in south-eastern Australia was used. Growth predictions agreed well with growth measurements taken at age 6 years from 28 permanent sample plots, with an average prediction error of - 1.62 t C ha(-1) (-3.19%). Differences between predicted and measured aboveground C stocks ranged between -23.5 and 12.6 t C ha-1, which amounted to a relative root mean square error in prediction of 17.9%. Correlation between modelled and measured C in standing biomass was good (r(2) = 0.73), with a Nash-Sutcliffe coefficient of model efficiency, ME=0.65. The results obtained from the validation test reveal that Forest-DNDC can predict growth of E. globulus to a high level of precision across a broad range of climatic conditions and soil types. Forest-DNDC performed satisfactorily in comparison to other growth and yield models that have already been calibrated for E. globulus (e.g. BIOMASS, 3-PG, PROMOD, or CABALA). In contrast to these growth and yield models, Forest-DNDC can additionally estimate total greenhouse gas budgets. The slightly lower precision of Forest-DNDC in comparison with specific management models, such as CABALA, are compensated for by the simple input requirements and application to regional situations. (c) 2005 Elsevier B.V All rights reserved.
引用
收藏
页码:83 / 94
页数:12
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