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Predicting changes in soil organic carbon in mediterranean and alpine forests during the Kyoto Protocol commitment periods using the CENTURY model

机译:使用CENTURY模型预测《京都议定书》承诺期内地中海和高山森林中土壤有机碳的变化

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摘要

Six Italian research sites, representative of Mediterranean and mountain forests and equipped with eddy covariance towers, were used in this study to test the performance of the CENTURY 4.5 model in predicting the dynamics of soil organic carbon (SOC) changes during the commitment periods (CP) of the Kyoto Protocol (2008-2012; 2013-2017). We show that changes in SOC stocks over short periods of time are difficult to detect, and explore the potential for models to be used for reporting SOC changes for forests that will remain forests, under Article 3.4 of the Kyoto Protocol. As the eddy covariance flux sites have been active for 10 yr on average, being initiated over the period between 1996 and 1998, the model was evaluated by comparing the modelled SOC stocks with those directly measured at each site in different years. Since long term series of observed values for soil carbon were not available, the validation of other model outputs such as net primary production (NPP) and soil nitrogen stocks, gives some confidence in long term simulations. Once the model performance was evaluated, two climate change scenarios, A1F1 (world markets-fossil fuel intensive) and B2 (local sustainability), were considered for prediction of C stock changes during the commitment periods of the Kyoto Protocol. In general, despite the need to consider the uncertainties in the direct measurements, at each site model fit with measured SOC stocks was good, with the simulated values within the standard deviation of the measurements. In this regard, the similarity between the SOC measured in 2008 and that predicted for the two forthcoming commitment periods points out the difficulty of detecting carbon stock changes by direct measurements, given the closeness in time to the present of the commitment periods. In any case, all sites show positive variations that are possibly related to the fertilization effects of increasing CO2 and to longer growing seasons, since no change in management occurred. Compared with the SOC measured in 2008, at the end of the second commitment period, the modelled SOC variations were smaller than 2% in the Mediterranean forests and comprised between 2% and 7% in the mountain forests. These variations, although small, indicate it might be possible to statistically detect differences after 10 yr in mountain forests with a reasonable number of samples. In conclusion, this work shows that since SOC stock changes are minimal within both CP, models can be effective tools for estimating future changes in SOC amounts, as an alternative to, or in support of, direct measurements when a short period of time is considered.
机译:这项研究使用了六个意大利研究基地,代表地中海和山区森林,并配备了涡流协方差塔,以测试CENTURY 4.5模型在预测承诺期内土壤有机碳(SOC)动态变化方面的性能(CP )(2008-2012; 2013-2017)。我们表明,很难检测到短期内SOC储量的变化,并探索了根据《京都议定书》第3.4条用于报告仍为森林的森林的SOC变化的模型的潜力。由于涡动协方差通量站点在1996年至1998年期间平均活动了10年,因此通过比较建模的SOC存量与不同年份在每个站点直接测量的SOC存量,对模型进行了评估。由于无法获得长期的土壤碳观测值序列,因此对其他模型输出(如净初级生产(NPP)和土壤氮素存量)的验证,为长期模拟提供了一定的信心。一旦评估了模型的性能,就考虑了两种气候变化情景,即A1F1(世界市场化石燃料密集型)和B2(当地可持续性),以预测《京都议定书》承诺期内的C储量变化。通常,尽管需要考虑直接测量的不确定性,但在每个站点模型中,与测量的SOC存量拟合都很好,模拟值在测量的标准偏差范围内。在这方面,2008年测得的SOC与为即将到来的两个承诺期预测的SOC之间的相似性指出,鉴于距承诺期的当前时间紧迫,难以通过直接测量来检测碳库变化。在任何情况下,所有地点均显示出积极的变化,这可能与增加二氧化碳的施肥效果和更长的生长季节有关,因为管理方面没有发生变化。与第二次承诺期结束时的SOC相比,2008年进行了测量,模拟的SOC变化在地中海森林中小于2%,在高山森林中介于2%至7%之间。这些变化虽然很小,但表明在统计学上可以用合理数量的样本在山区森林中检测10年后的差异。总之,这项工作表明,由于两个CP中的SOC存量变化极小,因此模型可以作为评估短期SOC量的有效工具,在考虑短时间周期时可以替代或支持直接测量。

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