USE OF THE “ROTHC” MODEL TO SIMULATE SOIL ORGANIC CARBON DYNAMICS ON A SILTY-LOAM INCEPTISOL IN NORTHERN ITALY UNDER DIFFERENT FERTILIZATION PRACTICES

IF 0.5 Q4 ENVIRONMENTAL SCIENCES EQA-International Journal of Environmental Quality Pub Date : 2013-12-08 DOI:10.6092/ISSN.2281-4485/4085
R. Francaviglia, C. Baffi, A. Nassisi, C. Cassinari, R. Farina
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引用次数: 4

Abstract

We evaluated the efficiency of the RothC model to simulate Soil Organic Carbon (SOC) dynamics after 12 years of organic and mineral fertilization practices in a study area located in northern Italy, on a silty-loam Inceptisol with a rotation including tomato, maize and alfalfa. The model performance was assessed by RMSE and EF coefficients. RothC simulated well observed SOC decreases in 71 samples (RMSE=7.42; EF=0.79), while performed with less accuracy when considering all samples (96 samples; RMSE=12.37; EF=0.58), due to the fact that the model failed in case of measured SOC increases (25 samples; RMSE=20.77; EF=-0.038). The model was used to forecast the SOC dynamics over a 50 year period under the same pedoclimatic conditions. Only clay contents >15% allowed to predict increasing levels of SOC respect to the starting values.
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利用“rothc”模型模拟意大利北部粉质壤土在不同施肥方式下的土壤有机碳动态
在意大利北部的一个研究区,采用番茄、玉米和苜蓿轮作,在粉质壤土Inceptisol上进行了12年的有机和无机施肥,研究了RothC模型对土壤有机碳(SOC)动态的模拟效率。通过RMSE和EF系数对模型性能进行评价。RothC模拟观察到71个样品的有机碳含量降低(RMSE=7.42;EF=0.79),而在考虑所有样本(96个样本;RMSE = 12.37;EF=0.58),因为当测量的SOC增加时,模型失效(25个样本;RMSE = 20.77;EF = -0.038)。利用该模型对相同气候条件下50 a的有机碳动态进行了预测。只有粘土含量> - 15%可以预测土壤有机碳相对于初始值的增加水平。
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