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A method for estimating coefficients of soil organic matter dynamics based on long-term experiments

机译:基于长期实验的土壤有机质动力学系数估算方法

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摘要

The one-compartment C model Ct=C0e-k2t+k1A/k2(1-e-k2t) is being long used to simulate soil organic C (SOC) stocks. Ct is the SOC stock at the time t; C0, the initial SOC stock; k2, the annual rate of SOC loss (mainly mineralization and erosion); k1, the annual rate to which the added C is incorporated into SOC; and A, the annual C addition. The component C0e-k2t expresses the decay of C0 and, for a time t, corresponds to the remains of C0 (C0 remains). The component k1A/k2(1-e-k2t) refers, at time t,to the stock of SOC derived from C crops (Ccrop). We herein propose a simple method to estimate k1 and k2 coefficients for tillage systems conducted in long-term experiments under several cropping systems with a wide range of annual C additions (A) andSOC stocks. We estimated k1 and k2 for conventional tillage (CT) and no-till (NT), which has been conducted under three cropping systems (oat/maize -O/M, vetch/maize -V/M and oat + vetch/maize + cowpea -OV/MC) and two N-urea rates (0 kg N ha~(-1) -0 N and 180 kg N ha~(-1) ~(-1)80 N) in a long-term experiment established in a subtropical Acrisol with C0 = 32.55 Mg C ha~(-1) in the 0~(-1)7.5 cm layer. A linear equation (Ct = a + bA) between the SOC stocks measured at the 13th year (0~(-1)7.5 cm) and the mean annual C additions was fitted for CT and NT. This equation is equivalent to the equation of the model Ct=C0e-k2t+k1A/k2(1-e-k2t), so that a=C0e-k2t and bA=k1A/k2(1-e-k2t). Such equivalences thus allow the calculation of k1 and k2. NT soil had a lowerrate of C loss (k2 = 0.019 year~(-1)) than CT soil (k2 = 0.040 year~(-1)), while k1 was not affected by tillage (0.148 year~(-1) under CT and 0.146 year~(-1) under NT). Despite that only three treatments had lack of fit (LOFIT) value lower than the critical 5% F value, all treatments showed root mean square error (RMSE) lower than RMSE 95% indicating that simulated values fall within 95% confidence interval of the measurements. The estimated SOC stocks at steady state (Ce) in the 0~(-1)7.5 cm layer ranged from 15.65 Mg ha~(-1) in CT O/M 0 N to 60.17 Mg ha~(-1) in NT OV/MC 180 N. The SOC half-life (t1/2 = ln 2/k2) was 36 years in NT and 17 years in CT, reflecting the slower C turnover in NT. The effects of NT on the SOC stocks relates to the maintenance of the initial C stocks (higher C0 remais), while increments in Ccrop are imparted mainly by crop additions.
机译:单室C模型Ct = C0e-k2t + k1A / k2(1-e-k2t)长期用于模拟土壤有机碳(SOC)储量。 Ct是时间t的SOC库存; C0,初始SOC库存; k2,SOC的年损失率(主要是矿化和侵蚀); k1,添加的C合并到SOC中的年费率;和A,每年C。分量C0e-k2t表示C0的衰减,并且在时间t内对应于C0的剩余部分(C0剩余部分)。成分k1A / k2(1-e-k2t)在时间t处指源自C类作物的SOC储量(Ccrop)。在此,我们提出一种简单的方法来估算长期耕作系统下的耕作系统的k1和k2系数,这些长期耕作是在几种种植系统下进行的,这些耕作系统具有大量的年度C添加量(A)和SOC。我们估算了传统耕作(CT)和免耕(NT)的k1和k2,这是在三种种植系统(燕麦/玉米-O / M,v子/玉米-V / M和燕麦+ etch子/玉米+建立了长期实验中的pea豆-OV / MC)和两个N尿素比率(0 kg N ha〜(-1)-0 N和180 kg N ha〜(-1)〜(-1)80 N)在0〜(-1)7.5 cm层中C0 = 32.55 Mg C ha〜(-1)的亚热带Acrisol中。 CT和NT拟合了第13年(0〜(-1)7.5 cm)测得的SOC储量与年均C添加量之间的线性方程(Ct = a + bA)。该方程式等效于模型Ct = C0e-k2t + k1A / k2(1-e-k2t)的方程式,因此a = C0e-k2t和bA = k1A / k2(1-e-k2t)。因此,这种等价关系允许计算k1和k2。与CT土壤(k2 = 0.040年〜(-1))相比,NT土壤的C损失率(k2 = 0.019年〜(-1))要低,而k1不受耕作的影响(0.148年〜(-1)在条件下) CT和0.146 year〜(-1)在NT下)。尽管只有3种处理的拟合度(LOFIT)值低于临界5%F值,但所有处理均显示均方根误差(RMSE)低于RMSE 95%,这表明模拟值在测量的95%置信区间内。 0〜(-1)7.5 cm层中稳态(Ce)时估计的SOC储量范围从CT O / M 0 N中的15.65 Mg ha〜(-1)到NT OV中的60.17 Mg ha〜(-1) / MC 180N。在NT中,SOC半衰期(t1 / 2 = ln 2 / k2)在NT中为36年,在CT中为17年,反映了NT中C转换较慢。 NT对SOC存量的影响与初始C存量的维持(较高的C0剩余量)有关,而Ccrop的增加主要是通过添加作物来实现的。

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