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Direct inversion of circulation from tracer measurements – Part?2: Sensitivity studies and model recovery tests

机译:从跟踪测量开始循环的直接反演 - 部分?2:敏感性研究和模型恢复测试

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The direct inversion of the 2D continuity equation allows for the inference of the effective meridional transport of trace gases in the middle stratosphere. This method exploits the information given by both the displacement of patterns in measured trace gas distributions and the approximate balance between sinks and horizontal as well as vertical advection. Model recovery tests show that with the current setup of the algorithm, this method reliably reproduces the circulation patterns in the entire analysis domain from 6 to 66?km altitude. Due to the regularization of the inversion, velocities above about 30?km are more likely under- than overestimated. This is explained by the fact that the measured trace gas distributions at higher altitudes generally contain less information and that the regularization of the inversion pushes results towards 0. Weaker regularization would in some cases allow a more accurate recovery of the velocity fields, but there is a price to pay in that the risk of convergence failure increases. No instance was found where the algorithm generated artificial patterns not present in the reference fields. Most information on effective velocities above 50?km is included in measurements of CH 4 , CO, H 2 O, and N 2 O, while CFC-11, HCFC-22, and CFC-12 constrain the inversion most efficiently in the middle stratosphere. H 2 O is a particularly important tracer in the upper troposphere or lower stratosphere. SF 6 and CCl 4 generally contain less information but still contribute to the reduction in the estimated uncertainties. With these tests, the reliability of the method has been established.
机译:2D连续性方程的直接反转允许在中间平流层中推动痕量气体的有效化学运输。该方法利用测量的迹线气体分布中的图案的位移和水平之间的近似平衡以及垂直平流之间的近似平衡来利用所提供的信息。模型恢复测试表明,利用算法的当前设置,该方法可靠地再现整个分析域中的循环模式从6到66 km高度。由于倒置的正则化,高于约30Ωkm的速度比高估更容易。这是通过较高海拔地区的测量的痕量气体分布通常包含较少的信息,并且反转推动的正则化结果较为较弱,在某些情况下,较弱的正则化允许更准确地恢复速度场,但有支付费用的价格,收敛失败的风险增加。没有发现该算法在参考字段中产生的人为模式。关于50 km的有效速度的大多数信息包括在CH 4,CO,H 2 O和N 2 O的测量中,而CFC-11,HCFC-22和CFC-12在中间平流层中最有效地约束反转。 H 2 O是上层或较低的平流层中特别重要的示踪剂。 SF 6和CCL 4通常包含较少的信息,但仍然有助于减少估计的不确定性。通过这些测试,已经建立了该方法的可靠性。

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