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Change in ozone depletion rates beginning in the mid 1990s: trend analyses of the TOMS/ SBUV merged total ozone data, 1978-2003

机译:从1990年代中期开始,臭氧消耗率发生变化:TOMS / SBUV的趋势分析合并了1978-2003年的总臭氧数据

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Statistical analyses have been applied to the grid-ded monthly means of total ozone from combined TOMS and SBUV measurements (version 8 of the data) for the period 1978-2003. We focus on the detection of a change in the trend pattern by searching for a turnaround in the previous downward trend. The ozone time series have been examined separately for each grid point and season, taking into account the various descriptions of the trend term: double-linear, proportional to the index of the overall chlorine content in the stratosphere, and a smooth curve without an a priori defined shape (the output of the regression model). Standard explanatory variables representing physical and chemical processes known to influence the ozone distribution have been considered: Mg Ⅱ index, QBO wind at 10 and 30 hPa, zonal wind anomalies at 50 hPa along the 60° north or 60° south circle, the index of the stratospheric aerosols loading in the NH or SH, and the tropopause pressure. The multivariate adaptive regression splines methodology is used to find an optimal set of the explanatory variables and shape of the trend curve. The statistical errors of the models' estimates have been calculated using block bootstrapping of the models' residuals. The results appear to be consistent among models using different formulations of the trend pattern. The 2003 level of total ozone after the removal of the variations due to the parameterized dynamical/chemical forcing on the ozone is still below the long-term (1978-2003) mean level over the extratropical regions. The deficit is ~2-5% in the NH and much larger in the SH and exhibits clear seasonal variability, ~15% in autumn, ~10% in winter, and ~-5% in spring and summer. The present total ozone level is higher beyond the tropics than that in the mid 1990s but it is too early to announce a beginning of the ozone recovery there because of the trend uncertainties, due to errors of the regression estimates for individual grid points and longitudinal variability of the trend pattern. A rigorous statistical test has shown the statistically significant turnaround for some grid points over the extratropical region and a deepening of the ozone negative trend has not been found for any grid point.
机译:统计分析已应用于1978-2003年期间TOMS和SBUV组合测量(数据的版本8)中以栅格为单位的每月总臭氧量。我们专注于通过寻找先前下降趋势中的周转来检测趋势模式的变化。臭氧时间序列已针对每个网格点和季节分别进行了检查,并考虑了趋势项的各种描述:双线性,与平流层中总氯含量指数成正比,平滑的曲线没有先验定义的形状(回归模型的输出)。已考虑了代表已知会影响臭氧分布的物理和化学过程的标准解释变量:MgⅡ指数,10和30 hPa的QBO风,沿北纬60°或南纬60°的50 hPa的纬向风距平, NH或SH中的平流层气溶胶负荷以及对流层顶压力。多元自适应回归样条曲线方法用于找到最佳的解释变量集和趋势曲线的形状。使用模型残差的自举法计算了模型估计的统计误差。在使用不同趋势模式公式的模型之间,结果似乎是一致的。在消除了由于参数化的动力学/化学作用力而对臭氧造成的变化之后,2003年的总臭氧水平仍低于温带地区的长期平均水平(1978-2003年)。 NH的赤字为〜2-5%,SH的赤字则更大,并且表现出明显的季节性变化,秋季为〜15%,冬季为〜10%,春季和夏季为〜-5%。目前热带地区以外的总臭氧水平高于1990年代中期,但是由于趋势不确定性,由于各个网格点的回归估计误差和纵向变化,现在宣布该地区的臭氧恢复还为时过早。趋势模式。严格的统计测试表明,温带地区某些网格点的统计周转显着,并且未发现任何网格点的臭氧负向趋势加深。

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