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Impacts of atmospheric variability on a coupled upper-ocean/ecosystem model of the subarctic Northeast Pacific

机译:大气变化对东北亚太平洋北极上层海洋/生态系统耦合模型的影响

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The biologically-mediated flux of carbon from the upper ocean to below the permanent thermocline (the biological pump) is estimated to be ~10 PgC/yr [Houghton et al., 2001], and plays an important role in the global carbon cycle. A detailed quantitative understanding of the dynamics of the biological pump is therefore important, particularly in terms of its potential sensitivity to climate change and its role in this change via feedback processes. Previous studies of coupled upper-ocean/planktonic ecosystem dynamics have considered models forced by observed atmospheric variability or by smooth annual and diurnal cycles. The second approach has the drawback that environmental variability is ubiquitous in the climate system, and may have a nontrivial impact on the (nonlinear) dynamics of the system, while the first approach is limited by the fact that observed time series are generally too short to obtain statistically robust characterizations of variability in the system. In the present study, an empirical stochastic model of high-frequency atmospheric variability (with a decorrelation timescale of less than a week) is estimated from long-term observations at Ocean Station Papa in the northeast subarctic Pacific. This empirical model, the second-order statistics of which resemble those of the observations to a good approximation, is used to produce very long (1000-year) realizations of atmospheric variability which are used to drive a coupled upper-ocean/ecosystem model. It is found that fluctuations in atmospheric forcing do not have an essential qualitative impact on most aspects of the dynamics of the ecosystem when primary production is limited by the availability of iron, although pronounced interannual variability in diatom abundance is simulated (even in the absence of episodic iron fertilization). In contrast, the impacts of atmospheric variability are considerably more significant when phytoplankton growth is limited in the summer by nitrogen availability, as observed closer to the North American coast. Furthermore, the high-frequency variability in atmospheric forcing is associated with regions in parameter space in which the system alternates between iron and nitrogen limitation on interannual to interdecadal timescales. Both the mean and variability of export production are found to be significantly larger in the nitrogen-limited regime than in the iron-limited regime.
机译:从上层海洋到永久性高温跃层以下的生物介导的碳通量(生物泵)估计为〜10 PgC /年[Houghton et al。,2001],在全球碳循环中起着重要作用。因此,详细定量了解生物泵的动力学非常重要,尤其是在其对气候变化的潜在敏感性及其通过反馈过程在这种变化中的作用方面。先前有关上层海洋/浮游生物生态系统动力学耦合的研究已经考虑了由观测到的大气多变性或平稳的年度和昼夜周期推动的模型。第二种方法的缺点是环境变化在气候系统中无处不在,并且可能对系统的(非线性)动力学产生非凡的影响,而第一种方法的局限性在于观察到的时间序列通常太短而无法获得系统可变性的统计上可靠的表征。在本研究中,根据北极东北太平洋太平洋海洋站的长期观测估计了高频大气变化的经验随机模型(去相关时间尺度小于一周)。这个经验模型的二阶统计量与观测值非常相似,非常近似,用于产生很长(1000年)的大气变化认识,用于驱动上层海洋/生态系统耦合模型。研究发现,当主要生产受到铁的可用性限制时,大气强迫的波动对生态系统动力学的大多数方面都没有本质上的定性影响,尽管模拟了硅藻丰度的明显年际变化(即使在没有硅藻的情况下)。阵发性铁肥)。相反,如在更近的北美海岸观察到的那样,当夏季由于氮的可利用性限制了浮游植物的生长时,大气变化的影响就更为显着。此外,大气强迫中的高频变化与参数空间中的区域相关,在该区域中,系统在年际至年代际时标之间交替选择铁和氮的限制。氮限制制度下的出口生产的均值和变异性都明显大于铁限制制度下的。

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