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Early warnings and missed alarms for abrupt monsoon transitions

机译:季风过渡突然的预警和漏报

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Palaeo-records from China demonstrate that the East Asian Summer Monsoon (EASM) is dominated by abrupt and large magnitude monsoon shifts on millennial timescales, switching between periods of high and weak monsoon rains. It has been hypothesized that over these timescales, the EASM exhibits two stable states with bifurcation-type tipping points between them. Here we test this hypothesis by looking for early warning signals of past bifurcations in speleothem δ18O records from Sanbao Cave and Hulu Cave, China, spanning the penultimate glacial cycle. We find that although there are increases in both autocorrelation and variance preceding some of the monsoon transitions during this period, it is only immediately prior to the abrupt monsoon shift at the penultimate deglaciation (Termination II) that statistically significant increases are detected. To supplement our data analysis, we produce and analyse multiple model simulations that we derive from these data. We find hysteresis behaviour in our model simulations with transitions directly forced by solar insolation. However, signals of critical slowing down, which occur on the approach to a bifurcation, are only detectable in the model simulations when the change in system stability is sufficiently slow to be detected by the sampling resolution of the data set. This raises the possibility that the early warning "alarms" were missed in the speleothem data over the period 224–150 kyr and it was only at the monsoon termination that the change in the system stability was sufficiently slow to detect early warning signals.
机译:来自中国的古记录表明,东亚夏季风(EASM)以千禧年尺度上的突然大幅度季风转变为主,在季风雨的高低期之间切换。假设在这些时间范围内,EASM表现出两个稳定状态,它们之间具有分叉型临界点。在这里,我们通过寻找中国的三宝洞和葫芦洞的脾脏δ18O记录中过去分叉的早期预警信号来检验这一假说,跨越了倒数第二个冰川周期。我们发现,尽管在此期间的某些季风转变之前,自相关和方差都有所增加,但仅在倒数第二个冰期(Termination II)突然发生季风转变之前,才发现统计上显着的增加。为了补充我们的数据分析,我们产生并分析了从这些数据中得出的多个模型仿真。我们在模型模拟中发现了磁滞现象,其中太阳直射直接强迫了转变。但是,只有在系统稳定性的变化足够慢而无法通过数据集的采样分辨率检测到时,才可以在模型仿真中检测到在分叉进近时出现的严重减速信号。这增加了这样的可能性,即在224–150 kyr的时期内,遗留物数据中没有遗漏预警“警报”,并且仅在季风终止时,系统稳定性的变化才足够慢,无法检测到预警信号。

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