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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 onmillennial timescales, switching between periods of high and weak monsoonrains. It has been hypothesized that over these timescales, the EASMexhibits two stable states with bifurcation-type tipping points betweenthem. Here we test this hypothesis by looking for early warning signals ofpast bifurcations in speleothem δ18O records from Sanbao Caveand Hulu Cave, China, spanning the penultimate glacial cycle. We find thatalthough there are increases in both autocorrelation and variance precedingsome of the monsoon transitions during this period, it is only immediatelyprior to the abrupt monsoon shift at the penultimate deglaciation(Termination II) that statistically significant increases are detected. Tosupplement our data analysis, we produce and analyse multiple modelsimulations that we derive from these data. We find hysteresis behaviour inour model simulations with transitions directly forced by solar insolation.However, signals of critical slowing down, which occur on the approach to abifurcation, are only detectable in the model simulations when the change insystem stability is sufficiently slow to be detected by the samplingresolution of the data set. This raises the possibility that the earlywarning "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 systemstability 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)以千禧年尺度上突然的,大的季风转变为主,在高季风和弱季风之间切换。假设在这些时间尺度上,EASM表现出两个稳定状态,它们之间存在分叉型临界点。在这里,我们通过寻找中国三宝洞和葫芦洞跨第二倒数冰川周期的蛛网眼δ 18 O记录中过去分叉的预警信号来检验这一假设。我们发现,尽管在此期间某些季风转变之前自相关和方差都有所增加,但仅在倒数第二次冰期(Termination II)突然发生季风转变之前,才发现统计上的显着增加。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种模型仿真。我们发现模型模拟中的磁滞行为具有直接受日照直接强迫的跃迁,但是,只有在系统稳定性的变化足够慢以至于无法检测到时,在分叉的方法中出现的临界减速信号才可以在模型模拟中检测到。数据集的采样分辨率。这就增加了这样的可能性,即在224至150年的时间段内,脾疫数据中缺少预警“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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