论文标题
整个地球历史上雪球概率的简单随机建模
Simple Stochastic Modeling of Snowball Probability Throughout Earth History
论文作者
论文摘要
在数十亿年的历史中,地球展现出广泛的气候。它的历史范围从雪球发作中,其中表面大部分或完全被冰覆盖到比今天的温暖时期,几乎没有冰冻圈。我们对这一悠久历史,特别是二氧化碳的温室气化的理解主要由确定性模型所告知。然而,碳循环的复杂性及其随着时间的流逝的不确定性激发了对非确定性模型的研究,其中循环的关键要素由固有的随机过程表示。通过这样做,我们可以了解哪些可变性模型与地球的气候记录兼容,而不是确切产生这种可变性。在这项研究中,我们解决了为什么通过讨论两个长期碳循环变异性的简单随机模型,而不是proterokoic中的雪球,但没有滚动。第一个是最简单的,并且直接代表二氧化碳浓度作为随机过程,它具有启发性并且可能是直观的,但与Phanerozoic中缺少雪球不相容。第二个将碳源与水槽分开并代表二氧化碳用作随机过程而不是浓度的二氧化碳,这是更灵活的。当超出量的较长时期波动时,与平均状态的短暂和快速游览相反,该模型与雪球记录更兼容,只显示雪球事件比地球历史上雪球事件的可能性适度增加。这些模型之间的对比说明了长期碳循环的哪种变异性可能是什么样的。
Over its multibillion-year history, Earth has exhibited a wide range of climates. Its history ranges from snowball episodes where the surface was mostly or entirely covered by ice to periods much warmer than today, where the cryosphere was virtually absent. Our understanding of greenhouse gas evolution over this long history, specifically carbon dioxide, is mainly informed by deterministic models. However, the complexity of the carbon cycle and its uncertainty over time motivates the study of non-deterministic models, where key elements of the cycle are represented by inherently stochastic processes. By doing so, we can learn what models of variability are compatible with Earth's climate record instead of how exactly this variability is produced. In this study, we address why there were snowballs in the Proterozoic, but not the Phanerozoic by discussing two simple stochastic models of long-term carbon-cycle variability. The first, which is the most simple and represents CO2 concentration directly as a stochastic process, is instructive and perhaps intuitive, but is incompatible with the absence of snowballs in the Phanerozoic. The second, which separates carbon source from sink and represents CO2 outgassing as a stochastic process instead of concentration, is more flexible. When outgassing fluctuates over longer periods, as opposed to brief and rapid excursions from a mean state, this model is more compatible with the snowball record, showing only modest increases in the probability of snowball events over Earth history. The contrast between these models illustrates what kind of variability may have characterized the long-term carbon cycle.