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不确定性太大,无法从历史数据中预测主要地球系统组件的倾斜时间
Maya Ben-Yami1,2, Andreas Morr1,2, Sebastian Bathiany1,2
1Earth System Modelling, School of Engineering and Design, Technical University of Munich, Munich, Germany.
Science advances
|August 2, 2024
概括
预测地球系统的临界点是不可靠的,因为数据和建模的不确定性很高. 通过推断历史稳定性变化,无法可靠地预测关键过渡时间.
科学领域:
- 地球系统科学 地球系统科学
- 气候动力学 气候动力学
- 地质物理学 地质物理学
背景情况:
- 地球系统的关键过渡可能会先于稳定性下降.
- 推断稳定性变化已被提议用于预测倾斜时间.
研究的目的:
- 用历史数据评估预测倾斜时间的可靠性.
- 在预测关键转型时识别关键的不确定性.
主要方法:
- 对外推算的建模假设中的不确定性分析.
- 评估时间序列对地球系统组件的代表性.
- 调查观察数据的不确定性,包括覆盖范围和填补差距.
主要成果:
- 对历史稳定性变化的推断涉及重大不确定性.
- 数据预处理和非静态观测覆盖的影响可靠性.
- 不确定性太高,无法进行可靠的转折时间预测,即使转折点很近.
结论:
- 目前用于预测地球系统倾斜时间的方法不可靠.
- 数据和建模中的重大不确定性阻止了可靠的预测.
- 需要进一步的研究来解决数据和建模的局限性.
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