全球模型在一天的错误时间预测云层:这对辐射和气候有影响吗?
Travis Aerenson1, Daniel McCoy1, Gregory Elsaesser2,3
1University of Wyoming, Laramie, WY 82071, USA.
Science advances
|December 12, 2025
概括
地球系统模型 (ESM) 难以准确模拟云及其辐射效应. 在ESM中,白天云偏差被其他错误所掩盖,导致气候变化预测不准确,尽管看起来是正确的.
科学领域:
- 气候科学 气候科学
- 大气物理学 大气物理学
- 地球系统建模模型
背景情况:
- 准确的气候变化预测依赖于模拟云及其辐射效应的地球系统模型 (ESM).
- 云模拟中的系统性错误,特别是时间,可能导致辐射效应的重大偏差.
研究的目的:
- 开发一种分析模型,将白天云偏差与ESM中平均状态辐射偏差联系起来.
- 使用卫星数据量化云时刻错误对短波云辐射效应 (SWCRE) 偏差的影响.
主要方法:
- 开发一种分析模型,将云昼周期错误与辐射偏差联系起来.
- 分析卫星观测,以评估ESM云模拟中的时间错误.
- 归因于云昼周期错误的SWCRE偏差的量化.
主要成果:
- 在ESM中模拟的白天时间对云的错误对SWCRE偏差有很大影响 (超过45%的总偏差).
- 这些云日间周期错误被ESM的补偿错误所掩盖.
- 由于这些补偿错误,ESM可能会出于错误的原因产生准确的总体结果.
结论:
- 日间云偏差是ESM错误的关键,但往往是隐藏的错误来源.
- 日间周期错误被其他偏差所掩盖,使ESM绩效的评估变得复杂.
- 改善云昼周期的模拟对于可靠的气候变化预测至关重要.
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