在气候系统中重新配置亚马逊的连接
Adam Giammarese1, Jacob Brown2, Nishant Malik1
1School of Mathematics and Statistics, Rochester Institute of Technology, Rochester, New York 14623, USA.
Chaos (Woodbury, N.Y.)
|January 23, 2024
概括
亚马逊雨林正在表现出变化的迹象,气候连接性发生了变化. 我们的分析揭示了区域过程的变化和气候扰乱的更快传播,表明21世纪的根本转变.
科学领域:
- 气候科学 气候科学
- 生态生态学 生态生态学
- 网络分析 网络分析
背景情况:
- 森林砍伐,火灾和气温的增加引发了人们对亚马逊雨林崩的担忧.
- 由于环境变化而导致生态系统崩的门仍然不确定.
- 历史气候数据揭示了亚马逊雨林变化的早期标志.
研究的目的:
- 分析亚马逊雨林与全球气候系统的时间演变.
- 识别区域范围过程中的转变及其全球影响.
- 应用气候网络分析来理解时空气候变化模式.
主要方法:
- 应用于历史气候数据的气候网络分析.
- 多种学习启发的嵌入式来分析连接模式.
- 在气候网络上模拟扩散和随机步行.
主要成果:
- 亚马逊雨林在短距离连接方面出现损失,长距离连接方面出现增长.
- 连接模式显示了21世纪的根本性转变.
- 近几十年来,乱从亚马逊地区传播得更快,这表明敏感性增加了.
结论:
- 亚马逊雨林正在经历气候数据中可以检测到的重大变化.
- 气候网络分析为研究区域气候变化提供了强大的方法.
- 方法上的创新可以作为全球气候变化影响评估的模板.
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