Department of Atmospheric Sciences, Rosenstiel School of Marine and Atmospheric Science, University of Miami, Miami, Florida 33149, USA.
Institute of Mathematics, Freie Universität Berlin, Berlin 14195, Germany.
Chaos. 2021 Mar;31(3):033101. doi: 10.1063/5.0030535.
We used transition path theory (TPT) to infer "reactive" pathways of floating marine debris trajectories. The TPT analysis was applied on a pollution-aware time-homogeneous Markov chain model constructed from trajectories produced by satellite-tracked undrogued buoys from the National Oceanic and Atmospheric Administration's Global Drifter Program. The latter involved coping with the openness of the system in physical space, which further required an adaptation of the standard TPT setting. Directly connecting pollution sources along coastlines with garbage patches of varied strengths, the unveiled reactive pollution routes represent alternative targets for ocean cleanup efforts. Among our specific findings we highlight: constraining a highly probable pollution source for the Great Pacific garbage patch; characterizing the weakness of the Indian Ocean gyre as a trap for plastic waste; and unveiling a tendency of the subtropical gyres to export garbage toward the coastlines rather than to other gyres in the event of anomalously intense winds.
我们使用转移路径理论(TPT)来推断漂浮海洋垃圾轨迹的“反应性”路径。TPT 分析应用于从国家海洋和大气管理局的全球漂流器计划的卫星跟踪无浮标漂流器产生的轨迹构建的污染感知时齐马尔可夫链模型。后者涉及应对物理空间系统的开放性,这进一步要求对标准 TPT 设置进行调整。直接将沿海岸线的污染源与不同强度的垃圾带连接起来,揭示的反应性污染路径代表了海洋清理工作的替代目标。在我们的具体发现中,我们强调:限制大太平洋垃圾带的一个极有可能的污染源;描述印度洋环流作为塑料废物陷阱的弱点;揭示在异常强烈的风的情况下,亚热带环流有将垃圾出口到海岸线而不是其他环流的趋势。