Transition paths of marine debris and the stability of the garbage patches
arXiv:2009.11234 · doi:10.1063/5.0030535
Abstract
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 NOAA 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.
Submitted to Chaos
References in corpus (6)
- Flow networks: A characterization of geophysical fluid transport
- Clustering of marine-debris- and \emph{Sargassum}-like drifters explained by inertial particle dynamics}
- Observation and quantification of inertial effects on the drift of floating objects at the ocean surface
- Extending Transition Path Theory: Periodically-Driven and Finite-Time Dynamics
- Markov-chain-inspired search for MH370
- Path properties of atmospheric transitions: illustration with a low-order sudden stratospheric warming model
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