Tracking the global reduction of marine traffic during the COVID-19 pandemic
This is the final version. Available on open access from Nature Research via the DOI in this record ; Data availability: Stringency index data are available from the Oxford COVID-19 Government Response Tracker (www.bsg.ox.ac.uk/covidtracker). Raw AIS data are available from SOCIB and exactEarth Ltd. Anonymized and aggregated data from terrestrial AIS are available (https://doi.org/10.6084/m9.figshare.12667256). Density maps of satellite AIS were purchased from exactEarth Ltd., are used under license, and cannot be publicly shared by the authors. We make the global difference maps publicly available (https://doi.org/10.6084/m9.figshare.12676070). ; Code availability: All analyses were coded in R version 3.6.067. Code which is available from Github at https://github.com/dmarch/covid19-ais and https://doi.org/10.5281/zenodo.4582712. ; The COVID-19 pandemic has resulted in unparalleled global impacts on human mobility. In the ocean, ship-based activities are thought to have been impacted due to severe restrictions on human movements and changes in consumption. Here, we quantify and map global change in marine traffic during the first half of 2020. There were decreases in 70.2% of Exclusive Economic Zones but changes varied spatially and temporally in alignment with confinement measures. Global declines peaked in April, with a reduction in traffic occupancy of 1.4% and decreases found across 54.8% of the sampling units. Passenger vessels presented more marked and longer lasting decreases. A regional assessment in the Western Mediterranean Sea gave further insights regarding the pace of recovery and long-term changes. Our approach provides guidance for large-scale monitoring of the progress and potential effects of COVID-19 on vessel traffic that may subsequently influence the blue economy and ocean health. ; European Union Horizon 2020 ; Natural Environment Research Council (NERC) ; Department for Environment, Food & Rural Affairs (Defra)