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The Parcels v2.0 Lagrangian framework: new field interpolation schemes

2019 65 citations

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This technical paper describes improved methods for simulating how particles (like microplastics) move through the ocean using Lagrangian modeling. Better particle transport models help predict where microplastics accumulate in the global ocean.

Study Type Environmental

Abstract. With the increasing amount of data produced by numerical ocean models, so increases the need for efficient tools to analyse these data. One of these tools is Lagrangian ocean analysis, where a set of virtual particles are released and their dynamics is integrated in time based on fields defining the ocean state, including the hydrodynamics and biogeochemistry if available. This popular methodology needs to adapt to the large variety of models producing these fields at different formats. This is precisely the aim of Parcels, a Lagrangian ocean analysis framework designed to combine (1) a wide flexibility to model particles of different natures and (2) an efficient implementation in accordance with modern computing infrastructure. In the new Parcels v2.0, we implement a set of interpolation schemes to read various types of discretised fields, from rectilinear to curvilinear grids in the horizontal direction, from z- to s- levels in the vertical and different variable distributions such as the Arakawa's A-, B- and C- grids. In particular, we develop a new interpolation scheme for a three-dimensional curvilinear C-grid and analyse its properties. Parcels v2.0 capabilities, including a suite of meta-field objects, are then illustrated in a brief study of the distribution of floating microplastic in the North West European continental shelf and its sensitivity to different physical processes.

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The Parcels v2.0 Lagrangian framework: new field interpolation schemes

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The Parcels v2.0 Lagrangian ocean analysis framework was described, introducing new field interpolation schemes that improve simulation of particle trajectories in diverse ocean model outputs. The framework provides researchers with flexible, computationally efficient tools for tracking virtual particles including floating plastics through ocean circulation fields.

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Review comment

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This is a peer review comment on a manuscript describing Parcels v2.0, a Lagrangian drift code with new field interpolation schemes, including a demonstration study of floating microplastics. The reviewer found the manuscript well written with useful figures and only minor suggestions for improvement.

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Researchers describe version 2.2 of Parcels, an open-source Python tool for Lagrangian particle tracking in ocean models, highlighting new features that make it easier to simulate the transport of microplastics, fish larvae, and other particles in ocean circulation models. The software is widely used in the scientific community for tracing microplastic movement in the ocean.

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OceanParcels/Parcelsv2.0PaperNorthSeaScripts: Parcelsv2.0PaperNorthSeaScripts

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This entry documents software scripts associated with the Parcels v2.0 Lagrangian ocean particle tracking framework, which is used to model the transport and dispersion of particles including plastic debris in ocean currents. Such computational tools are essential for predicting where microplastics accumulate in the ocean.

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