Geology

Meteorology

Archaeology

Pure mathematics

Mathematics

Lagrangian

Suite

Curvilinear coordinates

Motion (physics)

Algorithm

Statistics

Geodesy

Mathematical analysis

Interpolation (computer graphics)

Artificial intelligence

Geography

Set (abstract data type)

Grid

Programming language

Geometry

Computer science

Flexibility (engineering)

Discretization

Applied mathematics

Field (mathematics)

Computational science

Geoscientific model development

Abstract. With the increasing number 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 is released and their dynamics are 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 discretized fields, from rectilinear to curvilinear grids in the horizontal direction, from z to s levels in the vertical direction and using grid staggering with the Arakawa 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 northwest European continental shelf and its sensitivity to various physical processes.

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