`MeshArrays.jl`

defines the `MeshArray`

type that can contain, and distribute, collections of inter-connected arrays as generally done in climate models. This provides a simple yet efficient and general way to e.g. analyze climate system simulations.

```
struct gcmarray{T, N} <: AbstractMeshArray{T, N}
grid::gcmgrid
meta::varmeta
f::Array{Array{T,2},N}
fSize::Array{NTuple{2, Int}}
fIndex::Array{Int,1}
version::String
end
```

```
using Pkg
Pkg.add("MeshArrays")
Pkg.test("MeshArrays")
```

The example below (1) generates a grid decomposition, (2) seeds random noise everywhere, (3) smoothes out the noise, and (4) plots the (`outer`

) array of subdomain (`inner`

) arrays. The diffusion-based smoother illustrates how `MeshArrays.jl`

computes partial derivatives over the whole domain by transfering data between neighboring subdomains.

```
using MeshArrays; p=dirname(pathof(MeshArrays))
γ,Γ=GridOfOnes("PeriodicDomain",16,20)
include(joinpath(p,"../examples/Demos.jl"))
(xi,xo,_,_)=demo2(Γ);
show(xo)
using Plots; plotlyjs()
include(joinpath(p,"../examples/Plots.jl"))
heatmap(xo,clims=(-0.25,0.25))
```

Above, we used *16 subdomains*, with *40x40 grid points* each, covering a standard *doubly periodic domain*. However, `MeshArrays.jl`

also readily supports elaborate grids commonly used in climate models, such as the ones shown below.

The Global Ocean Notebooks illustrate:

- Using
`MeshArrays.jl`

to accurately compute planetary transports on a ocean model C-grid. - Using
`MeshArrays.jl`

with IndividualDisplacements.jl to efficiently compute trajectories of ocean plastic, plankton, etc over the C-grid configurations supported by`MeshArrays.jl`

. - Support for CF-compliant Netcdf input / output of
`MeshArray`

s, with interpolation or domain decomposition, for`C-grid`

variables as provided via NCTiles.jl. - Support for MITgcm use cases and specificities is provided via MITgcmTools.jl.

where `MeshArrays.jl`

was first introduced as as `gcmfaces.jl`

. The presentation corresponds to GlobalOceanNotebooks `/DataStructures/01_MeshArrays.ipynb`

06/17/2020

11 months ago

155 commits