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Implement and test vertical mass borrowing limiters
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#= | ||
From E3SM: | ||
https://github.com/E3SM-Project/E3SM/blob/2c377c5ec9a5585170524b366ad85074ab1b1a5c/components/eam/src/physics/cam/massborrow.F90 | ||
Described in Appendix B of | ||
https://gmd.copernicus.org/articles/11/1971/2018/gmd-11-1971-2018.pdf | ||
=# | ||
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import .DataLayouts as DL | ||
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struct VerticalMassBorrowingLimiter{F, T} | ||
bmass::F | ||
ic::F | ||
qmin::T | ||
end | ||
function VerticalMassBorrowingLimiter(f::Fields.Field, qmin) | ||
bmass = similar(Spaces.level(f, 1)) | ||
ic = similar(Spaces.level(f, 1)) | ||
return VerticalMassBorrowingLimiter(bmass, ic, qmin) | ||
end | ||
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apply_limiter!( | ||
ρq::Fields.Field, | ||
ρ::Fields.Field, | ||
lim::VerticalMassBorrowingLimiter, | ||
) = apply_limiter!(ρq, ρ, lim, ClimaComms.device(axes(ρ))) | ||
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function apply_limiter!( | ||
ρq::Fields.Field, | ||
ρ::Fields.Field, | ||
lim::VerticalMassBorrowingLimiter, | ||
device::ClimaComms.AbstractCPUDevice, | ||
) | ||
Fields.bycolumn(axes(ρ)) do colidx | ||
cache = | ||
(; bmass = lim.bmass[colidx], ic = lim.ic[colidx], qmin = lim.qmin) | ||
columnwise_massborrow_cpu(ρq[colidx], ρ[colidx], cache) | ||
end | ||
end | ||
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function columnwise_massborrow_cpu(ρq::Fields.Field, ρ::Fields.Field, cache) # column fields | ||
(; bmass, ic, qmin) = cache | ||
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pdel = Fields.field_values(Fields.Δz_field(ρq)) | ||
# loop over tracers | ||
nlevels = Spaces.nlevels(axes(ρq)) | ||
@. ic = 0 | ||
@. bmass = 0 | ||
ρq_vals = Fields.field_values(ρq) | ||
# top to bottom | ||
for f in 1:DataLayouts.ncomponents(ρq_vals) | ||
for v in 1:nlevels | ||
CI = CartesianIndex(1, 1, f, v, 1) | ||
# new mass in the current layer | ||
pdel_v = DL.getindex_field(pdel, CI) | ||
nmass = DL.getindex_field(ρq_vals, CI) + bmass[] / pdel_v | ||
if nmass > qmin[f] | ||
# if new mass in the current layer is positive, don't borrow mass any more | ||
DL.setindex_field!(ρq_vals, nmass, CI) | ||
bmass[] = 0 | ||
else | ||
# set mass to qmin in the current layer, and save bmass | ||
bmass[] = (nmass - qmin[f]) * pdel_v | ||
DL.setindex_field!(ρq_vals, qmin[f], CI) | ||
ic[] = ic[] + 1 | ||
end | ||
end | ||
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# bottom to top | ||
for v in nlevels:-1:1 | ||
CI = CartesianIndex(1, 1, f, v, 1) | ||
# if the surface layer still needs to borrow mass | ||
if bmass[] < 0 | ||
pdel_v = DL.getindex_field(pdel, CI) | ||
# new mass in the current layer | ||
nmass = DL.getindex_field(ρq_vals, CI) + bmass[] / pdel_v | ||
if nmass > qmin[f] | ||
# if new mass in the current layer is positive, don't borrow mass any more | ||
DL.setindex_field!(ρq_vals, nmass, CI) | ||
bmass[] = 0 | ||
else | ||
# if new mass in the current layer is negative, continue to borrow mass | ||
bmass[] = (nmass - qmin[f]) * pdel_v | ||
DL.setindex_field!(ρq_vals, qmin[f], CI) | ||
end | ||
end | ||
end | ||
end | ||
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return nothing | ||
end |
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#= | ||
julia --project | ||
using Revise; include(joinpath("test", "Limiters", "vertical_mass_borrowing_limiter.jl")) | ||
=# | ||
using ClimaComms | ||
ClimaComms.@import_required_backends | ||
using ClimaCore: Fields, Spaces, Limiters | ||
using ClimaCore.RecursiveApply | ||
using ClimaCore.Grids | ||
using ClimaCore.CommonGrids | ||
using Test | ||
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@testset "Vertical mass borrowing limiter" begin | ||
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FT = Float64 | ||
grid = ExtrudedCubedSphereGrid(; | ||
z_elem = 10, | ||
z_min = 0, | ||
z_max = 1, | ||
radius = 10, | ||
h_elem = 10, | ||
n_quad_points = 4, | ||
) | ||
cspace = Spaces.ExtrudedFiniteDifferenceSpace(grid, Grids.CellCenter()) | ||
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# Initialize fields | ||
coords = Fields.coordinate_field(cspace) | ||
ρ = map(coord -> 1.0, coords) | ||
x_scale = FT(1.2) | ||
y_scale = FT(1.5) | ||
q = similar(ρ) | ||
ρq = ρ .⊠ q | ||
q_ref = similar(ρ) | ||
ρq_ref = ρ .⊠ q_ref | ||
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limiter = Limiters.VerticalMassBorrowingLimiter(ρq, (0.0,)) | ||
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# Limiters.compute_bounds!(limiter, ρq_ref, ρ) | ||
Limiters.apply_limiter!(ρq, ρ, limiter) | ||
q = RecursiveApply.rdiv.(ρq, ρ) | ||
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# @test | ||
end |