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Copy pathplot_longintegration_comparison.jl
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143 lines (113 loc) · 5.95 KB
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using Pkg
Pkg.activate(@__DIR__)
# Ensure parent package is available
if !haskey(Pkg.project().dependencies, "NORiOceanParameterization")
Pkg.develop(path=joinpath(@__DIR__, ".."))
end
using Oceananigans
using Oceananigans.Units
using CairoMakie
using Makie
using NORiOceanParameterization.Utils: find_min, find_max
using NORiOceanParameterization.DataWrangling
#####
##### Configuration
#####
file_types = ["NN", "kepsilon"]
file_labels = ["NORi", "k-ϵ"]
FILE_DIR = get_long_integration_data_path()
# Common filename pattern for column model results
filename_pattern = "aperiodic_T_86400.0_S_227368.51200000002_dt_300.0_dTdz_0.009765625_dSdz_0.00146484375_QT_0.0002_QS_-2.0e-5_QU_-0.0001_f_0.0001.jld2"
#####
##### Load Column Model Results
#####
ubar_datas = [FieldTimeSeries("$(FILE_DIR)/$(filetype)_$(filename_pattern)", "ubar") for filetype in file_types]
vbar_datas = [FieldTimeSeries("$(FILE_DIR)/$(filetype)_$(filename_pattern)", "vbar") for filetype in file_types]
Tbar_datas = [FieldTimeSeries("$(FILE_DIR)/$(filetype)_$(filename_pattern)", "Tbar") for filetype in file_types]
Sbar_datas = [FieldTimeSeries("$(FILE_DIR)/$(filetype)_$(filename_pattern)", "Sbar") for filetype in file_types]
#####
##### Load LES Reference Data
#####
les_filename = "LES_aperiodic_T_86400.0_S_227368.51200000002_dt_1_dTdz_0.009765625_dSdz_0.00146484375_QT_0.0002_QS_-2.0e-5_QU_-0.0001_f_0.0001.jld2"
ubar_data_LES = FieldTimeSeries("$(FILE_DIR)/$(les_filename)", "ubar")
vbar_data_LES = FieldTimeSeries("$(FILE_DIR)/$(les_filename)", "vbar")
Tbar_data_LES = FieldTimeSeries("$(FILE_DIR)/$(les_filename)", "Tbar")
Sbar_data_LES = FieldTimeSeries("$(FILE_DIR)/$(les_filename)", "Sbar")
#####
##### Setup Vertical Coordinates
#####
zC = znodes(Tbar_datas[1].grid, Center())
zC_LES = znodes(Tbar_data_LES.grid, Center())
times = Tbar_datas[1].times
Nt = length(times)
# Limit vertical range for plotting
z_bottom = -550.0
z_ind = findfirst(x -> x >= z_bottom, zC):length(zC)
z_ind_LES = findfirst(x -> x >= z_bottom, zC_LES):length(zC_LES)
#####
##### Plotting
#####
colors = Makie.wong_colors();
n = 721 # Time index to plot
with_theme(theme_latexfonts()) do
fig = Figure(size=(1300, 500), fontsize=30)
axu = CairoMakie.Axis(fig[1, 1], xlabel="u (m s⁻¹)", ylabel="z (m)", xticks=LinearTicks(3))
axv = CairoMakie.Axis(fig[1, 2], xlabel="v (m s⁻¹)", ylabel="z (m)", xticks=LinearTicks(3))
axT = CairoMakie.Axis(fig[1, 3], xlabel="T (°C)", ylabel="z (m)", xticks=LinearTicks(4))
axS = CairoMakie.Axis(fig[1, 4], xlabel="S (psu)", ylabel="z (m)", xticks=LinearTicks(3))
# Extract profiles at time index n
ubarₙs = [interior(ubar_data[n], 1, 1, z_ind) for ubar_data in ubar_datas]
vbarₙs = [interior(vbar_data[n], 1, 1, z_ind) for vbar_data in vbar_datas]
Tbarₙs = [interior(Tbar_data[n], 1, 1, z_ind) for Tbar_data in Tbar_datas]
Sbarₙs = [interior(Sbar_data[n], 1, 1, z_ind) for Sbar_data in Sbar_datas]
# Initial conditions (same for all models)
ubar_initial = interior(ubar_datas[1][1], 1, 1, z_ind)
vbar_initial = interior(vbar_datas[1][1], 1, 1, z_ind)
Tbar_initial = interior(Tbar_datas[1][1], 1, 1, z_ind)
Sbar_initial = interior(Sbar_datas[1][1], 1, 1, z_ind)
# Compute axis limits
ulim = (find_min(ubarₙs...) - 3e-3, find_max(ubarₙs...) + 3e-3)
vlim = (find_min(vbarₙs...) - 3e-3, find_max(vbarₙs...) + 3e-3)
Tlim = (find_min(Tbarₙs..., Tbar_initial), find_max(Tbarₙs..., Tbar_initial))
Slim = (find_min(Sbarₙs..., Sbar_initial), find_max(Sbarₙs..., Sbar_initial))
# Plot initial conditions
linewidth = 4
lines!(axu, ubar_initial, zC[z_ind], label="Initial condition", linewidth=linewidth, linestyle=:dash)
lines!(axv, vbar_initial, zC[z_ind], label="Initial condition", linewidth=linewidth, linestyle=:dash)
lines!(axT, Tbar_initial, zC[z_ind], label="Initial condition", linewidth=linewidth, linestyle=:dash)
lines!(axS, Sbar_initial, zC[z_ind], label="Initial condition", linewidth=linewidth, linestyle=:dash)
# Plot LES reference
lines!(axu, interior(ubar_data_LES[n], 1, 1, z_ind_LES), zC_LES[z_ind_LES],
label="Large-eddy simulation", linewidth=8, color=(colors[3], 0.5))
lines!(axv, interior(vbar_data_LES[n], 1, 1, z_ind_LES), zC_LES[z_ind_LES],
label="Large-eddy simulation", linewidth=8, color=(colors[3], 0.5))
lines!(axT, interior(Tbar_data_LES[n], 1, 1, z_ind_LES), zC_LES[z_ind_LES],
label="Large-eddy simulation", linewidth=8, color=(colors[3], 0.5))
lines!(axS, interior(Sbar_data_LES[n], 1, 1, z_ind_LES), zC_LES[z_ind_LES],
label="Large-eddy simulation", linewidth=8, color=(colors[3], 0.5))
# Plot column model results
for (i, filetype) in enumerate(file_types)
color = filetype == "NN" ? :black : colors[6]
lines!(axu, ubarₙs[i], zC[z_ind], label=file_labels[i], linewidth=linewidth, color=color)
lines!(axv, vbarₙs[i], zC[z_ind], label=file_labels[i], linewidth=linewidth, color=color)
lines!(axT, Tbarₙs[i], zC[z_ind], label=file_labels[i], linewidth=linewidth, color=color)
lines!(axS, Sbarₙs[i], zC[z_ind], label=file_labels[i], linewidth=linewidth, color=color)
end
# Set axis limits and styling
xlims!(axu, ulim)
xlims!(axv, vlim)
xlims!(axT, Tlim)
xlims!(axS, Slim)
linkyaxes!(axu, axv, axT, axS)
hidexdecorations!(axu, ticks=false, ticklabels=false, label=false)
hidexdecorations!(axv, ticks=false, ticklabels=false, label=false)
hidexdecorations!(axT, ticks=false, ticklabels=false, label=false)
hidexdecorations!(axS, ticks=false, ticklabels=false, label=false)
hideydecorations!(axu, ticks=false, ticklabels=false, label=false)
hideydecorations!(axv, ticks=false)
hideydecorations!(axT, ticks=false)
hideydecorations!(axS, ticks=false)
Legend(fig[2, :], axu, position=:lb, orientation=:horizontal, patchsize=(40, 20))
display(fig)
# save("./figures/longintegration_comparison.pdf", fig)
end