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using ClimateTools | ||
using AxisArrays | ||
using Shapefile | ||
using Climat | ||
using Test | ||
using NetCDF | ||
using NCDatasets | ||
using Dates | ||
using YAXArrays | ||
using DimensionalData | ||
# using StableRNGs | ||
using Statistics | ||
using Random | ||
using ArgCheck | ||
using DataFrames | ||
using Test | ||
using HDF5 | ||
using Extremes | ||
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include("interface_test.jl") | ||
include("utils_test.jl") | ||
include("extract_test.jl") | ||
include("biascorrect_test.jl") | ||
include("indices_test.jl") | ||
# include("mapping_test.jl") | ||
include("functions_test.jl") | ||
include("spatial_test.jl") | ||
using Dates | ||
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@testset "Climat.jl" begin | ||
# Write your tests here. | ||
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# obsfile = joinpath("/gpfs/home/dl2594/.julia/dev/Climat/test/", "data", "obs.nc") | ||
# reffile = joinpath("/gpfs/home/dl2594/.julia/dev/Climat/test/", "data", "ref.nc") | ||
# futfile = joinpath("/gpfs/home/dl2594/.julia/dev/Climat/test/", "data", "fut.nc") | ||
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obsfile = joinpath(dirname(@__FILE__), "data", "obs.nc") | ||
reffile = joinpath(dirname(@__FILE__), "data", "ref.nc") | ||
futfile = joinpath(dirname(@__FILE__), "data", "fut.nc") | ||
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obs = Cube(YAXArrays.open_dataset(obsfile)) | ||
ref = Cube(YAXArrays.open_dataset(reffile)) | ||
fut = Cube(YAXArrays.open_dataset(futfile)) | ||
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qq = qqmap(obs, ref, fut, detrend=true, method="multiplicative") | ||
@test round(qq[45,3,3], digits=5) == -7.85231 | ||
@test round(mean(qq), digits=5) == 0.39328 | ||
@test round(std(qq), digits=5) == 6.3777 | ||
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qq = qqmap(obs, ref, fut, detrend=true, method="additive") | ||
@test round(qq[45,3,3], digits=5) == -7.83775 | ||
@test round(mean(qq), digits=5) == 0.25184 | ||
@test round(std(qq), digits=5) == 5.54588 | ||
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# detrend false, multiplicative | ||
qq = qqmap(obs, ref, fut, detrend=false, method="multiplicative") | ||
@test round(qq[45,3,3], digits=5) == -7.82242 | ||
@test round(mean(qq), digits=5) == 0.38062 | ||
@test round(std(qq), digits=5) == 6.36466 | ||
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# detrend false, additive | ||
qq = qqmap(obs, ref, fut, detrend=false, method="additive") | ||
@test round(qq[45,3,3], digits=5) == -7.80781 | ||
@test round(mean(qq), digits=5) == 0.23945 | ||
@test round(std(qq), digits=5) == 5.51853 | ||
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# Plots.density(obs[:,3,3].data, linewidth=3,label="OBS") | ||
# Plots.density!(ref[:,3,3].data, linewidth=2.5,label="REF") | ||
# Plots.density!(fut[:,3,3].data, linewidth=2.5,label="FUT") | ||
# Plots.density!(qq[:,3,3].data, linewidth=2.5,label="QQ") | ||
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end | ||
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# # Generation of random data | ||
# datevec = DateTime(1981,1,1):Dates.Day(1):DateTime(2010,12,31) | ||
# datevec2 = DateTime(2011,1,1):Dates.Day(1):DateTime(2040,12,31) | ||
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# lon = [-75.0, -72.5, -70.0, -67.5] | ||
# lat = [35.0, 37.5, 40.0, 42.5] | ||
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# mu_obs = 0.0;sigma_obs = 5.0 | ||
# mu_ref = 3.15;sigma_ref = 7.4 | ||
# mu_fut = 3.5;sigma_fut = 8.0 | ||
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# obsdata = rand(Normal(mu_obs, sigma_obs), length(datevec), 4, 4) | ||
# refdata = rand(Normal(mu_ref, sigma_ref), length(datevec), 4, 4) | ||
# futdata = rand(Normal(mu_fut, sigma_fut), length(datevec2), 4, 4) | ||
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# axlist = ( | ||
# Dim{:Ti}(datevec), | ||
# Dim{:lon}(lon), | ||
# Dim{:lat}(lat), | ||
# ) | ||
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# axlist2 = ( | ||
# Dim{:Ti}(datevec2), | ||
# Dim{:lon}(lon), | ||
# Dim{:lat}(lat), | ||
# ) | ||
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# properties_obs = Dict("mu" => mu_obs, "sigma" => sigma_obs) | ||
# obs = YAXArray(axlist, obsdata, properties_obs) | ||
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# properties_ref = Dict("mu" => mu_ref, "sigma" => sigma_ref) | ||
# ref = YAXArray(axlist, refdata, properties_ref) | ||
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# properties_fut = Dict("mu" => mu_fut, "sigma" => sigma_fut) | ||
# fut = YAXArray(axlist2, futdata, properties_fut) |