### A Pluto.jl notebook ###
# v0.19.17

using Markdown
using InteractiveUtils

# This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
macro bind(def, element)
    quote
        local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
        local el = $(esc(element))
        global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
        el
    end
end

# ╔═╡ 8539e67f-6361-409a-9dbe-e8dcb2c7e10d
begin
	using OceanRobots, ArgoData
	using Statistics, Interpolations 
	using CairoMakie, PlutoUI, PrettyTables
	"Done with packages"
end

# ╔═╡ 89647c4e-e568-4d3a-af57-bcc541744e38
md"""# Argo Floats

The standard Argo float drifts at 1000m depth and comes back to the surface every ten days, just after 
collecting profiles, to transmit its data via satellite. For more information about 
the international Argo program please refer to, for example, <https://argo.ucsd.edu>.
"""

# ╔═╡ 09a2aa6e-16bc-4582-9d5f-c50432e3f0ca
begin
	url1="https://www.researchgate.net/profile/Taiyo-Kobayashi/publication/236890114/figure/fig1/AS:299396928425984@1448393198754/Distribution-of-profiling-floats-under-Argo-by-country-Total-number-of-floats-is-3256-as.png"
	url2="https://www.researchgate.net/profile/Taiyo-Kobayashi/publication/236890114/figure/fig2/AS:299396928425984@1448393198754/Distribution-of-profiling-floats-under-Argo-by-country-Total-number-of-floats-is-3256-as.png"
	url3="https://wwz.ifremer.fr/var/storage/images/_aliases/fullsize/medias-ifremer/medias-institut/espace-presse/communiques/communiques-2020/images/a-ce-jour-environ-4000-flotteurs-argo-monitorent-les-oceans-de-notre-planete/1771207-1-fre-FR/A-ce-jour-environ-4000-flotteurs-Argo-monitorent-les-oceans-de-notre-planete.jpg"
	url4="https://floats.pmel.noaa.gov/sites/default/files/photos/Deep%20Argo/15.%20Deep%20SOLO%20float%20starts%20its%20mission%20by%20sinking%20after%20deployment%20during%20HOT%20Cruise%20302.jpg"

	md"""

	
	$(Resource(url1,:height => 100)) 
	$(Resource(url2,:height => 100))
	$(Resource(url3,:height => 100))
	$(Resource(url4,:height => 100))

	_Picture credits : Taiyo Kobayashi, IFREMER, NOAA._
	"""
end

# ╔═╡ a9fd8646-7269-4f70-93cf-0e831d533237
md"""## Data Samples

Temperature and salinity profiles recorded by the float as a function of time and depth.
"""

# ╔═╡ 9d29d0f8-7b1c-11ec-1f16-b313a50cc5e7
TableOfContents()

# ╔═╡ 1a835449-de37-4d08-9c91-c7affe7084cd
begin
	mywmo_bind = @bind wmo_txt confirm(TextField(default="6900900"))
	
	md"""## Select a Float
	
	$(mywmo_bind)
	
	See later in the notebook for the full list of floats.
	"""
end

# ╔═╡ 904c8a06-0552-40b4-aa9f-404d61b21c08
wmo=parse(Int,wmo_txt)

# ╔═╡ 4d949835-4cf8-4493-b765-6e956019b777
begin
	md"""## Positions, Speed, Profiles

	- extract the recorded float positions  (one every 10 days)
	- estimate an approximate drift speed between consecutive float positions
	- interpolate profile data to standard depth levels
	
	The result is shown below as function of time along for positions, estimate speed, temperature, salinity.
	"""
end

# ╔═╡ 3f5419f1-d131-42eb-86c8-44a385e88d51
begin
	files_list=GDAC.files_list()
	nf=size(files_list,1)
end

# ╔═╡ 8418b9ca-2e7f-4468-a0fb-36f5a05dde2c
pretty_table(files_list[1:2000:nf,:],
	header = names(files_list),
	header_crayon = crayon"yellow bold",
	highlighters  = ( hl_col(1, crayon"white"),hl_col(2, crayon"white") ),
)

# ╔═╡ 9037e2ce-a04a-40d0-945e-ec3f19a4f3c4
md"""## Many More Floats

Argo is an international program that maintains an array of over 3000 profiling floats distributed 
over the Global Ocean. It collectively provides a high-quality and global data set that plays a 
central role in climate research. The array has collected temperature and salinity profiles for 
almost 2 decades (global coverage by the float array was achieved ~ 2005). 

There are two official Argo data repositories (GDAC) that mirror the same files:

- France Coriolis: <ftp://ftp.ifremer.fr/ifremer/argo>
- US GODAE: <ftp://usgodae.org/pub/outgoing/argo>

In this notebook, we download the file that contains all profiles collected by float `wmo=`$(wmo). 

**The Argo float chosen as default generated data for almost seven years!**

**But there are $(nf) other floats to choose from!!**

A full list can be [found here](https://juliaocean.github.io/ArgoData.jl/dev/Argo_float_files.csv), and a few are shown below. 

Methods to download files in bulk & parallel is provided in [ArgoData.jl](https://github.com/JuliaOcean/ArgoData.jl).
"""

# ╔═╡ 533ea412-76ae-4060-bbc8-2650ee0d2774
md"""## Appendix

### Julia
"""

# ╔═╡ 916e5a50-ee01-4299-9314-2e3cc9c826e6
md"""### Files"""

# ╔═╡ 2558c88f-7fee-4a91-bfdd-46f1f61795b0
begin
	fil=ArgoFiles.download(files_list,wmo)
	arr=ArgoFiles.read(fil)

	"Done with data ingestion"
end

# ╔═╡ 5b814708-292a-45ed-8eab-386a7f097634
begin
	"Done reading data arrays"
end

# ╔═╡ 3fd610a8-80c1-4acc-b3ef-20883f77e32d
begin
	function speed(arr)
		(lon,lat)=(arr.lon,arr.lat)
		EarthRadius=6378e3 #in meters
		gcdist(lo1,lo2,la1,la2) = acos(sind(la1)*sind(la2)+cosd(la1)*cosd(la2)*cosd(lo1-lo2)) #in radians

		dx_net=EarthRadius*gcdist(lon[1],lon[end],lat[1],lat[end])
		dx=[EarthRadius*gcdist(lon[i],lon[i+1],lat[i],lat[i+1]) for i in 1:length(lon)-1]
		dt=10.0*86400

		dist_tot=sum(dx)/1000 #in km
		dist_net=dx_net/1000 #in km
		
		speed_net=dx_net/dt/(length(lon)-1)
		speed_mean=mean(dx/dt)

		return (dx=dx,dist_tot=dist_tot,dist_net=dist_net,
		speed_net=speed_net,speed_mean=speed_mean)
	end

	spd=speed(arr)

	"Done with reading data positions"
end

# ╔═╡ 49256e11-fbd2-40e7-8f0b-193e17e2b31b
md"""_Average estimated drift speed :_ $(round(spd.speed_mean; digits=4)) m/s"""

# ╔═╡ 66e41568-7825-4383-80cb-cc48bdf56397
md"""### Viz"""

# ╔═╡ a42edc9d-9fa2-4775-83c4-2d9a5130105c
begin
	z_std=collect(0.0:5:500.0)
	nz=length(z_std)

	function interp_z(P,T)
		k=findall((!ismissing).(P.*T))
		interp_linear_extrap = LinearInterpolation(Float64.(P[k]), Float64.(T[k]), extrapolation_bc=Line()) 
		interp_linear_extrap(z_std)
	end

	function interp_z_all(arr)
		np=size(arr.PRES,2)
		T_std=zeros(length(z_std),np)
		S_std=zeros(length(z_std),np)
		[T_std[:,i].=interp_z(arr.PRES[:,i],arr.TEMP[:,i]) for i in 1:np]
		[S_std[:,i].=interp_z(arr.PRES[:,i],arr.PSAL[:,i]) for i in 1:np]
		T_std,S_std
	end
end

# ╔═╡ fc0340be-4671-406f-9dc0-e831009aa9b8
function heatmap_profiles!(ax,TIME,TEMP,cmap)
	x=TIME
	y=-[z_std[i] for i in 1:nz, j in 1:size(TEMP,2)]
	co=Float64.(reverse(permutedims(TEMP),dims=2))
	rng=extrema(co[:])

	sca=heatmap!(ax, x , y , co, colorrange=rng,colormap=cmap)

	ax.xlabel="time (day)"
	ax.ylabel="depth (m)"

	sca
end

# ╔═╡ ce6b8cf0-2589-431b-a551-980f9ee763af
function plot_profiles!(ax,TIME,PRES,TEMP,cmap)
	ii=findall(((!ismissing).(PRES)).*((!ismissing).(TEMP)))

	x=TIME[ii]
	y=-PRES[ii] #pressure in decibars ~ depth in meters
	co=Float64.(TEMP[ii])
	rng=extrema(co)

	sca=scatter!(ax, x , y ,color=co,colormap=cmap, markersize=5)

	ax.xlabel="time (day)"
	ax.ylabel="depth (m)"

	sca
end

# ╔═╡ 2e35911d-3e5a-453f-bedd-2d621db20d09
function plot_trajectory!(ax,lon,lat,dx)
	dt=10.0*86400
	co=(dx[2:end]+dx[1:end-1])/2
	co=[dx[1];co[:];dx[end]]/dt

	li=lines!(ax,lon, lat, linewidth=2, color=co, colormap=:turbo)
	scatter!(ax,lon, lat, marker=:circle, markersize=2, color=:black)
	ax.xlabel="longitude"
	ax.ylabel="latitude"
	ax.title="positions (dots) & speed (color)"

	li
end

# ╔═╡ 9ef9ae19-d8c8-4816-9699-b157f122fc63
function plot_standard(arr,spd,T_std,S_std)
	fig1=Figure()
	
	ax=Axis(fig1[1,1])
	li=plot_trajectory!(ax,arr.lon,arr.lat,spd.dx)
	Colorbar(fig1[1,2], li, height=Relative(0.65))
	ax=Axis(fig1[1,3],title="Float wmo="*string(wmo))
	scatter!(ax,arr.PSAL[:],arr.TEMP[:],markersize=3.0)

	lims=(nothing, nothing, -500.0, 0.0)

	ax=Axis(fig1[2,1:3],title="Temperature, degree C", limits=lims)
	hm1=heatmap_profiles!(ax,arr.TIME,T_std,:thermal)
	Colorbar(fig1[2,4], hm1, height=Relative(0.65))

	ax=Axis(fig1[3,1:3],title="Salinity, psu", limits=lims)
	hm2=heatmap_profiles!(ax,arr.TIME,S_std,:viridis)
	Colorbar(fig1[3,4], hm2, height=Relative(0.65))

	fig1
end

# ╔═╡ 2a1c12c9-21e9-479a-b56c-a893d1cbede6
let
	T_std,S_std=interp_z_all(arr)

	fig1=plot_standard(arr,spd,T_std,S_std)
end

# ╔═╡ c176fd5e-b2f2-47e3-8145-a4c152389344
function plot_samples(arr)
	
	fig1=Figure(resolution = (800, 400))
	lims=(nothing, nothing, -500.0, 0.0)

	ttl="Float wmo="*string(wmo)
	ax=Axis(fig1[1,1],title=ttl*", temperature, degree C", limits=lims)
	hm1=plot_profiles!(ax,arr.TIME,arr.PRES,arr.TEMP,:thermal)
	Colorbar(fig1[1,2], hm1, height=Relative(0.65))

	ax=Axis(fig1[2,1],title=ttl*", salinity, psu", limits=lims)
	hm2=plot_profiles!(ax,arr.TIME,arr.PRES,arr.PSAL,:viridis)
	Colorbar(fig1[2,2], hm2, height=Relative(0.65))

	fig1
end

# ╔═╡ c85a1eea-e2db-4f7f-9b7c-00b29a4cb975
plot_samples(arr)

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version = "1.0.0+1"

[[deps.Qhull_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "238dd7e2cc577281976b9681702174850f8d4cbc"
uuid = "784f63db-0788-585a-bace-daefebcd302b"
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[[deps.QuadGK]]
deps = ["DataStructures", "LinearAlgebra"]
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uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
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[[deps.REPL]]
deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"

[[deps.Random]]
deps = ["SHA", "Serialization"]
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"

[[deps.RangeArrays]]
git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5"
uuid = "b3c3ace0-ae52-54e7-9d0b-2c1406fd6b9d"
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[[deps.Ratios]]
deps = ["Requires"]
git-tree-sha1 = "dc84268fe0e3335a62e315a3a7cf2afa7178a734"
uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
version = "0.4.3"

[[deps.Reexport]]
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uuid = "189a3867-3050-52da-a836-e630ba90ab69"
version = "1.2.2"

[[deps.RelocatableFolders]]
deps = ["SHA", "Scratch"]
git-tree-sha1 = "90bc7a7c96410424509e4263e277e43250c05691"
uuid = "05181044-ff0b-4ac5-8273-598c1e38db00"
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[[deps.Requires]]
deps = ["UUIDs"]
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[[deps.Rmath]]
deps = ["Random", "Rmath_jll"]
git-tree-sha1 = "bf3188feca147ce108c76ad82c2792c57abe7b1f"
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[[deps.Rmath_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "68db32dff12bb6127bac73c209881191bf0efbb7"
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[[deps.SHA]]
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version = "0.7.0"

[[deps.SIMD]]
git-tree-sha1 = "bc12e315740f3a36a6db85fa2c0212a848bd239e"
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[[deps.ScanByte]]
deps = ["Libdl", "SIMD"]
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[[deps.Scratch]]
deps = ["Dates"]
git-tree-sha1 = "f94f779c94e58bf9ea243e77a37e16d9de9126bd"
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[[deps.SentinelArrays]]
deps = ["Dates", "Random"]
git-tree-sha1 = "efd23b378ea5f2db53a55ae53d3133de4e080aa9"
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[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"

[[deps.SharedArrays]]
deps = ["Distributed", "Mmap", "Random", "Serialization"]
uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"

[[deps.Showoff]]
deps = ["Dates", "Grisu"]
git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de"
uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
version = "1.0.3"

[[deps.SignedDistanceFields]]
deps = ["Random", "Statistics", "Test"]
git-tree-sha1 = "d263a08ec505853a5ff1c1ebde2070419e3f28e9"
uuid = "73760f76-fbc4-59ce-8f25-708e95d2df96"
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[[deps.SimpleTraits]]
deps = ["InteractiveUtils", "MacroTools"]
git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231"
uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
version = "0.9.4"

[[deps.Sixel]]
deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
git-tree-sha1 = "8fb59825be681d451c246a795117f317ecbcaa28"
uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47"
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[[deps.SnoopPrecompile]]
git-tree-sha1 = "f604441450a3c0569830946e5b33b78c928e1a85"
uuid = "66db9d55-30c0-4569-8b51-7e840670fc0c"
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[[deps.Sockets]]
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"

[[deps.SortingAlgorithms]]
deps = ["DataStructures"]
git-tree-sha1 = "a4ada03f999bd01b3a25dcaa30b2d929fe537e00"
uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
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[[deps.SparseArrays]]
deps = ["LinearAlgebra", "Random"]
uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"

[[deps.SpecialFunctions]]
deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
git-tree-sha1 = "d75bda01f8c31ebb72df80a46c88b25d1c79c56d"
uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
version = "2.1.7"

[[deps.StackViews]]
deps = ["OffsetArrays"]
git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c"
uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15"
version = "0.1.1"

[[deps.StaticArrays]]
deps = ["LinearAlgebra", "Random", "StaticArraysCore", "Statistics"]
git-tree-sha1 = "ffc098086f35909741f71ce21d03dadf0d2bfa76"
uuid = "90137ffa-7385-5640-81b9-e52037218182"
version = "1.5.11"

[[deps.StaticArraysCore]]
git-tree-sha1 = "6b7ba252635a5eff6a0b0664a41ee140a1c9e72a"
uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
version = "1.4.0"

[[deps.Statistics]]
deps = ["LinearAlgebra", "SparseArrays"]
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"

[[deps.StatsAPI]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "f9af7f195fb13589dd2e2d57fdb401717d2eb1f6"
uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
version = "1.5.0"

[[deps.StatsBase]]
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
git-tree-sha1 = "d1bf48bfcc554a3761a133fe3a9bb01488e06916"
uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
version = "0.33.21"

[[deps.StatsFuns]]
deps = ["ChainRulesCore", "HypergeometricFunctions", "InverseFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
git-tree-sha1 = "ab6083f09b3e617e34a956b43e9d51b824206932"
uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
version = "1.1.1"

[[deps.StringEncodings]]
deps = ["Libiconv_jll"]
git-tree-sha1 = "50ccd5ddb00d19392577902f0079267a72c5ab04"
uuid = "69024149-9ee7-55f6-a4c4-859efe599b68"
version = "0.3.5"

[[deps.StringManipulation]]
git-tree-sha1 = "46da2434b41f41ac3594ee9816ce5541c6096123"
uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
version = "0.3.0"

[[deps.StructArrays]]
deps = ["Adapt", "DataAPI", "GPUArraysCore", "StaticArraysCore", "Tables"]
git-tree-sha1 = "b03a3b745aa49b566f128977a7dd1be8711c5e71"
uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
version = "0.6.14"

[[deps.SuiteSparse]]
deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"

[[deps.Suppressor]]
git-tree-sha1 = "c6ed566db2fe3931292865b966d6d140b7ef32a9"
uuid = "fd094767-a336-5f1f-9728-57cf17d0bbfb"
version = "0.2.1"

[[deps.TOML]]
deps = ["Dates"]
uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
version = "1.0.0"

[[deps.TableTraits]]
deps = ["IteratorInterfaceExtensions"]
git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
version = "1.0.1"

[[deps.Tables]]
deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits", "Test"]
git-tree-sha1 = "c79322d36826aa2f4fd8ecfa96ddb47b174ac78d"
uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
version = "1.10.0"

[[deps.Tar]]
deps = ["ArgTools", "SHA"]
uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
version = "1.10.1"

[[deps.TensorCore]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6"
uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50"
version = "0.1.1"

[[deps.Test]]
deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"

[[deps.TiffImages]]
deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "UUIDs"]
git-tree-sha1 = "f8cd5b95aae14d3d88da725414bdde342457366f"
uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
version = "0.6.2"

[[deps.TranscodingStreams]]
deps = ["Random", "Test"]
git-tree-sha1 = "e4bdc63f5c6d62e80eb1c0043fcc0360d5950ff7"
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
version = "0.9.10"

[[deps.Tricks]]
git-tree-sha1 = "6bac775f2d42a611cdfcd1fb217ee719630c4175"
uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
version = "0.1.6"

[[deps.TriplotBase]]
git-tree-sha1 = "4d4ed7f294cda19382ff7de4c137d24d16adc89b"
uuid = "981d1d27-644d-49a2-9326-4793e63143c3"
version = "0.1.0"

[[deps.URIParser]]
deps = ["Unicode"]
git-tree-sha1 = "53a9f49546b8d2dd2e688d216421d050c9a31d0d"
uuid = "30578b45-9adc-5946-b283-645ec420af67"
version = "0.4.1"

[[deps.URIs]]
git-tree-sha1 = "ac00576f90d8a259f2c9d823e91d1de3fd44d348"
uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
version = "1.4.1"

[[deps.UUIDs]]
deps = ["Random", "SHA"]
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"

[[deps.Unicode]]
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"

[[deps.UnicodeFun]]
deps = ["REPL"]
git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf"
uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
version = "0.4.1"

[[deps.Unitful]]
deps = ["ConstructionBase", "Dates", "LinearAlgebra", "Random"]
git-tree-sha1 = "d670a70dd3cdbe1c1186f2f17c9a68a7ec24838c"
uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
version = "1.12.2"

[[deps.WeakRefStrings]]
deps = ["DataAPI", "InlineStrings", "Parsers"]
git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
version = "1.4.2"

[[deps.WoodburyMatrices]]
deps = ["LinearAlgebra", "SparseArrays"]
git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
version = "0.5.5"

[[deps.WorkerUtilities]]
git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
version = "1.6.1"

[[deps.XML2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
git-tree-sha1 = "58443b63fb7e465a8a7210828c91c08b92132dff"
uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
version = "2.9.14+0"

[[deps.XSLT_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
git-tree-sha1 = "91844873c4085240b95e795f692c4cec4d805f8a"
uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
version = "1.1.34+0"

[[deps.Xorg_libX11_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
git-tree-sha1 = "5be649d550f3f4b95308bf0183b82e2582876527"
uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
version = "1.6.9+4"

[[deps.Xorg_libXau_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "4e490d5c960c314f33885790ed410ff3a94ce67e"
uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
version = "1.0.9+4"

[[deps.Xorg_libXdmcp_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "4fe47bd2247248125c428978740e18a681372dd4"
uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
version = "1.1.3+4"

[[deps.Xorg_libXext_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "b7c0aa8c376b31e4852b360222848637f481f8c3"
uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
version = "1.3.4+4"

[[deps.Xorg_libXrender_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
version = "0.9.10+4"

[[deps.Xorg_libpthread_stubs_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "6783737e45d3c59a4a4c4091f5f88cdcf0908cbb"
uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
version = "0.1.0+3"

[[deps.Xorg_libxcb_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
git-tree-sha1 = "daf17f441228e7a3833846cd048892861cff16d6"
uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
version = "1.13.0+3"

[[deps.Xorg_xtrans_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "79c31e7844f6ecf779705fbc12146eb190b7d845"
uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
version = "1.4.0+3"

[[deps.YAML]]
deps = ["Base64", "Dates", "Printf", "StringEncodings"]
git-tree-sha1 = "dbc7f1c0012a69486af79c8bcdb31be820670ba2"
uuid = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6"
version = "0.4.8"

[[deps.Zlib_jll]]
deps = ["Libdl"]
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
version = "1.2.12+3"

[[deps.isoband_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "51b5eeb3f98367157a7a12a1fb0aa5328946c03c"
uuid = "9a68df92-36a6-505f-a73e-abb412b6bfb4"
version = "0.2.3+0"

[[deps.libaom_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "3a2ea60308f0996d26f1e5354e10c24e9ef905d4"
uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
version = "3.4.0+0"

[[deps.libass_jll]]
deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
git-tree-sha1 = "5982a94fcba20f02f42ace44b9894ee2b140fe47"
uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
version = "0.15.1+0"

[[deps.libblastrampoline_jll]]
deps = ["Artifacts", "Libdl", "OpenBLAS_jll"]
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
version = "5.1.1+0"

[[deps.libfdk_aac_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "daacc84a041563f965be61859a36e17c4e4fcd55"
uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
version = "2.0.2+0"

[[deps.libpng_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
version = "1.6.38+0"

[[deps.libsixel_jll]]
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
git-tree-sha1 = "d4f63314c8aa1e48cd22aa0c17ed76cd1ae48c3c"
uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
version = "1.10.3+0"

[[deps.libvorbis_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
git-tree-sha1 = "b910cb81ef3fe6e78bf6acee440bda86fd6ae00c"
uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
version = "1.3.7+1"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.48.0+0"

[[deps.p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.4.0+0"

[[deps.x264_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
version = "2021.5.5+0"

[[deps.x265_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
version = "3.5.0+0"
"""

# ╔═╡ Cell order:
# ╟─89647c4e-e568-4d3a-af57-bcc541744e38
# ╟─09a2aa6e-16bc-4582-9d5f-c50432e3f0ca
# ╟─9d29d0f8-7b1c-11ec-1f16-b313a50cc5e7
# ╟─a9fd8646-7269-4f70-93cf-0e831d533237
# ╟─c85a1eea-e2db-4f7f-9b7c-00b29a4cb975
# ╟─1a835449-de37-4d08-9c91-c7affe7084cd
# ╟─904c8a06-0552-40b4-aa9f-404d61b21c08
# ╟─8418b9ca-2e7f-4468-a0fb-36f5a05dde2c
# ╟─4d949835-4cf8-4493-b765-6e956019b777
# ╟─49256e11-fbd2-40e7-8f0b-193e17e2b31b
# ╟─2a1c12c9-21e9-479a-b56c-a893d1cbede6
# ╟─9037e2ce-a04a-40d0-945e-ec3f19a4f3c4
# ╟─3f5419f1-d131-42eb-86c8-44a385e88d51
# ╟─533ea412-76ae-4060-bbc8-2650ee0d2774
# ╠═8539e67f-6361-409a-9dbe-e8dcb2c7e10d
# ╟─916e5a50-ee01-4299-9314-2e3cc9c826e6
# ╟─2558c88f-7fee-4a91-bfdd-46f1f61795b0
# ╟─5b814708-292a-45ed-8eab-386a7f097634
# ╟─3fd610a8-80c1-4acc-b3ef-20883f77e32d
# ╟─66e41568-7825-4383-80cb-cc48bdf56397
# ╟─a42edc9d-9fa2-4775-83c4-2d9a5130105c
# ╟─fc0340be-4671-406f-9dc0-e831009aa9b8
# ╟─ce6b8cf0-2589-431b-a551-980f9ee763af
# ╟─2e35911d-3e5a-453f-bedd-2d621db20d09
# ╟─9ef9ae19-d8c8-4816-9699-b157f122fc63
# ╟─c176fd5e-b2f2-47e3-8145-a4c152389344
# ╟─00000000-0000-0000-0000-000000000001
# ╟─00000000-0000-0000-0000-000000000002