{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Histogram plot: Calculate and plot" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "using Statistics, StatsBase\n", "using JLD2, NetCDF\n", "\n", "path = \"/network/aopp/chaos/pred/kloewer/esowc/cams/\"\n", "filelist = filter(x->endswith(x,\"_v3.nc\"),readdir(path));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate histograms" ] }, { "cell_type": "code", "execution_count": 162, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading, aaot532, aerbackscatgnd1064, aerbackscatgnd355, aerbackscatgnd532, aerbackscattoa1064, aerbackscattoa355, aerbackscattoa532, aerext1064, aerext355, aerext532, aergn02, aergn07, aergn09, aergn10, aergn11, aerlg, aermr01, aermr02, aermr03, aermr04, aermr05, aermr06, aermr07, aermr08, aermr09, aermr10, aermr11, aermr16, aermr17, aermr18, ald2, aot532, c2h4, c2h5oh, c2h6, c3h8, c5h8, cc, ch3coch3, ch3oh, ch3ooh, ch4, ch4_c, ciwc, clwc, co2, co, crwc, cswc, go3, h2o2, hcho, hcooh, hno3, ho2, kch4, naot532, no2, no, o3, o3s, oh, ole, onit, pan, par, q, so2, " ] } ], "source": [ "n = length(filelist)\n", "varnames = fill(\"\",n)\n", "\n", "# example histogram for preallocation\n", "Hex = fit(Histogram,rand(Float32,100),[0f0,0.5f0,1f0])\n", "S = fill(Hex,n)\n", "\n", "print(\"Reading, \")\n", "for (i,file) in enumerate(filelist)\n", " varname = split(split(file,\"cams_\")[end],\"_2019\")[1]\n", " varnames[i] = varname\n", " print(\"$varname, \")\n", " ncfile = NetCDF.open(joinpath(path,file))\n", " \n", " # find the variable name by size\n", " var = [var for var in ncfile.vars if prod(size(var[2])) == 900*451*137][1][1]\n", " X = ncfile.vars[var][:,2:end-1,:] # exclude soutpole & northpole \n", "\n", " if all(X .== zero(eltype(X)))\n", " println(\"Only zeros in $varname\")\n", " else\n", "# mi = log(Elefridge.minpos(X))\n", " mi = log(1f-26)\n", "# ma = log(maximum(X))\n", " ma = log(1f5)\n", "\n", " nbins = 500\n", " Δ = (ma-mi)/nbins\n", "\n", " bins = vcat([-Inf32,0f0,floatmin(Float32)],exp.(mi:Δ:ma),[prevfloat(Inf32),Inf32])\n", "\n", " S[i] = fit(Histogram,vec(X),bins)\n", " end\n", "end\n", "\n", "@save joinpath(path,\"..\",\"analysis/histogram_data.jld2\") varnames S" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "2-element Vector{Symbol}:\n", " :varnames\n", " :S" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "@load joinpath(path,\"..\",\"analysis/histogram_data.jld2\") varnames S" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "using PyPlot\n", "using Printf\n", "using LinearAlgebra" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# shorten \"backscat\" in varnames\n", "for (i,varname) in enumerate(varnames)\n", " varnames[i] = replace(varname,\"backscat\"=>\"\")\n", "end" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "n = length(S)\n", "\n", "## sort and group\n", "aero = vcat(collect(1:30),32,57)\n", "ozone = [50,60,61]\n", "methane = [42,43,56]\n", "clouds = [38,44,45,48,49,67]\n", "hydro = vcat(collect(51:55),62,31)\n", "nitro = [58,59,68]\n", "oopp = Array(63:66)\n", "ces = vcat(collect(33:37),collect(39:41))\n", "ceshydro = vcat(ces,hydro)\n", "co12 = [46,47]\n", "\n", "grouped = vcat(aero,co12,clouds,methane,ceshydro,nitro,ozone,oopp)\n", "groups = [aero,co12,clouds,methane,ceshydro,nitro,ozone,oopp]\n", "\n", "ax1names = fill(\"\",40)\n", "ax2names = fill(\"\",40)\n", "\n", "groups1 = [aero,clouds]\n", "groups2 = [methane,nitro,ozone,oopp,co12,ceshydro]\n", "\n", "j = length(ax1names)\n", "for group in groups1\n", " for i in group\n", " ax1names[j] = varnames[i]\n", " j -= 1\n", " end\n", " j -= 2\n", "end\n", "\n", "j = length(ax2names)\n", "for group in groups2\n", " for i in group\n", " ax2names[j] = varnames[i]\n", " j -= 1\n", " end\n", " j -= 2\n", "end" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "## rescale for minpos-maximum only\n", "Hex = fit(Histogram,rand(Float32,100),[0f0,0.5f0,1f0])\n", "Sn = fill(normalize(Hex,mode=:density),n) # normalized S\n", "\n", "for (i,H) in enumerate(S)\n", " Hn = normalize(H,mode=:density) # Just to get the type\n", " Hn.weights .= H.weights / sum(H.weights[4:end-2]) # actual normlization\n", " Sn[i] = Hn\n", "end" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "Figure(PyObject
)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## plotting\n", "fig,(ax1,ax2) = subplots(1,2,figsize=(9,5))\n", "ax1.set_xscale(\"log\")\n", "ax2.set_xscale(\"log\")\n", "\n", "ax1y2 = ax1.twinx()\n", "ax2y2 = ax2.twinx()\n", "\n", "groups1colors = [\"darkslategray\",\"royalblue\"]\n", "groups2colors = [\"C2\",\"C5\",\"C4\",\"olive\",\"maroon\",\"C1\"]\n", "\n", "ioffset = 39\n", "\n", "for (ig,group) in enumerate(groups1)\n", "\n", " color = groups1colors[ig]\n", "\n", " for i in group\n", " global yoffset = 0.01*ioffset\n", "\n", " x = (Sn[i].edges[1][4:end-3] + Sn[i].edges[1][5:end-2])/2\n", " y = yoffset .+ Sn[i].weights[4:end-2]\n", "\n", " # extend line to zero\n", " xprevmax = Sn[i].edges[1][end-3] # on smaller than max\n", " xmax = Sn[i].edges[1][end-2]\n", " xmax1 = (3*xmax-xprevmax)/2 # just larger than max\n", " xprevinf = Sn[i].edges[1][end-1] # floatmax\n", " x = vcat(0,Sn[i].edges[1][4],x,xmax,xmax1,xprevinf)\n", " y = vcat(yoffset,yoffset,y,Sn[i].weights[end-1]+yoffset,yoffset,yoffset)\n", "\n", " l = length(y)\n", "\n", " ax1.plot(x,y,color)\n", " ax1.fill_between(x,y,fill(yoffset,l),color=color,alpha=0.3)\n", " global ioffset -= 1\n", " end\n", " global ioffset -= 2\n", "end\n", "\n", "ioffset = 39\n", "\n", "for (ig,group) in enumerate(groups2)\n", "\n", " color = groups2colors[ig]\n", "\n", " for i in group\n", " global yoffset = 0.01*ioffset\n", "\n", " x = (Sn[i].edges[1][4:end-3] + Sn[i].edges[1][5:end-2])/2\n", " y = yoffset .+ Sn[i].weights[4:end-2]\n", "\n", " # extend line to zero\n", " xprevmax = Sn[i].edges[1][end-3] # on smaller than max\n", " xmax = Sn[i].edges[1][end-2]\n", " xmax1 = (3*xmax-xprevmax)/2 # just larger than max\n", " xprevinf = Sn[i].edges[1][end-1] # floatmax\n", " x = vcat(0,Sn[i].edges[1][4],x,xmax,xmax1,xprevinf)\n", " y = vcat(yoffset,yoffset,y,Sn[i].weights[end-1]+yoffset,yoffset,yoffset)\n", "\n", " l = length(y)\n", "\n", " ax2.plot(x,y,color)\n", " ax2.fill_between(x,y,fill(yoffset,l),color=color,alpha=0.3)\n", " global ioffset -= 1\n", " end\n", " global ioffset -= 2\n", "end\n", "\n", "ax1.set_xlim(5e-21,1e6)\n", "ax1.set_ylim(-0.01,0.42)\n", "ax1y2.set_ylim(-0.01,0.42)\n", "\n", "ax2.set_xlim(1e-26,1e-2)\n", "ax2.set_ylim(-0.01,0.42)\n", "ax2y2.set_ylim(-0.01,0.42)\n", "\n", "dy = 0.01\n", "ytik = Array(0:0.05:0.42)\n", "ytikm = Array(0:dy:0.42)\n", "\n", "ax1.set_yticks(ytik)\n", "ax1.set_yticklabels([@sprintf(\"%i%%\",y*100) for y in ytik])\n", "ax1.set_yticks(ytikm,minor=true)\n", "\n", "ax2.set_yticks(ytik)\n", "ax2.set_yticklabels([])\n", "ax2.set_yticks(ytikm,minor=true)\n", "\n", "ax1y2.set_yticks(dy*collect(0:length(ax1names)-1))\n", "ax1y2.set_yticklabels(ax1names,fontsize=8)\n", "ax2y2.set_yticks(dy*collect(0:length(ax2names)-1))\n", "ax2y2.set_yticklabels(ax2names,fontsize=8)\n", "\n", "ax1.set_xlabel(\"value\")\n", "ax2.set_xlabel(\"value\")\n", "# ax1.set_ylabel(\"frequency\")\n", "\n", "ax1.set_title(\"Histograms of variables in CAMS\",loc=\"left\")\n", "# ax2y2.set_ylabel(\"variable\")\n", "\n", "ax1.text(1e-19,0.393,\"Aerosols\",color=groups1colors[1])\n", "ax1.text(1e-19,0.053,\"Clouds & water\",color=groups1colors[2])\n", "\n", "ax2.text(1e-24,0.393,\"Methane\",color=groups2colors[1])\n", "ax2.text(2e-24,0.343,\"Nitrogen & Sulfur oxides\",color=groups2colors[2],fontsize=9)\n", "ax2.text(1e-24,0.293,\"Ozone\",color=groups2colors[3])\n", "ax2.text(1e-24,0.243,\"Others\",color=groups2colors[4])\n", "ax2.text(1e-24,0.183,\"Carbon oxides\",color=groups2colors[5])\n", "ax2.text(1e-24,0.143,\"Alkanes & alcohols\",color=groups2colors[6])\n", "\n", "tight_layout(rect=[0,0,1,1],pad=0.01)\n", "savefig(\"histograms.png\",dpi=200)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "@webio": { "lastCommId": null, "lastKernelId": null }, "kernelspec": { "display_name": "Julia 1.6.0", "language": "julia", "name": "julia-1.6" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", "version": "1.6.0" } }, "nbformat": 4, "nbformat_minor": 2 }