brick_projections_read.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "isfile(\"./ciam-code/data/BRICK_projections.RData\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Dict{String,Any} with 27 entries:\n",
       "  \"ocheat.rcp85\"      => [-40.4541 -65.6536 … -75.4747 -71.7055; -40.2613 -65.5…\n",
       "  \"gis.rcp85\"         => [-0.00386631 -0.00320993 … 0.035477 -0.000189258; -0.0…\n",
       "  \"Tgav.rcp85\"        => [-1.00559 -0.773414 … -0.834364 -0.863803; -0.870523 -…\n",
       "  \"tcr\"               => [2.47008, 1.70001, 2.11515, 2.1728, 2.51857, 0.919383,…\n",
       "  \"hind.time\"         => Int32[1765, 1766, 1767, 1768, 1769, 1770, 1771, 1772, …\n",
       "  \"gic.rcp26\"         => [-0.061666 -0.081182 … -0.0928652 -0.0530342; -0.06351…\n",
       "  \"te.hind\"           => [0.0 0.0 … 0.0 0.0; 0.0 0.0 … 0.0 0.0; … ; 0.0372287 0…\n",
       "  \"slr.rcp85\"         => [-0.334051 -0.421627 … -0.455795 -0.441017; -0.334214 …\n",
       "  \"te.rcp26\"          => [-0.0342055 -0.0398652 … -0.0483455 -0.0472501; -0.034…\n",
       "  \"slr.hind\"          => [-0.241902 -0.329929 … -0.365671 -0.354517; -0.241443 …\n",
       "  \"ais.rcp85\"         => [-0.159037 -0.223701 … -0.280939 -0.270027; -0.15837 -…\n",
       "  \"parameters.sample\" => [2.79548 0.438191 … 0.514838 0.978193; 2.5288 1.9393 ……\n",
       "  \"slr.rcp26\"         => [-0.32205 -0.412971 … -0.454618 -0.436927; -0.323072 -…\n",
       "  \"gis.hind\"          => [0.000489996 0.00258373 … 0.0410764 0.00571079; 0.0010…\n",
       "  \"ocheat.hind\"       => [-10.1116 -17.6223 … -11.6561 -14.6396; -10.8233 -17.2…\n",
       "  \"gic.hind\"          => [-0.0402575 -0.0551016 … -0.0613803 -0.0347519; -0.041…\n",
       "  \"ocheat.rcp26\"      => [-43.6268 -65.6454 … -68.6246 -70.5398; -43.9658 -65.8…\n",
       "  \"ais.hind\"          => [0.0 0.0 … 0.0 0.0; 0.000666559 0.000987499 … 0.001218…\n",
       "  \"parname\"           => [\"S.temperature\", \"diff.temperature\", \"alpha.temperatu…\n",
       "  \"Tgav.1pctco2\"      => [-0.173242 -0.0378455 … 0.0770208 -0.179602; -0.008864…\n",
       "  \"Tgav.rcp26\"        => [-1.01593 -0.781673 … -0.774031 -0.888166; -1.01956 -0…\n",
       "  \"Tgav.hind\"         => [-0.191393 -0.211691 … -0.16811 -0.262841; -0.141162 -…\n",
       "  \"te.rcp85\"          => [-0.0342039 -0.0398631 … -0.0483426 -0.0472471; -0.034…\n",
       "  \"ais.rcp26\"         => [-0.159039 -0.223702 … -0.280941 -0.270026; -0.158372 …\n",
       "  \"gic.rcp85\"         => [-0.0617317 -0.0811563 … -0.0930621 -0.054925; -0.0623…\n",
       "  ⋮                   => ⋮"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "if !isfile(\"./ciam-code/data/lslr/BRICK_projections.RData\")\n",
    "    url = \"https://zenodo.org/record/3628215/files/sample_projections.RData\"\n",
    "    download(url,  \"./ciam-code/data/lslr/BRICK_projections.RData\")\n",
    "end\n",
    "brick = RData.load(\"./BRICK_projections.RData\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[\"ocheat.rcp85\", \"gis.rcp85\", \"Tgav.rcp85\", \"tcr\", \"hind.time\", \"gic.rcp26\", \"te.hind\", \"slr.rcp85\", \"te.rcp26\", \"slr.hind\", \"ais.rcp85\", \"parameters.sample\", \"slr.rcp26\", \"gis.hind\", \"ocheat.hind\", \"gic.hind\", \"ocheat.rcp26\", \"ais.hind\", \"parname\", \"Tgav.1pctco2\", \"Tgav.rcp26\", \"Tgav.hind\", \"te.rcp85\", \"ais.rcp26\", \"gic.rcp85\", \"proj.time\", \"gis.rcp26\"]"
     ]
    }
   ],
   "source": [
    "print(keys(brick))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "386×10000 Array{Float64,2}:\n",
       " -0.00386631  -0.00320993  -0.0153691  …  -0.0483249  0.035477   -0.000189258\n",
       " -0.00418711  -0.00296262  -0.015124      -0.0473425  0.0347786  -0.000241506\n",
       " -0.00433534  -0.00306264  -0.0149236     -0.047075   0.0346786  -0.000271068\n",
       " -0.00410849  -0.00302799  -0.0146438     -0.046828   0.0348782  -0.000213183\n",
       " -0.00380354  -0.00286475  -0.0140874     -0.0469623  0.0343877  -0.00074681\n",
       " -0.00346789  -0.00260281  -0.0136243  …  -0.0467138  0.0339923  -0.000469969\n",
       " -0.00371947  -0.00254894  -0.0139246     -0.0463264  0.0337525  -0.000330513\n",
       " -0.00352848  -0.00242893  -0.0142464     -0.0461984  0.0333943  -0.000307327\n",
       " -0.00384111  -0.00255362  -0.0145506     -0.0457452  0.0334315  -0.000437222\n",
       " -0.00415852  -0.00305516  -0.0147734     -0.0454863  0.0326806  -0.000551707\n",
       " -0.00467691  -0.00320648  -0.0149387  …  -0.0451024  0.0323464  -0.000696526\n",
       " -0.00468164  -0.00316735  -0.0148377     -0.0451003  0.032127   -0.000683783\n",
       " -0.00467477  -0.00324642  -0.0147139     -0.0451375  0.031681   -0.000722378\n",
       "  ⋮                                    ⋱                         \n",
       "  1.30349      1.4575       1.48173        3.47682    0.83282     1.38753\n",
       "  1.32688      1.48503      1.51024    …   3.54422    0.847702    1.41403\n",
       "  1.34994      1.51262      1.53952        3.61248    0.862526    1.44112\n",
       "  1.37292      1.54028      1.56893        3.68151    0.877685    1.46798\n",
       "  1.39617      1.5684       1.59888        3.75119    0.892716    1.49551\n",
       "  1.41994      1.59682      1.62895        3.82138    0.908114    1.52358\n",
       "  1.44344      1.62586      1.65948    …   3.8924     0.923506    1.55172\n",
       "  1.46737      1.65454      1.69038        3.96382    0.938978    1.58004\n",
       "  1.49118      1.68387      1.72124        4.03615    0.95513     1.6087\n",
       "  1.51575      1.71363      1.75264        4.10858    0.970877    1.63768\n",
       "  1.54007      1.74294      1.78416        4.1817     0.986909    1.66683\n",
       "  1.56473      1.7731       1.81598    …   4.25533    1.00292     1.69641"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "brick[\"gis.rcp85\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"85\""
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rcp = \"85\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "brAIS = brick[\"ais.rcp$(rcp)\"]\n",
    "brGSIC = brick[\"gic.rcp$(rcp)\"]\n",
    "brGIS = brick[\"gis.rcp$(rcp)\"]\n",
    "brTE = brick[\"te.rcp$(rcp)\"]\n",
    "brGMSL = brick[\"slr.rcp$(rcp)\"]\n",
    ";"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "386×10000 Array{Float64,2}:\n",
       " -0.075212   -0.0736965  -0.0688191  …  -0.0711851  -0.0689284  -0.0686284\n",
       " -0.0751385  -0.0731595  -0.068309      -0.0707817  -0.0687316  -0.0684044\n",
       " -0.07466    -0.073019   -0.0680685     -0.0703277  -0.0686861  -0.0683593\n",
       " -0.0742286  -0.0725777  -0.0677066     -0.0699368  -0.0684999  -0.0684206\n",
       " -0.0738738  -0.0722744  -0.0674597     -0.0695794  -0.0685454  -0.0680693\n",
       " -0.073465   -0.0721188  -0.0669846  …  -0.0696458  -0.0684742  -0.0676436\n",
       " -0.0735122  -0.0720507  -0.0667474     -0.0691773  -0.0681992  -0.0676479\n",
       " -0.0734234  -0.0715405  -0.0665003     -0.0689153  -0.067985   -0.0672654\n",
       " -0.0732847  -0.0707676  -0.0661505     -0.0686099  -0.0678272  -0.0670541\n",
       " -0.0728015  -0.0699191  -0.0656858     -0.0682652  -0.0675499  -0.066929\n",
       " -0.0724933  -0.0697183  -0.0655242  …  -0.0677005  -0.0671106  -0.0668104\n",
       " -0.0720048  -0.0694444  -0.0652483     -0.0677136  -0.0667237  -0.0665373\n",
       " -0.0719853  -0.0693115  -0.0647755     -0.0674494  -0.0662375  -0.0660693\n",
       "  ⋮                                  ⋱                          \n",
       "  0.0411315   0.0363142   0.0446935      0.0453726   0.0450046   0.0425137\n",
       "  0.0414116   0.036908    0.0448683  …   0.0457189   0.0455309   0.0429473\n",
       "  0.0417118   0.037497    0.0449463      0.046131    0.0457578   0.0430955\n",
       "  0.042253    0.037615    0.0450491      0.0466274   0.0461809   0.0436421\n",
       "  0.0425012   0.0380708   0.0453344      0.0465924   0.0466371   0.0436101\n",
       "  0.0426331   0.0382086   0.0454268      0.0470846   0.0470769   0.0438225\n",
       "  0.0431905   0.0385735   0.0457843  …   0.0474876   0.0473935   0.0443392\n",
       "  0.0434394   0.0387129   0.0460107      0.0479444   0.0477535   0.0445822\n",
       "  0.0437862   0.0390685   0.046371       0.0482602   0.0481339   0.0448595\n",
       "  0.0438582   0.039653    0.04609        0.0484479   0.048263    0.0453814\n",
       "  0.0441333   0.0400537   0.0466369      0.0484857   0.0487797   0.0456214\n",
       "  0.0444387   0.0400605   0.0467129  …   0.0489753   0.0491194   0.0459307"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "brLWS = brGMSL - (brAIS + brGSIC + brGIS + brTE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[32m\u001b[1m  Resolving\u001b[22m\u001b[39m package versions...\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Wayland_protocols_jll ──────── v1.18.0+4\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m GeometryBasics ─────────────── v0.3.12\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Xorg_libX11_jll ────────────── v1.6.9+4\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Xorg_xcb_util_keysyms_jll ──── v0.4.0+1\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Adapt ──────────────────────── v3.3.0\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Xorg_xcb_util_jll ──────────── v0.4.0+1\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m x264_jll ───────────────────── v2020.7.14+2\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Showoff ────────────────────── v1.0.2\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Cairo_jll ──────────────────── v1.16.0+6\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Pixman_jll ─────────────────── v0.40.0+0\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Grisu ──────────────────────── v1.0.0\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m FFMPEG_jll ─────────────────── v4.3.1+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m NaNMath ────────────────────── v0.3.5\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m ColorSchemes ───────────────── v3.12.0\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Xorg_xkeyboard_config_jll ──── v2.27.0+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m xkbcommon_jll ──────────────── v0.9.1+5\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Libgpg_error_jll ───────────── v1.36.0+3\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Xorg_xcb_util_renderutil_jll ─ v0.3.9+1\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Bzip2_jll ──────────────────── v1.0.6+5\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m EarCut_jll ─────────────────── v2.1.5+1\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m PCRE_jll ───────────────────── v8.42.0+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m GR ─────────────────────────── v0.57.4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m PlotUtils ──────────────────── v1.0.10\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m libpng_jll ─────────────────── v1.6.37+6\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m libass_jll ─────────────────── v0.14.0+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Scratch ────────────────────── v1.0.3\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Libgcrypt_jll ──────────────── v1.8.5+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Xorg_libXdmcp_jll ──────────── v1.1.3+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m LibVPX_jll ─────────────────── v1.9.0+1\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Xorg_libXrender_jll ────────── v0.9.10+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Contour ────────────────────── v0.5.7\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m libvorbis_jll ──────────────── v1.3.6+6\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Glib_jll ───────────────────── v2.59.0+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m XSLT_jll ───────────────────── v1.1.33+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m RecipesPipeline ────────────── v0.3.2\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Xorg_libxcb_jll ────────────── v1.13.0+3\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m libfdk_aac_jll ─────────────── v0.1.6+4\n",
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      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Xorg_xkbcomp_jll ───────────── v1.4.2+4\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Opus_jll ───────────────────── v1.3.1+3\n",
      "\u001b[32m\u001b[1m  Installed\u001b[22m\u001b[39m Libffi_jll ─────────────────── v3.2.1+4\n",
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      "\u001b[32m\u001b[1mUpdating\u001b[22m\u001b[39m `~/.julia/environments/v1.5/Project.toml`\n",
      " \u001b[90m [91a5bcdd] \u001b[39m\u001b[92m+ Plots v1.13.1\u001b[39m\n",
      "\u001b[32m\u001b[1mUpdating\u001b[22m\u001b[39m `~/.julia/environments/v1.5/Manifest.toml`\n",
      " \u001b[90m [79e6a3ab] \u001b[39m\u001b[92m+ Adapt v3.3.0\u001b[39m\n",
      " \u001b[90m [6e34b625] \u001b[39m\u001b[92m+ Bzip2_jll v1.0.6+5\u001b[39m\n",
      " \u001b[90m [83423d85] \u001b[39m\u001b[92m+ Cairo_jll v1.16.0+6\u001b[39m\n",
      " \u001b[90m [35d6a980] \u001b[39m\u001b[92m+ ColorSchemes v3.12.0\u001b[39m\n",
      " \u001b[90m [d38c429a] \u001b[39m\u001b[92m+ Contour v0.5.7\u001b[39m\n",
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      " \u001b[90m [2e619515] \u001b[39m\u001b[92m+ Expat_jll v2.2.7+6\u001b[39m\n",
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      "\u001b[32m\u001b[1m   Building\u001b[22m\u001b[39m GR → `~/.julia/packages/GR/Hsil0/deps/build.log`\n"
     ]
    }
   ],
   "source": [
    "Pkg.add(\"Plots\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "┌ Info: Precompiling Plots [91a5bcdd-55d7-5caf-9e0b-520d859cae80]\n",
      "└ @ Base loading.jl:1278\n"
     ]
    }
   ],
   "source": [
    "using Plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
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      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot(brLWS[:,1:100])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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