From 5cc67e4eb21aebac739263b5bcba3a7a7168bd1b Mon Sep 17 00:00:00 2001 From: Harrison Nicholls Date: Wed, 16 Oct 2024 13:32:59 +0100 Subject: [PATCH] Updated tutorial1 --- res/config/pRT.toml | 14 +- tutorials/01_canonical-runaway.ipynb | 1124 +++++++++++++------------- 2 files changed, 554 insertions(+), 584 deletions(-) diff --git a/res/config/pRT.toml b/res/config/pRT.toml index e2653997..e75084c7 100644 --- a/res/config/pRT.toml +++ b/res/config/pRT.toml @@ -2,7 +2,7 @@ title = "petitRADTRANS validation tests" [planet] - tmp_surf = 1400.0 + tmp_surf = 600.0 instellation = 0.0 albedo_b = 0.0 s0_fact = 1.0 @@ -10,19 +10,21 @@ title = "petitRADTRANS validation tests" surface_material= "blackbody" albedo_s = 0.0 radius = 6.6e6 - gravity = 9.81 + gravity = 20 flux_int = 0.0 turb_coeff = 0.0 wind_speed = 2.0 [files] + # input_sf = "res/spectral_files/Honeyside/4096/Honeyside.sf" + # input_star = "res/stellar_spectra/sun.txt" input_sf = "out/runtime.sf" input_star = "" output_dir = "out/" [composition] - p_surf = 270.0 - p_top = 1e-5 + p_surf = 123.0 + p_top = 1e-6 vmr_dict = { H2O = 1.0 } include_all = false chemistry = 0 @@ -33,13 +35,13 @@ title = "petitRADTRANS validation tests" verbosity = 1 max_steps = 20000 max_runtime = 400 - num_levels = 170 + num_levels = 200 continua = true rayleigh = false cloud = false aerosol = false overlap_method = 2 - thermo_funct = true + thermo_funct = false gravity_funct = false sensible_heat = false latent_heat = false diff --git a/tutorials/01_canonical-runaway.ipynb b/tutorials/01_canonical-runaway.ipynb index 936653f2..cb3c6fef 100644 --- a/tutorials/01_canonical-runaway.ipynb +++ b/tutorials/01_canonical-runaway.ipynb @@ -52,6 +52,7 @@ "import AGNI.atmosphere as atmosphere\n", "import AGNI.energy as energy\n", "import AGNI.setpt as setpt\n", + "import AGNI.dump as dump\n", "\n", "# Disable logging from AGNI module\n", "AGNI.setup_logging(\"\",0)" @@ -85,10 +86,10 @@ "gravity = 9.81\n", "radius = 6.0e6\n", "nlev_centre = 100\n", - "p_surf = 300.0 # bar\n", - "p_top = 1e-8 # bar\n", + "p_surf = 270.0 # bar\n", + "p_top = 1e-7 # bar\n", "mole_fractions = Dict([(\"H2O\", 1.0)])\n", - "run_len = 23\n", + "save_frames = true\n", "\n", "spectral_file = joinpath(ROOT_DIR,\"res/spectral_files/Oak/318/Oak.sf\")\n", "star_file = joinpath(ROOT_DIR,\"res/stellar_spectra/sun.txt\")\n", @@ -139,7 +140,8 @@ " nlev_centre, p_surf, p_top,\n", " mole_fractions, \"\",\n", " flag_gcontinuum=true,\n", - " thermo_functions=false\n", + " thermo_functions=false,\n", + " gravity_functions=false\n", " )\n", "atmosphere.allocate!(atmos, star_file)" ] @@ -159,7 +161,8 @@ "outputs": [], "source": [ "# Setup arrays for OLR curve\n", - "tsurf_arr = range(200,stop=2400,length=run_len)\n", + "tsurf_arr = collect(Float64, range(start=200,stop=2400,step=200))\n", + "run_len = length(tsurf_arr)\n", "olr_arr = zeros(Float64, run_len);" ] }, @@ -173,47 +176,31 @@ "output_type": "stream", "text": [ "┌ Error: Height integration resulted in dz <= 0 at level 100 (l -> c)\n", - "└ @ AGNI.atmosphere /home/n/nichollsh/AGNI/src/atmosphere.jl:790\n", - "┌ Error: Non-finite value in LW DN flux array\n", - "└ @ AGNI.energy /home/n/nichollsh/AGNI/src/energy.jl:212\n", - "┌ Error: Non-finite value in LW UP flux array\n", - "└ @ AGNI.energy /home/n/nichollsh/AGNI/src/energy.jl:219\n" + "└ @ AGNI.atmosphere /home/n/nichollsh/pRT/AGNI/src/atmosphere.jl:800\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - " 1: Tsurf = 200.0 K , OLR = NaN W m-2 \n", - " 2: Tsurf = 300.0 K , OLR = 276.4 W m-2 \n", - " 3: Tsurf = 400.0 K , OLR = 276.1 W m-2 \n", - " 4: Tsurf = 500.0 K , OLR = 275.5 W m-2 \n", - " 5: Tsurf = 599.9 K , OLR = 275.1 W m-2 \n", - " 6: Tsurf = 699.9 K , OLR = 274.8 W m-2 \n", - " 7: Tsurf = 799.8 K , OLR = 274.8 W m-2 \n", - " 8: Tsurf = 899.8 K , OLR = 274.7 W m-2 \n", - " 9: Tsurf = 999.8 K , OLR = 274.6 W m-2 \n", - "10: Tsurf = 1099.8 K , OLR = 274.5 W m-2 \n", - "11: Tsurf = 1199.7 K , OLR = 274.3 W m-2 \n", - "12: Tsurf = 1299.7 K , OLR = 274.2 W m-2 \n", - "13: Tsurf = 1399.7 K , OLR = 274.1 W m-2 \n", - "14: Tsurf = 1499.7 K , OLR = 274.0 W m-2 \n", - "15: Tsurf = 1599.7 K , OLR = 274.2 W m-2 \n", - "16: Tsurf = 1699.6 K , OLR = 275.3 W m-2 \n", - "17: Tsurf = 1799.6 K , OLR = 278.7 W m-2 \n", - "18: Tsurf = 1899.6 K , OLR = 287.8 W m-2 \n", - "19: Tsurf = 1999.6 K , OLR = 309.7 W m-2 \n", - "20: Tsurf = 2099.6 K , OLR = 357.7 W m-2 \n", - "21: Tsurf = 2199.5 K , OLR = 455.7 W m-2 \n", - "22: Tsurf = 2299.5 K , OLR = 643.8 W m-2 \n", - "23: Tsurf = 2399.5 K , OLR = 986.0 W m-2 \n" + " 1: Tsurf = 200.0 K , OLR = 90.7 W m-2 \n", + " 2: Tsurf = 400.0 K , OLR = 277.2 W m-2 \n", + " 3: Tsurf = 600.0 K , OLR = 277.2 W m-2 \n", + " 4: Tsurf = 800.0 K , OLR = 277.2 W m-2 \n", + " 5: Tsurf = 1000.0 K , OLR = 277.2 W m-2 \n", + " 6: Tsurf = 1200.0 K , OLR = 277.2 W m-2 \n", + " 7: Tsurf = 1400.0 K , OLR = 277.2 W m-2 \n", + " 8: Tsurf = 1600.0 K , OLR = 277.7 W m-2 \n", + " 9: Tsurf = 1800.0 K , OLR = 282.8 W m-2 \n", + "10: Tsurf = 2000.0 K , OLR = 316.1 W m-2 \n", + "11: Tsurf = 2200.0 K , OLR = 471.3 W m-2 \n", + "12: Tsurf = 2399.0 K , OLR = 1034.0 W m-2 \n" ] } ], "source": [ "# Loop over Tsurf, calculating OLR for each\n", "p_boa = atmos.p_boa\n", - "plot_frames = false\n", "\n", "for i in 1:run_len\n", "\n", @@ -231,14 +218,14 @@ " # Calculate LW fluxes\n", " energy.radtrans!(atmos, true)\n", "\n", + " tsurf = round(Int,atmos.tmpl[end])\n", + "\n", " olr = atmos.flux_u_lw[1]\n", - " @printf(\"%2d: Tsurf = %4.1f K , OLR = %5.1f W m-2 \\n\",i,atmos.tmpl[end],olr)\n", + " @printf(\"%2d: Tsurf = %4.1f K , OLR = %5.1f W m-2 \\n\",i,tsurf,olr)\n", " olr_arr[i] = olr\n", "\n", - " if plot_frames\n", - " tsurf = round(Int,atmos.tmpl[end])\n", - " plotting.plot_pt(atmos, joinpath(output_dir,\"pt_$tsurf.png\"))\n", - " dump.write_ptz(atmos, joinpath(output_dir, \"pt_$tsurf.csv\") )\n", + " if save_frames\n", + " dump.write_ncdf(atmos, joinpath(output_dir, \"atm_$tsurf.nc\"))\n", " end\n", "\n", "end" @@ -286,554 +273,554 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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"display_name": "Julia 1.11.0", "language": "julia", - "name": "julia-1.10" + "name": "julia-1.11" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", - "version": "1.10.5" + "version": "1.11.0" } }, "nbformat": 4,