{ "cells": [ { "cell_type": "markdown", "id": "149b00b9-0022-427c-be3c-cdeaf788bcde", "metadata": {}, "source": [ "# Defining the layering of the atmosphere\n", "\n", "In this notebook, we want to have a closer look to the Layer class of archNEMESIS. In a forward model or retrieval, we usually define the input atmospheric profiles (e.g., altitude, pressure, temperature, volume mixing ratio, dust abundance, etc.). However, for the radiative transfer calculations we need to define a finite number of layers, with a specified width, pressure and temperature. The Layer class is specifically designed to make this transformation from the initial vertical profiles in our Atmosphere, to the layers at which the radiative transfer calculations are defined. \n", "\n", "Apart from the reference atmospheric profiles, the main inputs we need to define how to split our atmosphere into layers and calculate their properties are:\n", "\n", "- *RADIUS*: Reference planetary radius where H=0. Usually at surface for terrestrial planets, or at 1 bar pressure level for gas giants.\n", "- *NLAY*: Defines the number of layers we want to include in the atmosphere\n", "- *LAYHT*: Height of the base of the lowest layer (m). Default is 0.\n", "- *LAYANG*: Angle from the zenith at which to split up the layers. Default is 0.\n", "- *LAYTYP*: Integer specifying how to split up the layers. In NEMESIS, it can take up to six values:\n", " - *LAYTYP=0*: Layers are split by equal changes in pressure.\n", " - *LAYTYP=1*: Layers are split by equal changes in log pressure.\n", " - *LAYTYP=2*: Layers are split by equal changes in height.\n", " - *LAYTYP=3*: Layers are split by equal changes in path length at LAYANG.\n", " - *LAYTYP=4*: Base pressure of the layers is explicitly specified by *P_base*.\n", " - *LAYTYP=5*: Base altitude of the layers is explicitly specified by *H_base*.\n", " - *LAYINT*: Integer specifying how the effective properties of the layer (i.e., temperature and pressure) should be calculated.\n", " - *LAYINT=0*: Layer properties are taken at the middle of the layer.\n", " - *LAYINT=1*: Layer properties calculated by performing a weighted average on the layer with the absorber amounts. This option is generally recommended, but *LAYINT=0* might be useful for comparisons.\n", " \n", "Once the inputs of the Layer class have been defined, we can simply use the main function of the Layer class, Layer.*calc_layering()*, to split the atmosphere into layers and calculate their effective properties. The inputs to this function are the internal parameters of the class, and the reference atmospheric profiles (typically taken from the Atmosphere class)." ] }, { "cell_type": "code", "execution_count": 1, "id": "247628fa-309a-4f9c-bd83-bd395ac6fd35", "metadata": {}, "outputs": [], "source": [ "import archnemesis as ans\n", "import matplotlib.pyplot as plt\n", "import numpy as np" ] }, { "cell_type": "markdown", "id": "94a8a9a0-4efa-4708-a326-36e1e9ab1139", "metadata": {}, "source": [ "## 1. Splitting the atmosphere into layers\n", "\n", "In this notebook we are going to split the atmosphere into different layers using the several methods that are supported by NEMESIS. To do so, we are going to take some reference profiles from the Martian atmosphere and are going to test the different values of *LAYTYP*. The function to split the atmosphere into layers is called Layer.*layer_split()*, but we could also perform these calculations with the more complete Layer.*calc_layering()* function, which does these calculations and also calcualtes the effective properties of the layers." ] }, { "cell_type": "code", "execution_count": 2, "id": "a8b91bfa-38ce-4f78-ad74-45ba18894927", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning from layer_split() :: LAYHT < H(0). Resetting LAYHT\n", "Warning from layer_split() :: LAYHT < H(0). Resetting LAYHT\n", "Warning from layer_split() :: LAYHT < H(0). Resetting LAYHT\n", "Warning from layer_split() :: LAYHT < H(0). Resetting LAYHT\n", "Warning from layer_split() :: LAYHT < H(0). Resetting LAYHT\n", "Warning from layer_split() :: LAYHT < H(0). Resetting LAYHT\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Reading reference atmospheric profiles\n", "################################################\n", "\n", "Atmosphere = ans.Atmosphere_0()\n", "Atmosphere.read_hdf5('mars')\n", "\n", "#Defining the inputs for the Layer class\n", "#################################################\n", "\n", "Layer = ans.Layer_0()\n", "\n", "Layer.RADIUS = Atmosphere.RADIUS #Radius of the planet (m)\n", "Layer.LAYANG = 0.0 #Angle at which to split the layers (typically it is zero)\n", "Layer.NLAY = 21 #Number of atmospheric layers\n", "Layer.LAYHT = 0.0 \n", "\n", "\n", "#Calculating the layer base heights and pressures for the different methods\n", "##################################################################################\n", "\n", "fig,ax = plt.subplots(2,3,figsize=(9,6),sharey=True)\n", " \n", "#Equal changes in pressure\n", "Layer.LAYTYP = 0\n", "Layer.layer_split(H=Atmosphere.H, P=Atmosphere.P, T=Atmosphere.T, LAYANG=Layer.LAYANG)\n", "\n", "ax[0,Layer.LAYTYP].plot(Atmosphere.P,Atmosphere.H/1.0e3,c='tab:red',label='Reference profile')\n", "ax[0,Layer.LAYTYP].scatter(Layer.BASEP,Layer.BASEH/1.0e3,s=5.,c='black',label='Base layers')\n", "ax[0,Layer.LAYTYP].set_xscale('log')\n", "ax[0,Layer.LAYTYP].set_title('LAYTYP = '+str(Layer.LAYTYP))\n", "ax[0,Layer.LAYTYP].set_facecolor('lightgray')\n", "ax[0,Layer.LAYTYP].set_xlabel('Pressure (Pa)')\n", "ax[0,Layer.LAYTYP].legend()\n", "\n", "\n", "#Equal changes in log pressure\n", "Layer.LAYTYP = 1\n", "Layer.layer_split(H=Atmosphere.H, P=Atmosphere.P, T=Atmosphere.T, LAYANG=Layer.LAYANG)\n", "\n", "ax[0,Layer.LAYTYP].plot(Atmosphere.P,Atmosphere.H/1.0e3,c='tab:red')\n", "ax[0,Layer.LAYTYP].scatter(Layer.BASEP,Layer.BASEH/1.0e3,s=5.,c='black')\n", "ax[0,Layer.LAYTYP].set_xscale('log')\n", "ax[0,Layer.LAYTYP].set_title('LAYTYP = '+str(Layer.LAYTYP))\n", "ax[0,Layer.LAYTYP].set_facecolor('lightgray')\n", "ax[0,Layer.LAYTYP].set_xlabel('Pressure (Pa)')\n", "\n", "#Equal changes in height\n", "Layer.LAYTYP = 2\n", "Layer.layer_split(H=Atmosphere.H, P=Atmosphere.P, T=Atmosphere.T, LAYANG=Layer.LAYANG)\n", "\n", "ax[0,Layer.LAYTYP].plot(Atmosphere.P,Atmosphere.H/1.0e3,c='tab:red')\n", "ax[0,Layer.LAYTYP].scatter(Layer.BASEP,Layer.BASEH/1.0e3,s=5.,c='black')\n", "ax[0,Layer.LAYTYP].set_xscale('log')\n", "ax[0,Layer.LAYTYP].set_title('LAYTYP = '+str(Layer.LAYTYP))\n", "ax[0,Layer.LAYTYP].set_facecolor('lightgray')\n", "ax[0,Layer.LAYTYP].set_xlabel('Pressure (Pa)')\n", "\n", "\n", "#Equal changes in line-of-sight path intervals\n", "Layer.LAYTYP = 3\n", "Layer.layer_split(H=Atmosphere.H, P=Atmosphere.P, T=Atmosphere.T, LAYANG=Layer.LAYANG)\n", "\n", "ax[1,Layer.LAYTYP-3].plot(Atmosphere.P,Atmosphere.H/1.0e3,c='tab:red')\n", "ax[1,Layer.LAYTYP-3].scatter(Layer.BASEP,Layer.BASEH/1.0e3,s=5.,c='black')\n", "ax[1,Layer.LAYTYP-3].set_xscale('log')\n", "ax[1,Layer.LAYTYP-3].set_title('LAYTYP = '+str(Layer.LAYTYP))\n", "ax[1,Layer.LAYTYP-3].set_facecolor('lightgray')\n", "ax[1,Layer.LAYTYP-3].set_xlabel('Pressure (Pa)')\n", "\n", "#Specify base pressures\n", "Layer.LAYTYP = 4\n", "Layer.P_base = np.array([369.233, 263.738, 175.8259, 14.660, 0.16523462])\n", "\n", "Layer.layer_split(H=Atmosphere.H, P=Atmosphere.P, T=Atmosphere.T, LAYANG=Layer.LAYANG)\n", "\n", "ax[1,Layer.LAYTYP-3].plot(Atmosphere.P,Atmosphere.H/1.0e3,c='tab:red')\n", "ax[1,Layer.LAYTYP-3].scatter(Layer.BASEP,Layer.BASEH/1.0e3,s=5.,c='black')\n", "ax[1,Layer.LAYTYP-3].set_xscale('log')\n", "ax[1,Layer.LAYTYP-3].set_title('LAYTYP = '+str(Layer.LAYTYP))\n", "ax[1,Layer.LAYTYP-3].set_facecolor('lightgray')\n", "ax[1,Layer.LAYTYP-3].set_xlabel('Pressure (Pa)')\n", "\n", "\n", "#Specify base altitudes\n", "Layer.LAYTYP = 5\n", "Layer.H_base = np.array([10.,30.,40.,80.,100.])*1.0e3\n", "\n", "Layer.layer_split(H=Atmosphere.H, P=Atmosphere.P, T=Atmosphere.T, LAYANG=Layer.LAYANG)\n", "\n", "ax[1,Layer.LAYTYP-3].plot(Atmosphere.P,Atmosphere.H/1.0e3,c='tab:red')\n", "ax[1,Layer.LAYTYP-3].scatter(Layer.BASEP,Layer.BASEH/1.0e3,s=5.,c='black')\n", "ax[1,Layer.LAYTYP-3].set_xscale('log')\n", "ax[1,Layer.LAYTYP-3].set_title('LAYTYP = '+str(Layer.LAYTYP))\n", "ax[1,Layer.LAYTYP-3].set_facecolor('lightgray')\n", "ax[1,Layer.LAYTYP-3].set_xlabel('Pressure (Pa)')\n", "\n", "ax[0,0].set_ylabel('Altitude (km)')\n", "ax[1,0].set_ylabel('Altitude (km)')\n", "\n", "plt.tight_layout()\n", "\n", " \n" ] }, { "cell_type": "markdown", "id": "068b75e0-d2e3-4b59-b2fe-686db20a601f", "metadata": {}, "source": [ "## 2. Calculating the layer effective parameters\n", "\n", "Once the atmosphere has been split into layers, we need to compute the effective properties of each layer so that we can perform the radiative transfer calculations. " ] }, { "cell_type": "code", "execution_count": 4, "id": "913513cf-1d95-470c-be0d-f7f0ac782551", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning from layer_split() :: LAYHT < H(0). Resetting LAYHT\n", "Number of layers :: 21\n", "Layers calculated by equal changes in log pressure\n", "Layer properties calculated through mass weighted averages\n", "BASEH(km) BASEP(bar) DELH(km) P(bar) T(K) TOTAM(m-2) DUST_TOTAM(m-2)\n", "3.424995893212529 0.0036923434448242203 5.617526329736964 0.0027521430538672534 145.48803856834152 7.370278941510522e+26 0.0\n", "9.042522222949492 0.0017608174868068511 5.314357101379219 0.0012946058163291346 140.38816201279914 3.406107308991466e+26 0.0\n", "14.35687932432871 0.0008397047209113015 5.374222709226705 0.0006173747370842794 135.2348750151874 1.7048583233424946e+26 0.0\n", "19.731102033555416 0.00040044128571178347 4.859812514045621 0.00029585452488165335 132.0850709320334 7.583586435969819e+25 0.0\n", "24.590914547601038 0.0001909638225309494 5.200575588706277 0.00014134203196270094 132.19185199998446 3.845326136184066e+25 0.0\n", "29.791490136307313 9.106748683720664e-05 5.415733505395474 6.69982613998211e-05 138.00272704442014 1.8145360475736993e+25 0.0\n", "35.20722364170279 4.342857746000929e-05 5.624815040737245 3.187060937547604e-05 147.9958256003875 8.351329886338892e+24 0.0\n", "40.832038682440036 2.071036992128198e-05 6.287191919293531 1.530586955214995e-05 160.82839332506128 4.128255370387902e+24 0.0\n", "47.11923060173356 9.876432693916972e-06 6.866056175318954 7.2934910639553625e-06 174.39979088466944 1.9803881033060404e+24 0.0\n", "53.98528677705252 4.709907313496891e-06 7.199842467279384 3.473319652791747e-06 183.29816594631663 9.440641482786074e+23 0.0\n", "61.185129244331904 2.246076856818399e-06 7.187030347415588 1.6581676015681918e-06 183.64310772920365 4.503471022194506e+23 0.0\n", "68.37215959174749 1.0711168842491806e-06 6.973601353784179 7.911570317434218e-07 176.3031856626693 2.174847816900673e+23 0.0\n", "75.34576094553167 5.107979169282869e-07 6.561198487297151 3.768579168737199e-07 165.94182140088503 1.0361332090396267e+23 0.0\n", "81.90695943282883 2.435910737427784e-07 6.158245145523499 1.7957735314233767e-07 154.8775701238789 4.970326686718357e+22 0.0\n", "88.06520457835232 1.161645520482618e-07 5.78677107950444 8.565726308257917e-08 144.6733737811051 2.3803736190434555e+22 0.0\n", "93.85197565785676 5.5396952545242355e-08 5.638144907362948 4.0825841223453806e-08 138.92543653138918 1.1499877838189196e+22 0.0\n", "99.49012056521971 2.6417889943094328e-08 5.548698084503471 1.9503883130583833e-08 137.130520446281 5.467635325673066e+21 0.0\n", "105.03881864972318 1.259825454253047e-08 5.6341602069747605 9.306587893032714e-09 137.96958492979445 2.6322707375020887e+21 0.0\n", "110.67297885669794 6.007899111559372e-09 5.809574173713947 4.424988178584794e-09 140.5570595290837 1.2641546243008328e+21 0.0\n", "116.48255303041189 2.865067665748712e-09 6.307424323889791 2.1130176608958227e-09 151.4280402831592 6.05694133338291e+20 0.0\n", "122.78997735430168 1.3663033577786228e-09 7.22112588363474 1.0107841292612898e-09 170.58087589517189 2.9381426825898256e+20 0.0\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/stem/ja22256/Documents/Projects/archnemesis-dist/archnemesis/Layer_0.py:538: UserWarning: Data has no positive values, and therefore cannot be log-scaled.\n", " ax[3].set_xscale('log')\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Splitting the atmosphere into layers and calculating their effective properties\n", "#############################################################################################\n", "\n", "Layer.LAYTYP= 1\n", "Layer.NLAY = 21\n", "Layer.calc_layering(H=Atmosphere.H,P=Atmosphere.P,T=Atmosphere.T, ID=Atmosphere.ID,VMR=Atmosphere.VMR, DUST=Atmosphere.DUST, PARAH2=Atmosphere.PARAH2)\n", " \n", "#Printing some useful information\n", "#############################################################################################\n", "\n", "#Printing some useful information in the screen\n", "Layer.summary_info()\n", "\n", "#Making a summary plot\n", "Layer.plot_Layer()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }