{ "cells": [ { "cell_type": "markdown", "id": "3856a88f", "metadata": {}, "source": [ "# Mars: solar occultation measurement\n", "\n", "In this example, we show how archNEMESIS can be used to calculate forward models for solar occultation. In particular, we are going to model the spectral signatures of different isotopes of CO (i.e., $^{12}$C$^{16}$O, $^{13}$C$^{16}$O and $^{12}$C$^{18}$O) in the atmosphere of Mars between 4170-4190 cm$^{-1}$ as observed by a high-resolution spectrometer (i.e., FWHM = 0.16 cm$^{-1}$).\n", "\n", "First of all, we show how all the input files can be read at once, and summarise the content of these files. Then, we will show how the forward models can be easily computed in python." ] }, { "cell_type": "code", "execution_count": 1, "id": "c1dad7b7", "metadata": {}, "outputs": [], "source": [ "import archnemesis as ans\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from copy import deepcopy" ] }, { "cell_type": "markdown", "id": "e93044e3", "metadata": {}, "source": [ "## 1. Input files\n", "\n", "archNEMESIS includes the *read_input_files()* function, which automatically reads all NEMESIS input files (in the standard format) and stores the information in the reference classes. Here, we explore some of the most important characteristics of this particular forward model." ] }, { "cell_type": "code", "execution_count": 2, "id": "f139f6a3", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO :: read_input_files :: Files.py-435 :: Reading atmospheric files...\n", "INFO :: read_input_files :: Files.py-576 :: Reading .apr file\n", "INFO :: read_apr :: Variables_0.py-823 :: \n", "Variables_0 :: read_apr :: varident [5 2 2]. Constructed model \"Model2\" (id=2)\n", "INFO :: read_apr :: Variables_0.py-826 :: Model2:\n", " |- id : 2\n", " |- parent classes: PreRTModelBase\n", " |- description: In this model, the atmospheric parameters are scaled using a\n", " | single factor with respect to the vertical profiles in the\n", " | reference atmosphere\n", " |- n_state_vector_entries : 1\n", " |- state_vector_slice : slice(0, 1, None)\n", " |- state_vector_start : 0\n", " |- target : 0\n", " |- Parameters:\n", " | |- scaling_factor :\n", " | | |- slice : slice(0, 1, None)\n", " | | |- unit : PROFILE_TYPE\n", " | | |- description: Scaling factor applied to the reference profile\n", " | | |- apriori value : 0.9\n", "INFO :: read_apr :: Variables_0.py-823 :: \n", "Variables_0 :: read_apr :: varident [5 3 2]. Constructed model \"Model2\" (id=2)\n", "INFO :: read_apr :: Variables_0.py-826 :: Model2:\n", " |- id : 2\n", " |- parent classes: PreRTModelBase\n", " |- description: In this model, the atmospheric parameters are scaled using a\n", " | single factor with respect to the vertical profiles in the\n", " | reference atmosphere\n", " |- n_state_vector_entries : 1\n", " |- state_vector_slice : slice(1, 2, None)\n", " |- state_vector_start : 1\n", " |- target : 0\n", " |- Parameters:\n", " | |- scaling_factor :\n", " | | |- slice : slice(0, 1, None)\n", " | | |- unit : PROFILE_TYPE\n", " | | |- description: Scaling factor applied to the reference profile\n", " | | |- apriori value : 0.95\n" ] } ], "source": [ "runname = 'mars_SO'\n", "\n", "#Reading the input files\n", "Atmosphere,Measurement,Spectroscopy,Scatter,Stellar,Surface,CIA,Layer,Variables,Retrieval = ans.Files.read_input_files(runname)" ] }, { "cell_type": "markdown", "id": "6df27766", "metadata": {}, "source": [ "### Atmosphere\n", "\n", "The profiles in this example were extracted from the Mars Climate Database v5.3 (Forget et al., 1999) using the climatological scenario, calculated at a latitude and longitude of 20$^\\circ$N and 0$^\\circ$E, at a local time of 8h (AM) and a solar longitude of 270$^\\circ$ (i.e., summer solstice in the southern hemisphere).\n", "\n", "The abundance of CO predicted by the model was split into three different isotopes using the same isotopic fractionation as on Earth (i.e., $^{12}$C$^{16}$O = 98.65%; $^{13}$C$^{16}$O = 1.11%; $^{12}$C$^{18}$O = 0.19%).\n", "\n", "We do not include any aerosol profiles in the atmosphere for this particular example." ] }, { "cell_type": "code", "execution_count": 3, "id": "32db35bd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Atmosphere.plot_Atm()" ] }, { "cell_type": "markdown", "id": "25d70115", "metadata": {}, "source": [ "### Measurement\n", "\n", "In this example, as we only want to model the spectrum, the information about the measured spectra is not relevant. However, the *.spx* file also defines the geometry of the observations and the spectral range and resolution to use.\n", "\n", "The spectral range in this example goes from 4170-4190 cm$^{-1}$, using a Gaussian instrument function with a FWHM of 0.16 cm$^{-1}$. The spectra is modelled at different tangent heights, ranging from 0-28 km with a vertical sampling of 2 km." ] }, { "cell_type": "code", "execution_count": 4, "id": "a5bd6908", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO :: summary_info :: Measurement_0.py-415 :: Spectral resolution of the measurement (FWHM) :: 0.16\n", "INFO :: summary_info :: Measurement_0.py-432 :: Field-of-view centered at :: ('Latitude', 20.0, '- Longitude', 0.0)\n", "INFO :: summary_info :: Measurement_0.py-433 :: There are (15, 'geometries in the measurement vector')\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 1\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(0.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 2\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(2.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 3\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(4.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 4\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(6.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 5\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(8.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 6\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(10.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 7\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(12.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 8\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(14.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 9\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(16.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 10\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(18.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 11\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(20.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 12\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(22.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 13\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(24.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 14\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(26.0))\n", "INFO :: summary_info :: Measurement_0.py-435 :: \n", "INFO :: summary_info :: Measurement_0.py-436 :: GEOMETRY 15\n", "INFO :: summary_info :: Measurement_0.py-437 :: Minimum wavelength/wavenumber :: 2.3980815347721824 um/4170.0 cm^-1 - Maximum wavelength/wavenumber :: 2.386634844868735 um/4190.0 cm^-1\n", "INFO :: summary_info :: Measurement_0.py-466 :: Limb-viewing or solar occultation measurement. Latitude :: (np.float64(20.0), ' - Longitude :: ', np.float64(0.0), ' - Tangent height :: ', np.float64(28.0))\n" ] } ], "source": [ "Measurement.summary_info()" ] }, { "cell_type": "markdown", "id": "e9b1e998", "metadata": {}, "source": [ "### Variables\n", "\n", "In this example, we choose a parameterisation that allows us to easily change the isotopic ratios in the atmosphere. In particular, we choose the model parameterisation #2, which allows the scaling of an atmospheric profile and apply it to the minor isotopologues of CO, so that the scaling factors represent the isotopic ratios with respect to the Earth-like fractionation." ] }, { "cell_type": "code", "execution_count": 5, "id": "8b76d76c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "VARIDENT\n", "[[5 2 2]\n", " [5 3 2]]\n", "\n", "Isotopic ratios with respect to Earth\n", "[0.9 0.95]\n", "\n" ] } ], "source": [ "print('VARIDENT')\n", "print(Variables.VARIDENT)\n", "print('')\n", "\n", "print('Isotopic ratios with respect to Earth')\n", "print(Variables.XA)\n", "print('')" ] }, { "cell_type": "markdown", "id": "12f33aeb", "metadata": {}, "source": [ "### CIA\n", "\n", "Given the low pressure of the atmosphere of Mars, Collision-Induced Absorption (CIA) is not relevant and is therefore not required. archNEMESIS will look for the *.cia* file, and if it is not present, it will not use CIA for the radiative transfer calculations, leaving this reference class empty." ] }, { "cell_type": "code", "execution_count": 6, "id": "e411f8ab", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "None\n" ] } ], "source": [ "print(CIA)" ] }, { "cell_type": "markdown", "id": "44518377", "metadata": {}, "source": [ "### Spectroscopy\n", "\n", "In this example, we do not include the high-resolution tables in the current working directory because of storage requirements, although these are available upon request.\n", "\n", "Here, we include only the three isotopologues of CO to contribute to the measured spectrum, as the absorption of all other gases in the atmosphere of Mars in this spectral range is negligible. " ] }, { "cell_type": "code", "execution_count": 7, "id": "49e8a1a8", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO :: summary_info :: Spectroscopy_0.py-258 :: Calculation type ILBL :: (, ' (line-by-line)')\n", "INFO :: summary_info :: Spectroscopy_0.py-259 :: Number of radiatively-active gaseous species :: 3\n", "INFO :: summary_info :: Spectroscopy_0.py-266 :: Gaseous species :: ['CO (1)', 'CO (2)', 'CO (3)']\n", "INFO :: summary_info :: Spectroscopy_0.py-268 :: Number of spectral points :: 22001\n", "INFO :: summary_info :: Spectroscopy_0.py-269 :: Wavelength range :: (np.float64(4169.0), '-', np.float64(4191.0))\n", "INFO :: summary_info :: Spectroscopy_0.py-270 :: Step size :: 0.0010000000002037268\n", "INFO :: summary_info :: Spectroscopy_0.py-272 :: Number of temperature levels :: 15\n", "INFO :: summary_info :: Spectroscopy_0.py-273 :: Temperature range :: (np.float32(150.0), '-', np.float32(220.0))\n", "INFO :: summary_info :: Spectroscopy_0.py-275 :: Number of pressure levels :: 15\n", "INFO :: summary_info :: Spectroscopy_0.py-276 :: Pressure range :: (np.float32(1.5229979e-08), '-', np.float32(0.13533528))\n" ] } ], "source": [ "Spectroscopy.summary_info()" ] }, { "cell_type": "markdown", "id": "64237c45-78a3-4815-80d0-278174df7d06", "metadata": {}, "source": [ "### Layering\n", "\n", "In this case, we specify the base altitude of the layers based on the tangent heights of our spectra. The base altitudes are specified in the Layer class." ] }, { "cell_type": "code", "execution_count": 8, "id": "8c72ad45-0d8d-4a2b-b8ec-4aa92d8acba2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO :: summary_info :: Layer_0.py-253 :: Number of layers :: 35\n", "INFO :: summary_info :: Layer_0.py-266 :: Layers calculated by specified base altitudes\n", "INFO :: summary_info :: Layer_0.py-271 :: Layer properties calculated through mass weighted averages\n" ] } ], "source": [ "Layer.summary_info()" ] }, { "cell_type": "markdown", "id": "f403d7d4", "metadata": {}, "source": [ "## 2. Running a foward model\n", "\n", "After having read the input files and explored some of the most relevant parameters, we can easily perform a forward model.There are two main ways of doing this:\n", "\n", "- Since all NEMESIS input files are present in the working directory, the forward model could be performed using the nemesisSO.py program from the command window. This is the main program for running a solar occultation retrieval, but if *NITER* = -1 in the *.inp* file, then a forward model is calculated, not a retrieval. After running the program, the forward model will be stored in the *.mre* file.\n", "\n", "- The forward model can be calculated in python using the Forward Model class. In particular, we will use the *nemesisSOfm()*, which is specific and optimised for solar occultation measurements. This function will simultaneously compute the foward models at the different tangent heights, which is much faster than simulating each geometry (i.e., each tangent height) independently, as would be performed using *nemesisfm()*. After running this function, the forward model will be stored as an array.\n", "\n", "Here, we use the second approach." ] }, { "cell_type": "code", "execution_count": 9, "id": "48981801", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO :: read_input_files :: Files.py-435 :: Reading atmospheric files...\n", "INFO :: read_input_files :: Files.py-576 :: Reading .apr file\n", "INFO :: read_apr :: Variables_0.py-823 :: \n", "Variables_0 :: read_apr :: varident [5 2 2]. Constructed model \"Model2\" (id=2)\n", "INFO :: read_apr :: Variables_0.py-826 :: Model2:\n", " |- id : 2\n", " |- parent classes: PreRTModelBase\n", " |- description: In this model, the atmospheric parameters are scaled using a\n", " | single factor with respect to the vertical profiles in the\n", " | reference atmosphere\n", " |- n_state_vector_entries : 1\n", " |- state_vector_slice : slice(0, 1, None)\n", " |- state_vector_start : 0\n", " |- target : 0\n", " |- Parameters:\n", " | |- scaling_factor :\n", " | | |- slice : slice(0, 1, None)\n", " | | |- unit : PROFILE_TYPE\n", " | | |- description: Scaling factor applied to the reference profile\n", " | | |- apriori value : 0.9\n", "INFO :: read_apr :: Variables_0.py-823 :: \n", "Variables_0 :: read_apr :: varident [5 3 2]. Constructed model \"Model2\" (id=2)\n", "INFO :: read_apr :: Variables_0.py-826 :: Model2:\n", " |- id : 2\n", " |- parent classes: PreRTModelBase\n", " |- description: In this model, the atmospheric parameters are scaled using a\n", " | single factor with respect to the vertical profiles in the\n", " | reference atmosphere\n", " |- n_state_vector_entries : 1\n", " |- state_vector_slice : slice(1, 2, None)\n", " |- state_vector_start : 1\n", " |- target : 0\n", " |- Parameters:\n", " | |- scaling_factor :\n", " | | |- slice : slice(0, 1, None)\n", " | | |- unit : PROFILE_TYPE\n", " | | |- description: Scaling factor applied to the reference profile\n", " | | |- apriori value : 0.95\n", "INFO :: __init__ :: ForwardModel_0.py-256 :: Checking atmospheric gasses have spectroscopy data.\n", "WARNING :: __init__ :: ForwardModel_0.py-303 :: Not all atmospheric gasses have spectroscopy data.\n", "# WARNING #########################################################################\n", "\n", "The following atmospheric gasses ARE NOT PRESENT in the spectroscopy data and WILL NOT CONTRIBUTE TO OPACITY:\n", "\n", " H2O (id 1) isotopologue 0\n", " CO2 (id 2) isotopologue 0\n", " N2 (id 22) isotopologue 0\n", " Ar (id 76) isotopologue 0\n", " O (id 45) isotopologue 0\n", " O2 (id 7) isotopologue 0\n", " O3 (id 3) isotopologue 0\n", " H (id 48) isotopologue 0\n", " H2 (id 39) isotopologue 0\n", "\n", "To deactivate this warning place a path to a line-by-line-table file for these gasses in one of the following locations (depending upon your input file type):\n", "\n", " [HDF5 Input]\n", " In the \"mars_SO.h5\" file, add an entry to \"/Spectroscopy/LOCATION\"\n", " and update \"/Spectroscopy/NGAS\" appropriately.\n", "\n", " [LEGACY Input]\n", " Add an entry to the \"mars_SO.lls\" file.\n", "\n", "# END WARNING #####################################################################\n", "INFO :: nemesisSOfm :: ForwardModel_0.py-858 :: Calculating forward model for solar occultation observation\n", "INFO :: calculate_vertical_cia_opacity :: ForwardModel_0.py-3780 :: self.CIAX not included in calculations\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3851 :: CIRSrad :: Aerosol optical depths at (np.float64(4169.711), ' :: ', array([0.]))\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3869 :: Calculating TOTAL opacity\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3886 :: CIRSradg :: Calculating TOTAL line-of-sight opacity\n", "INFO :: CIRSrad :: ForwardModel_0.py-4218 :: CIRSrad :: IMODM = \n", "INFO :: nemesisSOfm :: ForwardModel_0.py-907 :: Convolving spectra and gradients with instrument line shape\n" ] } ], "source": [ "Atmosphere,Measurement,Spectroscopy,Scatter,Stellar,Surface,CIA,Layer,Variables,Retrieval = ans.Files.read_input_files(runname)\n", "ForwardModel = ans.ForwardModel_0(runname=runname, Atmosphere=Atmosphere,Surface=Surface,Measurement=Measurement,Spectroscopy=Spectroscopy,Stellar=Stellar,Scatter=Scatter,CIA=CIA,Layer=Layer,Variables=Variables)\n", "\n", "SPECONV = ForwardModel.nemesisSOfm()" ] }, { "cell_type": "code", "execution_count": 10, "id": "3fecd312", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2,ax3) = plt.subplots(3,1,figsize=(10,9))\n", "\n", "#First geometry\n", "igeom1 = Measurement.NGEOM-5\n", "ax1.fill_between(Measurement.VCONV[:,igeom1],SPECONV[:,igeom1],np.ones(Measurement.NCONV[igeom1]),alpha=0.5)\n", "ax1.plot(Measurement.VCONV[:,igeom1],SPECONV[:,igeom1])\n", "ax1.set_facecolor('lightgray')\n", "ax1.grid()\n", "ax1.set_title('Tangent altitude = '+str(Measurement.TANHE[igeom1,0])+' km')\n", "ax1.set_ylabel('Transmission')\n", "\n", "#Second geometry\n", "igeom2 = 5\n", "ax2.fill_between(Measurement.VCONV[:,igeom2],SPECONV[:,igeom2],np.ones(Measurement.NCONV[igeom2]),alpha=0.5)\n", "ax2.plot(Measurement.VCONV[:,igeom2],SPECONV[:,igeom2])\n", "ax2.set_facecolor('lightgray')\n", "ax2.grid()\n", "ax2.set_title('Tangent altitude = '+str(Measurement.TANHE[igeom2,0])+' km')\n", "ax2.set_ylabel('Transmission')\n", "\n", "\n", "#Third geometry\n", "igeom3 = 2\n", "ax3.fill_between(Measurement.VCONV[:,igeom3],SPECONV[:,igeom3],np.ones(Measurement.NCONV[igeom3]),alpha=0.5)\n", "ax3.plot(Measurement.VCONV[:,igeom3],SPECONV[:,igeom3])\n", "ax3.set_facecolor('lightgray')\n", "ax3.grid()\n", "ax3.set_title('Tangent altitude = '+str(Measurement.TANHE[igeom3,0])+' km')\n", "ax3.set_ylabel('Transmission')\n", "ax3.set_xlabel('Wavenumber (cm$^{-1}$)')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "d7896ab0", "metadata": {}, "source": [ "## 3. Calculating the jacobian matrix\n", "\n", "Similarly, apart from the forward model, archNEMESIS allows the calculation of the jacobian matrix, which includes information about the sensitivity of the spectrum to each of the parameters in the state vector. These calculations are also easily performed using the Forward Model class using the *jacobian_nemesis()* function. In particular, all the parameters included in the state vector for this particular example can be calculated analytically, although in some cases the derivatives have to be calculated numerically.\n", "\n", "In this particular example, we turn the *nemesisSO* flag on, to run the optimised version of the forward model for solar occultations. The output of this function is the measurement vector (i.e., concatenation of all the transmission spectra at the different tangent heights), and the jacobian matrix (i.e., derivative of the transmission spectra with respect to the elements of the state vector, which represent the isotopic ratios). " ] }, { "cell_type": "code", "execution_count": 11, "id": "c3c6ba4b", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO :: read_input_files :: Files.py-435 :: Reading atmospheric files...\n", "INFO :: read_input_files :: Files.py-576 :: Reading .apr file\n", "INFO :: read_apr :: Variables_0.py-823 :: \n", "Variables_0 :: read_apr :: varident [5 2 2]. Constructed model \"Model2\" (id=2)\n", "INFO :: read_apr :: Variables_0.py-826 :: Model2:\n", " |- id : 2\n", " |- parent classes: PreRTModelBase\n", " |- description: In this model, the atmospheric parameters are scaled using a\n", " | single factor with respect to the vertical profiles in the\n", " | reference atmosphere\n", " |- n_state_vector_entries : 1\n", " |- state_vector_slice : slice(0, 1, None)\n", " |- state_vector_start : 0\n", " |- target : 0\n", " |- Parameters:\n", " | |- scaling_factor :\n", " | | |- slice : slice(0, 1, None)\n", " | | |- unit : PROFILE_TYPE\n", " | | |- description: Scaling factor applied to the reference profile\n", " | | |- apriori value : 0.9\n", "INFO :: read_apr :: Variables_0.py-823 :: \n", "Variables_0 :: read_apr :: varident [5 3 2]. Constructed model \"Model2\" (id=2)\n", "INFO :: read_apr :: Variables_0.py-826 :: Model2:\n", " |- id : 2\n", " |- parent classes: PreRTModelBase\n", " |- description: In this model, the atmospheric parameters are scaled using a\n", " | single factor with respect to the vertical profiles in the\n", " | reference atmosphere\n", " |- n_state_vector_entries : 1\n", " |- state_vector_slice : slice(1, 2, None)\n", " |- state_vector_start : 1\n", " |- target : 0\n", " |- Parameters:\n", " | |- scaling_factor :\n", " | | |- slice : slice(0, 1, None)\n", " | | |- unit : PROFILE_TYPE\n", " | | |- description: Scaling factor applied to the reference profile\n", " | | |- apriori value : 0.95\n", "INFO :: jacobian_nemesis :: ForwardModel_0.py-2193 :: Calculating analytical part of the Jacobian :: Calling nemesisfmg \n", "INFO :: nemesisSOfmg :: ForwardModel_0.py-1099 :: Calculating forward model for solar occultation observation\n", "INFO :: nemesisSOfmg :: ForwardModel_0.py-1122 :: Running CIRSradg\n", "INFO :: calculate_vertical_cia_opacity :: ForwardModel_0.py-3780 :: self.CIAX not included in calculations\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3851 :: CIRSrad :: Aerosol optical depths at (np.float64(4169.711), ' :: ', array([0.]))\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3869 :: Calculating TOTAL opacity\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3886 :: CIRSradg :: Calculating TOTAL line-of-sight opacity\n", "INFO :: CIRSrad :: ForwardModel_0.py-4218 :: CIRSrad :: IMODM = \n", "INFO :: nemesisSOfmg :: ForwardModel_0.py-1127 :: Mapping gradients from Layer to Profile\n", "INFO :: nemesisSOfmg :: ForwardModel_0.py-1139 :: Mapping gradients from Profile to State Vector\n", "INFO :: nemesisSOfmg :: ForwardModel_0.py-1171 :: Convolving spectra and gradients with instrument line shape\n" ] } ], "source": [ "Atmosphere,Measurement,Spectroscopy,Scatter,Stellar,Surface,CIA,Layer,Variables,Retrieval = ans.Files.read_input_files(runname)\n", "YN,KK = ForwardModel.jacobian_nemesis(nemesisSO=True)" ] }, { "cell_type": "code", "execution_count": 12, "id": "9e4c4889", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(2,1,figsize=(10,6))\n", "\n", "ax1.plot(range(len(YN)),YN)\n", "ax2.plot(range(len(YN)),KK[:,0],label='dT/d[$^{13}$C$^{16}$O]')\n", "ax2.plot(range(len(YN)),KK[:,1],label='dT/d[$^{12}$C$^{18}$O]')\n", "ax2.legend()\n", "\n", "ax1.grid()\n", "ax2.grid()\n", "ax1.set_facecolor('lightgray')\n", "ax2.set_facecolor('lightgray')\n", "\n", "ax1.set_ylabel('Measurement vector')\n", "ax1.set_xlabel('Measurement vector number (#)')\n", "\n", "ax2.set_ylabel('Jacobian matrix (dY/dx)')\n", "ax2.set_xlabel('Measurement vector number (#)')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "2104b0d7", "metadata": {}, "source": [ "## 4. Calculating the spectral signature of each gas\n", "\n", "Similarly, we can change some of the parameters in our reference classes to calculate a modified version of the forward model. In this example, we specifically want to test what the spectral signature of each of the CO isotopologues is in the spectra. In order to test this, we need to run three different forward models only using one radiatively active gas at a time (i.e., one forward model for each isotpologue). " ] }, { "cell_type": "code", "execution_count": 13, "id": "7829a1e4", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO :: nemesisSOfm :: ForwardModel_0.py-858 :: Calculating forward model for solar occultation observation\n", "INFO :: calculate_vertical_cia_opacity :: ForwardModel_0.py-3780 :: self.CIAX not included in calculations\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3851 :: CIRSrad :: Aerosol optical depths at (np.float64(4169.711), ' :: ', array([0.]))\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3869 :: Calculating TOTAL opacity\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3886 :: CIRSradg :: Calculating TOTAL line-of-sight opacity\n", "INFO :: CIRSrad :: ForwardModel_0.py-4218 :: CIRSrad :: IMODM = \n", "INFO :: nemesisSOfm :: ForwardModel_0.py-907 :: Convolving spectra and gradients with instrument line shape\n", "INFO :: nemesisSOfm :: ForwardModel_0.py-858 :: Calculating forward model for solar occultation observation\n", "INFO :: calculate_vertical_cia_opacity :: ForwardModel_0.py-3780 :: self.CIAX not included in calculations\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3851 :: CIRSrad :: Aerosol optical depths at (np.float64(4169.711), ' :: ', array([0.]))\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3869 :: Calculating TOTAL opacity\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3886 :: CIRSradg :: Calculating TOTAL line-of-sight opacity\n", "INFO :: CIRSrad :: ForwardModel_0.py-4218 :: CIRSrad :: IMODM = \n", "INFO :: nemesisSOfm :: ForwardModel_0.py-907 :: Convolving spectra and gradients with instrument line shape\n", "INFO :: nemesisSOfm :: ForwardModel_0.py-858 :: Calculating forward model for solar occultation observation\n", "INFO :: calculate_vertical_cia_opacity :: ForwardModel_0.py-3780 :: self.CIAX not included in calculations\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3851 :: CIRSrad :: Aerosol optical depths at (np.float64(4169.711), ' :: ', array([0.]))\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3869 :: Calculating TOTAL opacity\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3886 :: CIRSradg :: Calculating TOTAL line-of-sight opacity\n", "INFO :: CIRSrad :: ForwardModel_0.py-4218 :: CIRSrad :: IMODM = \n", "INFO :: nemesisSOfm :: ForwardModel_0.py-907 :: Convolving spectra and gradients with instrument line shape\n", "INFO :: nemesisSOfm :: ForwardModel_0.py-858 :: Calculating forward model for solar occultation observation\n", "INFO :: calculate_vertical_cia_opacity :: ForwardModel_0.py-3780 :: self.CIAX not included in calculations\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3851 :: CIRSrad :: Aerosol optical depths at (np.float64(4169.711), ' :: ', array([0.]))\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3869 :: Calculating TOTAL opacity\n", "INFO :: calculate_layer_opacity :: ForwardModel_0.py-3886 :: CIRSradg :: Calculating TOTAL line-of-sight opacity\n", "INFO :: CIRSrad :: ForwardModel_0.py-4218 :: CIRSrad :: IMODM = \n", "INFO :: nemesisSOfm :: ForwardModel_0.py-907 :: Convolving spectra and gradients with instrument line shape\n" ] } ], "source": [ "#Getting the location of the lbl-tables\n", "lbltables = Spectroscopy.LOCATION\n", "nfm = len(lbltables)\n", "\n", "#Running the forward model\n", "ForwardModel = ans.ForwardModel_0(runname=runname, Atmosphere=Atmosphere,Surface=Surface,Measurement=Measurement,Spectroscopy=Spectroscopy,Stellar=Stellar,Scatter=Scatter,CIA=CIA,Layer=Layer,Variables=Variables)\n", "SPECONV = ForwardModel.nemesisSOfm()\n", "\n", "SPECONV_gas = np.zeros((Measurement.NCONV[0],Measurement.NGEOM,nfm))\n", "vmin, vmax = Measurement.calc_wave_range()\n", "\n", "for i in range(nfm):\n", " \n", " #Defining only one gas in the spectroscopy \n", " Spectroscopy1 = deepcopy(Spectroscopy)\n", " Spectroscopy1.NGAS = 1\n", " Spectroscopy1.LOCATION = [lbltables[i]]\n", " Spectroscopy1.ID = [Spectroscopy.ID[i]]\n", " Spectroscopy1.ISO = [Spectroscopy.ISO[i]]\n", " Spectroscopy1.read_tables(vmin,vmax)\n", "\n", " #Running the forward model\n", " ForwardModel = ans.ForwardModel_0(runname=runname, Atmosphere=Atmosphere,Surface=Surface,Measurement=Measurement,Spectroscopy=Spectroscopy1,Stellar=Stellar,Scatter=Scatter,CIA=CIA,Layer=Layer,Variables=Variables)\n", " SPECONV1 = ForwardModel.nemesisSOfm()\n", " \n", " #Saving the results\n", " SPECONV_gas[:,:,i] = SPECONV1[:,:]\n", " " ] }, { "cell_type": "code", "execution_count": 14, "id": "5fc458b5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2,ax3) = plt.subplots(3,1,figsize=(10,9))\n", "\n", "igeom1 = Measurement.NGEOM-5\n", "igeom2 = 5\n", "igeom3 = 2\n", "\n", "labels = ['$^{12}$C$^{16}$O','$^{13}$C$^{16}$O','$^{12}$C$^{18}$O']\n", "\n", "for iso in range(nfm):\n", "\n", " ax1.fill_between(Measurement.VCONV[:,igeom1],SPECONV_gas[:,igeom1,iso],np.ones(Measurement.NCONV[igeom1]),alpha=0.5)\n", " ax1.plot(Measurement.VCONV[:,igeom1],SPECONV_gas[:,igeom1,iso],label=labels[iso])\n", " ax2.fill_between(Measurement.VCONV[:,igeom2],SPECONV_gas[:,igeom2,iso],np.ones(Measurement.NCONV[igeom1]),alpha=0.5)\n", " ax2.plot(Measurement.VCONV[:,igeom2],SPECONV_gas[:,igeom2,iso],label=labels[iso])\n", " ax3.fill_between(Measurement.VCONV[:,igeom3],SPECONV_gas[:,igeom3,iso],np.ones(Measurement.NCONV[igeom1]),alpha=0.5)\n", " ax3.plot(Measurement.VCONV[:,igeom3],SPECONV_gas[:,igeom3,iso],label=labels[iso])\n", "\n", "offset= 0.0\n", "ax1.plot(Measurement.VCONV[:,igeom1],SPECONV[:,igeom1]+offset,c='black',label='Total')\n", "ax2.plot(Measurement.VCONV[:,igeom2],SPECONV[:,igeom2]+offset,c='black',label='Total')\n", "ax3.plot(Measurement.VCONV[:,igeom3],SPECONV[:,igeom3]+offset,c='black',label='Total')\n", "\n", "ax1.legend()\n", "ax1.set_facecolor('lightgray')\n", "ax2.set_facecolor('lightgray')\n", "ax3.set_facecolor('lightgray')\n", "ax1.set_title('Tangent altitude = '+str(Measurement.TANHE[igeom1,0])+' km')\n", "ax2.set_title('Tangent altitude = '+str(Measurement.TANHE[igeom2,0])+' km')\n", "ax3.set_title('Tangent altitude = '+str(Measurement.TANHE[igeom3,0])+' km')\n", "ax1.set_ylabel('Transmission')\n", "ax2.set_ylabel('Transmission')\n", "ax3.set_ylabel('Transmission')\n", "ax3.set_xlabel('Wavenumber (cm$^{-1}$)')\n", "ax1.grid()\n", "ax2.grid()\n", "ax3.grid()\n", "plt.tight_layout()" ] } ], "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": "3.11.14" } }, "nbformat": 4, "nbformat_minor": 5 }