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examples/recipes/AtmosphericFlux/atmospheric_flux.ipynb
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| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "42082fbc", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "# Atmospheric flux operator" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "a3eae4ea-0aca-4502-9043-54e2ca6fcab9", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "import pyarts\n", | ||
| "import numpy as np\n", | ||
| "import matplotlib.pyplot as plt" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "952fa30f-9620-493b-9a69-7ea46d0ae9b7", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## Initialize the operator\n", | ||
| "\n", | ||
| "See [AtmosphericFlux](pyarts.recipe.rst#pyarts.recipe.AtmosphericFlux)." | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "b1943594-5e27-4c9c-831c-c575bbc08c6c", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "fop = pyarts.recipe.AtmosphericFlux()" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "df821a5e-11df-4000-a66f-b19ce8a431d1", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## Get the atmosphere (optional)\n", | ||
| "The atmosphere is the full atmospheric field of ARTS as a dictionary,\n", | ||
| "which is likely more than you wish to change. You may change only part\n", | ||
| "of the atmosphere by simply creating a dictionary that only contains the\n", | ||
| "fields that you want to change." | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "79c18bda-7f10-42cb-87b0-ba636cef37f9", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "atm = fop.get_atmosphere()" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "da679d8d-8eef-4437-b299-7c85487df39a", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## Get the profile flux for the given `atm`\n", | ||
| "Passing `atm` is optional, if not passed the operator will use the current atmosphere,\n", | ||
| "which is the atmosphere that was set with the last call to `__call__`, or the constructor\n", | ||
| "default if no call to `__call__` has been made." | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "ebf13038-90c1-44dc-93ad-63d4d3da105b", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "solar, thermal, altitude = fop(atmospheric_profile=atm)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "25eafbd8", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## Plot" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "b998604b-98aa-4f46-bf78-288d65ffb78e", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "plt.figure(1, figsize=(8, 6))\n", | ||
| "plt.clf()\n", | ||
| "plt.subplot(121)\n", | ||
| "plt.plot(solar.up, altitude/1e3)\n", | ||
| "plt.plot(solar.down, altitude/1e3)\n", | ||
| "plt.legend([\"up\", \"down\"])\n", | ||
| "plt.ylabel(\"Altitude [km]\")\n", | ||
| "plt.xlabel(\"Flux [W / m$^2$]\")\n", | ||
| "plt.title(\"Solar flux\")\n", | ||
| "\n", | ||
| "plt.subplot(122)\n", | ||
| "plt.plot(thermal.up, altitude/1e3)\n", | ||
| "plt.plot(thermal.down, altitude/1e3)\n", | ||
| "plt.legend([\"up\", \"down\"])\n", | ||
| "plt.ylabel(\"Altitude [km]\")\n", | ||
| "plt.xlabel(\"Flux [W / m$^2$]\")\n", | ||
| "plt.title(\"Thermal flux\")" | ||
| ] | ||
| } | ||
| ], | ||
| "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": "3.12.6" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 5 | ||
| } |
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