{ "cells": [ { "cell_type": "markdown", "id": "96bfbfbf-5dda-4805-a5ab-671b0a16b68e", "metadata": {}, "source": [ "# F: Ejercicios resueltos" ] }, { "cell_type": "markdown", "id": "f34a93ae-927d-4946-9948-09eb3b3fed6c", "metadata": {}, "source": [ "***\n", "**Ejercicio F.1:**\n", "\n", "Mejorar la función que calcula la fotometría para restar el fondo utilizando un anillo alrededor de la estrella `CircularAnnules`. Para ello habrá que calcular el brillo medio de dicho anillo y restarle a las cuentas de la estrella el brillo medio multiplicado por el área de la apertura (`aperture.area`)." ] }, { "cell_type": "code", "execution_count": 1, "id": "04743bf0-b54b-4ca2-8eca-c85cdc4cd1d7", "metadata": {}, "outputs": [], "source": [ "def doPhotometry2(data, positions):\n", " aperture = CircularAperture(positions, r=3.) # Fotometría en un círculo de radio 3\n", " apertureBackground = CircularAnnulus(positions, r_in=5., r_out=7.) # Anillo de radios 5 y 7 para calcular el fondo local de la fuente\n", " \n", " photTable = aperture_photometry(data, aperture) # Hacemos ambas fotometrías\n", " photTableBackground = aperture_photometry(data, apertureBackground) #\n", " \n", " avgBackground = photTableBackground['aperture_sum'] / apertureBackground.area # Calculamos la media del fondo\n", "\n", " newPhotTable = photTable['aperture_sum'] - (avgBackground * aperture.area) # Le restamos a la fuente el fondo\n", " \n", " res = newPhotTable.tolist()\n", " \n", " return res" ] }, { "cell_type": "markdown", "id": "8f8e2ef3-9282-4c8e-9821-f3d58fbb6c3c", "metadata": {}, "source": [ "***\n", "**Ejercicio F.2:**\n", "\n", "Suavizar la curva de luz obtenida usando una convolución." ] }, { "cell_type": "code", "execution_count": 3, "id": "f6bd0e6c-c26a-49ca-be91-7df66941d262", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from astropy.convolution import Gaussian1DKernel, convolve\n", "import json\n", "import matplotlib.pyplot as plt\n", "\n", "with open('salidas/curvaLuz.json') as fich:\n", " curvaLuz = json.load(fich)\n", "\n", "g = Gaussian1DKernel(stddev=3)\n", "curvaSuave = convolve(curvaLuz, g, boundary='extend')\n", "\n", "plt.rcParams[\"figure.figsize\"] = (20,10)\n", "plt.plot(curvaLuz, label='Curva Luz')\n", "plt.plot(curvaSuave, label='Curva Suave', linewidth=2, color='red')\n", "plt.legend(loc='best')\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.16" } }, "nbformat": 4, "nbformat_minor": 5 }