{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## ASTRON 16 Lab 1 - Measuring the Astronomical Unit \n", "\n", "# Using the Doppler effect to measure $v_\\mathrm{rot}$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Please enter your name in this cell. (press 'esc m' to make a markdown cell or 'run')" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from astropy.io import fits\n", "from astropy import units" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part 1: Doppler Shift" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You will need to download the 8 fits images that we took in lab from the Canvas site. Make sure to download the images from your lab section! Enter the path to the directory that contains your fits files and the filenames of all 8 fits files.\n", "\n", "If using Google colab, run the following cell and upload all 8 fits files" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from google.colab import files\n", "uploaded = files.upload()" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Type the path to your directory in quotes, ending in /, to signal it is a directory.\n", "# If you uploaded your files to Google Colab using the above cell, you shouldn't need to\n", "# change this.\n", "path = './'\n", "\n", "# Enter the names of all 8 fits files, individually in quotations, then separated by a comma \n", "# into the list called filenames.\n", "filenames=['B1.fit', 'BL1.fit', 'br1.fit', 'T1.fit', 'TL1.fit', 'TR1.fit', 'L1.fit', 'R1.fit']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's look at all our fits images." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# This cell plots all of your fits images in a grid. \n", "# The name of each file will be printed on top of each image\n", "\n", "fs = 20\n", "fig, ax = plt.subplots(2,4, figsize = (16,6), sharey=True, sharex=True)\n", "for i,file in enumerate(filenames):\n", " image = fits.getdata(path+file, ext=0)\n", " if i < 4:\n", " ax[0][i].imshow(image, cmap='gray')\n", " ax[0][i].set_title(file, fontsize=fs)\n", " ax[0][i].tick_params(labelsize=14)\n", " else:\n", " ax[1][i-4].imshow(image, cmap='gray')\n", " ax[1][i-4].set_title(file, fontsize=fs)\n", " ax[1][i-4].tick_params(labelsize=14)\n", " ax[1][i-4].set_xlabel('pixels', fontsize=fs)\n", " \n", "ax[0][0].set_ylabel('pixels', fontsize=fs)\n", "ax[1][0].set_ylabel('pixels', fontsize=fs)\n", "plt.subplots_adjust(wspace=0.1, hspace=0.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Now lets select one file to look at in closer detail.\n", "### We will then select a \"slice\" of the image in order to plot our spectra." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Enter the name of the file you wish to look at more closely\n", "selected_file = 'br1.fit'\n", "\n", "# Now let's make an object we can plot\n", "selected_image = fits.getdata(path+selected_file, ext=0)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,12))\n", "plt.imshow(selected_image, cmap='gray')\n", "plt.title(selected_file, fontsize=fs)\n", "plt.tick_params(labelsize=14)\n", "plt.xlabel('pixels', fontsize=fs)\n", "plt.ylabel('pixels', fontsize=fs);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's select the \"slice\"\n", "\n", "We now want to select a region of the image that cuts a small (~30-100 vertical pixel by the full horizontal pixel) region of the image. It is important to avoid the circular dust rings as much as possible. More specficially, you do not want to select a region where dust falls on the NaD lines or the water lines! Your TF will help guide you through this if you have questions. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Type the boundaries of the \"slice\". \n", "# You can keep adjusting the bounds until you get a slice you want to use.\n", "# Remember: we want both Na D lines and the Telluric line!\n", "# Reference the online Solar spectrum (http://bass2000.obspm.fr/solar_spect.php) and compare \n", "# with the solar atlas (http://astrosurf.com/spectrohelio/atlas-en.php) to ensure that you include \n", "# a water line in your images\n", "\n", "#boundaries\n", "low = 100\n", "high = 200\n", "\n", "#make the slice\n", "image_slice = selected_image[low:high]\n", "\n", "#plot\n", "plt.figure(figsize=(10,12))\n", "plt.imshow(image_slice, cmap='gray');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's plot the spectra of all 8 images using the extracted slices." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "#This function normalizes the data to get the data on the same scale.\n", "def norm(data):\n", " '''\n", " This function normalizes the selected data for plotting the spectra.\n", " \n", " parameters\n", " ---------\n", " data: nd-array, slice of fits file \n", " \n", " returns:\n", " -------\n", " 1d-array, normed intensity of spectra\n", " '''\n", " data_cut = data[low:high]\n", " I_mean = np.mean(data_cut, axis=0)\n", " I_median = np.median(I_mean)\n", " data_norm = I_mean/I_median\n", " return data_norm\n", " " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#This cell plots all 8 normalized spectra\n", "fig = plt.figure(figsize = (10,8))\n", "for i,file in enumerate(filenames):\n", " image = fits.getdata(path+file, ext=0)\n", " norm_slice = norm(image)\n", " plt.plot(norm_slice, linestyle='dashed', label=file)\n", "plt.tick_params(labelsize=14)\n", "plt.xlabel('Pixels', fontsize=fs)\n", "plt.ylabel('Normalized Intensity', fontsize=fs);\n", "plt.legend(bbox_to_anchor=(1.05, 1), fontsize='xx-large');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Select the two spectra for which you notice the greatest shift.\n", "Rotate through the pairs of spectra by setting spectra_choice_1 and spectra_choice_2 to the various pairs (top and bottom, left and right, top-left and bottom-right, top-right and bottom-left) to determine which pair has the largest shift in pixel space" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [], "source": [ "spectra_choice_1 = 'T1.fit'\n", "spectra_choice_2 = 'B1.fit'" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [], "source": [ "spectrum_1 = norm(fits.getdata(path+spectra_choice_1, ext=0))\n", "spectrum_2 = norm(fits.getdata(path+spectra_choice_2, ext=0))" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#This cell plots all 8 normed spectra\n", "fig = plt.figure(figsize = (10,8))\n", "plt.plot(spectrum_1, label=spectra_choice_1, linestyle='dashed')\n", "plt.plot(spectrum_2, label=spectra_choice_2, linestyle='dashed')\n", "plt.tick_params(labelsize=14)\n", "plt.xlabel('pixels', fontsize=fs)\n", "plt.ylabel('Normalized Intensity', fontsize=fs);\n", "plt.legend(bbox_to_anchor=(1.05, 1), fontsize='xx-large');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How does it look? Can you see a clear Doppler effect? If not, you can use the next section to looked at the zoomed plots." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part 2: Determining $v_\\mathrm{rot}$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### First we need to fit the curves of the absorption lines\n", "We do this by selecting a range in pixels that \"zooms in\" to where our absorption lines are at the minimum." ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [], "source": [ "#We make an array of the pixels to maintain the same pixel values when we zoom in to the curves.\n", "pixels = np.arange(0,spectrum_1.shape[0])" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [], "source": [ "#def zoom_in(data_1, data_2, lowpix_1, highpix_1, lowpix_2, highpix_2):\n", "def zoom_in(data, lowpix, highpix):\n", " '''\n", " This function makes a cut, \"zoom-in\", to the absroption line minimums.\n", " \n", " parameters\n", " ----------\n", " data_1: 1d-array, normed spectrum\n", " data_2: 1d-array, normed spectrum shifted from the first\n", " \n", " (lowpix and highpix are the pixel boundaries bwteen where our curves lie)\n", " \n", " lowpix_1: int, low boundary for first spectrum\n", " highpix_1: int, high boundary for first spectrum\n", " \n", " lowpix_2: int, low boundary for second spectrum\n", " highpix_2: int, high boundary for second spectrum\n", " \n", " returns\n", " ----------\n", " 1d-array, pixels between where minimums lie\n", " 1d-array, region of spectra where minimums lie\n", " '''\n", " return pixels[lowpix:highpix],data[lowpix:highpix]\n", " \n", " " ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [], "source": [ "### Define your zoomed-in ranges for the left line\n", "NaD_1_b1 = zoom_in(spectrum_1,320,347)\n", "NaD_1_r1 = zoom_in(spectrum_2, 325,350)" ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [], "source": [ "### Define your zoomed-in ranges for the right line\n", "NaD_2_b1 = zoom_in(spectrum_1,655,675)\n", "NaD_2_r1 = zoom_in(spectrum_2, 656,675)" ] }, { "cell_type": "code", "execution_count": 133, "metadata": {}, "outputs": [], "source": [ "### Define your zoomed-in ranges for the Telluric\n", "H2O_b1 = zoom_in(spectrum_1,95,117)\n", "H2O_r1 = zoom_in(spectrum_2,95,117)" ] }, { "cell_type": "code", "execution_count": 134, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(3,1,figsize = (8,20))\n", "ax[0].plot(NaD_1_b1[0],NaD_1_b1[1], label = spectra_choice_1, linestyle='dashed')\n", "ax[0].plot(NaD_1_r1[0], NaD_1_r1[1], label = spectra_choice_2, linestyle='dashed')\n", "ax[0].set_title('$\\mathrm{Na\\ D\\ (left)}$',fontsize=40)\n", "\n", "ax[1].plot(NaD_2_b1[0],NaD_2_b1[1], label = spectra_choice_1, linestyle='dashed')\n", "ax[1].plot(NaD_2_r1[0], NaD_2_r1[1], label = spectra_choice_2, linestyle='dashed')\n", "ax[1].set_title('$\\mathrm{Na\\ D\\ (right)}$',fontsize=40)\n", "\n", "ax[2].plot(H2O_b1[0], H2O_b1[1], label = spectra_choice_1, linestyle='dashed')\n", "ax[2].plot(H2O_r1[0], H2O_r1[1], label = spectra_choice_2, linestyle='dashed')\n", "ax[2].set_title('$\\mathrm{Telluric}$',fontsize=40)\n", "for i in range(3):\n", " ax[i].tick_params(labelsize=20)\n", " ax[i].set_xlabel('pixels', fontsize=fs)\n", " ax[i].set_ylabel('Normalized Intensity', fontsize=fs);\n", "plt.legend(bbox_to_anchor=(1.3, 2), fontsize='xx-large');\n", "plt.subplots_adjust(hspace=0.4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### These resemble polynomial functions. We now fit these curves in order to obtain the pixel value where the true minimum occurs. " ] }, { "cell_type": "code", "execution_count": 135, "metadata": {}, "outputs": [], "source": [ "# This the polynomial we will use to fit our data\n", "def poly(x,a,b,c):\n", " '''\n", " This function reurns a parabola with given input.\n", " \n", " parameters\n", " ----------\n", " x: 1D-array, the independent variable, in our cse, pixel values\n", " a,b,c : floats, the coefficients of our parabolic function\n", " \n", " returns\n", " ---------\n", " 1D-array, the normed intensity as a function of pixel values'''\n", " y = a*x**2 + b*x +c\n", " return y" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Fit the curves" ] }, { "cell_type": "code", "execution_count": 136, "metadata": {}, "outputs": [], "source": [ "from scipy.optimize import curve_fit" ] }, { "cell_type": "code", "execution_count": 137, "metadata": {}, "outputs": [], "source": [ "#we learned in our first jupyter notebook that it's useful to begin with some guess\n", "guess = [0.5, 1.0, 400]" ] }, { "cell_type": "code", "execution_count": 138, "metadata": {}, "outputs": [], "source": [ "# We only need the parameters, not the covariance, so we will take index[0] of curve_fit\n", "NaD_1_b1_params = curve_fit(poly, NaD_1_b1[0], NaD_1_b1[1], p0=guess)[0]\n", "NaD_1_r1_params = curve_fit(poly, NaD_1_r1[0], NaD_1_r1[1], p0=guess)[0]" ] }, { "cell_type": "code", "execution_count": 139, "metadata": {}, "outputs": [], "source": [ "# We only need the parameters, not the covariance, so we will take index[0] of curve_fit\n", "NaD_2_b1_params = curve_fit(poly, NaD_2_b1[0], NaD_2_b1[1], p0=guess)[0]\n", "NaD_2_r1_params = curve_fit(poly, NaD_2_r1[0], NaD_2_r1[1], p0=guess)[0]" ] }, { "cell_type": "code", "execution_count": 140, "metadata": {}, "outputs": [], "source": [ "# We only need the parameters, not the covariance, so we will take index[0] of curve_fit\n", "H2O_b1_params = curve_fit(poly, H2O_b1[0], H2O_b1[1], p0=guess)[0]\n", "H2O_r1_params = curve_fit(poly, H2O_r1[0], H2O_r1[1], p0=guess)[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### We create a new set of values based on our fit parameters. Rememeber, you may need to make minor adjustments to improve the fit of your curves." ] }, { "cell_type": "code", "execution_count": 141, "metadata": {}, "outputs": [], "source": [ "NaD_1_b1_fit = poly(NaD_1_b1[0],NaD_1_b1_params[0], NaD_1_b1_params[1],NaD_1_b1_params[2])\n", "NaD_1_r1_fit = poly(NaD_1_r1[0],NaD_1_r1_params[0], NaD_1_r1_params[1],NaD_1_r1_params[2])" ] }, { "cell_type": "code", "execution_count": 142, "metadata": {}, "outputs": [], "source": [ "NaD_2_b1_fit = poly(NaD_2_b1[0],NaD_2_b1_params[0], NaD_2_b1_params[1],NaD_2_b1_params[2])\n", "NaD_2_r1_fit = poly(NaD_2_r1[0],NaD_2_r1_params[0], NaD_2_r1_params[1],NaD_2_r1_params[2])" ] }, { "cell_type": "code", "execution_count": 143, "metadata": {}, "outputs": [], "source": [ "H2O_b1_fit = poly(H2O_b1[0],H2O_b1_params[0], H2O_b1_params[1],H2O_b1_params[2])\n", "H2O_r1_fit = poly(H2O_r1[0],H2O_r1_params[0], H2O_r1_params[1],H2O_r1_params[2])" ] }, { "cell_type": "code", "execution_count": 144, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(3,1,figsize = (8,20))\n", "ax[0].plot(NaD_1_b1[0],NaD_1_b1[1], label = spectra_choice_1, linestyle='dashed')\n", "ax[0].plot(NaD_1_b1[0],NaD_1_b1_fit, label = spectra_choice_1+' poly fit')\n", "\n", "ax[0].plot(NaD_1_r1[0], NaD_1_r1[1], label = spectra_choice_2, linestyle='dashed')\n", "ax[0].plot(NaD_1_r1[0],NaD_1_r1_fit, label = spectra_choice_2+' poly fit')\n", "ax[0].set_title('$\\mathrm{Na\\ D\\ (left)}$',fontsize=30)\n", "\n", "ax[1].plot(NaD_2_b1[0],NaD_2_b1[1], label = spectra_choice_1, linestyle='dashed')\n", "ax[1].plot(NaD_2_b1[0],NaD_2_b1_fit, label = spectra_choice_1+' poly fit')\n", "ax[1].plot(NaD_2_r1[0], NaD_2_r1[1], label = spectra_choice_2, linestyle='dashed')\n", "ax[1].plot(NaD_2_r1[0],NaD_2_r1_fit, label = spectra_choice_2+' poly fit')\n", "ax[1].set_title('$\\mathrm{Na\\ D\\ (right)}$',fontsize=30)\n", "\n", "ax[2].plot(H2O_b1[0],H2O_b1[1], label = spectra_choice_1, linestyle='dashed')\n", "ax[2].plot(H2O_b1[0],H2O_b1_fit, label = spectra_choice_1+' poly fit')\n", "ax[2].plot(H2O_r1[0], H2O_r1[1], label = spectra_choice_2, linestyle='dashed')\n", "ax[2].plot(H2O_r1[0],H2O_r1_fit, label = spectra_choice_2+' poly fit')\n", "ax[2].set_title('$\\mathrm{Telluric}$',fontsize=30)\n", "for i in range(3):\n", " ax[i].tick_params(labelsize=20)\n", " ax[i].set_xlabel('pixels', fontsize=fs)\n", " ax[i].set_ylabel('Normed Intensity', fontsize=fs)\n", " ax[i].legend(loc ='lower right');\n", "plt.subplots_adjust(hspace=0.4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Now it's time to do our calculations " ] }, { "cell_type": "code", "execution_count": 145, "metadata": {}, "outputs": [], "source": [ "def poly_min(a,b):\n", " '''\n", " This function returns the minimum values from our polynomial fit parameters.\n", " \n", " parameters\n", " ----------\n", " a,b: float, the values of the coefficients of our polynomial\n", " \n", " returns\n", " ----------\n", " float: minimum value\n", " '''\n", " return -b/(2*a)" ] }, { "cell_type": "code", "execution_count": 146, "metadata": {}, "outputs": [], "source": [ "### Get the minimum values\n", "min_NaD_1_b1_fit = poly_min(NaD_1_b1_params[0],NaD_1_b1_params[1])\n", "min_NaD_1_r1_fit = poly_min(NaD_1_r1_params[0],NaD_1_r1_params[1])\n", "min_NaD_2_b1_fit = poly_min(NaD_2_b1_params[0],NaD_2_b1_params[1])\n", "min_NaD_2_r1_fit = poly_min(NaD_2_r1_params[0],NaD_2_r1_params[1])\n", "\n", "min_H2O_b1_fit = poly_min(H2O_b1_params[0],H2O_b1_params[1])\n", "min_H2O_r1_fit = poly_min(H2O_r1_params[0],H2O_r1_params[1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will calculate our $v_\\mathrm{rot}$ in the following manner:\n", "$$\\frac{\\Delta \\lambda}{\\lambda}=\\frac{v}{c}$$\\\n", "$$v_\\mathrm{rot}=\\frac{c \\Delta \\lambda}{2 \\lambda}$$\\\n", "where $\\Delta \\lambda$ comes from our measuremnts and $\\lambda = \\lambda_\\mathrm{emitted}$" ] }, { "cell_type": "code", "execution_count": 147, "metadata": {}, "outputs": [], "source": [ "#let's define some constants\n", "c=3e5 # speed of light in km/s\n", "left_emitted = 5895.94 #emission of left NaD in Angstroms\n", "right_emitted = 5889.96 #emission of right NaD in Angstroms" ] }, { "cell_type": "code", "execution_count": 148, "metadata": {}, "outputs": [], "source": [ "# This cell calculates the conversion factor of pixel to Angstrom\n", "# conversion is 5.97/ the separation between the left and right lines\n", "conversion = 5.97/(min_NaD_2_b1_fit-min_NaD_1_b1_fit)" ] }, { "cell_type": "code", "execution_count": 149, "metadata": {}, "outputs": [], "source": [ "def V_rot(min_1, min_2, lambda_emitted):\n", " '''\n", " This function calculates the rotational velocity given the doopler shift of\n", " wavelengths at which the absorption lines are at minimum and the emitted absorbtion lines\n", " \n", " parameters\n", " ----------\n", " min_1, min2: float, the wavelengths of the doppler shifted absorption lines\n", " lambda_emitted: float, the emitted wavelength\n", " \n", " returns\n", " --------\n", " float: the rotational velocity\n", " '''\n", " \n", " pixel_separation = np.abs(min_2-min_1)\n", " Delta_lambda = pixel_separation*conversion\n", " v = Delta_lambda/lambda_emitted * c\n", " return (v/2)*units.km/units.s" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### And finally we obtain:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The rotational velocity" ] }, { "cell_type": "code", "execution_count": 150, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$2.5656789 \\; \\mathrm{\\frac{km}{s}}$" ], "text/plain": [ "" ] }, "execution_count": 150, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Vrot_left = V_rot(min_NaD_1_b1_fit, min_NaD_1_r1_fit, left_emitted)\n", "Vrot_left" ] }, { "cell_type": "code", "execution_count": 151, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$2.5897083 \\; \\mathrm{\\frac{km}{s}}$" ], "text/plain": [ "" ] }, "execution_count": 151, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Vrot_right = V_rot(min_NaD_2_b1_fit, min_NaD_2_r1_fit, right_emitted)\n", "Vrot_right" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The offset of the Telluric line in pixels -- > this value should be close to zero " ] }, { "cell_type": "code", "execution_count": 159, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-1.593818" ] }, "execution_count": 159, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.round(min_H2O_b1_fit-min_H2O_r1_fit, 6) " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }