{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "UPJYJ033LEG3" }, "source": [ "## ASTRON 16 Lab 1\n", "# Using doppler effect to measure $v_\\mathrm{rot}$" ] }, { "cell_type": "markdown", "metadata": { "id": "DeeGtwQZLEG7" }, "source": [ "### Please enter your name in this cell" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "id": "xkYpK5hwLEG8" }, "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": { "id": "8xYTy8h2LEG9" }, "source": [ "# Part 1: Doppler Shift" ] }, { "cell_type": "markdown", "source": [ "If using Google colab, run the following cell and upload all 8 fits files" ], "metadata": { "id": "CN30sunwWXtv" } }, { "cell_type": "code", "source": [ "from google.colab import files\n", "uploaded = files.upload()" ], "metadata": { "id": "L3eUXrCuWW7k" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "ZqL7_lT_LEG9" }, "source": [ "You will need the path to the directory that contains your fits files and the names of all 8 fits files." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "id": "MEtjMRrJLEG9" }, "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", "# Eneter the names of alll 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": { "id": "WB6vy-ydLEG-" }, "source": [ "### Let's look at all our fits files." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 397 }, "id": "cWFpjFWiLEG_", "outputId": "2fed93c4-813b-4501-a292-b137cad4f86e" }, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" } } ], "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", "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, c='w', 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, c = 'w', 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('Intensity', fontsize=fs)\n", "ax[1][0].set_ylabel('Intensity', fontsize=fs)\n", "plt.subplots_adjust(wspace=0.1, hspace=0.)" ] }, { "cell_type": "markdown", "metadata": { "id": "lB1mL6TXLEHA" }, "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": null, "metadata": { "id": "Ck-j_AMhLEHB" }, "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": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 468 }, "id": "o9976bmlLEHB", "outputId": "5f4c1ca0-75af-4022-d898-dfb231945ddb" }, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" } } ], "source": [ "plt.figure(figsize=(10,12))\n", "plt.imshow(selected_image, cmap='gray')\n", "plt.title(selected_file, c = 'w', fontsize=fs)\n", "plt.tick_params(labelsize=14)\n", "plt.xlabel('pixels', fontsize=fs)\n", "plt.ylabel('Intensity', fontsize=fs);" ] }, { "cell_type": "markdown", "metadata": { "id": "Pt5G4YtgLEHB" }, "source": [ "### Let's select the \"slice\"\n", "Look at the intensity range of your image. Between which two intensity values do you see the most clear, and unobstructed section of the image? These will be the boundaries of your \"slice\". " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 124 }, "id": "ETNQYYIwLEHC", "outputId": "3c4d083e-d32c-4886-8bb5-a0a6c4091d9b" }, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" } } ], "source": [ "# Type the boundaries of the \"slice\". \n", "# You can keep adjusting the bounds until you get a sloice you want to use.\n", "# Remember: we want both Na D lines and the Telluric line!\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": { "id": "TllNyn-WLEHC" }, "source": [ "### Let's plot the pectra of all 8 images taking this slice." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "w5pDrvRALEHC" }, "outputs": [], "source": [ "#This function norms the data\n", "def norm(data):\n", " '''\n", " This function norms the slected 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": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 510 }, "id": "PqePRXZYLEHD", "outputId": "0e99583e-e347-4b97-e66e-eaa1e42fcee8" }, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" } } ], "source": [ "#This cell plots all 8 normed 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('Normed Intensity', fontsize=fs);\n", "plt.legend(bbox_to_anchor=(1.05, 1), fontsize='xx-large');" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "VtC5WfF4LEHD" }, "outputs": [], "source": [ "" ] }, { "cell_type": "markdown", "metadata": { "id": "iE2AtL9uLEHD" }, "source": [ "### Select the two spectra for which you notice the greatest shift." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "2KHqpZTNLEHD" }, "outputs": [], "source": [ "spectra_choice_1 = 'B1.fit'\n", "spectra_choice_2 = 'R1.fit'" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "LI_W_i3XLEHE" }, "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": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 510 }, "id": "tw-hbMu2LEHE", "outputId": "acc5a3a2-17be-4969-bcf3-14d5408a398b" }, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" } } ], "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('Normed Intensity', fontsize=fs);\n", "plt.legend(bbox_to_anchor=(1.05, 1), fontsize='xx-large');" ] }, { "cell_type": "markdown", "metadata": { "id": "yj4EVPdWLEHE" }, "source": [ "How does it look? Can you see a clear Doppler effect?" ] }, { "cell_type": "markdown", "metadata": { "id": "8kJr2IPnLEHE" }, "source": [ "# Part 2: Determining $v_\\mathrm{rot}$" ] }, { "cell_type": "markdown", "metadata": { "id": "6jQ5RIwYLEHE" }, "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 absorbtion lines are at the minimum." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "_uOiTM0ZLEHF" }, "outputs": [], "source": [ "#We make an array of the pixels to maintain the same pixel values when we zoom in to the cuves.\n", "pixels = np.arange(0,spectrum_1.shape[0])" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "rErY6DEyLEHF" }, "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": null, "metadata": { "id": "HCqvEs-GLEHF" }, "outputs": [], "source": [ "### Define your zoomed-in ranges for the left line\n", "NaD_1_b1 = zoom_in(spectrum_1,328,347)\n", "NaD_1_r1 = zoom_in(spectrum_2, 325,340)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "6F5LFQJMLEHF" }, "outputs": [], "source": [ "### Define your zoomed-in ranges for the right line\n", "NaD_2_b1 = zoom_in(spectrum_1,663,675)\n", "NaD_2_r1 = zoom_in(spectrum_2, 656,670)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "jvEh28oPLEHF" }, "outputs": [], "source": [ "### Define your zoomed-in ranges for the Telluric\n", "H2O_b1 = zoom_in(spectrum_1,120,165)\n", "H2O_r1 = zoom_in(spectrum_2,120,165)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "E9ZPSK7DLEHF", "outputId": "4e740362-cf5d-4ce4-baa3-e5f73e3af58f" }, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" } } ], "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('Normed 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": { "id": "_zbOaaahLEHG" }, "source": [ "### These resmble polynomial functions. We now fit these curves in order to obtain the pixel value where the true minimum occurs. " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "aE2PW37YLEHG" }, "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": { "id": "ZMy5_S4oLEHG" }, "source": [ "#### Fit the curves" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "TvDoYOl0LEHG" }, "outputs": [], "source": [ "from scipy.optimize import curve_fit" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "03vT0fvALEHG" }, "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": null, "metadata": { "id": "ulb-U3apLEHG" }, "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": null, "metadata": { "id": "TGD-enOTLEHH" }, "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": null, "metadata": { "id": "lvkhdLoTLEHH" }, "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": { "id": "NzX6H3ewLEHH" }, "source": [ "#### We create a new set ov values based on our fit parameters. Remmeber, you may need to make minor adjustments to improve the fit of your curves." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "1zpe9R__LEHH" }, "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": null, "metadata": { "id": "iR1g1_48LEHH" }, "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": null, "metadata": { "id": "_D0G6P-uLEHH" }, "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": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "2pI-J8s_LEHH", "outputId": "d4e03aaa-4d93-40d4-d704-d5443f1f7365" }, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" } } ], "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": { "id": "xRmyYkdkLEHI" }, "source": [ "## Now it's time to do our calculations " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "m_YRo6pcLEHI" }, "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": null, "metadata": { "id": "r49e7tTILEHI" }, "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": { "id": "OhmfbDDALEHI" }, "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": null, "metadata": { "id": "kIYOVHmCLEHI" }, "outputs": [], "source": [ "#let's define some constants\n", "c=3e5 # speed of light in km/s\n", "left_emitted = 5895.94 #emmission of left NaD in Angstroms\n", "right_emitted = 5889.96 #emission of right NaD in Angstroms" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "NsrJK_iQLEHI" }, "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": null, "metadata": { "id": "BMsKw8UfLEHI" }, "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": { "id": "fSgo7W8bLEHJ" }, "source": [ "### And finally we obtain:" ] }, { "cell_type": "markdown", "metadata": { "id": "IGd5-N_RLEHJ" }, "source": [ "#### The rotational velocity" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "uJZ0-Y3ZLEHJ" }, "outputs": [], "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": null, "metadata": { "id": "-XK9ogKeLEHJ", "outputId": "a7a701be-14e6-45dc-e8e7-3bdd89b85163" }, "outputs": [ { "data": { "text/latex": [ "$2.4718387 \\; \\mathrm{\\frac{km}{s}}$" ], "text/plain": [ "" ] }, "execution_count": 34, "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": { "id": "zkh5YOyeLEHJ" }, "source": [ "#### The offset of the Telluric line" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "CQqcMGknLEHJ", "outputId": "a4e48dca-f84d-4ab7-aec3-f11798a5a935" }, "outputs": [ { "data": { "text/latex": [ "$5.6196844 \\; \\mathrm{\\mathring{A}}$" ], "text/plain": [ "" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.abs(min_H2O_b1_fit-min_H2O_r1_fit)*units.Angstrom" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "ba57KfdlLEHJ" }, "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": "3.8.3" }, "colab": { "name": "ASTRON16_LAB1.ipynb", "provenance": [] } }, "nbformat": 4, "nbformat_minor": 0 }