{ "cells": [ { "cell_type": "markdown", "id": "6076202c", "metadata": {}, "source": [ "\n", "# Analyse de données de gravimètres.\n", "\n", "_Extrait du sujet d'examen posé en 2021/2022_\n", "\n", "Un gravimètre est un appareil qui mesure l'accélération de la pesanteur. A Paris, elle vaut $g\\sim 9.81$ m/s$^2$. Dans cet exercice nous allons analyser des données provenant du gravimètre à atomes froids du laboratoire LNE-SYRTE (à Paris) et celles provenant d'un gravimètre à supraconducteur qui ont été enregistrées en parallèle, pendant 27 jours, entre le 7 avril et le 4 mai 2015. Le gravimètre à atomes froids (CAG, cold atoms gravimeter) est un gravimètre dit absolu dans le sens où il mesure $g$ directement en m/s$^2$. Le gravimètre à supraconducteur ('iGRAV') est un gravimètre dit relatif dans le sens où il mesure une tension en V qui peut être reliée à $g$. Ce dernier doit donc être calibré. Ceci peut justement se faire à l'aide du CAG. C'est ce que nous allons faire dans un premier temps.\n", "\n", "\n", "Vous trouverez un fichier texte {download}`data/CAGiGrav.txt` dans le dossier data qui contient : la date (en [jour Julien modifié](https://fr.wikipedia.org/wiki/Jour_julien) 'MJD'), la mesure du gravimètre (en nm/s$^2$, par rapport à la valeur $g = 9.808~907~500$ m/s$^2$), la mesure de l'iGRAV (en V) et le résidu entre les deux mesures après étalonnage de l'iGRAV (en nm/s$^2$). Ce contenu est séparé par des ``'tabulations'``. La première ligne correspond à l'en-tête. \n", "\n", "\n", "\n", "1. Importer le fichier ``'CAGiGRAV.txt'`` et créer quatres tableaux de flottants (``float``) correspondant à la date, la mesure du CAG, celle de l'iGRAV et le résidu après calibration. On pourra utiliser la fonction ``np.loadtxt()`` dont les arguments peuvent être retrouvés à partir de sa documentation : il faudra savoir 1/ comment utiliser le ``\\t`` comme séparateur et 2/ comment éliminer la première ligne (en-tête) du fichier." ] }, { "cell_type": "code", "execution_count": 1, "id": "bc9a3c4e", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "MJD, CAG, iGRAV, RES = np.loadtxt('data/CAGiGrav.txt', delimiter='\\t', skiprows=1, unpack=True)" ] }, { "cell_type": "markdown", "id": "f1fdbec2", "metadata": {}, "source": [ "2. Tracer l'évolution de l'accélération de la pesanteur en fonction de la date (en MJD) mesurée à l'aide du CAG et à l'aide du iGRAV. On pourra utiliser la fonction ``plt.subplots`` dont les arguments peuvent être retrouvés à partir de sa documentation : notamment un des arguments permettra de partager l'axe des abscisses.\n", "\n", "Le résultat typique que l'on observe est le suivant: \n", "\n", "![alt text](gcagigrav.png \"Title\")\n", "\n", "Les variations de grandes amplitudes et de longues périodes sont liées à l'attraction de la lune et du soleil (phénomène des marées). Dans ce graphique, les unités sont en Gal. 1 µGal = 1 nm/s$^2$.\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "4887adc1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'iGRAV (V)')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, ax = plt.subplots(2,1,sharex=True,figsize=(10,7))\n", "ax[0].plot(MJD,CAG)\n", "ax[0].set_ylabel(r'CAG-9808907500 (nm/s$^{-2}$)')\n", "ax[0].set_title('CAG')\n", "ax[1].plot(MJD,iGRAV)\n", "ax[1].set_title('iGRAV')\n", "ax[1].set_xlabel('(MJD)')\n", "ax[1].set_ylabel('iGRAV (V)')" ] }, { "cell_type": "markdown", "id": "62a219b2", "metadata": {}, "source": [ "Comme pour beaucoup de jeux de données expérimentales, il manque des données (ici soit parce que les mesures ont été perturbées par des tremblements de terre soit parce que l'asservissement des lasers (servant au refroidissement laser des atomes) du gravimètre atomique a sauté). Ces données manquantes sont représentées par des 'nan' (not a number). \n", "\n", "La fonction ``np.isnan`` permet de créer un tableau de booléen contenant les nombres qui sont des 'nan'. Le code suivant permet de creer un masque (tableau de booléen) contenant uniquement les données valides en même temps pour les deux gravimètres: " ] }, { "cell_type": "code", "execution_count": 3, "id": "c6bae855", "metadata": { "tags": [ "keep" ] }, "outputs": [], "source": [ "mask = ~(np.isnan(CAG) | np.isnan(iGRAV))" ] }, { "cell_type": "markdown", "id": "17c64950", "metadata": {}, "source": [ "3. Pourquoi avoir utilisé ``~`` et ``|`` au lieu de ``not`` et ``or`` ?" ] }, { "cell_type": "code", "execution_count": 4, "id": "31e546c7", "metadata": {}, "outputs": [], "source": [ "# Ce que l'on ne fait pas\n", "# mask = not(np.isnan(CAG) or np.isnan(GRAV)) \n", "\n", "# le ~ et le | effectue l'opération point par point sur le tableau. Le not ou or ne fonctionne que avec des\n", "# booléens" ] }, { "cell_type": "markdown", "id": "455ee57c", "metadata": {}, "source": [ "4. Quelle était la valeur moyenne et l'écart type de $g$ entre le 7 avril et le 4 mai 2015 (c'est à dire sur l'ensemble des données) ?" ] }, { "cell_type": "code", "execution_count": 5, "id": "11403e3d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "La valeur moyenne de g est de 9.808907857 m/s2 avec un écart type de 464.6 nm/s2\n" ] } ], "source": [ "print(f\"La valeur moyenne de g est de {(np.mean(CAG[mask])+9808907500)*1e-9:.9f} m/s2 avec un écart type de {np.std(CAG[mask]):.1f} nm/s2\")" ] }, { "cell_type": "markdown", "id": "73b6116c", "metadata": {}, "source": [ "Les données de l'iGRAV sont données en volt. On note $K$ le coeficient de calibration de l'instrument (en nm.s$^{-2}$/V). On prendra $K=-898.25$nm.s$^{-2}$/V.\n", "\n", "5. Calculer et tracer la différence entre les mesures enregistrées par le CAG et celles enregistrées par l'iGRAV après calibration: CAG-K*iGRAV. Vérifier graphiquement que votre résultat correspond bien à la quatrième colonne du fichier ``'CAGiGRAV.txt'``. " ] }, { "cell_type": "code", "execution_count": 6, "id": "02789cb2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, '(MJD)')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "K = -898.25\n", "residu = CAG-K*iGRAV\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10,6))\n", "ax.plot(MJD, residu)\n", "ax.plot(MJD, RES,'.')\n", "ax.set_ylabel(r'residus (nm/s$^{-2}$)')\n", "ax.set_xlabel('(MJD)')\n" ] }, { "cell_type": "markdown", "id": "fb74c8cc", "metadata": {}, "source": [ "6. Quel est l'écart type de ces résidus sur la période des 27 jours de mesures ? Comparer celui-ci avec l'écart type des mesures du gravimètre atomique (CAG) seules, calculées à la question 4. Commenter." ] }, { "cell_type": "code", "execution_count": 7, "id": "5afd1a72", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "L'écart type du résidu vaut 11.8 nm/s2\n" ] } ], "source": [ "print(f\"L'écart type du résidu vaut {np.std(residu[mask]):.1f} nm/s2\")\n" ] }, { "cell_type": "markdown", "id": "ca145b9f", "metadata": { "tags": [ "sol" ] }, "source": [ "\n", "L'écart type des mesures du CAG seules est dominée par des variations de longues périodes qui se retrouvent \n", "aussi sur la mesure de l'iGRAV. Ces variations sont donc indépendantes de l'appareil et sont 'corrigées' \n", "lorsqu'on fait la différence des mesures obtenues avec les deux gravimètres" ] }, { "cell_type": "markdown", "id": "6324709b", "metadata": {}, "source": [ "Grâce au gravimètre à supraconducteur, il a été possible d'éliminer les variations dues aux effets des marées et d'en déduire le bruit du CAG (le bruit de l'iGRAV est négligeable en comparaison). Lorsque l'on n'a pas cet appareil (l'IGRAV), il est possible de caractériser le bruit de l'instrument (le CAG) grace à un outils mathématique appelé **la variance d'Allan**. L'idée est que entre deux mesures consécutives, le signal varie peu et que seul le bruit de l'instrument va changer le résultat. \n", "\n", "La variance d'Allan est définie par : \n", "\n", "$$\\sigma_\\mathrm{Allan}^2 = \\frac{1}{2} \\left<\\left(x_{l+1} - x_l\\right)^2\\right>_l$$\n", "\n", "7. (facultative) Question de statistique: vérifier que si les $x_i$ sont indépendants, $\\sigma_\\mathrm{Allan}$ correspond à l'écart type des $x$." ] }, { "cell_type": "markdown", "id": "6ba3391a", "metadata": { "tags": [ "sol" ] }, "source": [ "On note :\n", "\\begin{equation}\n", "\\mu = \\left = \\left\n", "\\end{equation}\n", "\n", "On peut alors dire que :\n", "\\begin{equation}\n", "\\sigma_\\mathrm{Allan}^2 = \\frac{1}{2} \\left<\\left((x_{l+1} - \\mu) - (x_l - \\mu)\\right)^2\\right>_l\n", "\\end{equation}\n", "\n", "\\begin{equation}\n", "\\sigma_\\mathrm{Allan}^2 = \\frac{1}{2} \\left( \n", "\\left<\\left(x_{l+1} - \\mu\\right)^2\\right>_l + \n", "\\left<\\left(x_{l} - \\mu\\right)^2\\right>_l + \\left<\\left(x_{l+1} - \\mu\\right)\\left(x_{l} - \\mu\\right)\\right>_l\n", "\\right)\n", "\\end{equation}\n", "\n", "\n", "Les deux premiers termes correspondent à la variance standard. Le troisième est nul dans le cas où les $x_i$ sont indépendants. CQFD" ] }, { "cell_type": "markdown", "id": "6b1ddd38", "metadata": {}, "source": [ "8. Écrire une fonction ``allan_variance(x)`` qui calcule la variance d'Allan d'un jeu de données x. Bien que ce ne soit pas exactement le cas, nous allons ici supposer que chaque mesure du CAG est réalisée pendant un temps $\\tau_0=177$ s. Calculer **l'écart type d'Allan** $\\sigma_{Allan}(\\tau_0)$ du jeu de données du CAG et vérifier que l'on a le même ordre de grandeur qu'à la question 6." ] }, { "cell_type": "markdown", "id": "f21444f3", "metadata": {}, "source": [ "8. (bis) Si ce n'est pas déjà fait, écrire la fonction ``allan_variance(x)`` sans boucle for." ] }, { "cell_type": "code", "execution_count": 8, "id": "06e1f55a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Écart type d'Allan de la mesure de g\n", "- Gravimètre atomique : 13.5 nm/s2\n", "- iGRAV : 0.010 nm/s2\n" ] } ], "source": [ "def allan_variance(x):\n", " return 1/2*np.mean((x[1:]-x[:-1])**2)\n", "\n", "cag_allan_std = np.sqrt(allan_variance(CAG[mask]))\n", "igrav_allan_std = np.sqrt(allan_variance(iGRAV[mask]))\n", "\n", "print(\"Écart type d'Allan de la mesure de g\")\n", "print(f\"- Gravimètre atomique : {cag_allan_std:5.1f} nm/s2\")\n", "print(f\"- iGRAV : {igrav_allan_std:5.3f} nm/s2\")\n", "\n" ] }, { "cell_type": "markdown", "id": "034b8f05", "metadata": { "tags": [ "sol" ] }, "source": [ "Ceci montre que le bruit provient bien du gravimètre atomique. \n", "Ce qui pouvait se voir sur les courbes de la question 2." ] } ], "metadata": { "celltoolbar": "Tags", "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": "3.8.8" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }