{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Seulasten etäisyys ja ikä\n", "\n", "*Muokattu Deborah Baines'in laatimasta python-harjoituksesta*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tässä tehtävässä haetaan avoimeen tähtijoukkoon Seulaset (Plejadit, Messier 45) kuuluvat tähdet Gaia-arkistosta sekä arvoidaan joukon etäisyys ja ikä. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lataa ensin tarvittavat python-modulit:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import astropy.units as u\n", "from astropy.coordinates.sky_coordinate import SkyCoord\n", "from astropy.units import Quantity\n", "from astroquery.gaia import Gaia" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import matplotlib\n", "from matplotlib import colors\n", "\n", "# Estä varoitukset. Lisää eteen #, jos haluat nähdä ne.\n", "import warnings\n", "warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lataa Gaia-arkiston taulukot:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Retrieving tables... [astroquery.utils.tap.core]\n", "INFO: Parsing tables... [astroquery.utils.tap.core]\n", "INFO: Done. [astroquery.utils.tap.core]\n" ] } ], "source": [ "tables = Gaia.load_tables(only_names=True)\n", "#for table in (tables):\n", "# print (table.get_qualified_name())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hae tähdet Seulasten näennäisen keskipisteen (R.A. 56.75, Dec. +24.1167) ympäristöstä 3 asteen säteellä. \n", "\n", "Ota mukaan vain ne, joiden ominaisliikkeiden (pmra, pmdec) ja parallaksin (parallax) suhteelliset virheet ovat pienempiä kuin 10%. \n", "\n", "Vaadi lisäksi, että parametrit perustuvat vähintään viiteen havaintokertaan (visibility_periods_used) ja että RUWE-parametri (Re-normalized Unit Weight Error) on korkeintaan 1.4. Tällaisen arvon uskotaan osoittavan, että tähdelle johdetut astrometriset parametrit ovat luotettavia, ja että se todennäkösesti on yksinkertainen tähti ko. havaintotarkkuudella. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Query finished. [astroquery.utils.tap.core]\n" ] } ], "source": [ "job0 = Gaia.launch_job_async(\"SELECT * \\\n", "FROM gaiadr3.gaia_source \\\n", "WHERE CONTAINS(POINT('ICRS',gaiadr3.gaia_source.ra,gaiadr3.gaia_source.dec),\\\n", "CIRCLE('ICRS',56.75,24.1167,3))=1 \\\n", "AND abs(pmra_error/pmra)<0.10 \\\n", "AND abs(pmdec_error/pmdec)<0.10 \\\n", "AND pmra IS NOT NULL AND abs(pmra)>0 \\\n", "AND pmdec IS NOT NULL AND abs(pmdec)>0 \\\n", "AND visibility_periods_used >=5 \\\n", "AND (parallax_error/parallax)<0.1 \\\n", "AND RUWE<=1.4;\", dump_to_file=False) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tarkastellaan valittua taulukkoa ja sen kokoa. Käytä valitulle otokselle esim. nimeä \"r\": " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " source_id ra dec \n", " deg deg \n", "----------------- ------------------ ------------------\n", "64161038966959744 57.58351516512873 22.94404512965766\n", "63488687606258688 56.49400035190123 21.128644697701073\n", "63488829341345024 56.44691798971596 21.134173914278485\n", "63488966780294912 56.465349861263846 21.150816821960543\n", "63489001140030464 56.47860559405783 21.166784845210422\n", "63489722694541056 56.41197797077351 21.164647183966157\n", " ... ... ...\n", "53294776005118464 59.164161564830884 22.099230518469444\n", "53295463197329920 59.22263362544457 22.16272991238701\n", "51781985444184832 58.83012228061413 21.808890921958568\n", "51782569559723904 58.877768074045996 21.855197138139566\n", "51789132270006784 58.95943474283153 21.919262181391773\n", "51789166629740672 58.970214421165394 21.936820094670242\n", "51790644098490368 58.97817439402003 21.94683424572576\n", "Length = 32752 rows\n" ] } ], "source": [ "r = job0.get_results()\n", "print (r['source_id', 'ra','dec'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tähtijoukot erottuvat taustan ja etualan tähdistä ominaisliikkeen perusteella. \n", "\n", "Piirrä haettujen tähtien ominaisliikkeiden jakauma (pmra ja pmdec) käyttäen rajoina pmra: [-30,50] ja pmdec: [-60,-20] mas/yr:\n", "\n", "*Seulaset erottuvat selvästi kuvan alaosassa ominaisliikkeiden pmra ~ 20 mas/yr, pmdec -45 mas/yr tienoilla.* " ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ca55d4f984c6406e82809e9fa3d36033", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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Kopioi ensin \"job0\" alle, ja anna tälle esim. nimi \"job1\". " ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Query finished. [astroquery.utils.tap.core]\n" ] } ], "source": [ "job1 = Gaia.launch_job_async(\"SELECT * \\\n", "FROM gaiadr3.gaia_source \\\n", "WHERE CONTAINS(POINT('ICRS',gaiadr3.gaia_source.ra,gaiadr3.gaia_source.dec),\\\n", "CIRCLE('ICRS',56.75,24.1167,3))=1 \\\n", "AND abs(pmra_error/pmra)<0.10 \\\n", "AND abs(pmdec_error/pmdec)<0.10 \\\n", "AND pmra IS NOT NULL AND abs(pmra)>0 \\\n", "AND pmdec IS NOT NULL AND abs(pmdec)>0 \\\n", "AND pmra BETWEEN 18 AND 22 \\\n", "AND pmdec BETWEEN -48 AND -42 \\\n", "AND visibility_periods_used >=5 \\\n", "AND (parallax_error/parallax)<0.1 \\\n", "AND RUWE<=1.4;\", dump_to_file=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Anna näin valitulle otokselle uusi nimi, esim. \"j\". Tarkastele sen kokoa:" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " ra dec parallax \n", " deg deg mas \n", "------------------ ------------------ ------------------\n", "56.383382651277834 21.246480352393984 7.7480712178475075\n", " 56.29806820079618 21.241338325221804 7.30186058491228\n", " 56.53254973940973 21.345158750529677 7.234548479116474\n", " 58.26896651993362 22.801152586524747 7.293432572419531\n", " 58.31550471151817 22.870486617226987 7.730450865699229\n", "58.256848955762266 22.97990043814057 7.420786200411975\n", " ... ... ...\n", " 57.17979485408404 26.539025300249094 7.610695564329927\n", "57.051972156311926 26.58360374254647 7.582671190496229\n", " 56.99008522853177 26.629052685627993 7.56666014095888\n", " 57.08124849197461 26.64967318022078 6.831768127963201\n", " 57.31748195200527 26.81736178542863 7.402503911495125\n", "57.409403943429396 26.851435079305364 7.310328046118832\n", "57.526829832795514 26.97174736066095 7.469647336402018\n", "Length = 1019 rows\n" ] } ], "source": [ "j = job1.get_results() \n", "print (j['ra','dec','parallax'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plottaa, alkuperäinen otos \"r\" ja ominaisliikkeiden perusteella valittu otos \"j\" samaan kuvaan. Katso mallia kohdasta 6. Käytä eri väriä j-otoksen tähdille, esim. \"plt.scatter(j['pmra'], j['pmdec'], color='b', alpha=0.1,label='Seulaset')\". Staattisen kuvan saat komennolla \"%matplotlib inline\". " ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 80, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "plt.scatter(r['pmra'], r['pmdec'], color='r', alpha=0.1,label='Kaikki')\n", "plt.scatter(j['pmra'], j['pmdec'], color='b', alpha=0.1,label='Seulaset')\n", "plt.xlabel('PM R.A. (mas/yr)')\n", "plt.ylabel('PM Dec. (mas/yr)')\n", "plt.title('Ominaisliikkeiden jakauma')\n", "plt.xlim(-30,50)\n", "plt.ylim(-60,20)\n", "plt.legend()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Alkuperäisen \"r\"-otoksen tähtien parallaksien jakauma voidaan esittää histogrammina seuraavasti:" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Kaikki tähdet: keskim. parallaksi 1.9 +- 2.1 mas\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "bins=np.linspace(0.0,9.0,30)\n", "plt.hist(r['parallax'],bins,density=True,histtype='bar',facecolor='r',edgecolor='k',alpha=0.5,label='Kaikki')\n", "plt.legend(loc='upper right')\n", "plt.xlabel('parallax')\n", "\n", "avg_parallax = np.mean(r['parallax']) \n", "stddev_parallax = np.std(r['parallax']) \n", "\n", "print('Kaikki tähdet: keskim. parallaksi ', (\"%.1f\" % avg_parallax), '+-', (\"%.1f\" % stddev_parallax), 'mas')\n", " \n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tehtävä 3. Piirrä vastaava histogrammi ominaisliikkeiden perusteella valitulle otokselle. Laske samoin parallaksin keskiarvo ja standardipoikkeama. " ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Seulaset: keskim. parallaksi 7.3 +- 0.4 mas\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "bins=np.linspace(0.0,9.0,30)\n", "plt.hist(j['parallax'],bins,density=True,histtype='bar',facecolor='b',edgecolor='k',alpha=0.5,label='Seulaset')\n", "plt.legend(loc='upper right')\n", "plt.xlabel('parallax')\n", "\n", "avg_parallax = np.mean(j['parallax']) \n", "stddev_parallax = np.std(j['parallax']) \n", "\n", "print('Seulaset: keskim. parallaksi ', (\"%.1f\" % avg_parallax), '+-', (\"%.1f\" % stddev_parallax), 'mas')\n", " \n", " \n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tehtävä 4. Piirrä myös etäisyyksien histogrammi sekä laske keskimääräinen etäisyys ja sen standardipoikkeama ominaisliikkeiden perusteella valituille tähdille.\n", "\n", "Etäisyys parsekeissa on parallaksin käänteisluku. Koska Gaian parallaksi on annettu millikaarisekunneissa, sen käänteisluku antaa etäisyyden kiloparsekeissa. Määrittele siis esim. muuttuja \"distance=1000.0/j['parallax']\".\n", "\n", "Apua etäisyyden standardipoikkeamaan: Kun y=1/x, dy = dx/x^2." ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Seulaset: keskim. etäisyys 136.1 +- 8.0 pc\n" ] }, { "data": { "image/png": "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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "distance=1000.0/j['parallax']\n", "bins=np.linspace(80.0,200.0,20)\n", "\n", "plt.hist(distance,bins,density=True,histtype='bar',facecolor='b',edgecolor='k',alpha=0.5,label='Seulaset')\n", "plt.legend(loc='upper right')\n", "plt.xlabel('parallax')\n", "avg_distance=1000.0/avg_parallax\n", "stddev_distance=1000.0/(avg_parallax**2)*stddev_parallax\n", "print('Seulaset: keskim. etäisyys ', (\"%.1f\" % avg_distance), '+-', (\"%.1f\" % stddev_distance), 'pc')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Piirrä valittujen tähtien jakauma taivaalla.\n", "\n", "Oheisessa kuvassa alkuperäisen otoksen tähtitiheys on esitetty pikselikarttana ja ominaisliikkeiden perusteella Seulasiin todennäköisesti kuuluvat tähdet on esitetty punaisina pisteinä.\n" ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ra=r['ra'].data\n", "dec=r['dec'].data\n", "ra0,dec0=[56.75,24.1167] # M45\n", "c0=SkyCoord(ra0,dec0,unit='deg',frame='icrs')\n", "\n", "jra=j['ra'].data\n", "jdec=j['dec'].data\n", "\n", "plt.rc('text', usetex=True)\n", "\n", "fig, ax = plt.subplots(figsize=(10, 8))\n", "h = ax.hist2d(ra, dec, bins=50, cmin=5, norm=colors.PowerNorm(0.5), zorder=0.5)\n", "\n", "ax.scatter(ra, dec, alpha=0.1, s=1, color='k', zorder=0.5)\n", "ax.invert_xaxis()\n", "cb = fig.colorbar(h[3], ax=ax, pad=0.02)\n", "ax.set_xlabel(r'R.A.')\n", "ax.set_ylabel(r'Dec.')\n", "cb.set_label(r'Tähtitiheys')\n", "\n", "ax.scatter(jra, jdec, color='r', s=10,zorder=1,label='Seulaset')\n", "plt.legend(loc='upper right')\n", "\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tehtävä 5. Piirrä Seulasten väri-magnitudi-diagrammi G vs. GB-GR. Tällöin siis x-akselilla on väri GB-GR, joka saadaan taulukosta kirjoittamalla j['phot_bp_mean_mag']-j['phot_rp_mean_mag'] (kun otoksesi nimi on \"j\"), ja y-akselilla on näennäinen G-magnitudi j['phot_g_mean_mag']. xy-plotti saadaan aikaan komennolla plt.scatter(x,y).\n", "\n", "Valitse y-akselin rajat magnitudikonvention mukaisesti niin, että pienet arvot ovat ylhäällä (plt.ylim(max,min)). Jätä pois 20 magnitudia heikommat tähdet, niin että alarajana on 20." ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.scatter(j['phot_bp_mean_mag']-j['phot_rp_mean_mag'],j['phot_g_mean_mag'])\n", "plt.xlabel('G_B - G_R (mag)')\n", "plt.ylabel('G (mag)')\n", "plt.ylim(20,6)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lue tähtimalleihin perustuvat väri-magnitudi-diagrammat (CMD) eri-ikäisille tähtipopulaatioille. Tiedot on haettu CMD -tähtimallipalvelusta (http://stev.oapd.inaf.it). Isokroonitaulukot cmd_10myr.dat, cmd_100myr.dat, cmd_300myr.dat ja cmd_1gyr.dat vastaavat 10, 100, 300 ja 1000 miljoonan vuoden ikäisiä tähtipopulaatioita. Absoluuttiset magnitudit on annettu suoraan Gaian G-, GP-, ja GR-suodattimille. Taulukot sisältävät paljon muutakin tietoa, kuten massat,luminositeetit ja efektiiviset lämpötilat, mutta tarvitsemme tässä vain magnitudeja, jotka löytyvät sarakkeista 28-30. " ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [], "source": [ "filenames=['cmd_10myr.dat','cmd_100myr.dat','cmd_300myr.dat','cmd_1gyr.dat']\n", "\n", "gm=[] # Gaian G-magnitudi\n", "bm=[] # Gaian GB-magnitudi\n", "rm=[] # Gaian GR-magnitudi\n", "\n", "\n", "for i in filenames:\n", " table = open('%s' % i).readlines()\n", " gmag=[]\n", " bpmag=[]\n", " rpmag=[]\n", " \n", " for line in table:\n", " line = line.split('#')[0]\n", " line = line.rstrip()\n", " s = line.split()\n", " if len(s) < 2: continue\n", " gmag.append(float(s[28]))\n", " bpmag.append(float(s[29]))\n", " rpmag.append(float(s[30]))\n", " \n", " gm.append(gmag)\n", " bm.append(bpmag)\n", " rm.append(rpmag)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Piirrä teoreettinen väri-magnitudi-diagrammi ylläluettujen taulukkomuuttujien avulla." ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 82, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "lines=['dotted','solid','dashed','dashdot']\n", "linelabels=['10Myr','100 Myr', '300 Myr','1 Gyr']\n", "\n", "for k in range(4):\n", "\n", " x=np.array(bm[k:k+1])-np.array(rm[k:k+1])\n", "\n", " y=np.array(gm[k:k+1])\n", "\n", " plt.plot(x[0][0:200],y[0][0:200],color='r',linestyle=lines[k],label=linelabels[k])\n", " \n", "plt.ylim(13,-4)\n", "\n", "plt.xlim(-2,5)\n", "plt.xlabel('G_B - G_R (mag)')\n", "plt.ylabel('G (mag)')\n", "\n", "plt.legend()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tehtävä 6. Piirrä väri-magnitudi-diagrammi kuten tehtävässä 5, mutta käytä y-muuttujana absoluuttista G-magnitudia. Tämä saadaan vähentämällä G-magnitudista etäisyysmoduli, m-M = 5 lg(d/10 pc). \n", "\n", "Käytännössä, jos otoksen keskimääräinen parallaksi on p=np.mean(j['parallax']), etäisyysmoduli on dm=5.0*np.log(100.0/p)/np.log(10.0), missä log on luonnollinen logaritmi. \n", "\n", "Piirrä samaan kuvaan teoreettiset isokroonit 10, 100, 300 ja 1000 miljoonan vuoden ikäisille tähtipopulaatioille kuten yllä. \n" ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 83, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "p=np.mean(j['parallax'])\n", "dm=5.0*np.log(100.0/p)/np.log(10.0)\n", "\n", "plt.scatter(j['phot_bp_mean_mag']-j['phot_rp_mean_mag'],j['phot_g_mean_mag']-dm)\n", "\n", "lines=['dotted','solid','dashed','dashdot']\n", "\n", "for k in range(4):\n", "\n", " x=np.array(bm[k:k+1])-np.array(rm[k:k+1])\n", "\n", " y=np.array(gm[k:k+1])\n", "\n", " plt.plot(x[0][0:200],y[0][0:200],color='r',linestyle=lines[k],label=linelabels[k])\n", "\n", "plt.ylim(13,-4)\n", "\n", "plt.xlim(-2,5)\n", "plt.xlabel('G_B - G_R (mag)')\n", "plt.ylabel('G (mag)')\n", "\n", "\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Minkä-ikäisestä tähtijoukosta on suurinpiirtein kysymys? \n", "\n", "Nyt voisimme rajata otosta edelleen väri-magnitudi-diagramman avulla, karsimalla selvästi pääsarjan ala- ja yläpuolella sijaitsevat tähdet. Myös parallaksia ja sen keskihajontaa voitaisiin käyttää poistamaan joukkoon kuulumattomia. Uuden otoksen avulla voitaisiin sitten johtaa tarkemmat arviot joukon keskimääräisille astrometrisille parametreille ja iälle. " ] } ], "metadata": { "anaconda-cloud": {}, "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": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 1 }