{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f552a318-af99-46f7-8da1-b7890a179590",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-10T02:33:16.107394Z",
     "iopub.status.busy": "2026-08-10T02:33:16.107133Z",
     "iopub.status.idle": "2026-08-10T02:33:19.453586Z",
     "shell.execute_reply": "2026-08-10T02:33:19.452638Z",
     "shell.execute_reply.started": "2026-08-10T02:33:16.107373Z"
    }
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.colors import LogNorm\n",
    "from matplotlib.patches import Polygon, Rectangle, Ellipse, Patch\n",
    "from matplotlib.path import Path\n",
    "import matplotlib.patches as patches\n",
    "\n",
    "from lsst.rsp import RSPDiscovery\n",
    "from rubin_sim.phot_utils import DustValues"
   ]
  },
  {
   "cell_type": "raw",
   "id": "e4ca692a-6002-4354-95a1-80f0913c0501",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-06T20:59:47.633453Z",
     "iopub.status.busy": "2026-08-06T20:59:47.633049Z",
     "iopub.status.idle": "2026-08-06T20:59:47.637625Z",
     "shell.execute_reply": "2026-08-06T20:59:47.636696Z",
     "shell.execute_reply.started": "2026-08-06T20:59:47.633430Z"
    }
   },
   "source": [
    "Gaia Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "34a6c660-3a7c-48c5-9091-da744e286b54",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-10T02:33:19.454706Z",
     "iopub.status.busy": "2026-08-10T02:33:19.454385Z",
     "iopub.status.idle": "2026-08-10T02:33:19.625018Z",
     "shell.execute_reply": "2026-08-10T02:33:19.623983Z",
     "shell.execute_reply.started": "2026-08-10T02:33:19.454690Z"
    }
   },
   "outputs": [],
   "source": [
    "# Trifid Lagoon 20k Gaia Data #\n",
    "\n",
    "trifid_lagoon_data = np.genfromtxt(\"trifid_lagoon_20k_gaia_gspc.csv\", delimiter=',', skip_header=1)\n",
    "\n",
    "trifid_lagoon_20k_g_sdss = trifid_lagoon_data[:,1]\n",
    "trifid_lagoon_20k_i_sdss = trifid_lagoon_data[:,2]\n",
    "trifid_lagoon_20k_r_sdss = trifid_lagoon_data[:,3]\n",
    "trifid_lagoon_20k_y_ps1 = trifid_lagoon_data[:,5]\n",
    "trifid_lagoon_20k_z_sdss = trifid_lagoon_data[:,6]\n",
    "\n",
    "trifid_lagoon_20k_parallax = trifid_lagoon_data[:,9]\n",
    "trifid_lagoon_20k_bp_mean_mag = trifid_lagoon_data[:,12]\n",
    "trifid_lagoon_20k_rp_mean_mag = trifid_lagoon_data[:,13]\n",
    "trifid_lagoon_20k_g_mean_mag = trifid_lagoon_data[:,11]\n"
   ]
  },
  {
   "cell_type": "raw",
   "id": "474b92cc-fb59-4dda-b15c-f70aa5755593",
   "metadata": {},
   "source": [
    "\n",
    "LSST Data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "dc42aa29-24f3-4452-bc8a-51ce61a38c68",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-10T02:33:19.625762Z",
     "iopub.status.busy": "2026-08-10T02:33:19.625611Z",
     "iopub.status.idle": "2026-08-10T02:33:19.686573Z",
     "shell.execute_reply": "2026-08-10T02:33:19.685901Z",
     "shell.execute_reply.started": "2026-08-10T02:33:19.625747Z"
    }
   },
   "outputs": [],
   "source": [
    "# LSST Trifid Lagoon Data #\n",
    "\n",
    "discovery = RSPDiscovery(\"dp2\")\n",
    "service = discovery.get_tap_client()\n",
    "\n",
    "ra_cen = 271.24\n",
    "dec_cen = -23.9\n",
    "radius = 1.069\n",
    "\n",
    "os.environ['RUBIN_SIM_DATA_DIR'] = '/rubin/rubin_sim_data'\n",
    "\n",
    "bands = \"gri\"\n",
    "\n",
    "plt.rcParams[\"font.size\"] = 15\n",
    "plt.rcParams[\"figure.titlesize\"] = 15\n",
    "plt.rcParams[\"legend.fontsize\"] = 12\n",
    "plt.rcParams[\"axes.titlesize\"] = 12"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "bf2696d8-c5b8-469a-88e4-3192a570c1cd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-10T02:34:15.927419Z",
     "iopub.status.busy": "2026-08-10T02:34:15.927161Z",
     "iopub.status.idle": "2026-08-10T02:34:24.059659Z",
     "shell.execute_reply": "2026-08-10T02:34:24.058675Z",
     "shell.execute_reply.started": "2026-08-10T02:34:15.927401Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Job phase is COMPLETED\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><i>Table length=20137</i>\n",
       "<table id=\"table137783073426784\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>coord_ra</th><th>coord_dec</th><th>g_psfMag</th><th>r_psfMag</th><th>i_psfMag</th><th>ebv</th><th>u_psfMag</th><th>z_psfMag</th><th>y_psfMag</th></tr></thead>\n",
       "<thead><tr><th>deg</th><th>deg</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th></tr></thead>\n",
       "<thead><tr><th>float64</th><th>float64</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th></tr></thead>\n",
       "<tr><td>271.84673368569196</td><td>-24.51150159591684</td><td>23.9641</td><td>21.5915</td><td>20.1938</td><td>2.29692</td><td>27.1572</td><td>19.29</td><td>--</td></tr>\n",
       "<tr><td>271.82556499558626</td><td>-24.701542612725177</td><td>25.4676</td><td>23.088</td><td>21.4075</td><td>2.03398</td><td>27.771</td><td>20.6772</td><td>19.8504</td></tr>\n",
       "<tr><td>271.8419943421122</td><td>-24.483513625625534</td><td>25.6756</td><td>23.9579</td><td>21.9409</td><td>2.33959</td><td>27.2786</td><td>21.0107</td><td>20.2099</td></tr>\n",
       "<tr><td>271.82158340410126</td><td>-24.488744854226002</td><td>26.3716</td><td>23.8548</td><td>21.895</td><td>2.33547</td><td>27.9932</td><td>20.9135</td><td>20.3299</td></tr>\n",
       "<tr><td>271.85397565299263</td><td>-24.476121134475363</td><td>26.6899</td><td>24.4806</td><td>22.3205</td><td>2.31082</td><td>29.6269</td><td>21.4997</td><td>23.8004</td></tr>\n",
       "<tr><td>271.85125983013324</td><td>-24.489300809341856</td><td>24.2262</td><td>21.9956</td><td>20.3354</td><td>2.33295</td><td>--</td><td>19.4713</td><td>18.899</td></tr>\n",
       "<tr><td>271.79034190278753</td><td>-24.5268827114629</td><td>23.5842</td><td>21.6919</td><td>20.3916</td><td>2.29696</td><td>27.8822</td><td>19.5786</td><td>19.071</td></tr>\n",
       "<tr><td>271.8363060338635</td><td>-24.520328253719082</td><td>24.7656</td><td>22.7014</td><td>21.0901</td><td>2.29086</td><td>--</td><td>20.1502</td><td>19.4862</td></tr>\n",
       "<tr><td>271.8364034251533</td><td>-24.52145855229794</td><td>25.1149</td><td>22.606</td><td>20.8174</td><td>2.28934</td><td>--</td><td>19.7954</td><td>19.1087</td></tr>\n",
       "<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
       "<tr><td>270.8263904420392</td><td>-23.434093153769034</td><td>25.6568</td><td>23.8188</td><td>22.1874</td><td>11.0547</td><td>28.1243</td><td>21.3566</td><td>20.7585</td></tr>\n",
       "<tr><td>270.83010276988944</td><td>-23.348729454608062</td><td>23.1329</td><td>21.0551</td><td>19.9702</td><td>11.7688</td><td>27.7488</td><td>19.3208</td><td>18.8903</td></tr>\n",
       "<tr><td>270.82729003367353</td><td>-23.350586189366595</td><td>23.5618</td><td>21.5215</td><td>20.4477</td><td>11.747</td><td>26.5507</td><td>19.7474</td><td>19.2522</td></tr>\n",
       "<tr><td>270.8539587573608</td><td>-23.42190371398952</td><td>26.3633</td><td>23.8501</td><td>22.1907</td><td>10.4905</td><td>28.785</td><td>21.211</td><td>20.6342</td></tr>\n",
       "<tr><td>270.8587222941131</td><td>-23.361797227879276</td><td>23.4212</td><td>21.2797</td><td>20.118</td><td>11.4876</td><td>26.5776</td><td>19.3546</td><td>18.809</td></tr>\n",
       "<tr><td>270.8138078569953</td><td>-23.408786210177208</td><td>26.2238</td><td>23.0131</td><td>21.2571</td><td>11.1421</td><td>--</td><td>20.1291</td><td>19.3413</td></tr>\n",
       "<tr><td>270.85118247765575</td><td>-23.513090389235597</td><td>22.6048</td><td>20.3255</td><td>19.0462</td><td>9.74029</td><td>25.9155</td><td>18.201</td><td>17.6758</td></tr>\n",
       "<tr><td>270.8281033557563</td><td>-23.514417827815596</td><td>23.5178</td><td>21.2671</td><td>20.0281</td><td>10.137</td><td>27.376</td><td>19.1918</td><td>18.6639</td></tr>\n",
       "<tr><td>270.8453625018485</td><td>-23.36092935742971</td><td>24.1648</td><td>21.8056</td><td>20.6513</td><td>11.504</td><td>--</td><td>19.9056</td><td>19.4226</td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<Table length=20137>\n",
       "     coord_ra           coord_dec      g_psfMag ... u_psfMag z_psfMag y_psfMag\n",
       "       deg                 deg           mag    ...   mag      mag      mag   \n",
       "     float64             float64       float32  ... float32  float32  float32 \n",
       "------------------ ------------------- -------- ... -------- -------- --------\n",
       "271.84673368569196  -24.51150159591684  23.9641 ...  27.1572    19.29       --\n",
       "271.82556499558626 -24.701542612725177  25.4676 ...   27.771  20.6772  19.8504\n",
       " 271.8419943421122 -24.483513625625534  25.6756 ...  27.2786  21.0107  20.2099\n",
       "271.82158340410126 -24.488744854226002  26.3716 ...  27.9932  20.9135  20.3299\n",
       "271.85397565299263 -24.476121134475363  26.6899 ...  29.6269  21.4997  23.8004\n",
       "271.85125983013324 -24.489300809341856  24.2262 ...       --  19.4713   18.899\n",
       "271.79034190278753   -24.5268827114629  23.5842 ...  27.8822  19.5786   19.071\n",
       " 271.8363060338635 -24.520328253719082  24.7656 ...       --  20.1502  19.4862\n",
       " 271.8364034251533  -24.52145855229794  25.1149 ...       --  19.7954  19.1087\n",
       "               ...                 ...      ... ...      ...      ...      ...\n",
       " 270.8263904420392 -23.434093153769034  25.6568 ...  28.1243  21.3566  20.7585\n",
       "270.83010276988944 -23.348729454608062  23.1329 ...  27.7488  19.3208  18.8903\n",
       "270.82729003367353 -23.350586189366595  23.5618 ...  26.5507  19.7474  19.2522\n",
       " 270.8539587573608  -23.42190371398952  26.3633 ...   28.785   21.211  20.6342\n",
       " 270.8587222941131 -23.361797227879276  23.4212 ...  26.5776  19.3546   18.809\n",
       " 270.8138078569953 -23.408786210177208  26.2238 ...       --  20.1291  19.3413\n",
       "270.85118247765575 -23.513090389235597  22.6048 ...  25.9155   18.201  17.6758\n",
       " 270.8281033557563 -23.514417827815596  23.5178 ...   27.376  19.1918  18.6639\n",
       " 270.8453625018485  -23.36092935742971  24.1648 ...       --  19.9056  19.4226"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "query = \"\"\"\n",
    "        SELECT coord_ra, coord_dec, g_psfMag, r_psfMag, i_psfMag, ebv, u_psfMag, z_psfMag, y_psfMag\n",
    "        FROM dp2.Object\n",
    "        WHERE CONTAINS(POINT('ICRS', coord_ra, coord_dec),\n",
    "              CIRCLE('ICRS', {}, {}, {})) = 1\n",
    "        AND refExtendedness = 0\n",
    "        AND g_psfFlux/g_psfFluxErr > 5\n",
    "        AND r_psfFlux/r_psfFluxErr > 5\n",
    "        AND i_psfFlux/i_psfFluxErr > 5\n",
    "        \"\"\".format(ra_cen, dec_cen, radius)\n",
    "\n",
    "job = service.submit_job(query)\n",
    "job.run()\n",
    "job.wait(phases=['COMPLETED', 'ERROR'])\n",
    "print('Job phase is', job.phase)\n",
    "if job.phase == 'ERROR':\n",
    "    job.raise_if_error()\n",
    "\n",
    "df = job.fetch_result().to_table()\n",
    "df"
   ]
  },
  {
   "cell_type": "raw",
   "id": "3769801b-b1a6-4a47-b9df-280a2b76047d",
   "metadata": {},
   "source": [
    "\n",
    "Individual CMDs\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7ab8c166-909a-4e5e-91ac-c3d62abd32df",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-10T02:34:53.131230Z",
     "iopub.status.busy": "2026-08-10T02:34:53.131031Z",
     "iopub.status.idle": "2026-08-10T02:34:54.243711Z",
     "shell.execute_reply": "2026-08-10T02:34:54.242878Z",
     "shell.execute_reply.started": "2026-08-10T02:34:53.131214Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Average extinction in i:  31.689 mag\n",
      "Average reddening in g-i:  24.796 mag\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_band = DustValues().r_x\n",
    "A_band = {band: R_band[band] * df['ebv'] for band in bands}\n",
    "for band in bands:\n",
    "    df[f\"{band}_psfMag0\"] = df[f\"{band}_psfMag\"] - A_band[band]\n",
    "\n",
    "shift_in_i = np.ma.median(A_band['i'])\n",
    "shift_in_gi = np.ma.median(A_band['g'] - A_band['i'])\n",
    "\n",
    "print(f\"Average extinction in i: {shift_in_i: .3f} mag\")\n",
    "print(f\"Average reddening in g-i: {shift_in_gi: .3f} mag\")\n",
    "\n",
    "\n",
    "\n",
    "plt.close()\n",
    "fig, axs = plt.subplots(1,2)\n",
    "x = df[\"g_psfMag\"] - df[\"i_psfMag\"]\n",
    "y = df[\"i_psfMag\"]\n",
    "\n",
    "x0 = df[\"g_psfMag0\"] - df[\"i_psfMag0\"]\n",
    "y0 = df[\"i_psfMag0\"]\n",
    "\n",
    "axs[0].invert_yaxis()\n",
    "# plt.xlim(-1,4)\n",
    "axs[0].scatter(x, y, s = 1, color = 'Blue', label='Observed CMD')\n",
    "# plt.scatter(x0, y0, s = 1, color = 'Black', label='De-reddened CMD')\n",
    "\n",
    "axs[0].set_xlabel('g-i')\n",
    "axs[0].set_ylabel('g')\n",
    "axs[0].legend(loc='best')\n",
    "\n",
    "axs[1].invert_yaxis()\n",
    "# plt.xlim(-1,4)\n",
    "axs[1].scatter(x0, y0, s = 1, color = 'Black', label='De-reddened CMD')\n",
    "\n",
    "axs[1].set_xlabel('g-i')\n",
    "# axs[0].set_ylabel('g')\n",
    "axs[1].legend(loc='best')\n",
    "\n",
    "fig.suptitle('CMD of Trifid (LSST)') \n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "8d8f3130-9167-4be3-9436-0a5b83f2166d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-10T02:34:57.009157Z",
     "iopub.status.busy": "2026-08-10T02:34:57.008891Z",
     "iopub.status.idle": "2026-08-10T02:34:57.428656Z",
     "shell.execute_reply": "2026-08-10T02:34:57.427814Z",
     "shell.execute_reply.started": "2026-08-10T02:34:57.009134Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = df[\"g_psfMag\"] - df[\"i_psfMag\"]\n",
    "y = df[\"g_psfMag\"]\n",
    "\n",
    "plt.figure(figsize=(8, 6))\n",
    "plt.gca().invert_yaxis()\n",
    "plt.scatter(x,y,s = 1, color = 'Blue', label = \"Observed\")\n",
    "plt.xlabel('g - i', fontsize = 16)\n",
    "plt.ylabel('i', fontsize = 16)\n",
    "plt.title(' Color Magnitude Diagram of Trifid Lagoon ', fontsize = 18) \n",
    "observed_patch = patches.Patch(label = \"Observed\", color=\"Blue\")\n",
    "plt.legend(handles = [observed_patch], fontsize = 'large', )\n",
    "plt.show()\n",
    "\n",
    "x2 = trifid_lagoon_20k_g_sdss - trifid_lagoon_20k_i_sdss\n",
    "y2 = trifid_lagoon_20k_i_sdss\n",
    "\n",
    "plt.figure(figsize=(8, 6))\n",
    "plt.gca().invert_yaxis()\n",
    "plt.xlim(-1,4)\n",
    "plt.scatter(x2,y2,s =1, color = 'Red')\n",
    "plt.xlabel('g - i')\n",
    "plt.ylabel('i')\n",
    "plt.title(\"CMD of Trifid Lagoon (GAIA)\") \n",
    "plt.tick_params(top=True, right=True, direction='in')\n",
    "\n",
    "x3 = df[\"g_psfMag0\"] - df[\"r_psfMag0\"]\n",
    "y3 = df[\"i_psfMag0\"]\n",
    "\n",
    "plt.figure(figsize=(8, 6))\n",
    "plt.gca().invert_yaxis()\n",
    "plt.scatter(x3,y3,s = 1, color = 'Black')\n",
    "plt.xlabel('g - i', fontsize = 16)\n",
    "plt.ylabel('i', fontsize = 16)\n",
    "plt.title(' Color Magnitude Diagram of Trifid Lagoon (LSST)', fontsize = 18) \n",
    "dered_patch = patches.Patch(label = \"De-Reddened\", color = \"Black\")\n",
    "plt.legend(handles = [dered_patch], fontsize = 'large')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "raw",
   "id": "4cba83a9-a4b6-4ccb-96da-d2ba91d8b5e0",
   "metadata": {},
   "source": [
    "\n",
    "Gaia and LSST Data CMD Overlay \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f57b2bbf-08b7-44c5-8441-663090984166",
   "metadata": {
    "execution": {
     "iopub.status.busy": "2026-08-10T02:33:28.002967Z",
     "iopub.status.idle": "2026-08-10T02:33:28.003129Z",
     "shell.execute_reply": "2026-08-10T02:33:28.003032Z",
     "shell.execute_reply.started": "2026-08-10T02:33:28.003024Z"
    }
   },
   "outputs": [],
   "source": [
    "R_band = DustValues().r_x\n",
    "A_band = {band: R_band[band] * df['ebv'] for band in bands}\n",
    "for band in bands:\n",
    "    df[f\"{band}_psfMag0\"] = df[f\"{band}_psfMag\"] - A_band[band]\n",
    "\n",
    "shift_in_i = np.ma.median(A_band['i'])\n",
    "shift_in_gi = np.ma.median(A_band['g'] - A_band['i'])\n",
    "\n",
    "print(f\"Average extinction in i: {shift_in_i: .3f} mag\")\n",
    "print(f\"Average reddening in g-i: {shift_in_gi: .3f} mag\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "71611563-e4dd-4c8b-8a44-f43164352633",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-10T02:35:00.444570Z",
     "iopub.status.busy": "2026-08-10T02:35:00.444275Z",
     "iopub.status.idle": "2026-08-10T02:35:01.060466Z",
     "shell.execute_reply": "2026-08-10T02:35:01.059572Z",
     "shell.execute_reply.started": "2026-08-10T02:35:00.444549Z"
    }
   },
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1400x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14, 12))\n",
    "plt.gca().invert_yaxis()\n",
    "plt.scatter(x2,y2,s = 1, color = 'Red')\n",
    "plt.scatter(x,y,s = 1, color = 'Blue')\n",
    "# plt.scatter(x0,y0,s = 1, color = 'Black')\n",
    "plt.xlabel('g - i', fontsize = 16)\n",
    "plt.ylabel('g', fontsize = 16)\n",
    "plt.title(' Color Magnitude Diagram of Trifid Lagoon (LSST and Gaia)', fontsize = 18)\n",
    "\n",
    "Gaia_patch = patches.Patch(color = 'Red', label = \"Gaia\")\n",
    "LSST_patch = patches.Patch(color = 'Blue', label = \"Observed LSST\")\n",
    "# dered_LSST_patch = patches.Patch(color = \"Black\", label = \"Dereddened LSST\")\n",
    "plt.legend(handles = [Gaia_patch, LSST_patch], fontsize = 'large')\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(14, 12))\n",
    "plt.gca().invert_yaxis()\n",
    "plt.scatter(x2,y2,s = 1, color = 'Red')\n",
    "plt.scatter(x,y,s = 1, color = 'Blue')\n",
    "plt.scatter(x0,y0,s = 1, color = 'Black')\n",
    "plt.xlabel('g - i', fontsize = 16)\n",
    "plt.ylabel('g', fontsize = 16)\n",
    "plt.title(' Color Magnitude Diagram of Trifid Lagoon (LSST and Gaia)', fontsize = 18)\n",
    "\n",
    "Gaia_patch = patches.Patch(color = 'Red', label = \"Gaia\")\n",
    "LSST_patch = patches.Patch(color = 'Blue', label = \"Observed LSST\")\n",
    "dered_LSST_patch = patches.Patch(color = \"Black\", label = \"Dereddened LSST\")\n",
    "plt.legend(handles = [Gaia_patch, LSST_patch, dered_LSST_patch], fontsize = 'large')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "eb4be351-a4f9-4146-92de-a4acc839c708",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-10T20:58:18.447111Z",
     "iopub.status.busy": "2026-08-10T20:58:18.446885Z",
     "iopub.status.idle": "2026-08-10T20:58:18.695782Z",
     "shell.execute_reply": "2026-08-10T20:58:18.695119Z",
     "shell.execute_reply.started": "2026-08-10T20:58:18.447094Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "trifid_lagoon_20k_gi_diff_sdss= trifid_lagoon_20k_g_sdss - trifid_lagoon_20k_i_sdss\n",
    "\n",
    "\n",
    "plt.figure(figsize=(14, 12))\n",
    "plt.gca().invert_yaxis()\n",
    "plt.scatter(x2,y2,s = 1, color = 'Red')\n",
    "plt.scatter(x,y,s = 1, color = 'Blue')\n",
    "plt.xlabel('g - i', fontsize = 16)\n",
    "plt.ylabel('g', fontsize = 16)\n",
    "plt.xlim(-1,7.5)\n",
    "plt.title(' Color Magnitude Diagram of Trifid Lagoon (LSST and Gaia)', fontsize = 18)\n",
    "\n",
    "Gaia_patch = patches.Patch(color = 'Red', label = \"Gaia\")\n",
    "LSST_patch = patches.Patch(color = 'Blue', label = \"Observed LSST\")\n",
    "plt.legend(handles = [Gaia_patch, LSST_patch], fontsize = 'large')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d51de1de-19d0-4128-bf71-6046d03da5ab",
   "metadata": {
    "execution": {
     "iopub.status.busy": "2026-08-10T02:33:28.004800Z",
     "iopub.status.idle": "2026-08-10T02:33:28.004948Z",
     "shell.execute_reply": "2026-08-10T02:33:28.004875Z",
     "shell.execute_reply.started": "2026-08-10T02:33:28.004867Z"
    }
   },
   "outputs": [],
   "source": [
    "g_offset = 5.9\n",
    "i_offset = 1.8 \n",
    "y2_shifted = y2 + g_offset\n",
    "x2_shifted = x2 + i_offset\n",
    "\n",
    "plt.figure(figsize=(14, 12))\n",
    "plt.gca().invert_yaxis()\n",
    "plt.scatter(x2_shifted, y2_shifted, s=5, color=\"Red\")\n",
    "plt.scatter(x, y, s=1, color=\"Blue\")\n",
    "\n",
    "plt.xlabel(\"g - i\", fontsize=16)\n",
    "plt.ylabel(\"g\", fontsize=16)\n",
    "plt.xlim(-1, 7.5)\n",
    "plt.title( \"Color Magnitude Diagram of Trifid Lagoon (LSST and Gaia)\", fontsize=18)\n",
    "\n",
    "\n",
    "Gaia_patch = patches.Patch(color=\"Red\", label=\"Gaia (Shifted)\")\n",
    "LSST_patch = patches.Patch(color=\"Blue\", label=\"Observed LSST\")\n",
    "plt.legend(handles=[Gaia_patch, LSST_patch], fontsize=\"large\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7ce1b371-a21e-4b29-a2d9-6fdff4c61d76",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aa97d97d-5898-4ff2-8691-96c6f31ce6a7",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f5a3f931-6eea-4f70-8248-014aae0e5c6f",
   "metadata": {
    "execution": {
     "iopub.status.busy": "2026-08-10T02:33:28.005148Z",
     "iopub.status.idle": "2026-08-10T02:33:28.005314Z",
     "shell.execute_reply": "2026-08-10T02:33:28.005215Z",
     "shell.execute_reply.started": "2026-08-10T02:33:28.005207Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 1. Create a single figure and axis with custom size\n",
    "fig, ax = plt.subplots(figsize=(14, 12))\n",
    "ax.set_aspect('equal')\n",
    "\n",
    "# 2. Plot data\n",
    "ax.scatter(x2, y2, s=1, color='Grey')\n",
    "ax.scatter(x, y, s=1, color='Blue')\n",
    "# ax.scatter(x0, y0, s=1, color='Black')\n",
    "\n",
    "# 3. Invert Y-axis for magnitude scale\n",
    "ax.invert_yaxis()\n",
    "\n",
    "# 4. Labels and Title\n",
    "ax.set_xlabel('g - i', fontsize=16)\n",
    "ax.set_ylabel('g', fontsize=16)\n",
    "ax.set_title('Color Magnitude Diagram of Trifid Lagoon (LSST and Gaia)', fontsize=18)\n",
    "\n",
    "# 5. Create and add the ring (adjust 'radius' as needed)\n",
    "ring = plt.Circle((4.6, 16.2), radius=1.5, color='red', fill=False, linewidth=2)\n",
    "ax.add_patch(ring)\n",
    "\n",
    "# 6. Display plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "195ea38c-8adf-4990-a0d6-acc032b0beb1",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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