{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(ch:45p_preproc)=\n", "# 45P Spectroscopic Preprocessing \n", "This is a note demonstrating the preprocessing of longslit spectroscopy data for 45P. The resulting preprocessed data will be used for a spectroscopic example lecture note in {ref}`ch:specexample`.\n", "\n", "```{note}\n", "I emphasize again that this lecture note does not teach preprocessing. If preprocessing-related lecture is required, I recommend [Matthew Craig's CCD Data Reduction Guide](https://www.astropy.org/ccd-reduction-and-photometry-guide/v/dev/notebooks/00-00-Preface.html).\n", "```" ] }, { "cell_type": "code", "execution_count": 114, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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filefilesizeFILE_IDDATE-OBSEXPTIMEOBJECTIMAGETYPAIRMASSALTITUDEAZIMUTHGRATINGORDERCUTSLIT-WID
0../../Tutorial_Data/45P/rawdata/mls170213_0001...887616012017-02-13T16:18:195.0HD129184Light Frame1.69636.06507-87.65540150WG3201.6
1../../Tutorial_Data/45P/rawdata/mls170213_0002...887616022017-02-13T16:20:0420.0HD129184Light Frame1.68136.42363-87.39473150WG3201.6
2../../Tutorial_Data/45P/rawdata/mls170213_0003...887616032017-02-13T16:21:2820.0HD129184Light Frame1.67036.70704-87.18750150WG3201.6
3../../Tutorial_Data/45P/rawdata/mls170213_0004...887616042017-02-13T16:22:2020.0HD129184Light Frame1.66336.88638-87.05611150WG3201.6
4../../Tutorial_Data/45P/rawdata/mls170213_0005...887616052017-02-13T16:23:1320.0HD129184Light Frame1.65637.06552-86.92411150WG3201.6
..........................................
81../../Tutorial_Data/45P/rawdata/mls170213_0082...8876160822017-02-13T23:12:10600.0DARKDark Frame1.00089.985000.00001150WG3201.6
82../../Tutorial_Data/45P/rawdata/mls170213_0083...8876160832017-02-13T23:22:44600.0DARKDark Frame1.00089.985000.00001150WG3201.6
83../../Tutorial_Data/45P/rawdata/mls170213_0084...8876160842017-02-13T23:33:16600.0DARKDark Frame1.00089.985000.00001150WG3201.6
84../../Tutorial_Data/45P/rawdata/mls170213_0085...8876160852017-02-13T23:43:51600.0DARKDark Frame1.00089.985000.00001150WG3201.6
85../../Tutorial_Data/45P/rawdata/mls170213_0086...8876160862017-02-13T23:54:19600.0DARKDark Frame1.00089.985000.00001150WG3201.6
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86 rows × 13 columns

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" ], "text/plain": [ " file filesize FILE_ID \\\n", "0 ../../Tutorial_Data/45P/rawdata/mls170213_0001... 8876160 1 \n", "1 ../../Tutorial_Data/45P/rawdata/mls170213_0002... 8876160 2 \n", "2 ../../Tutorial_Data/45P/rawdata/mls170213_0003... 8876160 3 \n", "3 ../../Tutorial_Data/45P/rawdata/mls170213_0004... 8876160 4 \n", "4 ../../Tutorial_Data/45P/rawdata/mls170213_0005... 8876160 5 \n", ".. ... ... ... \n", "81 ../../Tutorial_Data/45P/rawdata/mls170213_0082... 8876160 82 \n", "82 ../../Tutorial_Data/45P/rawdata/mls170213_0083... 8876160 83 \n", "83 ../../Tutorial_Data/45P/rawdata/mls170213_0084... 8876160 84 \n", "84 ../../Tutorial_Data/45P/rawdata/mls170213_0085... 8876160 85 \n", "85 ../../Tutorial_Data/45P/rawdata/mls170213_0086... 8876160 86 \n", "\n", " DATE-OBS EXPTIME OBJECT IMAGETYP AIRMASS ALTITUDE \\\n", "0 2017-02-13T16:18:19 5.0 HD129184 Light Frame 1.696 36.06507 \n", "1 2017-02-13T16:20:04 20.0 HD129184 Light Frame 1.681 36.42363 \n", "2 2017-02-13T16:21:28 20.0 HD129184 Light Frame 1.670 36.70704 \n", "3 2017-02-13T16:22:20 20.0 HD129184 Light Frame 1.663 36.88638 \n", "4 2017-02-13T16:23:13 20.0 HD129184 Light Frame 1.656 37.06552 \n", ".. ... ... ... ... ... ... \n", "81 2017-02-13T23:12:10 600.0 DARK Dark Frame 1.000 89.98500 \n", "82 2017-02-13T23:22:44 600.0 DARK Dark Frame 1.000 89.98500 \n", "83 2017-02-13T23:33:16 600.0 DARK Dark Frame 1.000 89.98500 \n", "84 2017-02-13T23:43:51 600.0 DARK Dark Frame 1.000 89.98500 \n", "85 2017-02-13T23:54:19 600.0 DARK Dark Frame 1.000 89.98500 \n", "\n", " AZIMUTH GRATING ORDERCUT SLIT-WID \n", "0 -87.65540 150 WG320 1.6 \n", "1 -87.39473 150 WG320 1.6 \n", "2 -87.18750 150 WG320 1.6 \n", "3 -87.05611 150 WG320 1.6 \n", "4 -86.92411 150 WG320 1.6 \n", ".. ... ... ... ... \n", "81 0.00001 150 WG320 1.6 \n", "82 0.00001 150 WG320 1.6 \n", "83 0.00001 150 WG320 1.6 \n", "84 0.00001 150 WG320 1.6 \n", "85 0.00001 150 WG320 1.6 \n", "\n", "[86 rows x 13 columns]" ] }, "execution_count": 114, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# %matplotlib notebook\n", "%config InlineBackend.figure_format = 'retina'\n", "from IPython.core.interactiveshell import InteractiveShell\n", "InteractiveShell.ast_node_interactivity = 'last_expr' \n", "import numpy as np\n", "from astropy.nddata import CCDData\n", "from matplotlib import pyplot as plt\n", "from astropy.stats import sigma_clipped_stats\n", "\n", "# We need to do it in a separate cell. See:\n", "# https://github.com/jupyter/notebook/issues/3385\n", "plt.style.use('default')\n", "plt.rcParams.update({\n", " 'font.family': 'latin modern math', 'font.size':12, 'mathtext.fontset':'stix', \n", " 'axes.formatter.use_mathtext': True, 'axes.formatter.limits': (-4, 4),\n", " 'axes.grid': True, 'grid.color': 'gray', 'grid.linewidth': 0.5, \n", " 'xtick.top': True, 'ytick.right': True, \n", " 'xtick.direction': 'inout', 'ytick.direction': 'inout',\n", " 'xtick.minor.size': 2.0, 'ytick.minor.size': 2.0, # default 2.0\n", " 'xtick.major.size': 4.0, 'ytick.major.size': 4.0, # default 3.5\n", " 'xtick.minor.visible': True, 'ytick.minor.visible': True\n", "})\n", "import ysfitsutilpy as yfu\n", "from pathlib import Path\n", "\n", "import warnings\n", "from astropy.utils.exceptions import AstropyWarning\n", "warnings.filterwarnings('ignore', append=True, category=AstropyWarning)\n", "\n", "DATAPATH = Path('../../Tutorial_Data/45P/rawdata')\n", "CALPATH = Path('../../Tutorial_Data/45P/calib')\n", "REDPATH = Path('../../Tutorial_Data/45P/reduced')\n", "CALPATH.mkdir(exist_ok=True, parents=True)\n", "REDPATH.mkdir(exist_ok=True, parents=True)\n", "\n", "USEFUL_KEYWORDS = [\"FILE_ID\", \"DATE-OBS\", \"EXPTIME\", \"OBJECT\", \"IMAGETYP\", \"AIRMASS\", \n", " \"ALTITUDE\", \"AZIMUTH\", \"GRATING\", \"ORDERCUT\", \"SLIT-WID\", ]\n", "\n", "TRIMSEC = '[:, 250:1300]' # for 45P\n", "\n", "summary = yfu.make_summary(DATAPATH/\"**.fits\", verify_fix=True, keywords=USEFUL_KEYWORDS, verbose=0)\n", "summary" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{admonition} Example\n", ":class: tip\n", "\n", "1. Look into the header of any file. What is the keyword for the start of the exposure in UT? Is it ``DATE-OBS`` or ``DATE``?\n", "2. Look into the data of a flat file. You can see a vast area of each file is useless (no light). Thus, cropping out central region, you can save nearly half the disk storage! (see `TRIMSEC` in our code)\n", "```\n", "\n", "Now look at the observation sequence:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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7rHr06OH38Zdeeqni483HqmCF5X379unNN98sX9AKAADEHgqpAAAADsnIyPA63r59e0Ta9S2kButl6SncImD//v0lmR58L7/8cvntPXr0UJs2bVRYWKi+fftq+vTp+uOPP/y2MXToUM2aNSus80Vbx44dNXbsWL388svatm2bbr75Zq/7b7nlFocyczv44IOD3p+cnFyl2H379tXYHOrVq6fnnntOO3bs0Ny5cwO25dnTOzc3N+h5fZ1wwgmVipfMFxCnnHKKJOmLL77QqlWr/Ma9/vrrGjRokDp06FDpcwAAgJqBQioAAIBDjj76aK/jn3/+OSLt+rZzzDHHRKRdF8/eg5999pnXfY8//rji4+O1c+dOTZs2TT179lR6errGjh3r1YM1ISFBXbt2jWhedqhfv77uvvtu3X777eW3ff3112GtLm+nXr162RJbVlYWMzns3LlTzz77rCZOnKgjjjhCPXv2VIcOHbymH9i1a1fY55UqfrkRriuuuEKSmZrA3xQAkvTUU0+VxwEAgNhEIRUAAMAh/fr18yr6LFu2LCIFuh9++KF8PzExMeKFVM/h7uvXr/e6b+TIkXrllVe8ClJbtmzRyy+/rIkTJ+qggw5S37599e2330Y0p3Bt3rxZ119/faUfd/PNN6tTp06STKFv5cqVkU6tUsKd91aSmjdvHnZsZQqplWk3kjls27ZN48ePV7t27TRx4kRt3rxZEyZM0BtvvKHffvtN2dnZYZ/LV3p6epUed8IJJ5RPc/D888+XT3PhsmTJEu3cuVPHH398lXMDAADOo5AKAADgkLi4OI0ZM6b8uLi4WEuWLKlWmxs2bNDmzZvLj08++eSAi/JUlefcpnv27Klw/7nnnqvVq1dr1qxZOuussyoUp5YtW6ajjz5aL7zwQkTzCsfq1av12muvVfpxSUlJuvrqq8uPV6xYEcm0EKYPP/xQPXr00AsvvKDOnTvrp59+0scff6yJEycqMzOz2n/rVX18XFycLr/8ckmmp+zs2bO97n/qqad0+eWX2zqHLgAAsB+FVAAAAAfdeOONXiu9v/TSS9Vqz3PO0ri4OK8h6ZGSn59fvp+WluY3Jjk5WRMnTtRbb72lTZs2adu2bXrvvfc0ZswYJSYmqrS0VJdddpnWrFkT8fxCyc3NVWlpaaUfd8ghh5TvN2zYMCK5WJYVkXbqgvnz52vkyJHauXOnunfvru+++069e/d2Oq1y48ePL38tey46lZeXp3fffVfjx493KjUAABAhFFIBAAAclJaW5jVv4muvvVbpeR1dSktLNXPmzPLjs88+O+DK5tWRl5dXvn/YYYeV769cuVKXXHKJ38e0atVKp512mmbPnq3PP/9czZs3V2FhoSMLThUVFVWpR2mrVq3K9zt37hwwzrWCeyiWZSknJ6fSedRVkydPVmFhoSQzF29lpguQpP3793t9CRBpLVu2LO9hvnTpUi1dulSS9MILL2jEiBFecwsDAIDYRCEVAADAYf/+97/Le9bt27dP9957b5XaeeaZZ7Rx40ZJUvv27fXUU09FKkUvv/zyS/n+qFGjyve3bt2qF198UTt27Aj6+GHDhumBBx6QJP3++++25BjKq6++WunHuBbK6tChg3r06BEwLtzeqlu2bAm4Qj28/fjjj/r1118lSY0aNaqwUJsn12vA15w5c7ymZ7CD55cirl6pM2bMKB/2DwAAYhuFVAAAAIc1aNBAb731llq0aCFJevDBB7V48eJKtbFu3bryRZSSk5P1xhtvKDU1tVJthFPU27Vrl+bNmyfJDHU/66yzvO4vKSnRu+++G7Kdww8/XJLUunXrSuUYKbNmzar0okTz58+XJN12221B41wLQRUXFweN+/777yt1/rrMcwqI7t27B+31++OPP0YjJb8GDBigvn37SpJmz56tN998Uw0aNCj/ewcAALGNQioAAEANcOCBB+qbb75R+/btVVpaqrPOOivsleG3bdum0047Tbt371azZs302WefaeDAgZXOYcaMGSFjHnzwQeXn56thw4Z69tln/Ra07r333gqrlvtau3atJKlfv34V7isuLtZFF12klJQUDR06NGAPw+rIzc3V6NGjVVJSElb82rVrNXPmTB1++OGaMGFC0FhXb8nt27cHjbv33nvLi65FRUVh5VFXtWvXrnzf9bcTyNtvv+13UafCwsJKTwdQFZMnT5YkFRQUaMKECV69VAEAQGyjkAoAAFBD9OrVSwsXLtTgwYO1efNmDR8+XF9++WXQxyxbtkxDhw7Vr7/+ql69emnBggUaNmxYpc89ZswYffbZZ7rrrrsCxrzyyiu655571LBhQ82ZM8drflRPq1ev1tSpU1VWVub3/pKSEt1333066KCD/BYlX331Vb300kvavXu35s+fr1tvvbXSzyeU+Ph4bd++Xccff7w2bNgQNDY7O1vnn3++GjRooJkzZ4Zcef3MM8+UZKYC+Ouvv/zG3HPPPerVq1f5lA45OTkh50vdv39/+X6owqtnrGte0XBiQy1+VdV2q5vDoEGDyn9XO3fu1HPPPee3ndmzZ2vx4sWaNGlSeazLxo0b/RbuPc8dqhdxOM4555zyAnl8fLzOO++8arcJAABqBgqpAAAANUhaWprmz5+v1157TYmJiTr22GN19tln65NPPtHevXslmaLUN998o4svvlj9+/fX9u3b9dhjj2n58uXq2bNnpc9Zr1493XPPPfryyy/19ttv65JLLtGKFStkWZaKi4v1448/6oILLtCFF16ofv36aeHChTr11FMDtjd8+HBt2LBBQ4cO1VdffVU+Z+rOnTv1v//9T8OGDdPOnTs1e/bs8lXOPUVjJfsbbrhBP/30kwYPHqzBgwdrypQp+vrrr70W0vrrr7/04osvqm/fvsrPz9e3336rQw45JGTbZ5xxhsaNGydJOumkk7Ro0SJZlqWSkhItXrxYEyZM0Oeff67HH3+8/DHFxcU64ogjNGXKFP3zn/+s0ObKlSv1xx9/lB+///77AX9Pf//9txYtWlR+/OGHH6q0tNRvrOdUDZL0ySefBCwm+osNVNDdt2+fPv/88/Ljzz//PODUEUVFRfrkk0/Kj7/55psKC67Fx8frq6++0jHHHCNJmjJliu6//35t375dlmVpzZo1mjx5sm677Ta99957uvbaa5WUlKRffvlFn3/+uXbt2qWFCxfq5JNPDvqcXn755ZC9qUNp2LBh+b//2LFj1ahRo2q1BwAAahALAAAANVJpaak1b948a/LkydbAgQOtjIwMq2XLllZaWprVv39/a8KECdbHH39sFRUVVfkc48aNs8aPH19+XFxcbD3zzDPW8OHDrQ4dOlgpKSlWly5drIsuusj68MMPg7a1bNky64gjjrDy8vKssrIy64UXXrAGDRpkNWrUyEpJSbFSU1OtYcOGWY8//rhVXFwcsJ2ioiLrwgsvtBo3bmwNHjzY2rBhQ5Wfn6/ly5dbgwYN8vqd5eXlWS+88IJ1/vnnW7169bI6depU/ns+8cQTreeffz5ovoG8++671qhRo6yOHTtazZs3t1q3bm317dvXevzxx63CwkLLsizruOOOs9q1a2cdcsgh1jHHHGOdc8451pVXXlneRu/eva3GjRtbkips9evXt1q0aFH++xkxYoSVkpLiNzYpKclq3ry59d1331mWZVmTJ0+2mjZtasXFxVWITUhIsFq0aGG9/vrrIWMTExOt5s2bl8fed999VrNmzayEhAS/7TZr1sy67777LMuyrNdff91q3ry5lZiY6DfnZs2aWVOmTPH6nZaUlFiffPKJddFFF1ndu3e3mjRpYrVt29bq16+fdf/991u7du0qj/3yyy+tvn37Wo0aNbJOO+00648//ii/L9hzkmQ1atTIatmyZaX/zV1+//13S5KVlZVV5TYAAEDNE2dZUfjKHwAAAABqMMuyVFZWptLS0vKfVe1N+v777+vhhx/WV199FeEsAQCAk+o5nQAAAAAAOC0uLk4JCQlKSEiodluPPfaYLr/88ghkBQAAahJ6pAIAAABAhCxfvlwnn3yy1q9fr8TERKfTAQAAEcRiUwAAAAAQJsuydOWVV6pbt26aOXNmhfvvuOMOXXbZZRRRAQCoheiRCgAAAABhWr58ufr06SNJatasmbZv3674eNM/ZdmyZTrmmGO0du1aNW3a1Mk0AQCADeiRCgAAAABhSktLK9/v3LlzeRG1qKhI06ZN04MPPkgRFQCAWopCKgAAAACEqXXr1po4caLatm2r559/XpL066+/asSIETr44IM1YcIEhzMEAAB2YWg/AAAAAFRCcXGxHnnkEb388svatWuXOnTooCuuuELnnHOO06kBAAAbUUgFAAAAAAAAgBAY2g8AAAAAAAAAIVBIBVAtmzZtUlxcnOLi4rRp0yan0wFiHq8pIPJ4XQGRxWsKiCxeU0DsoJAKAAAAAAAAACFQSAUAAAAAAACAECikAkAAmZmZyszMdDqNiOI5wUm18d+K5wQn1cZ/K54TnFQb/61q43OSau/zqm1q479TbXxOqJx6TicAoGry8vL07rvvSpI6d+6s+vXrO5JHdnZ2+f7y5cu1detWR/Kww759+yRJS5YscTiTyOE51Xy8pmILzyk21NbXVW38t+I5xQZeU7GjNj4nqfY9L15TscP1nObPn681a9ZIks444ww1a9bMwawQTXGWZVlOJwGg8l544QWNHz/e6TQAAAAAAKiznn/+eY0bN87pNBAlDO0HAAAAAAAAgBAY2g/EqM6dO5fvP//8847N05Kdna0RI0ZIkl588UUddNBBjuRhh9GjR0uS5s6d63AmkcNzqvl4TcUWnlNsqK2vq9r4b8Vzig28pmJHbXxOUu17XrymYofrOd1+++3lI0Q9P5uj9qOQCsQozzlRMzMz1b9/f0fy2LRpk1ce/fr1cyQPOzRs2FCSHPvd2oHnVPPxmootPKfYUFtfV7Xx34rnFBt4TcWO2vicpNr3vHhNxQ7Xc/L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" ] }, "metadata": { "image/png": { "height": 382, "width": 681 } }, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 1, figsize=(7, 4))\n", "ax2 = axs.twinx()\n", "axs.grid(False, axis=\"y\")\n", "ax2.grid(False)\n", "axs.plot(summary[\"FILE_ID\"], summary[\"OBJECT\"], \"b+:\")\n", "ax2.plot(summary[\"FILE_ID\"], summary[\"EXPTIME\"], \"r+\")\n", "axs.set(xlabel=\"File ID\", ylabel=\"Object\", title=\"Obs. Summary\")\n", "ax2.set(yscale=\"log\")\n", "for ax, lab, color in zip([axs, ax2], ['OBJECT', 'EXPTIME [sec]'], ['b', 'r']):\n", " ax.set_ylabel(lab, color=color)\n", " ax.tick_params(axis='y', which='both', color=color, labelcolor=color)\n", "\n", "plt.tight_layout()\n", "plt.show();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is composed of\n", "1. Star (HD 129184), 5 exposures (exposure time varied)\n", "2. Comparison lamp, 6 exposures\n", "3. Flat lamp, 10 exposures\n", "4. Target (45P), 3 exposures (exposure time varied)\n", "5. Star (HD 129184), 2 exposures\n", "6. Dark frames with varying exposure times.\n", "\n", "Sometimes, when the accuracy of the λ matters (e.g., redshift measurements), a comparison image is taken multiple times before or after taking the target images. This is because the µm-scale distortion of the instrument due to gravity, wind, thermal expansion, etc. during the observation can change the λ(x, y) function. One pixel difference can make a huge error in, e.g., the redshift. In this observation, that's not the case, so I can simply merge (combine) all the six comparison lamp images to make the \"master comparison lamp\" image. Similarly, I can make the master flat and dark.\n", "\n", "* If you have looked into the raw comparison lamp data, you may notice the images change over exposure. However, if you find the peak position of each emission line, you will notice the peak position is relatively stable within ≲ 0.5 pixel. Thus, it is justified to use all comparison lamp images together.\n", "\n", "### Master Dark" ] }, { "cell_type": "code", "execution_count": 86, "metadata": {}, "outputs": [], "source": [ "# Master dark\n", "_medcomb_kw = dict(combine=\"median\", reject=\"sc\", output_verify=\"fix\", overwrite=True, trimsec=TRIMSEC)\n", "\n", "summary_dark = summary.loc[summary[\"OBJECT\"] == \"DARK\"].copy()\n", "mdarks = {}\n", "for exptime in summary_dark[\"EXPTIME\"].unique():\n", " _s = summary_dark.loc[summary_dark[\"EXPTIME\"] == exptime].copy()\n", " mdarks[exptime] = yfu.imcombine(\n", " _s[\"file\"].tolist(), **_medcomb_kw, output=CALPATH/f\"mdark_{exptime:.1f}.fits\"\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Important Note on Dark\n", "Unfortunately, we do not have bias or dark with EXPTIME=1200.\n", "\n", "Also, if you look at EXPTIME=600 dark images (especially the combined image), you see a clear sign of a light leak. Hence, using 600s dark may be problematic (depending on the cause of the light leak).\n", "\n", "Therefore, we cannot scale dark images nor subtract 1200s dark from \"45P\" images with that exposure. How should we subtract dark properly in this case? This is a possible workaround:\n", "\n", "1. First, using the raw images of the shortest exposure (0.5s, because there is no real bias image with EXPTIME==0), get a rough estimate of the readout noise in ADU. Call it ``rdn_adu``, which is roughly the standard deviation of the pixels in a frame: ``rdn_adu`` $\\approx$ ``std(dark_0.5s)``. \n", " * We will have 10 such estimates. Take the median of them and use it as the ``rdn_adu``.\n", "2. A pixel in any master dark frame will have an uncertainty (standard error) of at least ``rdn_adu``$/\\sqrt{n}$ \n", " * $n = 10$, is the number of frames combined. \n", "3. If ``diff = mdark_20s - mdark_0.5s``, each pixel will have roughly $2\\times$``rdn_adu``$/\\sqrt{n}$ uncertainty. Then we can make a \"hot pixel mask\" by using ``mask = diff > k*sigma`` (k-sigma), where ``sigma = 2*rdn_adu/√10`` (note, we have to multiply 2 here).\n", "4. For these pixels, ``dark_adups = diff[mask]/19.5`` will be the \"dark ADU/sec\" map.\n", "5. For any exposure time, ``mdark_0.5s + dark_adups*EXPTIME`` will be a possible dark map." ] }, { "cell_type": "code", "execution_count": 230, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/b1/mdnx6bfn6_v7p70xc3hpc9vh0000gn/T/ipykernel_5377/1757474960.py:19: RuntimeWarning: invalid value encountered in scalar divide\n", " axs.errorbar(exptime, (np.median(vals) - zero)/(exptime-0.5), yerr=np.std(vals), color=f\"C{idx}\",\n" ] }, { "data": { "text/plain": [ "[None, None, Text(0.5, 0, 'Exposure Time [sec]'), Text(0, 0.5, 'Counts')]" ] }, "execution_count": 230, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 376, "width": 616 } }, "output_type": "display_data" } ], "source": [ "dark1d = mdarks[20.].data.flatten()\n", "ntop = 10\n", "idxs = np.argpartition(dark1d, -ntop)[-ntop:]\n", "\n", "topvals = {}\n", "for _, row in summary_dark.iterrows():\n", " _topvals = (yfu.imslice(CCDData.read(row[\"file\"], unit=\"adu\"), trimsec=TRIMSEC).data.flatten())[idxs]\n", " topvals.setdefault(row[\"EXPTIME\"], []).append(_topvals)\n", "\n", "for key in topvals:\n", " topvals[key] = np.array(topvals[key])\n", " \n", "fig, axs = plt.subplots(1, 1, figsize=(7, 4))\n", "\n", "for idx in range(ntop):\n", " zero = np.median(topvals[0.5][:, idx])\n", " for exptime in topvals.keys():\n", " vals = topvals[exptime][:, idx]\n", " axs.errorbar(exptime, (np.median(vals) - zero)/(exptime-0.5), yerr=np.std(vals), color=f\"C{idx}\", \n", " marker=\"x\", ls=\"none\", capsize=3)\n", " \n", "axs.set(xscale=\"log\", yscale=\"log\", xlabel=\"Exposure Time [sec]\", ylabel=\"Counts\")\n" ] }, { "cell_type": "code", "execution_count": 222, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{0.5: [937.0,\n", " 933.0,\n", " 943.5,\n", " 987.5,\n", " 1142.0,\n", " 946.0,\n", " 943.5,\n", " 963.5,\n", " 1045.5,\n", " 1031.0],\n", " 1.0: [949.0,\n", " 948.5,\n", " 955.5,\n", " 1012.0,\n", " 1206.5,\n", " 952.0,\n", " 947.0,\n", " 977.0,\n", " 1082.5,\n", " 1051.0],\n", " 5.0: [1013.5,\n", " 1006.0,\n", " 1023.0,\n", " 1157.5,\n", " 1625.0,\n", " 1027.0,\n", " 1023.0,\n", " 1075.0,\n", " 1311.0,\n", " 1274.0],\n", " 10.0: [1091.0,\n", " 1086.5,\n", " 1118.5,\n", " 1327.0,\n", " 2121.5,\n", " 1122.5,\n", " 1115.5,\n", " 1187.0,\n", " 1605.0,\n", " 1531.5],\n", " 20.0: [1243.0,\n", " 1248.5,\n", " 1295.0,\n", " 1706.5,\n", " 3113.5,\n", " 1308.5,\n", " 1295.0,\n", " 1452.0,\n", " 2183.5,\n", " 2049.5],\n", " 600.0: [10276.0,\n", " 10309.0,\n", " 11693.0,\n", " 21867.0,\n", " 33117.5,\n", " 11320.5,\n", " 10840.5,\n", " 15660.5,\n", " 31574.0,\n", " 28870.5]}" ] }, "execution_count": 222, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topvals_meds" ] }, { "cell_type": "code", "execution_count": 218, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([28803, 28829, 28999, 29021, 28933, 28889, 28835, 28921, 28819,\n", " 28852], dtype=uint16)" ] }, "execution_count": 218, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topvals[exptime][:, idx]" ] }, { "cell_type": "code", "execution_count": 197, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ] }, "execution_count": 197, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "pd.DataFrame.from_dict(topvals)" ] }, { "cell_type": "code", "execution_count": 190, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[0;31mSignature:\u001b[0m\n", "\u001b[0myfu\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimslice\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mccd\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mtrimsec\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mfill_value\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0morder_xyz\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mupdate_header\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mverbose\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mDocstring:\u001b[0m\n", "Slice the CCDData using one of trimsec, bezels, or slices.\n", "\n", "Paramters\n", "---------\n", "ccd : CCDData, ndarray\n", " The ccd to be sliced. If ndarray, it will be converted to CCDData with\n", " dummy unit (\"ADU\").\n", "\n", "trimsec : str, int, list of int, list of slice, None, optional\n", " It can have several forms::\n", "\n", " * str: The FITS convention section to trim (e.g., IRAF TRIMSEC).\n", " * [list of] int: The number of pixels to trim from the edge of the\n", " image (bezel). If list, it must be [bezel_lower, bezel_upper].\n", " * [list of] slice: The slice of each axis (`slice(start, stop,\n", " step)`)\n", "\n", " If a single int/slice is given, it will be applied to all the axes.\n", "\n", "order_xyz : bool, optional\n", " Whether the order of trimsec is in xyz order. Works only if the\n", " `trimsec` is bezel-like (int or list of int). If it is slice-like,\n", " `trimsec` must be in the pythonic order (i.e., ``[slice_for_axis0,\n", " slice_for_axis1, ...]``).\n", "\n", "fill_value : None, float-like, optinoal.\n", " If `None`, it removes the pixels outside of it. If given as float-like\n", " (including `np.nan`), the bezel pixels will be replaced with this\n", " value.\n", "\n", "Notes\n", "-----\n", "Similar to ccdproc.trim_image or imcopy. Compared to ccdproc, it has\n", "flexibility, and can add LTV/LTM to header.\n", "\u001b[0;31mFile:\u001b[0m ~/Dropbox/github/ysfitsutilpy/ysfitsutilpy/hduutil.py\n", "\u001b[0;31mType:\u001b[0m function" ] } ], "source": [ "yfu.imslice?" ] }, { "cell_type": "code", "execution_count": 182, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 479, "width": 782 } }, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 1, figsize=(8, 5), sharex=False, sharey=False, gridspec_kw=None)\n", "\n", "axs.plot(dark1d)\n", "[axs.axvline(i, color=\"k\", alpha=0.5) for i in idxs]\n", "\n", "raveled = np.zeros_like(dark1d)\n", "for i in range(66, 70):\n", " ccd = yfu.imslice(CCDData.read(summary_dark.loc[i][\"file\"], unit=\"adu\"), trimsec=TRIMSEC)\n", " raveled += ccd.data.ravel()\n", "axs.plot(raveled/4, \"r\", lw=1, alpha=0.8)\n", "\n", "plt.tight_layout()\n", "plt.show();" ] }, { "cell_type": "code", "execution_count": 179, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([3507., 3580., 3587., ..., 3592., 3588., 3581.], dtype=float32)" ] }, "execution_count": 179, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raveled" ] }, { "cell_type": "code", "execution_count": 126, "metadata": {}, "outputs": [], "source": [ "# rough read noise in ADU:\n", "rdn_adus = []\n", "for _, row in summary_dark.iterrows():\n", " if row[\"EXPTIME\"] == 0.5:\n", " rdn_adus.append(sigma_clipped_stats(CCDData.read(row[\"file\"], unit=\"adu\"))[2])\n", " \n", "rdn_adu = np.median(rdn_adus)\n", "\n", "diff = mdarks[20.].data - mdarks[0.5].data\n", "sigma = 2*rdn_adu/np.sqrt(len(rdn_adus))\n", "mask = diff > 5*sigma\n", "dark_adups = np.zeros_like(diff)\n", "dark_adups[mask] = diff[mask]/19.5\n", "dark_adups = CCDData(dark_adups, header=mdarks[20.].header, unit=\"adu\")\n", "dark_adups.header[\"EXPTIME\"] = 1\n", "dark_adups.write(CALPATH/\"dark_adups.fits\", overwrite=True, output_verify=\"fix\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From now on, we can use \n", "* 0.5-sec master dark as a master bias image.\n", "* ``dark_adups`` as the master dark (with proper scaling with exposure time)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Master Flat" ] }, { "cell_type": "code", "execution_count": 128, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "HISTORY [yfu.biascor] Bias subtracted (BIASFRM = ../../Tutorial_Data/45P/calib/mdark_0.5.fits)\n", "HISTORY ..................................(dt = 0.002 s) 2023-09-27T07:16:19.564\n", "HISTORY [yfu.darkcor] Dark scaled by exptime: (t_data/t_dark) = (1.000/1.000) = 1.000\n", "HISTORY .................................................2023-09-27T07:16:19.567\n", "HISTORY [yfu.darkcor] Dark subtracted (DARKFRM = ../../Tutorial_Data/45P/calib/dark_adups.fits)\n", "HISTORY ..................................(dt = 0.004 s) 2023-09-27T07:16:19.569\n" ] } ], "source": [ "# Master flat\n", "# NOTE: all flat files have EXPTIME 1 sec \n", "ccdred_kw = dict(mbias=mdarks[0.5], mbiaspath=CALPATH/\"mdark_0.5.fits\",\n", " mdark=dark_adups, mdarkpath=CALPATH/\"dark_adups.fits\",\n", " dark_scale=True, output_verify=\"fix\", overwrite=True)\n", "summary_flat = summary.loc[summary[\"OBJECT\"] == \"flat\"][\"file\"]\n", "mflat = yfu.imcombine(summary_flat.tolist(), **_medcomb_kw)\n", "mflat = yfu.ccdred(mflat, **ccdred_kw)\n", "normval = np.mean(mflat.data)\n", "mflat.data /= normval\n", "mflat.header.add_history(\"Normalized by mean\")\n", "mflat.header[\"NORMALIZ\"] = (\"mean\", \"Normalized by median\")\n", "mflat.header[\"NORMVAL\"] = (normval, \"Value used for the normalization\")\n", "mflat.write(CALPATH/\"mflat.fits\", overwrite=True, output_verify=\"fix\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Preprocess\n", "\n" ] }, { "cell_type": "code", "execution_count": 129, "metadata": {}, "outputs": [], "source": [ "from astropy.stats import sigma_clipped_stats\n", "\n", "# rough read noise in ADU:\n", "rdn_adu = sigma_clipped_stats(mdarks[0.5], sigma=3.0, maxiters=5)[2] \n", "\n", "for _, row in summary.iterrows():\n", " if row[\"OBJECT\"] not in [\"DARK\", \"flat\", \"comparison\"]:\n", " fpath = Path(row[\"file\"])\n", " ccd = yfu.imslice(CCDData.read(fpath, unit=\"adu\"), trimsec=TRIMSEC)\n", " nccd = yfu.ccdred(\n", " ccd, **ccdred_kw,\n", " mflat=mflat, mflatpath=CALPATH/\"mflat.fits\", \n", " flat_mask=1.e-2, flat_fill=1.e-2,\n", " output=REDPATH/f\"{fpath.name}\", verbose_bdf=0\n", " )" ] }, { "cell_type": "code", "execution_count": 113, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(2.0871549, 5.219533529217314)" ] }, "execution_count": 113, "metadata": {}, "output_type": "execute_result" } ], "source": [] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 482, "width": 782 } }, "output_type": "display_data" } ], "source": [ "from astropy.stats import sigma_clipped_stats\n", "\n", "ccd = CCDData.read(summary[\"file\"].iloc[10], unit=\"adu\")\n", "ccd = yfu.ccdred(\n", " yfu.imslice(ccd, trimsec=TRIMSEC), mdark=mdark, mdarkpath=mdarkpath,\n", " mflat=mflat, mflatpath=CALPATH/\"mflat.fits\", \n", " flat_mask=1.e-2, flat_fill=1,\n", " output=REDPATH/f\"{fpath.name}\", verbose_bdf=0, overwrite=True\n", ")\n", "\n", "fig, axs = plt.subplots(1, 1, figsize=(8, 5), sharex=False, sharey=False, gridspec_kw=None)\n", "\n", "#axs[0].\n", "# axs.imshow(ccd.data[:, 2:50])\n", "# axs.imshow(ccd.data[:, -50:-2])\n", "axs.plot(sigma_clipped_stats(ccd.data[:, 2:50], sigma=3, maxiters=5, axis=1)[1])\n", "axs.plot(sigma_clipped_stats(ccd.data[:, -50:-2], sigma=3, maxiters=5, axis=1)[1])\n", "# axs.plot(sigma_clipped_stats(ccd.data[-50:-2, :]+10, sigma=3, maxiters=5, axis=0)[1])\n", "# axs.plot(sigma_clipped_stats(ccd.data[2:50, :]+10, sigma=3, maxiters=5, axis=0)[1])\n", "\n", "axs.set_aspect('auto')\n", "\n", "\n", "plt.tight_layout()\n", "plt.show();" ] }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/b1/mdnx6bfn6_v7p70xc3hpc9vh0000gn/T/ipykernel_5377/2070970336.py:14: RuntimeWarning: divide by zero encountered in divide\n", " ratio = mdark20/mdark5\n", "/var/folders/b1/mdnx6bfn6_v7p70xc3hpc9vh0000gn/T/ipykernel_5377/2070970336.py:14: RuntimeWarning: invalid value encountered in divide\n", " ratio = mdark20/mdark5\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 396, "width": 782 } }, "output_type": "display_data" } ], "source": [ "import _tool_visualization as vis\n", "\n", "def mkdark(dark, bias):\n", " dark = dark.data - bias\n", " dark[dark < 0] = 0\n", " return dark\n", "\n", "bias = mdarks[0.5].data\n", "mdark600 = mkdark(mdarks[600.], bias)\n", "mdark20 = mkdark(mdarks[20.], bias)\n", "mdark5 = mkdark(mdarks[5.], bias)\n", "\n", "nodarkmask = (mdark20 < 10) | (mdark5 < 10)\n", "ratio = mdark20/mdark5\n", "ratio[nodarkmask] = 0\n", "\n", "yfu.write2fits(mdark5, header=mdarks[5.].header, output=\"test.fits\", output_verify='fix', overwrite=True)\n", "yfu.write2fits(mdark20, header=mdarks[20.].header, output=\"test.fits\", output_verify='fix', overwrite=True)\n", "yfu.write2fits(ratio, header=mdarks[20.].header, output=\"test.fits\", output_verify='fix', overwrite=True)\n", "\n", "yfu.write2fits(mdarks[20.] - mdarks[0.5].data, header=mdarks[20.].header, output=\"test.fits\", output_verify='fix', overwrite=True)\n", "\n", "\n", "fig, axs = plt.subplots(1, 1, figsize=(8, 5), sharex=False, sharey=False, gridspec_kw=None)\n", "\n", "vis.norm_imshow(axs, ratio)\n", "\n", "plt.tight_layout()\n", "plt.show();" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.10.12" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }