{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Kepler example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook walks through a few examples that show how to use TRICERATOPS. The examples below show:\n", "\n", "1. How to apply TRICERATOPS on a star observed in a $\\textbf{single}$ ${\\it Kepler}$ quarter $\\textbf{without}$ follow up data." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import time\n", "from lightkurve import KeplerLightCurve\n", "import sys\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "import triceratops.triceratops as tr\n", "\n", "import warnings\n", "warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's apply the tool on Kepler-10b (KIC 11904151), the first terrestrial planet discovered by Kepler (https://ui.adsabs.harvard.edu/abs/2011ApJ...729...27B/abstract).\n", "\n", "Begin by defining the target star object with the `target(ID, sectors)` class. The arguments for this class are `ID` (the KIC ID of the star) and `sectors` (the quarters in which the star was observed). `ID` should be an integer and `sectors` should be a numpy array.\n", "\n", "We'll use quarter 3 for this example, although any combination of quarters would be valid." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "ID = 11904151\n", "sectors = np.array([3])\n", "target = tr.target(ID=ID, sectors=sectors, mission=\"Kepler\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, let's define the aperture used to extract the light curve, plot an image of the field, and display a table of nearby stars.\n", "\n", "The aperture should be a 2D numpy array with the formal `[[col#, row#], [col#, row#], [col#, row#], ...]`, where where each `[col#, row#]` is the column and row number of the pixel.\n", "\n", "An image of the field can be plotted with the `.plot_field(sector, ap_pixels)` method. This method takes as optional arguments `sector` (the image sector you would like to plot) and `ap_pixels` (the aperture we just defined).\n", "\n", "We can display a table of the stars in the image with the `.stars` attribute. This table contains the separation and position angle of each star from the target star, so that each can be identified in the plot. Note that the \"ID\" column lists the TIC ID of each star, not the KIC ID.\n", "\n", "Note that the scale of a TESS pixel is about 20 arcseconds and a Kepler/K2 pixel is about 4." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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IDTmagJmagHmagKmagradecmassradTeffplxsep (arcsec)PA (E of N)
037778079010.47679.8899.5639.496285.67942250.2413061.0171.0897405706.05.3618500.0000.000
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5171721805718.4788NaNNaNNaN285.68220750.251926NaNNaN4923.00.32510238.7679.518
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" ], "text/plain": [ " ID Tmag Jmag Hmag Kmag ra dec mass \\\n", "0 377780790 10.4767 9.889 9.563 9.496 285.679422 50.241306 1.017 \n", "1 1717218059 17.8806 NaN NaN NaN 285.680619 50.245790 1.070 \n", "2 1717218056 20.0671 NaN NaN NaN 285.677382 50.248546 NaN \n", "3 1717218060 17.4027 NaN NaN NaN 285.680220 50.249945 1.030 \n", "4 377780779 15.8564 14.727 14.117 14.075 285.685892 50.249906 0.700 \n", "5 1717218057 18.4788 NaN NaN NaN 285.682207 50.251926 NaN \n", "\n", " rad Teff plx sep (arcsec) PA (E of N) \n", "0 1.089740 5706.0 5.361850 0.000 0.000 \n", "1 0.809877 5895.0 -0.111711 16.375 9.693 \n", "2 NaN NaN 0.879011 26.486 349.788 \n", "3 1.055070 5771.0 -0.004017 31.154 3.380 \n", "4 0.804521 4467.0 0.999995 34.356 25.690 \n", "5 NaN 4923.0 0.325102 38.767 9.518 " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ap = np.array([ [655, 247],\n", " [654, 246], [655, 246], [656, 246],\n", " [655, 245] ])\n", "\n", "target.plot_field(sector=3, ap_pixels=ap)\n", " \n", "target.stars" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now determine which stars in the aperture are bright enough to produce the observed transit. The transit for this TOI has a depth of ~190 ppm. We'll use the `.calc_depths(tdepth, all_ap_pixels)` method to do this. This method takes as arguments `tdepth` (the transit depth of the candidate) and `all_ap_pixels` (a numpy array of all apertures). After doing this, the `.stars` table includes the flux ratio contributed by each star in the aperture and the transit depth each star would have if it were the host of the signal." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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IDTmagJmagHmagKmagradecmassradTeffplxsep (arcsec)PA (E of N)fluxratiotdepth
037778079010.47679.8899.5639.496285.67942250.2413061.0171.0897405706.05.3618500.0000.0009.999993e-010.00019
1171721805917.8806NaNNaNNaN285.68061950.2457901.0700.8098775895.0-0.11171116.3759.6936.626514e-070.00000
2171721805620.0671NaNNaNNaN285.67738250.248546NaNNaNNaN0.87901126.486349.7881.308192e-140.00000
3171721806017.4027NaNNaNNaN285.68022050.2499451.0301.0550705771.0-0.00401731.1543.3804.187665e-190.00000
437778077915.856414.72714.11714.075285.68589250.2499060.7000.8045214467.00.99999534.35625.6902.692696e-220.00000
5171721805718.4788NaNNaNNaN285.68220750.251926NaNNaN4923.00.32510238.7679.5184.131923e-300.00000
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" ], "text/plain": [ " ID Tmag Jmag Hmag Kmag ra dec mass \\\n", "0 377780790 10.4767 9.889 9.563 9.496 285.679422 50.241306 1.017 \n", "1 1717218059 17.8806 NaN NaN NaN 285.680619 50.245790 1.070 \n", "2 1717218056 20.0671 NaN NaN NaN 285.677382 50.248546 NaN \n", "3 1717218060 17.4027 NaN NaN NaN 285.680220 50.249945 1.030 \n", "4 377780779 15.8564 14.727 14.117 14.075 285.685892 50.249906 0.700 \n", "5 1717218057 18.4788 NaN NaN NaN 285.682207 50.251926 NaN \n", "\n", " rad Teff plx sep (arcsec) PA (E of N) fluxratio \\\n", "0 1.089740 5706.0 5.361850 0.000 0.000 9.999993e-01 \n", "1 0.809877 5895.0 -0.111711 16.375 9.693 6.626514e-07 \n", "2 NaN NaN 0.879011 26.486 349.788 1.308192e-14 \n", "3 1.055070 5771.0 -0.004017 31.154 3.380 4.187665e-19 \n", "4 0.804521 4467.0 0.999995 34.356 25.690 2.692696e-22 \n", "5 NaN 4923.0 0.325102 38.767 9.518 4.131923e-30 \n", "\n", " tdepth \n", "0 0.00019 \n", "1 0.00000 \n", "2 0.00000 \n", "3 0.00000 \n", "4 0.00000 \n", "5 0.00000 " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "apertures = np.array([ap])\n", "target.calc_depths(tdepth=0.00019, all_ap_pixels=apertures)\n", "target.stars" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After doing this, we can calculate the probability of each scenario using the `.calc_prob(time, flux_0, flux_err_0, P_orb)` method, which requires as arguments `time` (times from phase-folded light curve in units of days from transit center), `flux_0` (normalized flux from phase-folded light curve), `flux_err_0` (flux error values of the target's phase-folded light curve), and `P_orb` (orbital period of the TOI in days)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# read in the light curve\n", "lc = pd.read_csv(\"Kepler10b_lightcurve.csv\", header=None)\n", "time, flux, flux_err = lc[0].values, lc[1].values, lc[2].values\n", "P_orb = 0.837\n", "\n", "mask = ~np.isnan(flux)\n", "lc = KeplerLightCurve(time=time[mask], flux=flux[mask], flux_err=flux_err[mask])\n", "\n", "lc.plot();" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Calculating TP, EB, and EBx2P scenario probabilities for 377780790.\n", "Calculating PTP, PEB, and PEBx2P scenario probabilities for 377780790.\n", "Calculating STP, SEB, and SEBx2P scenario probabilities for 377780790.\n", "Calculating DTP, DEB, and DEBx2P scenario probabilities for 377780790.\n", "Calculating BTP, BEB, and BEBx2P scenario probabilities for 377780790.\n", "CPU times: user 4min 40s, sys: 50.1 s, total: 5min 30s\n", "Wall time: 3min 47s\n" ] } ], "source": [ "%%time\n", "\n", "target.calc_probs(time=lc.time.value, flux_0=lc.flux.value, flux_err_0=np.mean(lc.flux_err.value), \n", " P_orb=P_orb, parallel=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that that's done, let's check out a table of our results with the `.probs` attribute and calculate the false positive probability and nearby false positive probability using the `.FPP` and `.NFPP` attributes. We expect a scatter of a few percent in our probabilities, so don't be alarmed if it's slightly different with each run. We can also plot the transit fits of each scenario using the `.plot_fits(time, flux_0, flux_err_0)` method." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "FPP = 8.359147213754525e-06\n", "NFPP = 0.0\n" ] }, { "data": { "text/html": [ "
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IDscenarioM_sR_sP_orbinceccwR_pM_EBR_EBprob
0377780790TP1.0170001.0897400.83781.9418870.137458301.9730621.5303570.0000000.0000009.986258e-01
1377780790EB1.0170001.0897400.83762.3060300.125414155.0045030.0000000.9024930.9406140.000000e+00
2377780790EBx2P1.0170001.0897401.67479.8048030.593447271.4459560.0000000.9693061.0343760.000000e+00
3377780790PTP1.0170001.0897400.83783.3799440.099257339.8592992.0556970.0000000.0000001.322033e-03
4377780790PEB1.0170001.0897400.83760.4517310.114222122.5931200.0000000.9532401.0110650.000000e+00
5377780790PEBx2P1.0170001.0897401.67479.7705690.620781266.2995440.0000000.9991981.0780920.000000e+00
6377780790STP0.9511711.0080850.83783.6926810.237393326.5192302.1196610.0000000.0000008.359147e-06
7377780790SEB0.1099030.1337780.83773.5176260.86119910.7409360.0000000.0179330.1000000.000000e+00
8377780790SEBx2P0.1937970.2243271.67487.0990130.827427260.1759410.0000000.1855940.2167430.000000e+00
9377780790DTP1.0170001.0897400.83787.4488630.505783350.3431541.4758520.0000000.0000004.379518e-05
10377780790DEB1.0170001.0897400.83764.7452920.250926205.2660640.0000000.9530281.0107590.000000e+00
11377780790DEBx2P1.0170001.0897401.67479.0955400.508872274.8315620.0000000.9874141.0608500.000000e+00
12377780790BTP1.0020001.0033850.83785.8316150.295998200.49401814.8845910.0000000.0000003.686393e-152
13377780790BEB0.9790000.9202910.83789.4902650.477375331.7362620.0000000.1306060.1598740.000000e+00
14377780790BEBx2P1.2520001.3345531.67474.2550470.001115357.9369480.0000001.2504411.3345530.000000e+00
\n", "
" ], "text/plain": [ " ID scenario M_s R_s P_orb inc ecc \\\n", "0 377780790 TP 1.017000 1.089740 0.837 81.941887 0.137458 \n", "1 377780790 EB 1.017000 1.089740 0.837 62.306030 0.125414 \n", "2 377780790 EBx2P 1.017000 1.089740 1.674 79.804803 0.593447 \n", "3 377780790 PTP 1.017000 1.089740 0.837 83.379944 0.099257 \n", "4 377780790 PEB 1.017000 1.089740 0.837 60.451731 0.114222 \n", "5 377780790 PEBx2P 1.017000 1.089740 1.674 79.770569 0.620781 \n", "6 377780790 STP 0.951171 1.008085 0.837 83.692681 0.237393 \n", "7 377780790 SEB 0.109903 0.133778 0.837 73.517626 0.861199 \n", "8 377780790 SEBx2P 0.193797 0.224327 1.674 87.099013 0.827427 \n", "9 377780790 DTP 1.017000 1.089740 0.837 87.448863 0.505783 \n", "10 377780790 DEB 1.017000 1.089740 0.837 64.745292 0.250926 \n", "11 377780790 DEBx2P 1.017000 1.089740 1.674 79.095540 0.508872 \n", "12 377780790 BTP 1.002000 1.003385 0.837 85.831615 0.295998 \n", "13 377780790 BEB 0.979000 0.920291 0.837 89.490265 0.477375 \n", "14 377780790 BEBx2P 1.252000 1.334553 1.674 74.255047 0.001115 \n", "\n", " w R_p M_EB R_EB prob \n", "0 301.973062 1.530357 0.000000 0.000000 9.986258e-01 \n", "1 155.004503 0.000000 0.902493 0.940614 0.000000e+00 \n", "2 271.445956 0.000000 0.969306 1.034376 0.000000e+00 \n", "3 339.859299 2.055697 0.000000 0.000000 1.322033e-03 \n", "4 122.593120 0.000000 0.953240 1.011065 0.000000e+00 \n", "5 266.299544 0.000000 0.999198 1.078092 0.000000e+00 \n", "6 326.519230 2.119661 0.000000 0.000000 8.359147e-06 \n", "7 10.740936 0.000000 0.017933 0.100000 0.000000e+00 \n", "8 260.175941 0.000000 0.185594 0.216743 0.000000e+00 \n", "9 350.343154 1.475852 0.000000 0.000000 4.379518e-05 \n", "10 205.266064 0.000000 0.953028 1.010759 0.000000e+00 \n", "11 274.831562 0.000000 0.987414 1.060850 0.000000e+00 \n", "12 200.494018 14.884591 0.000000 0.000000 3.686393e-152 \n", "13 331.736262 0.000000 0.130606 0.159874 0.000000e+00 \n", "14 357.936948 0.000000 1.250441 1.334553 0.000000e+00 " ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_results = target.probs\n", "print(\"FPP =\", target.FPP)\n", "print(\"NFPP =\", target.NFPP)\n", "df_results" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "target.plot_fits(time=lc.time.value, flux_0=lc.flux.value, flux_err_0=np.mean(lc.flux_err.value))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "TRICERATOPS predicts that this planet candidate is a bona fide planet with a radius of ~1.5 $R_\\oplus$, which isn't too far off from the radius reported in the literature. With this FPP, the planet would be considered validated." ] } ], "metadata": { "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": "3.8.11" } }, "nbformat": 4, "nbformat_minor": 4 }