{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Inspect a Target Pixel File for a Centroid Offset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this tutorial, we'll see how to use `vetpack` to inspect a Target Pixel File (TPF) for a centroid offset with just a few lines of code." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's start by importing `vetpack` and `lightkurve` (https://docs.lightkurve.org/), the handy package `vetpack` relies on for interacting with Kepler, K2, and TESS data products." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import lightkurve as lk\n", "import vetpack as vp" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For this example, we're going to look at the TESS data on WASP-19, a known hot Jupiter host.\n", "For context, let's quickly grab the TESS Sector 9 light curve and take a look at it." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "SearchResult containing 1 data products.\n", "\n", "\n", "\n", "\n", "
#observationtarget_nameproductFilenamedistance
0TESS Sector 935516889tess2019058134432-s0009-0000000035516889-0139-s_lc.fits0.0
" ], "text/plain": [ "SearchResult containing 1 data products.\n", "\n", " # observation target_name productFilename distance\n", "--- ------------- ----------- ------------------------------------------------------- --------\n", " 0 TESS Sector 9 35516889 tess2019058134432-s0009-0000000035516889-0139-s_lc.fits 0.0" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "target = 'WASP19'\n", "search_result = lk.search_lightcurvefile(target, mission='TESS')\n", "search_result" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/brackham/anaconda3/envs/vetpack-dev/lib/python3.8/site-packages/lightkurve/lightcurvefile.py:45: LightkurveWarning: `LightCurveFile.header` is deprecated, please use `LightCurveFile.get_header()` instead.\n", " warnings.warn(\"`LightCurveFile.header` is deprecated, please use \"\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Download the single search result and plot the light curve\n", "lcf = search_result[0].download()\n", "lcf.PDCSAP_FLUX.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nice light curve! You can clearly see the transits of WASP-19b as well as some out-of-transit variability due to rotation of the active host star WASP-19." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting the TPF" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's grab the TPF for this dataset. We'll use `lightkurve` again." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "sr = lk.search_targetpixelfile(target, mission='TESS')\n", "tpf = sr[0].download()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`lightkurve` has the built-in ability to plot single frames of the TPF." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The default is to plot the first frame, which show significant artifacts due to systematics (scattered light, I think, in this case)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tpf.plot(aperture_mask=tpf.pipeline_mask)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can specify another frame, but that requires as bit of guesswork to find a representative frame if there are a lot of systematics." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tpf.plot(aperture_mask=tpf.pipeline_mask, frame=500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or we can get around this issue by plotting a median image of the whole TPF with `vetpack`:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'WASP19 Median Flux')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = vp.median_image(tpf)\n", "ax.set_title(f'{target} Median Flux')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting a difference image of the TPF" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's use `vetpack` to plot a in-transit/out-of-transit difference image so that we can visually inspect whether the flux decrement during transit events is indeed located on WASP-19. This, of course, is more useful for vetting candidate planets than analyzing data of confirmed planets like WASP-19b." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll need to specific the mid-transit time, period, and duration of the transit signal of interest. We'll use the parameters from Exo-FOP TESS for this." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Parameters from\n", "# https://exofop.ipac.caltech.edu/tess/target.php?id=35516889\n", "\n", "t0 = 2458543.621948 - 2457000. # TBJD\n", "period = 0.788843\n", "duration = 1.624113/24." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pass them to `vetpack.difference_image()` along with the TPF object to easily see the result." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'WASP19 In$-$Out Difference Flux')" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = vp.difference_image(tpf, t0, period, duration)\n", "ax.set_title(f'{target} In$-$Out Difference Flux')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It does indeed seem that the flux decrement during transit is localized on the location of WASP-19. No surprises there (phew!)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That's it for now! More functionality is in development. Happy vetting!" ] } ], "metadata": { "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": "3.8.3" } }, "nbformat": 4, "nbformat_minor": 4 }