{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# How to remove K2 motion systematics with SFF?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can use `lightkurve` to remove the motion from K2 data. Targets in K2 data move over multiple pixels during the exposure due to thruster firings. This can be corrected using the self flat fielding method (SFF), which you can read more about [here](LINK?). There is a full tutorial on how SFF works [here](http://lightkurve.keplerscience.org/tutorials/motion-correction/replicate-vanderburg-2014-k2sff.html). Here we will show a quick tutorial on how to use the correct function for light curves.\n", "\n", "Let's download a K2 light curve of an exoplanet host star. Remember that for K2 data, we can use the same Kepler functions `KeplerTargetPixelFile` and `KeplerLightCurveFile` as they are the same instrument." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from lightkurve import search_lightcurvefile\n", "lcf = search_lightcurvefile(247887989).download() # returns a KeplerLightCurveFile\n", "lc = lcf.PDCSAP_FLUX # returns a KeplerLightCurve\n", "\n", "#Remove nans and outliers\n", "lc = lc.remove_nans().remove_outliers() \n", "\n", "#Remove long term trends\n", "lc = lc.flatten(window_length=401)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 374, "width": 760 } }, "output_type": "display_data" } ], "source": [ "lc.scatter();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This light curve is of the object [K2-133b](https://exoplanetarchive.ipac.caltech.edu/cgi-bin/DisplayOverview/nph-DisplayOverview?objname=K2-133+b&type=CONFIRMED_PLANET), which has a period of 3.0712 days. Let's plot the folded version of it to see what it looks like." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 374, "width": 755 } }, "output_type": "display_data" } ], "source": [ "lc.fold(period=3.0712).scatter();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see the hint of an exoplanet transit close to the center, but the motion of the spacecraft has made it difficult to make out above the noise. We can use the `correct` function on the lightcurve to remove this motion. An in-depth look into how the algorithm works can be found [here](http://lightkurve.keplerscience.org/tutorials/motion-correction/replicate-vanderburg-2014-k2sff.html). You can pass the following keywords to the `correct` function:\n", "\n", "* `polyorder` : *int*\n", " Degree of the polynomial which will be used to fit one centroid as a function of the other.\n", "* `niters` : *int*\n", " Number of iterations\n", "* `bins` : *int*\n", " Number of bins to be used to create the piece-wise interpolation of arclength vs flux correction.\n", "* `windows` : *int*\n", " Number of windows to subdivide the data. The SFF algorithm is run independently in each window.\n", "\n", "This [tutorial](gully-tutorial) will teach you more about how to tune these parameters. For this problem, we will use the defaults, but increase the number of windows to 20." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "corr_lc = lc.correct(windows=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now when we compare the two light curves we can see the clear signal from the exoplanet." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 374, "width": 755 } }, "output_type": "display_data" } ], "source": [ "ax = lc.fold(period=3.0712).scatter(color='red', alpha=0.5, label='With Motion')\n", "ax = corr_lc.fold(period=3.0712).scatter(ax=ax, color='blue', alpha=0.5, label='Motion Corrected');" ] } ], "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": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 2 }