{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# How to use `lightkurve`'s river plot function\n", "\n", "When we are looking for periodic signals, sometimes it can be useful to see how they evolve overtime. You can do that using the `lightkurve` method `plot_river` on a `FoldedLightCurve` object. Let's look at how to do that now" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "% load_ext autoreload\n", "% autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import lightkurve as lk" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first thing we are going to do is download some data. We'll use the target `KIC 6185476`, which is also known as `KOI-227`. This object exhibits strong Transit Timing Variations (TTVs), where the planet candidate changes its transit time, and is not exactly periodic.\n", "\n", "We can use `lightkurve`'s `search_lightcurvefile` function to get all of the light curves from MAST and stitch them together." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "lc = lk.search_lightcurvefile('KIC 6185476').download_all().PDCSAP_FLUX.stitch()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 764 } }, "output_type": "display_data" } ], "source": [ "lc.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When we plot the data, we see that there is a long term trend, likely from starspots. We can remove this with a simple Savitzky-Golay filter using `lightkurve`'s `flatten` method." ] }, { "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": { "image/png": { "height": 368, "width": 764 } }, "output_type": "display_data" } ], "source": [ "clc = lc.flatten(21)\n", "clc.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The light curve is now flat, let's fold the light curve and plot it." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Period and t0 from NASA Exoplanet Archive\n", "p, t0 = 17.660114, 136.57258" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 755 } }, "output_type": "display_data" } ], "source": [ "folded_lc = clc.fold(p, t0)\n", "folded_lc.scatter()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It looks like there is a concentration of points that are around phase of `0`, but they don't seem to line up nicely. Let's use `river` to plot the light curve in a more legible way." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 648, "width": 995 } }, "output_type": "display_data" } ], "source": [ "folded_lc.plot_river()" ] }, { "cell_type": "markdown", "metadata": { "scrolled": false }, "source": [ "The river shows the same plot as the `fold` method, but each time the light curve is folded, a new row is started in the plot. The colorbar then shows the flux in each part of the light curve. \n", "\n", "In this case we see a beautiful trend as the planet candidate orbit changes. In some cases, the signal won't be this obvious. We can also use the `river` method to bin in time to increase the signal to noise in any bin." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 648, "width": 1005 } }, "output_type": "display_data" } ], "source": [ "folded_lc.plot_river(bin_points=5, method='median')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally we can also use `plot_river` to look at the folded light curve in terms of standard deviation. This is useful when looking for signals that are of high significance." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 631, "width": 969 } }, "output_type": "display_data" } ], "source": [ "folded_lc.plot_river(method='sigma', bin_points=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see in the above river plot that there is a signal around phase zero (our planet candidate) that is always $< -3\\sigma$ from the mean, showing that it is a significant detection." ] } ], "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 }