{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "bYYGJvqP-Csl"
},
"source": [
"# Identifying transiting exoplanet signals in a light curve"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "gOFEJAKe-vjA"
},
"source": [
"## Learning Goals\n",
"\n",
"By the end of this tutorial, you will:\n",
"\n",
" - Understand the \"Box Least Squares\" (BLS) method for identifying transit signals.\n",
" - Know how to use the Lightkurve [BoxLeastSquaresPeriodogram](https://docs.lightkurve.org/reference/api/lightkurve.periodogram.BoxLeastSquaresPeriodogram.from_lightcurve.html?highlight=boxleastsquaresperiodogram) to identify a transiting planet.\n",
" - Be able to estimate the period, epoch, and duration of the transit.\n",
" - Be able to plot the phase-folded transit light curve.\n",
" - Be familiar with the interactive Box Least Squares periodogram in Lightkurve."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "7NGNkiQB-sKQ"
},
"source": [
"## Introduction\n",
"\n",
"The *Kepler* and *TESS* missions are optimized for finding new transiting exoplanets. [Lightkurve](http://docs.lightkurve.org/) provides a suite of tools that help make the process of identifying and characterizing planets convenient and accessible.\n",
"\n",
"In this tutorial, we will show you how to conduct your own search for transiting exoplanets in *Kepler* and *TESS* light curves. [Lightkurve](http://docs.lightkurve.org/) uses the [Astropy](https://www.astropy.org/) implementation of the Box Least Squares (BLS) method to identify transit signals. This tutorial demonstrates the basics of how to optimally use Lightkurve's BLS tools."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "EAzRgQPpAcBR"
},
"source": [
"## Imports\n",
"This tutorial requires the [**Lightkurve**](http://docs.lightkurve.org/) package, which uses [**Matplotlib**](https://matplotlib.org/) for plotting."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"execution": {
"iopub.execute_input": "2023-11-03T14:24:20.584703Z",
"iopub.status.busy": "2023-11-03T14:24:20.583401Z",
"iopub.status.idle": "2023-11-03T14:24:21.892995Z",
"shell.execute_reply": "2023-11-03T14:24:21.892605Z"
},
"id": "azlcSd2lAjhy"
},
"outputs": [],
"source": [
"import lightkurve as lk\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "IChTo8Ir3-Ju"
},
"source": [
"---"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "r6p8DOLURorT"
},
"source": [
"## 1. Downloading a Light Curve and Removing Long-Term Trends"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "QQLSlKKPOxEW"
},
"source": [
"As an example, we will download all available [*Kepler*](https://archive.stsci.edu/kepler) observations for a known multi-planet system, [Kepler-69](https://iopscience.iop.org/article/10.1088/0004-637X/768/2/101)."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 387
},
"execution": {
"iopub.execute_input": "2023-11-03T14:24:21.895339Z",
"iopub.status.busy": "2023-11-03T14:24:21.895093Z",
"iopub.status.idle": "2023-11-03T14:24:24.664323Z",
"shell.execute_reply": "2023-11-03T14:24:24.664018Z"
},
"executionInfo": {
"elapsed": 72588,
"status": "ok",
"timestamp": 1601412555227,
"user": {
"displayName": "Susan Mullally",
"photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GhoAkTlu5JCXqC32438ISJU86DPSZdvoBOLwtOQMfU=s64",
"userId": "01921813910966567332"
},
"user_tz": 240
},
"id": "6mO0bXd6Rw5X",
"outputId": "0bbf9a53-3897-483a-d2a0-7737981a6494"
},
"outputs": [
{
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",
"text/plain": [
"\n",
"
\n",
"Length = 17 rows"
],
"text/plain": [
"SearchResult containing 17 data products.\n",
"\n",
" # mission year author exptime target_name distance\n",
" s arcsec \n",
"--- ----------------- ---- ------ ------- ------------- --------\n",
" 0 Kepler Quarter 01 2009 Kepler 1800 kplr008692861 0.0\n",
" 1 Kepler Quarter 02 2009 Kepler 1800 kplr008692861 0.0\n",
" 2 Kepler Quarter 03 2009 Kepler 1800 kplr008692861 0.0\n",
" 3 Kepler Quarter 04 2010 Kepler 1800 kplr008692861 0.0\n",
" 4 Kepler Quarter 05 2010 Kepler 1800 kplr008692861 0.0\n",
" 5 Kepler Quarter 06 2010 Kepler 1800 kplr008692861 0.0\n",
"... ... ... ... ... ... ...\n",
" 10 Kepler Quarter 11 2012 Kepler 1800 kplr008692861 0.0\n",
" 11 Kepler Quarter 12 2012 Kepler 1800 kplr008692861 0.0\n",
" 12 Kepler Quarter 13 2012 Kepler 1800 kplr008692861 0.0\n",
" 13 Kepler Quarter 14 2012 Kepler 1800 kplr008692861 0.0\n",
" 14 Kepler Quarter 15 2013 Kepler 1800 kplr008692861 0.0\n",
" 15 Kepler Quarter 16 2013 Kepler 1800 kplr008692861 0.0\n",
" 16 Kepler Quarter 17 2013 Kepler 1800 kplr008692861 0.0\n",
"Length = 17 rows"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"search_result"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 405
},
"execution": {
"iopub.execute_input": "2023-11-03T14:24:24.675033Z",
"iopub.status.busy": "2023-11-03T14:24:24.674922Z",
"iopub.status.idle": "2023-11-03T14:24:25.439921Z",
"shell.execute_reply": "2023-11-03T14:24:25.439612Z"
},
"executionInfo": {
"elapsed": 74448,
"status": "ok",
"timestamp": 1601412557102,
"user": {
"displayName": "Susan Mullally",
"photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GhoAkTlu5JCXqC32438ISJU86DPSZdvoBOLwtOQMfU=s64",
"userId": "01921813910966567332"
},
"user_tz": 240
},
"id": "iXDKVb9aBBNx",
"outputId": "d93fb7aa-bbd1-48a3-f3a9-e777770460e0"
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
" \n",
"# mission year author exptime target_name distance \n",
"s arcsec \n",
"0 Kepler Quarter 01 2009 Kepler 1800 kplr008692861 0.0 \n",
"1 Kepler Quarter 02 2009 Kepler 1800 kplr008692861 0.0 \n",
"2 Kepler Quarter 03 2009 Kepler 1800 kplr008692861 0.0 \n",
"3 Kepler Quarter 04 2010 Kepler 1800 kplr008692861 0.0 \n",
"4 Kepler Quarter 05 2010 Kepler 1800 kplr008692861 0.0 \n",
"5 Kepler Quarter 06 2010 Kepler 1800 kplr008692861 0.0 \n",
"... ... ... ... ... ... ... \n",
"10 Kepler Quarter 11 2012 Kepler 1800 kplr008692861 0.0 \n",
"11 Kepler Quarter 12 2012 Kepler 1800 kplr008692861 0.0 \n",
"12 Kepler Quarter 13 2012 Kepler 1800 kplr008692861 0.0 \n",
"13 Kepler Quarter 14 2012 Kepler 1800 kplr008692861 0.0 \n",
"14 Kepler Quarter 15 2013 Kepler 1800 kplr008692861 0.0 \n",
"15 Kepler Quarter 16 2013 Kepler 1800 kplr008692861 0.0 \n",
"16 Kepler Quarter 17 2013 Kepler 1800 kplr008692861 0.0