{ "cells": [ { "cell_type": "markdown", "id": "62c5ecfd", "metadata": {}, "source": [ "# Fast BLS demonstration\n", "\n", "This page demonstrates the functionality of GERBLS by applying a fast-folding BLS to a simulated data set. First, we set up the necessary imports:" ] }, { "cell_type": "code", "execution_count": 1, "id": "a9eeab9d", "metadata": {}, "outputs": [], "source": [ "import gerbls\n", "import matplotlib.pyplot as plt\n", "import numpy as np" ] }, { "cell_type": "markdown", "id": "7f675e28", "metadata": {}, "source": [ "The data set we are using is included in the GERBLS source distribution as [tests/phottest.dat](https://github.com/kment/GERBLS/blob/main/tests/phottest.dat). It includes a simulated transit with a period of 1.37 days. In order to run GERBLS, we need to store the data in a [gerbls.pyDataContainer](../api/struct.rst#gerbls.pyDataContainer) object." ] }, { "cell_type": "code", "execution_count": 2, "id": "db5723c0", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "phottest = np.loadtxt(\"../../../tests/phottest.dat\")\n", "time, mag, err = phottest.T\n", "\n", "data = gerbls.pyDataContainer()\n", "data.store(time, mag, err)\n", "\n", "plt.figure(figsize=(12, 6))\n", "plt.plot(data.rjd - 2400000.5, data.mag, \".\")\n", "plt.xlabel(\"Time (JD - 2400000.5)\")\n", "plt.ylabel(\"Flux\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "8c7b208f", "metadata": {}, "source": [ "It should be noted that any long-term trends in the data (due to stellar variability, instrument systematics, etc.) should be subtracted from the data via detrending before running the BLS. GERBLS provides a wrapper on a Savitsky-Golay filter via [gerbls.clean_savgol()](../api/clean.rst#gerbls.clean_savgol), which can handle basic long-term variability; however, more complex detrenders may be required for some data sets. In this example data set, there is no long-term stellar variability, so we shall just use `data` as our detrended data.\n", "\n", "Next, we can set up the fast-folding BLS." ] }, { "cell_type": "code", "execution_count": 3, "id": "87133069", "metadata": {}, "outputs": [], "source": [ "min_period = 0.4 # Minimum searched orbital period (in days)\n", "max_period = 10. # Maximum searched orbital period (in days)\n", "t_samp = 10./60/24 # Desired time sampling of the data\n", "\n", "bls = gerbls.pyFastBLS()\n", "bls.setup(data,\n", " min_period,\n", " max_period,\n", " t_samp=t_samp,\n", " duration_mode='constant',\n", " durations=[0.5/24, 1./24, 2./24])" ] }, { "cell_type": "markdown", "id": "8718cc8b", "metadata": {}, "source": [ "The time sampling (`t_samp`) is a key parameter of the fast-folding BLS. Before running the BLS, the data is resampled to the specified time cadence (here, 10 minutes). A shorter sampling time increases the BLS precision as well as the number of periods searched, but it also makes the BLS run slower. Thus, when speed is important, `t_samp` can be cautiously increased as long as its value remains substantially below the expected duration of the transits. If not given (`t_samp` is an optional parameter), its value is set to the median time cadence of the input data. In this example, we are also fitting for three different transit durations (0.5, 1, and 2 hours) at each tested period.\n", "\n", "We can now generate the BLS spectrum, saving the results in double precision to be safe (an equivalent floating point method `bls.run()` is also available and runs slightly faster)." ] }, { "cell_type": "code", "execution_count": 4, "id": "6cd135df", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting FFA...\n", "Downsampling: OFF\n", "Number of tested periods: 16595\n", "BLS runtime: 0.137918 sec\n" ] } ], "source": [ "bls.run_double(verbose=True)" ] }, { "cell_type": "markdown", "id": "6d2f34c5", "metadata": {}, "source": [ "The number of tested periods was 16,595; this can be affected by changing `t_samp` or the range of searched orbital periods. In order to process the results of the BLS analysis, we create an instance of [gerbls.pyBLSAnalyzer](../api/blsresult.rst#gerbls.pyBLSAnalyzer), which allows us to easily retrieve the $\\Delta\\chi^2$ values (difference in $\\chi^2$ between a fitted box model and a constant-flux model with no transit) as well as other fitted parameters at each tested orbital period." ] }, { "cell_type": "code", "execution_count": 6, "id": "fa051a9f", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "blsa = gerbls.pyBLSAnalyzer(bls)\n", "\n", "plt.figure(figsize=(12, 6))\n", "plt.semilogx(blsa.P, blsa.dchi2, \"k-\")\n", "plt.xlim(blsa.P.min(), blsa.P.max())\n", "plt.ylim(0)\n", "plt.xlabel(\"Period (days)\")\n", "plt.ylabel(\"$\\Delta\\chi^2$\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "71a9502b", "metadata": {}, "source": [ "It should be noted that the SNR of each peak can be estimated from $SNR \\approx \\sqrt{\\Delta\\chi^2}$; the array `blsa.dchi2` can be replaced with `blsa.snr` to retrieve these values automatically. Furthermore, the BLS spectrum exhibits a small positive baseline trend as a function of orbital period. At longer periods, the number of in-transit data points decreases, which makes it more likely to obtain spuriously high values of $\\Delta\\chi^2$. One way to fix this is to normalize the SNR spectrum and calculate the Signal Detection Efficiency at each period ($SDE$, modified from Kovacs et al. 2002):\n", "$$SDE = \\frac{BLS_{peak} - BLS_{trend}}{BLS_{scatter}}$$\n", "Kovacs et al used Signal Residue ($SR$) as the BLS statistic, which is proportional to $\\sqrt{\\Delta\\chi^2}$. GERBLS can estimate the $SDE$ values by using a median filter to calculate $BLS_{trend}$ (the window length can be adjusted and is equal to 1001 by default) and estimating $BLS_{scatter}$ from the standard deviation of the residuals:" ] }, { "cell_type": "code", "execution_count": 13, "id": "d2b91478", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 6))\n", "plt.semilogx(blsa.P, blsa.get_SDE(), \"k-\")\n", "plt.xlim(blsa.P.min(), blsa.P.max())\n", "plt.xlabel(\"Period (days)\")\n", "plt.ylabel(\"$SDE$\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "53c799f7", "metadata": {}, "source": [ "There is a clear peak close to a period of 1.4 days, corresponding to the transits in the data. [gerbls.pyBLSAnalyzer](../api/blsresult.rst#gerbls.pyBLSAnalyzer) provides a method called [generate_models(N)](../api/blsresult.rst#gerbls.pyBLSAnalyzer.generate_models), which returns the parameters of the top $N$ peaks in the BLS spectrum. Below, we just retrieve the box model corresponding to the highest BLS peak and overlay it on top of the original data phase folded to the detected orbital period." ] }, { "cell_type": "code", "execution_count": 9, "id": "720ace7e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pyBLSResult(P=1.3700425643508432, dchi2=3935.128078962631, mag0=0.9999769610443007, dmag=0.005340897349998262, t0=1.1655193456645943, dur=0.08333333333333333, snr=62.73059922368533)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "model = blsa.generate_models(1, use_SDE=False)[0]\n", "\n", "# Print information about the top BLS peak\n", "print(model)\n", "\n", "# Arrays to overlay the best-fit box model\n", "fit_x = [0, model.t0 - model.dur / 2, model.t0 - model.dur / 2,\n", " model.t0 + model.dur / 2, model.t0 + model.dur / 2, model.P]\n", "fit_y = np.array([0, 0, -model.dmag, -model.dmag, 0, 0]) + model.mag0\n", "\n", "plt.figure(figsize=(12, 6))\n", "plt.plot(data.rjd % model.P, data.mag, \".\")\n", "plt.plot(fit_x, fit_y, \"k--\")\n", "plt.xlim(0, model.P)\n", "plt.xlabel(\"Orbital phase (days)\")\n", "plt.ylabel(\"Flux\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "61245767", "metadata": {}, "source": [ "It is a clear match! Note that one of our searched transit duration (2 hours) was reasonably close to the actual transits in the data, which improves the $\\Delta\\chi^2$. We can use a couple of convenience methods to retrieve an error estimate on the transit depth and use that to calculate the SNR:" ] }, { "cell_type": "code", "execution_count": 10, "id": "0b818447", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fitted transit depth: 0.00534 +/- 0.00009\n", "SNR: 62.7495\n" ] } ], "source": [ "print(f\"Fitted transit depth: {model.dmag:.5f} +/- {model.get_dmag_err(data):.5f}\")\n", "print(f\"SNR: {model.get_SNR(data):.4f}\")" ] }, { "cell_type": "markdown", "id": "9d48804d", "metadata": {}, "source": [ "GERBLS also provides an easy way to use `batman` to fit for a limb-darkened transit model, with the initial guesses for the fitted parameters taken from the BLS model. We can fit for all the orbital parameters as well as the two quadratic limb darkening parameters:" ] }, { "cell_type": "code", "execution_count": 8, "id": "842175cb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LDModel with the following orbital parameters:\n", " b = 0.000000 +/- 0.000000\n", " mag0 = 0.999977 +/- 0.000021\n", " P = 1.370043 +/- 0.000000\n", " r = 0.073082 +/- 0.000746\n", " t0 = 1.165519 +/- 0.000303\n", "and the following stellar parameters:\n", " u1 = 0.328634 +/- 0.277302\n", " u2 = 0.219089 +/- 0.270670\n", " M = 1.0000\n", " R = 1.0000\n", "and the following fit parameters:\n", " chi2 = 21593.0787 (reduced: 0.9997)\n", "dchi2 = 4074.0089\n" ] } ], "source": [ "model_LD = gerbls.LDModel.from_BLS(model)\n", "model_LD.fit(data)\n", "print(model_LD)" ] }, { "cell_type": "markdown", "id": "f5c4fc6e", "metadata": {}, "source": [ "We can plot the fitted limb-darkened model (zoomed in close to the actual transit mid-point)." ] }, { "cell_type": "code", "execution_count": 9, "id": "306a2f6a", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 6))\n", "plt.plot(data.rjd % model_LD.P, data.mag, \".\")\n", "plt.plot(data.rjd % model_LD.P, model_LD.eval(data.rjd), \"k.\")\n", "plt.xlim(model_LD.t0 - model_LD.dur * 2, model_LD.t0 + model_LD.dur * 2)\n", "plt.xlabel(\"Orbital phase (days)\")\n", "plt.ylabel(\"Flux\")\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }