{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Lomb Scargle Cross Spectra\n", "\n", "This tutorial shows how to make and manipulate a Lomb Scargle cross spectrum of two light curves using Stingray." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from stingray.lightcurve import Lightcurve\n", "from stingray.lombscargle import LombScargleCrossspectrum, LombScarglePowerspectrum\n", "from scipy.interpolate import make_interp_spline\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.font_manager as font_manager\n", "plt.style.use('seaborn-v0_8-talk')\n", "%matplotlib inline\n", "from matplotlib.font_manager import FontProperties \n", "font_prop = font_manager.FontProperties(size=16)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 1\\. Create two light curves\n", "\n", "There are two ways to make `Lightcurve` objects. We'll show one way here. Check out [Lightcurve](https://docs.stingray.science/en/stable/core.html#working-with-lightcurves) for more examples.\n", "\n", "Make two signals in units of counts. The first is a sine wave with random normal noise, frequency of 3 and at random times, and the second is another sine wave with frequency of 3, phase shift of 0.01/2pi and make their counts non-negative by subtracting its least value.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "rand = np.random.default_rng(42)\n", "n = 100\n", "t = np.sort(rand.random(n)) * 10\n", "y = np.sin(2 * np.pi * 3.0 * t) + 0.1 * rand.standard_normal(n)\n", "y2 = np.sin(2 * np.pi * 3.0 * (t+0.3)) + 0.1 * rand.standard_normal(n)\n", "sub = min(np.min(y), np.min(y2))\n", "y -= sub\n", "y2 -= sub" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets convert them into `Lightcurve` objects" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "lc1 = Lightcurve(t, y)\n", "lc2 = Lightcurve(t, y2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us plot them to see how they look" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t0 = np.linspace(0,10,1000)\n", "y01 = np.sin(2 * np.pi * 3.0 * t0) + 0.1 * rand.standard_normal(t0.size)\n", "y01 -= sub\n", "y02 = np.sin(2 * np.pi * 3.0 * (t0+0.3)) + 0.1 * rand.standard_normal(t0.size)\n", "y02 -= sub\n", "\n", "spline1 = make_interp_spline(t0, y01)\n", "spline2 = make_interp_spline(t0, y02)\n", "t01 = np.linspace(0,10,1000)\n", "\n", "fig, ax = plt.subplots(2,1,figsize=(10,12))\n", "ax[0].scatter(lc1.time, lc1.counts, lw=2, color='blue',label='lc1')\n", "ax[0].set_xlabel(\"Time (s)\", fontproperties=font_prop)\n", "ax[0].set_ylabel(\"Counts (cts)\", fontproperties=font_prop)\n", "ax[0].tick_params(axis='x', labelsize=16)\n", "ax[0].tick_params(axis='y', labelsize=16)\n", "ax[0].tick_params(which='major', width=1.5, length=7)\n", "ax[0].tick_params(which='minor', width=1.5, length=4)\n", "ax[0].plot(t01,spline1(t01),lw=2,color='lightblue',label='source of lc1')\n", "\n", "ax[1].scatter(lc1.time, lc2.counts, lw=2, color='red',label='lc2')\n", "ax[1].set_xlabel(\"Time (s)\", fontproperties=font_prop)\n", "ax[1].set_ylabel(\"Counts (cts)\", fontproperties=font_prop)\n", "ax[1].tick_params(axis='x', labelsize=16)\n", "ax[1].tick_params(axis='y', labelsize=16)\n", "ax[1].tick_params(which='major', width=1.5, length=7)\n", "ax[1].tick_params(which='minor', width=1.5, length=4)\n", "ax[1].plot(t01,spline2(t01),lw=2,color='orange',label='source of lc2')\n", "\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Pass both of the light curves to the `LombScargleCrossspectrum` class to create a `LombScargleCrossspectrum` object.\n", "The first `Lightcurve` passed is the channel of interest or interest band, and the second `Lightcurve` passed is the reference band.\n", "You can also specify the optional attribute `norm` if you wish to normalize the real part of the cross spectrum to squared fractional rms, Leahy, or squared absolute normalization. The default normalization is 'none'." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "lcs = LombScargleCrossspectrum(\n", " lc1,\n", " lc2,\n", " min_freq=0,\n", " max_freq=None,\n", " method=\"fast\",\n", " power_type=\"all\",\n", " norm=\"none\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can print the first five values in the arrays of the positive Fourier frequencies and the power. The power has a real and an imaginary component." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.05163902 0.15491705 0.25819509 0.36147313 0.46475116]\n", "[ 6.31032111 +4.52192914j 63.18701964+17.6050907j\n", " 118.96655765-28.2054288j 84.8747486 -42.95292067j\n", " -5.16601064+18.1110093j ]\n" ] } ], "source": [ "print(lcs.freq[0:5])\n", "print(lcs.power[0:5])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Properties\n", "\n", "### Parameters\n", "\n", "- `data1`: This parameter allows you to provide the dataset for the first channel or band of interest. It can be either a [`stingray.lightcurve.Lightcurve`](https://docs.stingray.science/en/stable/core.html#working-with-lightcurves) or [`stingray.events.EventList`](https://docs.stingray.science/en/stable/core.html#working-with-event-data) object. It is optional, and the default value is `None`.\n", "\n", "- `data2`: Similar to `data1`, this parameter represents the dataset for the second channel or \"reference\" band. It follows the same format as `data1` and is also optional with a default value of `None`.\n", "\n", "- `norm`: This parameter defines the normalization of the cross spectrum. It takes string values from the set {`frac`, `abs`, `leahy`, `none`}. The default normalization is set to `none`.\n", "\n", "- `power_type`: This parameter allows you to specify the type of cross spectral power you want to compute. The options are: `real` for the real part, `absolute` for the magnitude, and `all` to compute both real part and magnitude. The default is `all`.\n", "\n", "- `fullspec`: This is a boolean parameter that determines whether to keep only the positive frequencies or include both positive and negative frequencies in the cross spectrum. When set to `False` (default), only positive frequencies are kept; when set to `True`, both positive and negative frequencies are included.\n", "\n", "### Other Parameters\n", "\n", "- `dt`: When constructing light curves using [`stingray.events.EventList`](https://docs.stingray.science/en/stable/core.html#working-with-event-data) objects, the `dt` parameter represents the time resolution of the light curve. It is a float value that needs to be provided.\n", "\n", "- `skip_checks`: This is a boolean parameter that, when set to `True`, skips initial checks for speed or other reasons. It's useful when you have confidence in the inputs and want to improve processing speed.\n", "\n", "- `min_freq`: This parameter specifies the minimum frequency at which the Lomb-Scargle Fourier Transform should be computed.\n", "\n", "- `max_freq`: Similarly, the `max_freq` parameter sets the maximum frequency for the Lomb-Scargle Fourier Transform.\n", "\n", "- `df`: The `df` parameter, a float, represents the frequency resolution. It's relevant when constructing light curves using [`stingray.events.EventList`](https://docs.stingray.science/en/stable/core.html#working-with-event-data) objects.\n", "\n", "- `method`: The `method` parameter determines the method used by the Lomb-Scargle Fourier Transformation function. The allowed values are `fast` and `slow`, with the default being `fast`. The `fast` method uses the optimized Press and Rybicki O(n*log(n)) algorithm.\n", "\n", "- `oversampling`: This optional float parameter represents the interpolation oversampling factor. It is applicable when using the fast algorithm for the Lomb-Scargle Fourier Transform. The default value is 5.\n", "\n", "### Attributes\n", "\n", "- `freq`: The `freq` attribute is a numpy array that contains the mid-bin frequencies at which the Fourier transform samples the cross spectrum.\n", "\n", "- `power`: The `power` attribute is a numpy array that contains the complex numbers representing the cross spectra.\n", "\n", "- `power_err`: The `power_err` attribute is a numpy array that provides the uncertainties associated with the `power`. The uncertainties are approximated using the formula `power_err = power / sqrt(m)`, where `m` is the number of power values averaged in each bin. For a single realization (`m=1`), the error is equal to the power.\n", "\n", "- `df`: The `df` attribute is a float that indicates the frequency resolution.\n", "\n", "- `m`: The `m` attribute is an integer representing the number of averaged cross-spectra amplitudes in each bin.\n", "\n", "- `n`: The `n` attribute is an integer indicating the number of data points or time bins in one segment of the light curves.\n", "\n", "- `k`: The `k` attribute is an array of integers indicating the rebinning scheme. If the object has been rebinned, the attribute holds the rebinning scheme; otherwise, it is set to 1.\n", "\n", "- `nphots1`: The `nphots1` attribute is a float representing the total number of photons in light curve 1.\n", "\n", "- `nphots2`: The `nphots2` attribute is a float representing the total number of photons in light curve 2." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can plot the cross spectrum by using the plot function or manually taking the `freq` and `power` attributes" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Power(Imaginary Component)')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,3,figsize=(15,6),sharey=True)\n", "lcs.plot(ax=ax[0])\n", "ax[0].set_xlabel(\"Frequency (Hz)\", fontproperties=font_prop)\n", "ax[0].set_ylabel(\"Power\", fontproperties=font_prop)\n", "ax[1].plot(lcs.freq, lcs.power.real, lw=2, color='red')\n", "ax[1].set_xlabel(\"Frequency (Hz)\", fontproperties=font_prop)\n", "ax[1].set_ylabel(\"Power(Real Component)\", fontproperties=font_prop)\n", "ax[2].plot(lcs.freq, lcs.power.imag, lw=2, color='blue')\n", "ax[2].set_xlabel(\"Frequency (Hz)\", fontproperties=font_prop)\n", "ax[2].set_ylabel(\"Power(Imaginary Component)\", fontproperties=font_prop)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.8" } }, "nbformat": 4, "nbformat_minor": 2 }