{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# The Position History Data\n", "\n", "Probably the most critical auxiliary file GBM produces is the position history (POSHIST) file. The POSHIST contains, for an entire day, the spacecraft location in orbit and pointing information, sampled on a 1 second timescale. If you are just interested in triggered GRB analysis where all of the response files are already made for you, then POSHIST may not be of much interest. But if you are using the continuous data in any way, the POSHIST is your dearest friend. You may want to know if a source is visible at a particular time (i.e. not behind the Earth), and if it is, what is the closest detector to the source. You may want to know if there are specific contributions to the background during a time interval, such as sun visibility or high geomagnetic latitude in orbit. You may want to rotate something from the equatorial frame to the Fermi inertial frame, or vice versa. Or you may want to make a [pretty gif](https://fermi.gsfc.nasa.gov/fermi10/fridays/04132018.html) of the detector pointings over time.\n", "\n", "To read a POSHIST file:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "glg_poshist_all_170101_v00.fit\n" ] } ], "source": [ "from gbm import test_data_dir\n", "from gbm.data import PosHist\n", "\n", "# open a poshist file\n", "poshist = PosHist.open(test_data_dir+'/glg_poshist_all_170101_v00.fit')\n", "print(poshist)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "An important thing you should check is the time coverage of the POSHIST to ensure it is the file you need. The times are listed in Fermi Mission Elapsed Time (MET)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(504921540.740104, 505008061.340078)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "poshist.time_range" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This seems like a good *time* for a brief aside about MET and time conversions. Sometimes you don't know the MET corresponding to the time you're interested in, or you're not sure what a given MET really means. There is a nice utility class in `gbm.time` that will allow you to do various time coversions to/from MET. Let's see what poshist ``time_range`` is in UTC: " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['2016-12-31T23:58:56', '2017-01-02T00:00:56']" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from gbm.time import Met\n", "[Met(t).iso() for t in poshist.time_range]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, you can use the ``Met`` class to go *from* some time convention or epoch *to* MET. This is useful because many of the functions and classes in the Data Tools use the MET:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "504975500.0" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "met = Met.from_iso('2017-01-01T14:58:15')\n", "met.met" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ok, back to the position history!\n", "\n", "The POSHIST also contains information about good time intervals (GTI). GTIs are intervals when the GBM detectors were operational and observing. Mostly non-operational times are when Fermi is passing through the South Atlantic Anomaly (SAA). The listing of GTIs in the POSHIST is an attribute:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[(504921540.740104, 504924818.340072),\n", " (504925227.340079, 504962247.340076),\n", " (504963081.340078, 504967992.340078),\n", " (504969383.340077, 504973833.340077),\n", " (504975419.340078, 504979728.340076),\n", " (504981395.340078, 504985767.340077),\n", " (504987345.340078, 504991938.340124),\n", " (504993281.340069, 504998034.340079),\n", " (504999211.340076, 505004088.340077),\n", " (505005126.34007, 505008061.340078)]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "poshist.gti" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's say we are interested in data around a specific time, for example MET=504975500. We can query the ```PosHist``` object for various things, such as where Fermi was in orbit at that particular time:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Latitude: -23.43\n", "Longitude: 26.52\n", "Altitude: 544568.92 m\n" ] } ], "source": [ "t0 = 504975500.0\n", "\n", "lat = poshist.get_latitude(t0)\n", "lon = poshist.get_longitude(t0) # note: East longitude\n", "alt = poshist.get_altitude(t0) # in meters\n", "print('Latitude: {:.2f}'.format(lat))\n", "print('Longitude: {:.2f}'.format(lon))\n", "print('Altitude: {:.2f} m'.format(alt))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can check to see if Fermi was in the SAA at that time:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(False)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "poshist.get_saa_passage(t0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You might be interested to know where the Earth is (and its apparent radius) relative to Fermi:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Geocenter RA, Dec = 172.53, 23.43\n", "Earth radius: 67.11 deg\n" ] } ], "source": [ "geocenter = poshist.get_geocenter_radec(t0)\n", "georadius = poshist.get_earth_radius(t0)\n", "print(\"Geocenter RA, Dec = {0:.2f}, {1:.2f}\".format(*geocenter))\n", "print('Earth radius: {:.2f} deg'.format(georadius))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It might be useful to know if the sun is visible. Perhaps you're interested in looking for solar emission or you're worried about noise contributions from the sun:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(True)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "poshist.get_sun_visibility(t0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For that matter, you could be interested in a particular known source, and it would be pretty helpful to know if it is even visible to Fermi at the time of interest:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ True])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# the position of our source\n", "ra = 324.3\n", "dec = -20.8\n", "poshist.location_visible(ra, dec, t0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Well, that's good to know. But we want to look at the data for the closest detector to that position. We can figure that out. Where is detector 'n0' pointing?" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array(327.88023524), array(-18.18014898))" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "poshist.detector_pointing('n0', t0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ooh, we got lucky; that's pretty close to our source position! What's the detector-source angle?" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "4.2721980564266975" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "poshist.detector_angle(ra, dec, 'n0', t0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sometimes it's useful to transform a source location of interest in equatorial coordinates to the Fermi inertial frame. You can do that by" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array(39.67934005), array(24.14464044))" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "poshist.to_fermi_frame(ra, dec, t0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It's important to note that the Fermi inertial frame is defined by azimuth (0-360 deg) and zenith (0-180 deg). Here, azimuth=0 is approximately the pointing of detector NaI 5, and increases counter-clockwise when looking down the LAT boresight. Zenith=0 is defined as the LAT boresight, and zenith=180 is directly below the spacecraft.\n", "\n", "You can also go from Fermi (azimuth, zenith) coordinates to equatorial coordinates:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array(333.15399016), array(1.73430464))" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# and where is the Fermi zenith (LAT boresight) in equatorial coordinates?\n", "poshist.to_equatorial(0.0, 0.0, t0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You probably noticed that many of the outputs to these functions are returned as arrays. That is because instead of just defining a single time of interest, you can provide an array of times, and easily calculate any of these properties.\n", "\n", "Now all of this great, but can we make a pretty plot? Yep. Use the ``SkyPlot`` (Equatorial Coordinates) or ``FermiSkyPlot`` (Fermi Inertial Coordinates) class in the ```gbm.plot``` module:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "from gbm.plot import SkyPlot, FermiSkyPlot\n", "\n", "# initialize plot\n", "skyplot = SkyPlot()\n", "# plot the orientation of the detectors and Earth blockage at our time of interest\n", "skyplot.add_poshist(poshist, trigtime=t0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Woah! So there's a lot going on here. First of all, there is a big blue blob in the middle of the plot; that's the Earth as observed by Fermi. So nothing behind that is visible. The curved gray line going through the plot demarcates the Galactic Plane, and the dot is the Galactic Center. All of the gray labeled circles are the GBM detector pointings. Note these are **not** representative of the field-of-view (FoV) of the detectors (their FoV is virtually the whole sky). But they do allow you to visualize where the effective area of each detector is near its maximum. Finally, the yellow smiley-face is the sun.\n", "\n", "The ```FermiSkyPlot``` class does the plot in Fermi inertial coordinates:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fermiplot = FermiSkyPlot()\n", "fermiplot.add_poshist(poshist, trigtime=t0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And to finish off our plotting fun, we can plot where Fermi is in orbit during our time of interest using the ```EarthPlot``` class:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from gbm.plot import EarthPlot\n", "\n", "# initialize plot\n", "earthplot = EarthPlot()\n", "\n", "# let's show the orbital path for +/-1000 s around our t0\n", "earthplot.add_poshist(poshist, trigtime=t0, time_range=(t0-1000.0, t0+1000.0))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Whew, our time of interest was just *after* Fermi exited the SAA (red shaded region). You can see the Fermi orbital path in gray, and the colored contours represent the McIlwain L (proxy for geomagnetic latitude). Fermi's location relative to the McIlwain L contours is important, because higher backgrounds and local particle flux trapped in the geomagnetic field are more likely an issue towards the higher end of this scale." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, you could be interested in some long period of time, or a period that crosses the day boundary, and therefore you need to use more than one POSHIST file. The ```PosHist``` class has a method specifically for this case. You can *merge* multiple ```PosHist``` objects into one object following:\n", "```python\n", "merged_poshists = PosHist.merge([poshist1, poshist2, ...])\n", "```\n", "And then you can easily use all of the functionality we've discussed here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That's it for the position history data, so if you're interested in understanding the trigger quicklook data, [continue](./Trigdat.ipynb) on!" ] } ], "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": "3.7.9" } }, "nbformat": 4, "nbformat_minor": 2 }