diff --git a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_night.pdf b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_night.pdf index c8721bb..add7dd0 100644 Binary files a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_night.pdf and b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_night.pdf differ diff --git a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit.pdf b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit.pdf index d1374f9..222ea91 100644 Binary files a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit.pdf and b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit.pdf differ diff --git a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit.png b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit.png index 13b64f0..20da84d 100644 Binary files a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit.png and b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit.png differ diff --git a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit_hist.pdf b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit_hist.pdf index 4bccad6..4f17f3a 100644 Binary files a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit_hist.pdf and b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit_hist.pdf differ diff --git a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit_hist.png b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit_hist.png index d3241ad..8b8b983 100644 Binary files a/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit_hist.png and b/notebooks/SSO_alerts_per_visit/SSO_alerts_per_visit_hist.png differ diff --git a/notebooks/SSO_alerts_per_visit/alerts_per_night.ipynb b/notebooks/SSO_alerts_per_visit/alerts_per_night.ipynb index 2364ba3..1566756 100644 --- a/notebooks/SSO_alerts_per_visit/alerts_per_night.ipynb +++ b/notebooks/SSO_alerts_per_visit/alerts_per_night.ipynb @@ -9,6 +9,8 @@ "\n", "This notebook presents the results of querying the mid point exposure times for all Solar System Object (SSO) diaSources from DP0.3 which is hosted on the Rubin Science Platform (RSP; https://data.lsst.cloud/). We determined the number of visits per night from the baseline_v3.0 survey simulation (which DP0.3 was built from). We use this to calculate the number of SSO alerts we expect LSST to generate per night and per visit.\n", "\n", + "We find that one should generally expect ~300 SSO alerts per LSST visit.\n", + "\n", "These numbers should be compared to the predicted number of alerts for all transients detected by LSST, as presented in DMTN-102 (https://dmtn-102.lsst.io/)." ] }, @@ -754,7 +756,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -771,15 +773,17 @@ "\n", "ax1.plot(all_centres,alerts_visit)\n", "\n", - "x = np.nanmedian(alerts_visit)\n", - "ax1.axhline(x,c=\"r\",label = \"median = {:.0f}\".format(x))\n", + "med = np.nanmedian(alerts_visit)\n", + "ax1.axhline(med,c=\"r\",label = \"median = {:.0f}\".format(med))\n", + "mean = np.nanmean(alerts_visit)\n", + "ax1.axhline(mean,c=\"r\", ls = \":\", label = \"mean = {:.0f}\".format(mean))\n", "\n", "ax1.set_xlabel(\"night\")\n", "ax1.set_ylabel(\"mean SSO alerts per visit (per night)\")\n", "ax1.legend()\n", "\n", - "# fname = \"SSO_alerts_per_visit.pdf\"\n", - "fname = \"SSO_alerts_per_visit.png\"\n", + "fname = \"SSO_alerts_per_visit.pdf\"\n", + "# fname = \"SSO_alerts_per_visit.png\"\n", "plt.savefig(fname, facecolor=\"w\", transparent=True, bbox_inches=\"tight\")\n", "\n", "plt.show()" @@ -793,7 +797,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -810,15 +814,17 @@ "\n", "ax1.hist(alerts_visit,bins = 50, histtype = \"step\")\n", "\n", - "x = np.nanmedian(alerts_visit)\n", - "ax1.axvline(x,c=\"r\",label = \"median = {:.0f}\".format(x))\n", + "med = np.nanmedian(alerts_visit)\n", + "ax1.axvline(med,c=\"r\",label = \"median = {:.0f}\".format(med))\n", + "mean = np.nanmean(alerts_visit)\n", + "ax1.axvline(mean,c=\"r\", ls = \":\", label = \"mean = {:.0f}\".format(mean))\n", "\n", "ax1.set_ylabel(\"number\")\n", "ax1.set_xlabel(\"mean SSO alerts per visit (per night)\")\n", "ax1.legend()\n", "\n", - "# fname = \"SSO_alerts_per_visit_hist.pdf\"\n", - "fname = \"SSO_alerts_per_visit_hist.png\"\n", + "fname = \"SSO_alerts_per_visit_hist.pdf\"\n", + "# fname = \"SSO_alerts_per_visit_hist.png\"\n", "plt.savefig(fname, facecolor=\"w\", transparent=True, bbox_inches=\"tight\")\n", "\n", "plt.show()" @@ -829,12 +835,22 @@ "id": "3986b935", "metadata": {}, "source": [ - "From this analysis we can expect ~300 SSO alerts per visit for typical LSST visits. Note that this number is an order of magnitude lower than the predicted ~3000 SSO alerts per visit in DMTN-102. In section 2.2 of that document it has been assumed that all main belt asteroids are evenly spread across the sky and it would appear they have assumed they would all be visible. DP0.3 takes into account the distribution of small bodies across the sky and their brightness relative the the LSST detection limit. Therefore our value of ~300 alerts per visit is more accurate.\n", + "From this analysis we can expect ~300 SSO alerts per visit for typical LSST visits (median value). Note that this number is an order of magnitude lower than the predicted ~3000 SSO alerts per visit in DMTN-102. In section 2.2 of that document it has been assumed that all main belt asteroids are evenly spread across the sky and they have assumed that all asteroids in the field of view of a visit would be detectable by LSST:\n", + "\n", + "N_survey = 5.5e6 asteroids in LSST survey \n", + "A_survey = 1.8e4 square degrees of LSST survey footprint \n", + "A_visit = 9.6 square degrees footprint for a single visit\n", + "\n", + "The estimated number of asteroids per visit is therefore:\n", + "\n", + "N_visit = (N_survey/A_survey) * A_visit ~ 3000 asteroids per visit\n", + "\n", + "This estimate does not take into account the effects of changing heliocentric/geocentric distance, or phase angle effects, on the brightness of an asteroid in the field of view of a visit. DP0.3 takes into account the distribution of small bodies across the sky and has calculated their ephemerides in order to obtain a predicted brightness at the time of each visit. Furthermore the predicted brightness for each asteroid has been calculated in different filters by using the surface colour which was assigned when the population was generated. We would therefore expect that only a fraction of asteroids in the field of view would be above the LSST detection limit (in that filter). Therefore the lower value of ~300 alerts per visit is a more accurate estimate of number of SSO alerts per visit during the survey.\n", "\n", "In comparison to the number of other transients alerts in DP0.3, SSO alerts are not expected to dominate the total number of alerts:\n", "- Variable Stars: ~7200 alerts per visit\n", "- Supernovae: ~200 alerts per visit\n", - "- Active Galactic Nuclei: ~70 alerts per visit\n" + "- Active Galactic Nuclei: ~70 alerts per visit" ] }, {