From c5d1901fe9919528945078f0819d9828067ed528 Mon Sep 17 00:00:00 2001
From: Colin Clark <colin.clark-2@manchester.ac.uk>
Date: Wed, 9 Jun 2021 14:51:13 +0100
Subject: [PATCH] Updated text at top of page

---
 FGRP1_discoveries.html |  79 +++++++++++++++++++++++++++------------
 img/psrs_vs_time.png   | Bin 19763 -> 105333 bytes
 psr_timeline.dat       |  81 ++++++++++++++++++++++++++++++++++++++++
 psrs_by_time.py        |  82 +++++++++++++++++++++--------------------
 4 files changed, 180 insertions(+), 62 deletions(-)
 create mode 100644 psr_timeline.dat

diff --git a/FGRP1_discoveries.html b/FGRP1_discoveries.html
index 058a65a..a904766 100644
--- a/FGRP1_discoveries.html
+++ b/FGRP1_discoveries.html
@@ -10,15 +10,15 @@
 <h2>Einstein@Home Gamma-ray Pulsar Discoveries in Fermi-LAT Data</h2>
 
 <h3>Info</h3>
-<p>Einstein@Home searches data from NASA's Fermi Gamma-ray Space Telescope for signals from
+<p>Einstein@Home searches data from the Large Area Telescope (LAT) onboard NASA's <i>Fermi Gamma-ray Space Telescope</i> for signals from
 gamma-ray pulsars. Pulsars are very compact stars with extreme physical properties compared to normal matter.
 They are rapidly spinning neutron stars that emit pulses, observable from radio to
 gamma-ray wavelengths.</p>
 
 <p>Searching for new pulsars is an enormous computational challenge, because their spin
-frequencies, sky position and other parameters are unknown in advance. Hence this is called a "blind" search, where one explicitly searches over a dense grid in parameter space. However, the
-number of discrete grid points to cover such multi-dimensional parameter spaces is
-tremendous and  renders "brute forces approaches" computationally unfeasible.</p>
+frequencies, sky position and other parameters are unknown in advance and must be covered a dense grid of search locations. The
+number of grid points required to cover such multi-dimensional parameter spaces is
+  tremendous and renders "brute forces approaches" computationally unfeasible.</p>
 
 <p>We have developed novel and much more efficient data-analysis methods for the volunteer
 supercomputer Einstein@Home, which ranks  among the fastest 25 computer systems worldwide.
@@ -28,13 +28,27 @@ inaccessible on computational grounds.</p>
 <p>These gamma-ray pulsar discoveries provide important contributions to advance
 our (yet very poor) understanding these stellar objects, their population, and their role
 in our Universe.</p>
-<br>
+
+<p>As always, we are extremely grateful to all of our volunteers, especially those whose computers
+contributed to these new discoveries. To say "we couldn't have done it without you!" would be a terrible
+  understatement!</p>
+
 
 <!-- <a target="blank" href="img/skymap.jpg"><img align="left" vspace="20" hspace="20" style="width: 450px;" alt="skymap" src="img/skymap_small.jpg"></a>
 !-->
 
+<hr>
+<h3>The Einstein@Home surveys for new gamma-ray pulsars</h3>
+<hr>
+<h4> FGRP1 </h4>
+<p>Einstein@Home's searches for gamma-ray pulsars began in 2011, using just over 3 years of <i>Fermi</i>-LAT data. Prior to this point, searches had been run "offline" on academic computing clusters. However, the computational cost of these searches increases rapidly with time, and so these searches quickly became infeasible. The much larger computational power offered by Einstein@Home allowed the search effort continue using longer data sets that provide increased sensitivity, and greater potential for discoveries. Four new pulsars were found in the first Einstein@Home <i>Fermi</i> Gamma-ray Pulsar survey (FGRP1).</p>
 
-<h3>The Einstein@Home searches for new gamma-ray pulsars</h3>
+<a href="#FGRP1">Jump to FGRP1 discoveries</a><br><br>
+
+Publications:<br>
+<a href="https://doi.org/10.1088/2041-8205/779/1/L11">Einstein@Home discovery of four young gamma-ray pulsars in <i>Fermi</i>-LAT data</a>
+<hr>
+<h4> FGRP4 </h4>
 
 <p>In 2014, we began the 4<sup>th</sup> Einstein@Home survey for gamma-ray pulsars, or
 "FGRP4". This survey incorporated many new advances that we learned during our previous
@@ -42,19 +56,43 @@ searches and investigation of blind search methods. In addition, we were able to
 data from the <i>Fermi</i>-LAT team, and search in longer data sets than ever before. In
 combination, these improvements led to FGRP4 being our most sensitive survey to date.</p>
 
-<p>With the publication in <a href="http://advances.sciencemag.org/content/4/2/eaao7228">Science Advances</a> of the discoveries of two millisecond pulsars (J1035-6720 and J1744-7619), we have now published all pulsar discoveries made during FGRP4. These amount to 23 new pulsars, almost a third of all gamma-ray pulsars to be discovered in blind searches.</p>
+<p>With the publication in <a href="http://advances.sciencemag.org/content/4/2/eaao7228">Science Advances</a> of the discoveries of two millisecond pulsars (J1035-6720 and J1744-7619), we have now published all pulsar discoveries made during FGRP4. These amount to 23 new pulsars, almost a third of all gamma-ray pulsars that had been discovered in blind searches at the time.</p>
 
-<p>Of course, this does not mean that our gamma-ray pulsation searches on Einstein@Home are coming to an end! The Fermi mission continues to find new gamma-ray sources for us to target, so we are very optimistic that we will be able to build upon the success of FGRP4 in the near future. Currently FGRP5 is searching for pulsars in gamma-ray sources detected near the Galactic Centre, while FGRPB1 is searching for pulsations from binary millisecond pulsar candidates. </p>
+<a href="#FGRP4">Jump to FGRP4 discoveries</a><br><br>
+Publications:<br>
+<a href="https://doi.org/10.1088/2041-8205/809/1/L2">PSR J1906+0722: An elusive gamma-ray pulsar</a><br>
+<a href="https://doi.org/10.3847/2041-8205/832/1/L15">The braking index of a radio-quiet gamma-ray pulsar</a><br>
+<a href="https://doi.org/10.3847/1538-4357/834/2/106">The Einstein@Home Gamma-ray Pulsar Survey. I. Search Methods, Sensitivity and Discovery of New Young Gamma-ray Pulsars</a><br>
+<a href="https://doi.org/10.3847/1538-4357/aaa411">The Einstein@Home Gamma-Ray Pulsar Survey II. Source Selection, Spectral Analysis and Multi-wavelength Follow-up</a><br>
+<a href="https://doi.org/10.1126/sciadv.aao7228">Einstein@Home discovers a radio-quiet gamma-ray millisecond pulsar</a><br>
+<hr>
+<h4> FGRP5 </h4> 
 
-<p>As always, we are extremely grateful to all of our volunteers, especially those whose computers
-contributed to these new discoveries. To say "we couldn't have done it without you!" would be a terrible
-understatement!</p>
+<p>After the success of FGRP4, we began the fifth iteration of our survey, this time searching for pulsars in <a href="https://arxiv.org/abs/1705.00009">unidentified pulsar-like gamma-ray sources detected in the central region of the Milky Way</a>, using almost 9 years of data. Later on, FGRP5 was expanded to search for pulsars in sources from the latest <a href="https://fermi.gsfc.nasa.gov/ssc/data/access/lat/8yr_catalog/"><i>Fermi</i>-LAT Fourth Source Catalog (4FGL)</a> using 11.5 years of data.</p>
+
+<p> To date we have made 14 new pulsar discoveries in FGRP5: 3 from the initial batch of inner-Galaxy sources, and 11 from 4FGL sources. FGRP5 is still ongoing, so we hope for more discoveries in the near future, and are preparing a publication with full details on the newly discovered pulsars. </p>
+
+<a href="#FGRP5">Jump to FGRP5 discoveries</a>
+<hr>
+<h4> FGRPB1 </h4>
+<p>In addition to the isolated pulsar surveys (the FGRPX series), Einstein@Home also searches for <i>binary</i> gamma-ray pulsars. These searches are orders-of-magnitude more difficult than isolated pulsar surveys; the pulsar's orbital motion modulates its pulsed signal, and three extra parameters describing the size, period and phase of the orbit are required to account for this. Optical observations of candidate "black widow" and "redback" counterparts can constrain these parameters, reducing the search space to a more manageable (but still enormous!) volume. </p>
+
+<p>Two binary millisecond pulsars have been found in FGRPB1: an extremely compact "black widow" pulsar, PSR J1653-0158, whose 75-minute orbit is the shortest of any known pulsar binary; and PSR J2039-5617, a "redback" pulsar with interesting long-term variable behavior. </p>
+
+<a href="#FGRPB1">Jump to FGRPB1 discoveries</a><br><br>
+
+Publications:<br>
+<a href="https://doi.org/10.3847/2041-8213/abbc02">Discovery of a Gamma-ray Black Widow Pulsar by GPU-accelerated Einstein@Home</a><br>
+<a href="https://doi.org/10.1093/mnras/staa3484">Einstein@Home discovery of the gamma-ray millisecond pulsar PSR J2039-5617 confirms its predicted redback nature </a>
+
+<hr>
+<h3> Timeline of gamma-ray pulsar discoveries in searches of <i>Fermi</i>-LAT data.</h3>
 
 <a href="img/psrs_vs_time.png"><img style="width: 550px;" alt="Timeline" src="img/psrs_vs_time.png"></a>
 <br>
-<p>The above plot illustrates the number of gamma-ray pulsars discovered in blind searches using NASA's Fermi Gamma-ray Space Telescope as a function of time (when the discoveries were published). Since the Fermi satellite was launched in 2008, it has been continuously scanning the entire sky and thus is providing an ever increasing data set. In principle, having more data available allows us to do more sensitive pulsar searches. However, at the same time, the computational cost also increases rapidly with the longer data time spans. Thus, as the graphic shows, over the last few years the only new such discoveries were made with Einstein@Home, thanks to the massive collective computing power provided by the Einstein@Home volunteers.</p>
+<p>The above plot illustrates the number of gamma-ray pulsars discovered in blind searches using NASA's <it>Fermi Gamma-ray Space Telescope</it> as a function of time (when the discoveries were published). Since the Fermi satellite was launched in 2008, it has been continuously scanning the entire sky and thus is providing an ever increasing data set. In principle, having more data available allows us to do more sensitive pulsar searches. However, at the same time, the computational cost also increases rapidly with the longer data time spans. Thus, as the graphic shows, over the last few years nearly all discoveries were made with Einstein@Home, thanks to the massive collective computing power provided by the Einstein@Home volunteers.</p>
 <br>
-
+<hr>
 
 <h3>The discoveries made by Einstein@Home volunteers in detail</h3>
 
@@ -69,7 +107,7 @@ how much the pulsar is slowing down over time. The energy required to emit elect
 radiation is drawn from the pulsar rotation. The characteristic age is a rough estimate of
 the pulsar's age, computed from the spin frequency and its derivative. Finally, the
 spin-down power is a measure of the total energy emitted by the pulsar. For comparison, our
-Sun outputs roughly 4 x 10<sup>33</sup> erg per second. All pulsars below have a much higher
+Sun outputs roughly 4 x 10<sup>33</sup> erg per second. Most pulsars below have a much higher
 spin-down power.</p>
 
 <p>The graphics on the right show the pulse profile of each pulsar in green, and the phase-folded
@@ -109,7 +147,7 @@ gamma-ray emission as a function of pulsar rotation phase and resolve the pulse
             <hr>
             <tr>
               <td style="vertical-align: top; text-align: center;">
-                <b>FGRPB1 Discoveries</b></td>
+                <b><a id="FGRPB1">FGRPB1 Discoveries</a></b></td>
             </tr>
 
             <!-- psr start //-->
@@ -177,7 +215,7 @@ gamma-ray emission as a function of pulsar rotation phase and resolve the pulse
             
             <tr>
               <td style="vertical-align: top; text-align: center;">
-                <b>FGRP5 Discoveries</b></td>
+                <b><a id="FGRP5">FGRP5 Discoveries</a></b></td>
             </tr>
             <!-- psr start //-->
             <tr>
@@ -796,14 +834,9 @@ gamma-ray emission as a function of pulsar rotation phase and resolve the pulse
             </tr>
             <!-- psr end //-->
 
-
-
-
-
-
             <tr>
               <td style="vertical-align: top; text-align: center;">
-                <b>FGRP4 Discoveries</b></td>
+                <b><a id="FGRP4">FGRP4 Discoveries</a></b></td>
             </tr>
             <!-- psr start //-->
             <tr>
@@ -1649,7 +1682,7 @@ gamma-ray emission as a function of pulsar rotation phase and resolve the pulse
             <!-- psr end //-->
             <tr>
               <td style="vertical-align: top; text-align: center;">
-                <b>FGRP1 Discoveries</b></td>
+                <b><a id="FGRP1">FGRP1 Discoveries</a></b></td>
             </tr>
             <!-- psr start -->
             <tr>
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diff --git a/psr_timeline.dat b/psr_timeline.dat
new file mode 100644
index 0000000..123f324
--- /dev/null
+++ b/psr_timeline.dat
@@ -0,0 +1,81 @@
+J1203-6242 2020-05-26 FGRP5
+J1742-3321 2017-12-17 FGRP5
+J1358-6025 2020-07-21 FGRP5
+J1447-5757 2021-03-20 FGRP5
+J1231-6511 2021-04-28 FGRP5
+J0744-2525 2020-05-15 FGRP5
+J2034+3632 2020-06-11 FGRP5
+J1231-5113 2020-06-12 FGRP5
+J1139-6247 2020-07-19 FGRP5
+J1335-5656 2020-08-13 FGRP5
+J1736-3422 2020-08-25 FGRP5
+J0802-5613 2020-12-18 FGRP5
+J1748-2815 2018-07-18 FGRP5
+J1649-3012 2019-03-21 FGRP5
+J0002+6216 2014-12-31 FGRP4
+J0359+5414 2014-12-15 FGRP4
+J0631+0646 2015-01-20 FGRP4
+J1035-6720 2014-12-09 FGRP4
+J1057-5851 2014-10-28 FGRP4
+J1105-6037 2014-10-03 FGRP4 
+J1208-6238 2014-10-03 FGRP4
+J1350-6225 2015-06-19 FGRP4
+J1422-6138 2011-12-14 FGRP1
+J1522-5735 2011-09-30 FGRP1
+J1528-5838 2015-03-25 FGRP4
+J1623-5005 2014-10-04 FGRP4
+J1624-4041 2014-12-20 FGRP4
+J1641-5317 2015-12-30 FGRP4
+J1650-4601 2014-10-17 FGRP4
+J1744-7619 2014-12-07 FGRP4
+J1817-1742 2015-12-24 FGRP4
+J1827-1446 2014-12-19 FGRP4
+J1844-0346 2014-11-18 FGRP4
+J1906+0722 2014-09-11 FGRP4
+J1932+1916 2011-09-19 FGRP1
+J2017+3625 2014-09-09 FGRP4
+J0554+3107 2012-01-06 FGRP1
+J2039-5617 2019-01-22 FGRPB1
+J1653-0158 2018-05-09 FGRPB1
+J0007+7303 2008-12-01 USC
+J0357+3205 2009-08-14 USC
+J0632+0633 2009-08-14 USC
+J1418-6058 2009-08-14 USC
+J1459-6053 2009-08-14 USC
+J1732-3131 2009-08-14 USC     
+J1741-2054 2009-08-14 USC
+J1809-2332 2009-08-14 USC
+J1813-1246 2009-08-14 USC
+J1826-1256 2009-08-14 USC
+J1836+5925 2009-08-14 USC
+J1907+0602 2009-08-14 USC     
+J1958+2846 2009-08-14 USC
+J2021+4026 2009-08-14 USC
+J2032+4127 2009-08-14 USC
+J2238+5903 2009-08-14 USC
+J1023-5746 2010-11-19 USC
+J1044-5737 2010-11-19 USC
+J1413-6205 2010-11-19 USC
+J1429-5911 2010-11-19 USC
+J1846+0919 2010-11-19 USC
+J1954+2836 2010-11-19 USC
+J1957+5033 2010-11-19 USC
+J2055+2539 2010-11-19 USC
+J0734-1559 2011-01-01 USC
+J1135-6055 2011-05-09 USC
+J0106+4855 2011-09-02 AEI
+J0622+3749 2011-09-02 AEI
+J1620-4927 2011-09-02 AEI
+J1746-3239 2011-09-02 AEI
+J1803-2149 2011-09-02 AEI
+J2028+3332 2011-09-02 AEI
+J2030+4415 2011-09-02 AEI
+J2111+4606 2011-09-02 AEI
+J2139+4716 2011-09-02 AEI
+J1838-0537 2012-06-01 AEI
+J1311-3430 2012-11-06 AEI
+J1111-6039 2018-10-17 USC
+J1714-3830 2018-10-17 USC
+J1615-5137 2019-07-22 AEI
+J1901-0125 2016-08-01 AEI
+J1827-0849 2016-08-01 AEI
\ No newline at end of file
diff --git a/psrs_by_time.py b/psrs_by_time.py
index 4123e91..fe3a6a0 100644
--- a/psrs_by_time.py
+++ b/psrs_by_time.py
@@ -1,8 +1,14 @@
 import matplotlib.pyplot as plt
 from matplotlib.ticker import ScalarFormatter
+from datetime import datetime
 import numpy as np
 plt.rc('text',usetex=True)
 plt.rc('font',family='serif')
+import cycler
+
+n = 6
+color = plt.cm.Blues(np.linspace(1/n, 1,n))
+plt.rc('axes',prop_cycle =cycler.cycler('color', color))
 
 # Timeline of pulsar discoveries: [month since launch, total psrs]
 
@@ -23,61 +29,59 @@ plt.rc('font',family='serif')
 # FGRP4_idx = 8
 
 # -------------------------------------------------------------------------------------
-# By publication date
-psr_timeline = np.array([[0,0],
-                         [4,1],  # CTA 1
-                         [12,15], # 16 PSRs - CTA1, Abdo et al., 2009
-                         [27,8], # 8 PSRs, Saz Parkinson et al., 2010
-                         [33,2], # 2 PSRs, Saz Parkinson et al., 2010
-                         [39,9], # 9 Pulsars, Pletsch et al. 2012
-                         [47,1], # J1838
-                         [47,1],  # J1311-3430
-                         [64,4], # 4 E@H Pulsars, 2013
-                         [84,1], # J1906
-                         [91, 13], # Next bunch of FGRP4 pulsars without J1208
-                         [100,1], # J1208
-                         [106, 2], # J1817, J1641
-                         [116,2], # 2 E@H MSPs
-                         [117,0]]) 
-FGRP1_idx = 8
-FGRP4_idx = 9
-AEI_idx = 5
-
-# -------------------------------------------------------------------------------------
-
 start = 54682
 mjd2008 = 54466
 
-months = 2008 + (psr_timeline[:,0] * (365.25 / 12) + (start - mjd2008))/365.25
-psrs = np.cumsum(psr_timeline[:,1])
+startdate = datetime.fromisoformat("2008-08-04")
+jan2008 = datetime.fromisoformat("2008-01-01")
+
+with open('psr_timeline.dat','r') as dat:
+    lines = dat.readlines()
+
+months = np.array([(datetime.fromisoformat(line.split()[1]) - startdate).days/365.25 for line in lines]) + (startdate - jan2008).days / 365.25 + 2008
+survey = np.array([line.split()[2] for line in lines])
+
+USC_mask = np.where(survey == 'USC')
+AEI_mask = np.where(survey == 'AEI')
+FGRP1_mask = np.where(survey == 'FGRP1')
+FGRP4_mask = np.where(survey == 'FGRP4')
+FGRP5_mask = np.where(survey == 'FGRP5') 
+FGRPB1_mask = np.where(survey == 'FGRPB1')
+
+fig,ax = plt.subplots(1,1,figsize=(6,4))
+plt.hist([months[USC_mask],
+          months[AEI_mask],
+          months[FGRP1_mask],
+          months[FGRP4_mask],
+          months[FGRP5_mask],
+          months[FGRPB1_mask]],
+         int(np.ceil(months.max()/12)),
+         cumulative=True,stacked=True,edgecolor='face')
+plt.hist(months,int(np.ceil(months.max()/12)),cumulative=True,color='black',histtype='step')
+
+# -------------------------------------------------------------------------------------
 
 xfmt = ScalarFormatter(useOffset=False)
 
-fig = plt.figure(figsize=(10,5.5))
-ax = fig.add_subplot(111)
-plt.step(months, psrs,where='post',color='red',linewidth=2.0)
-plt.xticks(np.arange(2009,2019))
+plt.xticks(np.arange(2009,2022))
 plt.ylabel('Total number of pulsars discovered')
-plt.title('Timeline of gamma-ray pulsar discoveries in blind searches with Fermi LAT')
+#plt.title('Timeline of gamma-ray pulsar discoveries in blind searches with Fermi LAT')
 
 ax.xaxis.set_major_formatter(xfmt)
-plt.xlim(months[0],months[-1])
+plt.xlim(2008.5,2021.3)
 
 # Survey labels
-plt.text(months[FGRP1_idx] + 0.8, 33,'E@H\nFGRP1',ha='center')
-plt.text(months[AEI_idx] + 1.0, 29,'ATLAS Cluster\n AEI Hannover',ha='center')
-plt.text(months[FGRP4_idx] + 1.40, 35,'E@H\nFGRP4',ha='center')
-
-# Survey shading
-plt.fill_between(months[FGRP4_idx:],psrs[FGRP4_idx:],color='grey',step='post')
-plt.fill_between(months[AEI_idx:FGRP1_idx+1],psrs[AEI_idx:FGRP1_idx+1],color='lightgrey',step='post')
-plt.fill_between(months[FGRP1_idx:FGRP1_idx+2],psrs[FGRP1_idx:FGRP1_idx+2],color='darkgrey',step='post')
+# plt.text(months[FGRP1_idx] + 0.8, 33,'E@H\nFGRP1',ha='center')
+# plt.text(months[AEI_idx] + 1.0, 29,'ATLAS Cluster\n AEI Hannover',ha='center')
+# plt.text(months[FGRP4_idx] + 1.40, 35,'E@H\nFGRP4',ha='center')
+# plt.text(months[FGRP5_idx] + 1.40, 40,'E@H\nFGRP5',ha='center')
 
 ax.spines['right'].set_visible(False)
 ax.spines['top'].set_visible(False)
 ax.xaxis.set_ticks_position('bottom')
 ax.yaxis.set_ticks_position('left')
 plt.ylim(ymin=0)
-plt.savefig('img/psrs_vs_time.png',bbox_inches='tight')
+plt.xlabel('Year')
+plt.savefig('img/psrs_vs_time.pdf',bbox_inches='tight')
 plt.show()
 
-- 
GitLab