Claudio Bogazzi * - NIKHEF Amsterdam ICRC 2011 – Beijing 13/08/2011

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Presentation transcript:

Claudio Bogazzi * - NIKHEF Amsterdam ICRC 2011 – Beijing 13/08/2011 Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope Claudio Bogazzi * - NIKHEF Amsterdam ICRC 2011 – Beijing 13/08/2011 * on behalf of the ANTARES collaboration

Outline Data / MC and final sample. Detector performance. Algorithm for the search. Full sky search. Candidate list search. 42°50’ latitude Nord 6°10’ longitude Est Disclaimer: this talk is about preliminary results with data collected from 2007 to 2010. 2007-2008 results on the arxiv: First Search for Point Sources of High Energy Cosmic Neutrinos with the ANTARES Neutrino Telescope - Arxiv:1108.0292v1 Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

Data sample Data collected from 2007 to 2010. Integrated livetime of the analysis: 813 days. After cuts on quality variable Λ > -5.2 and error estimate β < 1°, 3058 final events selected (over a total of 58 millions up-going muons). Choice of the cuts made in order to optimize discovery potential. 14% muon contribution (40% contribution with Λ > -5.4 for the 2007-2008 analysis) lines year livetime (days) 5 2007 183 9-10-12 2008 189 12 2009 209 2010 232 Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

Data / MC Cos(zenith) angle distribution. Number of hits distribution. In both cases the bottom plot shows the ratio data / MC μ + υ Number of hits distribution. Keep in mind this plot! Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

Detector performance Angular resolution: cumulative distribution of the angle between the true neutrino track and the reconstructed muon event that passes the selection criteria (assuming E-2 spectrum). The median is 0.46°. 83% of the events are reconstructed better than 1° preliminary preliminary Acceptance: number of events that would be produced (and selected) by a point-source flux of 10-8 (E / GeV)-2 GeV-1 cm-2 s-1 as a function of the declination. Visibility factor included (as well as the final cuts of the analysis). Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

The algorithm Unbinned likelihood ratio method. PSF, preliminary Nhits vs PSF, preliminary Background rate, preliminary ex. full sky search Fitting procedure (3 parameters for the candidate list search, 1 for the full sky) returns the test statistic Q. The bigger is Q, the more data are signal-like. Analysis performed also with an alternative method (EM). Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

Improvement with Nhits One of the main goal of this analysis was to use an energy estimator (not implemented in previous analysis with 2007-2008 data). First energy reconstruction results very promising (see D. Palioselitis’s talk) However, for this analysis we decide to adopt the number of hits information in order to discriminate low to high energy events. Here’s what we gain in terms of discovery potential: Full sky search: 25 (22) % better for the 3(5)σ probability using the Nhits information. Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

Full sky search Nsig = 5 Q = 13.02 p-value = 0.026 Looking for an excess of signal events everywhere in the (visible) sky. Most signal-like cluster at α = -46.5, δ = -65.00; it consists of 9 events inside a 3° cone. p-value = 0.026 => 2.6% chance to get the same or larger (more signal like) Q value amongst the background only cases. Result compatible with the background hypothesis. Nsig = 5 Q = 13.02 p-value = 0.026 Significance = 2.2 σ 3° 1° Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope

Full sky search Galactic coordinates Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope

Candidate list search Looking for an excess of signal events on a pre-defined list of candidate sources. 51 candidate sources considered: 24 used in 2007-2008 analysis + 27 “new” ones (selection based on a convolution between the visibility and the gamma ray flux). Results: first 11 sources sorted by the Q-value. Last column shows the 90% CL upper limit on the flux (E / GeV)-2 GeV-1 cm-2 s-1 ) computed with the Feldman – Cousins prescription. HESS J1023-575 most signal like, p-value 40% (post trial). Compatible with the background hypothesis. Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

Candidate list search Factor 2.5 improvement in sensitivity (compared with previous analysis). For many candidate sources the limits obtained are the most stringent to date. (for the Southern Hemisphere IceCube requires a flux component at very high energies > 1 PeV). Systematics: 15% acceptance 10% Nhits 15% angular resolution 0.1° for the absolute orientation of the detector. IC40+IC59 sensitivity ( ~ 2.5 factor better than IC40) not shown. Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope

Conclusion Presented for the first time (preliminary) results for the search of point-line sources of neutrino using data collected from 2007 to 2010. 3058 up-ward going events selected (estimated neutrino purity 86%). Nhits information on the likelihood: 25 (22) % better for the 3(5)σ probability of discovery in the full sky search. Neither the full sky search, nor the candidate list search shows a significant excess of signal events over the background. For the full sky search, the most signal like cluster was found at (α, δ) = -46.5°, -65.0°. The fit returns 5 signal events out a total of 9. The p-value is 0.02 which corresponds to 2.2 sigma. Concerning the fixed search, HESS J1023-575 is the most signal like source with a value for the test statistic Q = 2.37 and a corresponding p-value (post trial) of 40%. Results cross-checked with a different algorithm (EM method). See poster Search for point sources with the ANTARES neutrino telescope using the EM clustering algorithm by J. P. Gomez for more info about the EM. Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope

謝謝 Thank you! Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

BACKUP Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope

The ANTARES detector Antares detector Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

ANTARES detection principle 3D photomultiplier array Cherenkov light from muon gč 43° m Reconstruction of  trajectory (~ ) from timing and position of PMT hits CC nm interaction Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope – ICRC 2011

2007 – 2008 analysis Paper submitted to The Astrophysical Journal Letters on August 1st (Arxiv:1108.0292v1 ). Final sample: 2190 up-ward going events, selected with quality cuts Λ > -5.4 and β < 1° (40% muon contribution). Livetime of the analysis: 304 days. Angular resolution: 0.5° ± 0.1° Unbinned likelihood ratio method (no hits information). Full sky search: most signal like cluster found at (α, δ) = (43.21°, -0.50°) with 3.4 fitted signal events. p-value 12%. Candidate search: most signal like source candidate is HESS J1023-575 where 3(5) events are within 1° (3°) of its position. p-value = 17% Claudio Bogazzi - Searching for point sources of high energy cosmic neutrinos with the ANTARES telescope