Measurement of the cosmic ray positron spectrum with the Fermi LAT using the Earth’s magnetic field Justin Vandenbroucke (KIPAC, Stanford / SLAC) for the.

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Presentation transcript:

Measurement of the cosmic ray positron spectrum with the Fermi LAT using the Earth’s magnetic field Justin Vandenbroucke (KIPAC, Stanford / SLAC) for the Fermi LAT collaboration International Cosmic Ray Conference, Beijing August 15, 2011

Outline 1.Motivation 2.The Fermi Large Area Telescope 3.Charge identification with the geomagnetic field 4.Background subtraction 5.Results ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum1

Motivation: PAMELA measurement of increasing positron fraction, GeV ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum2 Nature 458, 607 (2009) GALPROP diffuse secondary production model (Moskalenko & Strong 1998) Possible explanations: primary astrophysical sources, dark matter, nonstandard secondary production, …

Fermi LAT measurement of combined cosmic ray electron + positron spectrum from 7 GeV to 1 TeV Abdo et al., PRL 102, (2009) Ackermann et al., PRD 82, (2010) ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum3 Next: can we identify positrons to check the PAMELA rising fraction? 2 challenges: 1)Suppress p + flux which is 3-4 order of magnitude larger than e + : same cuts as e + e - analysis and estimate residual background 2)Distinguish e + from e - : geomagnetic field see A. Moiseev talk

The Fermi Large Area Telescope (LAT): a pair-conversion telescope with ~1 m 2 effective area Calorimeter ACD Tracker ~1.8 m e+e+ e-e- γ ICRC 2011, Beijing4Justin Vandenbroucke: Fermi LAT positron spectrum Anti-Coincidence Detector: charged particle veto surrounding Tracker, 89 plastic scintillator tiles + 8 ribbons, efficiency for tagging singly charged particles Tracker: 16 modules: tungsten conversion foils + 80 m 2 of silicon strip detectors in 36 layers, 1.5 radiation lengths on-axis Calorimeter: 16 modules: 96 Cesium Iodide crystals per module, 8.6 radiation lengths on-axis, segmented for 3D energy deposition distribution Atwood et al., ApJ 697, 1071 (2009)

Geomagnetic field + Earth shadow = directions from which only electrons or only positrons are allowed ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum5 events arriving from West: e + allowed, e - blocked For some directions, e - or e + forbidden Pure e + region looking West and pure e - region looking East Regions vary with particle energy and spacecraft position To determine regions, use code by Don Smart and Peggy Shea (numerically traces trajectory in geomagnetic field) Using International Geomagnetic Reference Field for the 2010 epoch events arriving from East: e - allowed, e + blocked

Time-dependent region selection ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum6 e + only regione - only region both-allowed region “Deflected horizon” = boundary between allowed and shadowed trajectories Use instantaneous spacecraft position to determine two horizons for each energy Three regions: positron-only, electron-only, both-allowed e - deflected horizon (e - forbidden inside) e + deflected horizon (e + forbidden inside)

Validation of magnetic field model + tracer code 1.Geographical distribution of geomagnetic cutoffs predicted from code matches LAT data (arXiv: ) 2.Atmospheric positrons (and electrons) detected precisely from deflected direction expected from code: ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum7

Exposure maps: 2 example energy bins for all 3 regions ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum GeV e GeV e GeV e + e GeV e GeV e GeV e + e - Exposure units: m 2 s

Two background subtraction methods: (1) Monte Carlo (2) fit transverse shower size in flight data One example energy bin Fit with sum of two Gaussians Wide hadronic + narrow electromagnetic showers e + + e - region e - region e + region ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum9

Two background subtraction methods produce consistent results Three cross checks: Two background subtraction methods consistent Summed flux from e - and e + regions matches flux from both-allowed region Flux from both-allowed region matches previously published e + e - total flux ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum10 Fit-based background subtraction MC-based background subtraction

Systematic uncertainties in spectra EffectMC-based method Fit-based method Effective area±5% Onboard filter efficiency±5% Atmospheric e ± (<100 GeV)+0%, -3% Atmospheric e ± (>100 GeV)+0%, -10% Data-MC p + rate agreement8%NA Background proton index2-10%NA Fit parameterizationNA5% Reference θ distributionNA2-4% Total8-19%6-13% ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum11 Uncertainty of positron fraction is smaller (A eff uncertainty cancels)

Final results: electron-only, positron-only, and both-allowed spectra ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum12 Use fit-based result (lower uncertainty than MC-based) except for highest energy bin, where statistics insufficient for fitting

Final results: positron fraction ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum13 Fraction = ϕ(e + ) / [ϕ(e + ) + ϕ(e - )] We don’t use the both-allowed region except as a cross check Positron fraction increases with energy from 20 to 200 GeV

extra slides ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum14

Angular distribution of events above 100 GeV (with respect to deflected positron horizon, for events below deflected electron horizon) ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum15

The Fermi Gamma-ray Space Telescope Launched by NASA at Cape Canaveral June 11, 2008 Routine science began August 2008 Two instruments – Large Area Telescope: 20 MeV – 300 GeV – Gamma-ray Burst Monitor: 8 keV – 40 MeV Data publicly available since August 2009 Orbit: 565 km, 25.6 o inclination, circular Field of view = 2.4 sr (38% of 2π) Observe entire sky every 2 orbits = 3 hrs Expect thousands of sources, with spectra for hundreds ~0.1° resolution at 10 GeV, ~0.5° at 1 GeV, ~4° at 100 MeV ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum16

ATIC (Advanced Thin Ionization Calorimeter): bump in combined electron + positron spectrum at GeV 3 balloon flights in Antarctica, events between 300 and 800 GeV ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum17 ATIC AMS-01 BETS, PPB-BETS PPB-BETS x PPB-BETS - GALPROP --- GALPROP with solar modulation Nature 456:362, 2008

Recently updated PAMELA electron + positron analysis ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum18 PRL 106, (May 20, 2011)

Recently updated PAMELA electron + positron analysis ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum19 PRL 106, (May 20, 2011) e - spectrum positron fraction

~E -2.7 power law Proton flux an order of magnitude larger than alpha flux PAMELA proton and alpha spectra ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum20 protons Science 332 (6025): (2011) alphas

PAMELA antiproton fraction Consistent with diffuse model, unlike positron spectrum ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum21 PRL 102, (2009)

Fermi LAT orbits and exposure Nearly uniform exposure every two orbits Typical point on sky viewed for 30 minutes every 3 hours Rocking: alternate North-pointing orbit with South-pointing orbit This survey mode has been used exclusively except for an initial pointed-mode commissioning period and several pointed-mode observations of a few days each (Crab Nebula twice, Cyg X-3 once, and very bright blazar flare – 3C – once) ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum22 Atwood et al., ApJ 697, 1071 (2009)

Fermi LAT data taking Launched June 11, 2008 (3 years old!) Normal data taking since August 4, 2008 Data are publicly available, along with analysis software, from the Fermi Science Support Center ( 175 billion events at trigger level as of May 10, 2011 (~2 kHz) 40 billion events sent from satellite to ground (after onboard filtering) Photons available for download, few hours after being detected As of May 2011, ~600 million photon events available, collected since August 4, 2008 Detecting 6.3 gamma rays per second ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum23

Separating electrons and positrons from gammas and protons Anti-coincidence detector (ACD = set of scintillator tiles surrounding instrument) usually required to not fire, to reject charged particles and keep gamma rays Here we require the ACD to fire, to select charged particles and reject the gamma ray “background” Proton rejection: require broader, clumpier shower in CAL, TKR, and ACD: ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum24 Increasing cut level and background rejection: required ~10 3 to 10 4 proton rejection achieved

Hadron-lepton separation and data – Monte Carlo comparison ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum25 after calorimeter cutsafter tracker cuts after anti-coincidence cutsafter classification tree cuts

Acceptance and residual background contamination ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum26 Acceptance (“geometric factor) = 1-3 m2sr in 20 GeV to 1 TeV range Residual hadron contamination = 5 to 20 %

Low-energy and high-energy data streams ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum27 LE: “minimum bias” set, 1 of every 250 triggered events sent to ground HE: any event that deposits ≥ 20 GeV in calorimeter sent to ground Two parallel analyses for two streams, with good consistency in overlap region

Energy resolution, measured with beam test: ~15% ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum28

e + e - interpretation 1: conventional diffuse model ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum29 Black: electron + positron, blue: electron only Dashed: without solar modulation

e + e - interpretation 2: softer diffuse secondary model, plus additional source at high energy ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum30 Tuned to the data: softer diffuse injection spectrum, plus an additional component at high energy (pulsar? dark matter?)

Search for anisotropy in cosmic ray electron + positron flux 1.6 M candidate electrons above 60 GeV in first year Entire sky searched for anisotropy with range of angular scales (10° to 90°) and energies Dipole upper limits: 0.5% to 10% (comparable to expectation for single nearby source: models are not constrained) Ackermann et al, PRD 82, (2010) ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum31 upper limits

Cosmic ray electron/positron separation at ~ TeV with MAGIC and the Moon shadow? ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum32 Measure electrons/positrons using imaging atmospheric Cherenkov telescopes like HESS, but use the Moon shadow to separate electrons and positrons (two shadows separated by ~1° at ~1 TeV) Moon phase must be < ~50% to avoid damaging PMTs They have made observations and are analyzing e- shadow e+ shadow MAGIC, arXiv:

Geomagnetic cutoff rigidities Determine geomagnetic cutoff energy as a function of geomagnetic orbital coordinates (higher McIlwainL  lower cutoff energy) in each McIlwainL interval, measure spectrum for primary component above the cutoff, then recombine different spectra in the global spectrum BONUS: this can be used to measure the absolute energy scale of the LAT Below 20 GeV, we need to consider the shielding effect of the geo- magnetic field ICRC 2011, Beijing33Justin Vandenbroucke: Fermi LAT positron spectrum

Spectra: p +, e + e -, e +, p-bar ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum34 From A. Strong cosmic ray database and M. Pesce-Rollins PhD thesis

Proton flux 3-4 orders of magnitude larger than positron flux ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum35 From A. Strong cosmic ray database and M. Pesce-Rollins PhD thesis

Example interpretation with modified secondary production ICRC 2011, BeijingJustin Vandenbroucke: Fermi LAT positron spectrum36 Stawarz et al., ApJ 710:236 (2010) Diffuse Galactic gammas pair produce on stellar photon field Requires high starlight and gas densities Both could be high near primary sources (e.g. SNRs)