3D simulation Of Extensive Air Showers at Pierre Auger Observatory
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Transcript of 3D simulation Of Extensive Air Showers at Pierre Auger Observatory
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João Espadanal, Patricia Gonçalves, Mário Pimenta
24-01-2013
Santiago de Compostela3rd IDPASC school
Auger LIP Group
3D simulation Of Extensive Air Showers at Pierre Auger Observatory
3rd IDPASC School João Espadanal January 2012 /15
Pierre Auger Observatory: Motivation
Cosmic Ray spectrum Study of Cosmic Rays at ultra high Energies many challenges What is the shape at the end of the
spectrum?What is the composition of cosmic rays?What is the origin of these extremely
energetic particles?
Are the physical interactions the same?Are there new interactions?
?
1. Motivation
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3rd IDPASC School João Espadanal January 2012 /15
Extensive Air Shower
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Air shower Detection:
(dE/dX)max
Hadronic interactions and high energy physics
Shower development
Cosmic Ray Primary Energy
Quasi calorimetric energy measurement
g/cm2 of crossed atmosphere
Xmax
Energy Deposited
Fluorescence Light
How to detect a cosmic ray?
Cherenkov Light
1. Cosmic Rays and The Pierre Auger Observatory
3rd IDPASC School João Espadanal January 2012 /15
Pierre Auger Observatory
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The Pierre Auger Observatory (PAO) was recently completed (3000km2, 1600 Cherenkov tanks and 4 FD facilities, ...)
With this experiment we have better quality and higher statistics than ever
PAO uses SD and FD detection techniques simultaneously, Hybrid technique.
Has a very good atmospheric monitoring to better control the systematic uncertainty
Allows studies up to 1021 eV events (lab frame)
Pierre Auger Observatory
SD detectors FD detectors(Surface Detectors) (Fluorescence Detectors)
1. Cosmic Rays and The Pierre Auger Observatory
3rd IDPASC School João Espadanal January 2012 /15
Extensive Air Showers structure2. Extensive Air Showers structure
Cherenkov Light
Fluorescence Light
Light detected is mostly
Fluorescence Light detected dominated by
Cherenkov
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Rayleight Scattering Mie Scattering
3rd IDPASC School João Espadanal January 2012 /15
Light Detected in the Telescope
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One typical event:
Time signal in one pixel
Fluorescence rich event
Cherenkov rich event
Shower Length in Time
2. Extensive Air Showers structure
3rd IDPASC School João Espadanal January 2012 /15
Shower in 3 Dimensions
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SDId 3599086Energy = 1.58x1019
Distance to eye= 3.87 km
Shower intrinsic width
Shower in 3D space
Detector effectsAtmospheric effects
Shower Image width
Shower intrinsic width DetectorAtmosphere
2. Extensive Air Showers structure
Light aberration Internal reflections Reflections and detections
efficiencies
Multi ScatteringMulti Scattering
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We generate the air showers All information
is projected into a line
To study interesting lateral information we need to have a 3D simulation, instead of having the information projected into a line( at the generator level)
Is Better to have
3. 3D Simulation Method
3D Simulation: motivation
Longitudinal profiles
3rd IDPASC School João Espadanal January 2012 /15
BinTheSky Framework Solution (at generator)
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Energy Deposit for fluorescence emission
3. 3D Simulation Method
r : 50 x 20m : 24 x 15 deg z : 300 x 100 m (size: 1000m x 360 deg x 30000 m)
Relatively easy to implement Fluorescence light emission:
Energy Deposit => Isotropic emission
Bins with Cylindrical geometry at generator level
Cherenkov Emission?
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BinTheSky: Information for Cherenkov emission
Information for Cherenkov (in generator to be used in Auger Framework):
Electron Length
distribution
NElectron angle distribution
Δ𝜙
𝚫𝝓
𝜶
Electron Length
distribution
N Electron angle distribution
𝚫𝝓 bin = 1º
bin = 1º
direction
l – length travel by electron in bin
𝑁𝑝ℎ = 𝑛𝐸𝑙𝑒𝑐𝑡𝑟𝑜𝑛𝑠 .𝒍𝛂 𝒍𝛟𝒍𝐓𝐨𝐭𝐚𝐥 𝑐𝑘൬1− 1𝑛2൰൬1𝜆2 − 1𝜆1൰
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3. 3D Simulation Method
3rd IDPASC School João Espadanal January 2012 /15
BinTheSky: In Auger Offline Framework
Propagation time
Emission time
𝜶
𝚫𝝓
1bin in and 𝚫𝝓
𝚫𝝓 bin = 1º
bin = 1º
BinTheSky embodied in the Auger Offline Framework(Auger Simulation and reconstruction software)
for each SkyBin find and bins in FoV. Calculate the solid angle and attenuation for
(, ) bin.
SkyBin
In ShowerSimulatorLX:Produce photons: Fluorescence
emission Cherenkov emission
Propagate Photons to detector using geometrical information :
solid angleemission angledistance to telescope
Attenuate and scatter photonsCherenkov scattered Multiple-scattering
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3. 3D Simulation Method
3rd IDPASC School João Espadanal January 2012 /15
BinTheSky: Cherenkov Emission tests
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Cherenkov Pool on ground for a shower with θ=63º:Heat Telescope, Field-of-View ( 30o –
60o)
FD Telescope, FoV ( 0o - 30o)
3. 3D Simulation Method
Shower Direction
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Fluorescence and Cherenkov Validation
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Energy distribution
Xmax distribution
4. Fluorescence and Cherenkov Results
Energy distribution
Xmax distribution
Preliminary
Preliminary
Standard Simulation3D SimulationData
Fluorescence Emission Cherenkov Emission
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Future Analyses on Lateral distributions
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Zeta distance
4. Fluorescence and Cherenkov Results
Preliminary
Preliminary
Standard Simulation3D SimulationData
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Summary and prospects
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We saw that the Fluorescence emission was validated (GAP-2012-039)
Cherenkov emission is being tested Firsts longitudinal results compatible with standard SimulationFurther validation with a large sample of data events
with Cherenkov and Fluorescence
Applications to the Telescopes HEAT + Coihueco
Future Work:Study and comprehension of the transverse light profile Cherenkov studies in HEATImplement Scattered Cherenkov Full implementation of a
3D Simulation and 3D reconstruction
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Thank You
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Pierre Auger Observatory
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The Pierre Auger Observatory (PAO) was completed in May 2008 (3000km2, 1600 Cherenkov tanks and 4 FD facilities, ...)
Hybrid techniqueWith this experiment we have better quality
and higher number of cosmic ray events than ever
Pierre Auger Observatory
Malargue, Argentina
1. Cosmic Rays and The Pierre Auger Observatory
3rd IDPASC School João Espadanal January 2012 /15
Fluorescence Detectors
PMT Pixels
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4 stations with 6 telescopesEach telescope with each with 30º x 28.6º field of
viewCamara with 440 PMT pixels (20 x 22)
Several calibrating systemsLaser system, LIDAR stations, Aerosol monitors,
clouds and stars monitoring~10% duty cycle
Fluorescence Detector (FD)
FD building design
FD Telescope design
FD Camera representation
1. Cosmic Rays and The Pierre Auger Observatory
3rd IDPASC School João Espadanal January 2012 /15
BinTheSky: Information for Cherenkov emission
Information for Cherenkov (in generator to be used in Auger Framework):
Electron Length
distribution
NElectron angle distribution
Δ𝜙
𝚫𝝓
𝜶𝚫𝝓
𝝓xsh
ysh
Electron Length
distribution
N Electron angle distribution
𝚫𝝓 bin = 1º
bin = 1º
direction
l – length travel by electron in bin
𝑁𝑝ℎ = 𝑛𝐸𝑙𝑒𝑐𝑡𝑟𝑜𝑛𝑠 .𝒍𝛂 𝒍𝛟𝒍𝐓𝐨𝐭𝐚𝐥 𝑐𝑘൬1− 1𝑛2൰൬1𝜆2 − 1𝜆1൰
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3. 3D Simulation Method
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Final distribution𝝓 of electrons
Final distribution𝜶 of electrons
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The 3D validation procedure
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Select data Events Generate those events in CORSIKA
3D Simulation in offline
(using the BinTheSky information)
+Offline
Reconstruction
KG Simulation in offline
+Offline
Reconstruction
Compare
With BinTheSky Framework
Fluorescence emission is validated (GAP-2012-039)
Cherenkov emissionOn progress
3rd IDPASC School João Espadanal January 2012 /15
Fluorescence Validation
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3D simulation of EAS for the FD: validation with a Fluorescence rich data sample
(internal note GAP-2012-039)
Energy distribution
Xmax distribution
dE/dX Sum of the events
4. Fluorescence and Cherenkov Results
Standard Simulation3D SimulationData
3rd IDPASC School João Espadanal January 2012 /15
Cherenkov Validation
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in ProgressEnergy distribution
Xmax distribution
dE/dX Sum of the events
4. Fluorescence and Cherenkov Results
Preliminary
Preliminary
Preliminary
Standard Simulation3D SimulationData
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SDiD: 4943331
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SDiD: 4943331
Data
3D
KG
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SDiD: 4943331
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Data
3D
KG
SDiD: 4943331
3rd IDPASC School João Espadanal January 2012 /15
SDiD: 4943331
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Data
3D
KG
3rd IDPASC School João Espadanal January 2012 /15
SDiD: 4943331
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Data 3D
KG
3rd IDPASC School João Espadanal January 2012 /15
SDiD: 4943331
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Data
3D
KG
3rd IDPASC School João Espadanal January 2012 /15
A few Results
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SDiD: 9721432
Data
3D
KG
3rd IDPASC School João Espadanal January 2012 /15
SDiD: 9721432
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Data
3D
KG
SDiD: 9721432
3rd IDPASC School João Espadanal January 2012 /15
SDiD: 9721432
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Data
3D
KG
3rd IDPASC School João Espadanal January 2012 /15
SDiD: 9721432
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Data
3D
KG