SlideShare une entreprise Scribd logo
1  sur  4
Télécharger pour lire hors ligne
Telescope Array Results Gordon Thomson
1
Results from the Telescope Array Experiment
Gordon B. Thomson1
Department of Physics and Astronomy
University of Utah
Salt Lake City, UT, USA
E-mail: thomson@physics.utah.edu
The Telescope Array (TA) is the largest experiment in the northern hemisphere studying
ultrahigh energy cosmic rays. TA is a hybrid experiment, which means it has two detector
systems: a surface detector and a fluorescence detector. In this paper we report on results from
TA on the spectrum, composition, and anisotropy of cosmic rays. The spectrum measured by
the TA surface detector, cosmic ray composition measured with the TA fluorescence detectors
operating in stereoscopic mode, and a search for correlations between the pointing directions of
cosmic rays, seen by the surface detector, and AGN’s are presented.
1. Introduction
The Telescope Array (TA) experiment has the aim of studying ultrahigh energy cosmic
rays, and is located in Millard County, Utah, USA. TA is a hybrid experiment which consists of
a surface detector (SD) of 507 scintillation counters deployed on a 1.2 km grid, plus three
fluorescence detector (FD) stations that overlook the SD. The two detector systems have been
collecting data since early 2008. In this paper we present three physics results from the
Telescope Array. First is the spectrum of cosmic rays measured by the SD. Here we use a
technique new to the analysis of SD data. In our spectrum the ankle appears, plus a suppression
(of significance 3.5 standard deviations) at the expected energy of the GZK cutoff [1]. Our
spectrum is consistent with that measured by the High Resolution Fly’s Eye (HiRes) experiment
[2].
The composition of cosmic rays is studied most reliably by measuring the mean value of
the depth of shower maximum, called <Xmax>. Here we measure <Xmax> using data from
two of the TA FD’s operating in stereoscopic mode. The result indicates that the composition is
light, most likely mostly protons. This result bears on the controversy between the HiRes result
[3], and that of the Pierre Auger experiment [4].
The third result presented here is a search for correlations between TA SD events’ pointing
directions and the positions of Active Galactic Nuclei (AGN) from the Veron-Cetty and Veron
catalog [6]. We use the exact selection criteria of the Auger experiment [5], but find no
correlations above the random level.
1
Speaker, representing the Telescope Array Collaboration.
Telescope Array Results Gordon Thomson
2
2. Cosmic Ray Spectrum Measurement
In this section we describe a measurement of the spectrum of cosmic rays using the
surface detector of the TA experiment. We use a technique new to SD analysis, where we make
a detailed Monte Carlo simulation of our surface detectors which we compare to the actual data.
We show that the simulation reproduces all the features of the data, and hence can be used to
calculate the aperture of the surface detector. Previous experiments used only events whose
energies are on the plateau of ~100% efficiency, but our analysis can include energies where the
efficiency is much lower. In this way our measurement covers a wider energy range than that of
many other experiments. We avoid the uncertainty in energy scale of shower simulation
programs by normalizing our energy scale to the experimentally better controlled energy scale
of our fluorescence detector using events seen in common. The result is a spectrum that agrees
excellently with that of the HiRes experiment [2].
The problem with using shower Monte Carlo programs is that at ultrahigh energies
generating showers requires too much CPU time. Many such programs include an
approximation called “thinning” where, when particles fall below a preset energy, most are
removed from further consideration and remaining particles at a similar point in phase space are
assigned weights to take this into account. Using this approximation can lower the CPU
requirements to a reasonable level. The resulting showers are accurate in the core region, but in
the tails of the shower an inaccurate distribution of particles is made. We have developed a
procedure called “dethinning” which attempts to replace the missing particles by changing a
particle of weight w into a swarm of w particles; i.e., replacing the particles that were removed.
We test this procedure by comparing the distributions of kinematic and dynamical variables
from the shower with the TA SD data, and find excellent agreement. As an example, typical of
many, we show in Figure 1 the zenith angle of cosmic rays. The data are the black points, and
the Monte Carlo, normalized to the area of the data, is the red histogram. At this stage of our
analysis we are considering cosmic rays of zenith angle less than 45°.
Figure 1. Comparison of TA surface detector data to the Monte Carlo simulation. The data is the black
points and the Monte Carlo is the red histogram. In the left panel the zenith angle of cosmic rays is
shown, and the right panel shows the reduced χ2
of the lateral distribution fit.
Since Monte Carlo programs use predictions of cross sections in the ultrahigh energy
region made by using considerable extrapolation from actual measurements at lower energies,
the energy scale of shower Monte Carlo programs has considerable uncertainty. Calculating
that uncertainty is very difficult. To avoid this problem we adjusted the energy scale of our
reconstruction of SD events to that of our fluorescence detector. Here one can reliably estimate
Telescope Array Results Gordon Thomson
3
the energy scale uncertainty, in our case about 20%. The adjustment consisted of a 27%
reduction in event energies. We observe no nonlinearity in the comparison of the two energy
scales.
Figure 2 shows the spectrum measured using TA surface detector data in black, and that of
the HiRes experiment in color. The two spectra agree to a remarkable extent. This is
particularly interesting because they were measured in different experiments using entirely
different techniques. The TA SD spectrum shows the “ankle” feature at 1018.75
eV, and evidence
for a flux suppression at 1019.75
eV, the energy expected for the GZK cutoff. The significance of
the suppression is about 3.5 standard deviations.
Figure 2. Left panel: the spectrum of cosmic rays measured using the Telescope array surface detector
data, shown in black. The two HiRes monocular spectra are shown in red and blue. E3
times the flux is
shown. The agreement is remarkable, considering that the results come from different experiments which
used very different techniques. For comparison, in the right panel results from the AGASA and Pierre
Auger experiments are shown as green circles and green squares, respectively.
3. Cosmic Ray Composition Measurement
The most direct way of studying the composition of cosmic rays is to measure the mean
depth of shower maximum, called <Xmax>. As an example of the sensitivity to composition,
protons are expected to have <Xmax> 75-100 g/cm2
deeper into the atmosphere than iron,
where resolutions in <Xmax> of 20 g/cm2
are achievable. We have measured <Xmax> using
events seen by two of the TA fluorescence detectors operating in stereoscopic mode. This mode
results in reconstruction of events’ pointing directions with resolution better than 1°, the level
needed for accurate <Xmax> measurement.
Our analysis proceeds in a way similar to that described in the section above, in that we
made a detailed Monte Carlo simulation of the experiment (this time of the fluorescence
detectors), and tested it using comparisons between data histograms of many kinematic and
dynamic variables and Monte Carlo. These comparisons show that our simulation is very
accurate. When we reconstruct Xmax for data events and plot means as a function of energy we
get the points in Figure 3. The lines are the predictions from our Monte Carlo simulation using
several hadronic generator programs, where the Monte Carlo events have been reconstructed
using the same program as the data. The data indicate that the composition is very light, most
likely almost all protons.
Telescope Array Results Gordon Thomson
4
Figure 3. Mean Xmax as a function of energy. TA stereo data is shown, plus the predictions for protons
and iron from several hadronic generator models.
4. Search for Correlations with Active Galactic uclei
The Pierre Auger collaboration has reported correlations between the pointing directions of their
first 27 events above 57 EeV and active galactic nuclei (AGN) [5]. They scanned the first 14
events in energy, correlation angle, and maximum redshift to form a hypothesis of how to find
the highest correlations, then tested this hypothesis with their next 13 events. In Reference [5]
they state that correlations were found in this “test set” with a chance probability of 0.002.
Further data are available from the HiRes experiment [7]. Using the exact Auger selection
criteria, they have 13 events above 57 EeV. 2 were correlated with AGN’s with 3 expected by
chance. This is consistent with no correlations.
Using exactly the same selection criteria and the same AGN catalogue [6] the TA
collaboration searched for such correlations. We used the TA SD data set, described above,
where events above 57 EeV have an angular resolution of about 1.2°, much smaller than the
3.1° correlation angles in the optimized Auger search criteria. Above 57 EeV we have 13
events, and observe 3 correlated events where 3.0 are expected by chance. There is thus no
correlation signal in the TA data.
References
[1] K. Greisen, Phys. Rev. Lett. 16, 748 (1966); G.T. Zatsepin and V.A. Kuzmin, JETP Lett. 4, 78
(1966)
[2] R.U. Abbasi et al., Phys. Rev. Lett. 100,101101 (2008).
[3] R.U. Abbasi et al., Phys. Rev. Lett. 104, 161101 (2010).
[4] J. Abraham et al., Phys. Rev. Lett. 104, 091101 (2010).
[5] The Auger Collaboration, Science 318, 938 (2007).
[6] M.-P. Veron-Cetty and P. Veron, Astron. Astrophys. 455, 773 (2006).
[7] R.U. Abbasi et al., Astropart.Phys. 30, 175 (2008).
Preliminary

Contenu connexe

Tendances

A gravitational-wave standard siren measurement of the Hubble constant
A gravitational-wave standard siren measurement of the Hubble constantA gravitational-wave standard siren measurement of the Hubble constant
A gravitational-wave standard siren measurement of the Hubble constant
Sérgio Sacani
 
Review of Tokamak Physics As a Way to Construct a Device Optimal For Graviton...
Review of Tokamak Physics As a Way to Construct a Device Optimal For Graviton...Review of Tokamak Physics As a Way to Construct a Device Optimal For Graviton...
Review of Tokamak Physics As a Way to Construct a Device Optimal For Graviton...
GLOBAL HEAVYLIFT HOLDINGS
 
A close pair_binary_in_a_distant_triple_supermassive_black_hole_system
A close pair_binary_in_a_distant_triple_supermassive_black_hole_systemA close pair_binary_in_a_distant_triple_supermassive_black_hole_system
A close pair_binary_in_a_distant_triple_supermassive_black_hole_system
Sérgio Sacani
 
The atacama cosmology_telescope_measuring_radio_galaxy_bias_through_cross_cor...
The atacama cosmology_telescope_measuring_radio_galaxy_bias_through_cross_cor...The atacama cosmology_telescope_measuring_radio_galaxy_bias_through_cross_cor...
The atacama cosmology_telescope_measuring_radio_galaxy_bias_through_cross_cor...
Sérgio Sacani
 
Distances luminosities and_temperatures_of_the_coldest_known_substelar_objects
Distances luminosities and_temperatures_of_the_coldest_known_substelar_objectsDistances luminosities and_temperatures_of_the_coldest_known_substelar_objects
Distances luminosities and_temperatures_of_the_coldest_known_substelar_objects
Sérgio Sacani
 
The Internal Structure of Asteroid (25143) Itokawa as Revealed by Detection o...
The Internal Structure of Asteroid (25143) Itokawa as Revealed by Detection o...The Internal Structure of Asteroid (25143) Itokawa as Revealed by Detection o...
The Internal Structure of Asteroid (25143) Itokawa as Revealed by Detection o...
WellingtonRodrigues2014
 
A new universal formula for atoms, planets, and galaxies
A new universal formula for atoms, planets, and galaxiesA new universal formula for atoms, planets, and galaxies
A new universal formula for atoms, planets, and galaxies
IOSR Journals
 
Investigating Techniques to Model the Martian Surface Using
Investigating Techniques to Model the Martian Surface UsingInvestigating Techniques to Model the Martian Surface Using
Investigating Techniques to Model the Martian Surface Using
Alexander Reedy
 

Tendances (20)

A gravitational-wave standard siren measurement of the Hubble constant
A gravitational-wave standard siren measurement of the Hubble constantA gravitational-wave standard siren measurement of the Hubble constant
A gravitational-wave standard siren measurement of the Hubble constant
 
Presentation @ KIAS pheno group end year meeting: 2012.12.20
Presentation @ KIAS pheno group end year meeting: 2012.12.20Presentation @ KIAS pheno group end year meeting: 2012.12.20
Presentation @ KIAS pheno group end year meeting: 2012.12.20
 
Nature12888
Nature12888Nature12888
Nature12888
 
Thermal structure of_an_exoplanet_atmosphere_from_phase_resolved_emssion_spec...
Thermal structure of_an_exoplanet_atmosphere_from_phase_resolved_emssion_spec...Thermal structure of_an_exoplanet_atmosphere_from_phase_resolved_emssion_spec...
Thermal structure of_an_exoplanet_atmosphere_from_phase_resolved_emssion_spec...
 
Review of Tokamak Physics As a Way to Construct a Device Optimal For Graviton...
Review of Tokamak Physics As a Way to Construct a Device Optimal For Graviton...Review of Tokamak Physics As a Way to Construct a Device Optimal For Graviton...
Review of Tokamak Physics As a Way to Construct a Device Optimal For Graviton...
 
Beckwith Paper Posits a Challenge to Dysonian Assertions As to Non-viability ...
Beckwith Paper Posits a Challenge to Dysonian Assertions As to Non-viability ...Beckwith Paper Posits a Challenge to Dysonian Assertions As to Non-viability ...
Beckwith Paper Posits a Challenge to Dysonian Assertions As to Non-viability ...
 
A close pair_binary_in_a_distant_triple_supermassive_black_hole_system
A close pair_binary_in_a_distant_triple_supermassive_black_hole_systemA close pair_binary_in_a_distant_triple_supermassive_black_hole_system
A close pair_binary_in_a_distant_triple_supermassive_black_hole_system
 
Research paper 1
Research paper 1Research paper 1
Research paper 1
 
Calculation method to estimate the sunlight intensity falling on flat panel s...
Calculation method to estimate the sunlight intensity falling on flat panel s...Calculation method to estimate the sunlight intensity falling on flat panel s...
Calculation method to estimate the sunlight intensity falling on flat panel s...
 
The atacama cosmology_telescope_measuring_radio_galaxy_bias_through_cross_cor...
The atacama cosmology_telescope_measuring_radio_galaxy_bias_through_cross_cor...The atacama cosmology_telescope_measuring_radio_galaxy_bias_through_cross_cor...
The atacama cosmology_telescope_measuring_radio_galaxy_bias_through_cross_cor...
 
Towards the identification of the primary particle nature by the radiodetecti...
Towards the identification of the primary particle nature by the radiodetecti...Towards the identification of the primary particle nature by the radiodetecti...
Towards the identification of the primary particle nature by the radiodetecti...
 
Constraining photon dispersion relation from observations of the Vela pulsar ...
Constraining photon dispersion relation from observations of the Vela pulsar ...Constraining photon dispersion relation from observations of the Vela pulsar ...
Constraining photon dispersion relation from observations of the Vela pulsar ...
 
Towards the identification of the primary particle nature by the radiodetecti...
Towards the identification of the primary particle nature by the radiodetecti...Towards the identification of the primary particle nature by the radiodetecti...
Towards the identification of the primary particle nature by the radiodetecti...
 
Distances luminosities and_temperatures_of_the_coldest_known_substelar_objects
Distances luminosities and_temperatures_of_the_coldest_known_substelar_objectsDistances luminosities and_temperatures_of_the_coldest_known_substelar_objects
Distances luminosities and_temperatures_of_the_coldest_known_substelar_objects
 
The Internal Structure of Asteroid (25143) Itokawa as Revealed by Detection o...
The Internal Structure of Asteroid (25143) Itokawa as Revealed by Detection o...The Internal Structure of Asteroid (25143) Itokawa as Revealed by Detection o...
The Internal Structure of Asteroid (25143) Itokawa as Revealed by Detection o...
 
A new universal formula for atoms, planets, and galaxies
A new universal formula for atoms, planets, and galaxiesA new universal formula for atoms, planets, and galaxies
A new universal formula for atoms, planets, and galaxies
 
Consequencies of the new intensity formula in many optical spectroscopy fields
Consequencies of the new intensity formula in many optical spectroscopy fieldsConsequencies of the new intensity formula in many optical spectroscopy fields
Consequencies of the new intensity formula in many optical spectroscopy fields
 
Investigating Techniques to Model the Martian Surface Using
Investigating Techniques to Model the Martian Surface UsingInvestigating Techniques to Model the Martian Surface Using
Investigating Techniques to Model the Martian Surface Using
 
Adding a Shift term to solve the 4/3 problem in classical electrodinamics
Adding a Shift term to solve the 4/3 problem in classical electrodinamicsAdding a Shift term to solve the 4/3 problem in classical electrodinamics
Adding a Shift term to solve the 4/3 problem in classical electrodinamics
 
Possible interaction between baryons and dark-matter particles revealed by th...
Possible interaction between baryons and dark-matter particles revealed by th...Possible interaction between baryons and dark-matter particles revealed by th...
Possible interaction between baryons and dark-matter particles revealed by th...
 

En vedette (7)

Special cases for motion in One D
Special cases for motion in One DSpecial cases for motion in One D
Special cases for motion in One D
 
Limit state of serviceability
Limit state of serviceabilityLimit state of serviceability
Limit state of serviceability
 
Hook's law
Hook's lawHook's law
Hook's law
 
Local Vibrational Modes
Local Vibrational ModesLocal Vibrational Modes
Local Vibrational Modes
 
Hookes law
Hookes lawHookes law
Hookes law
 
Power Point Solids & Liquids
Power Point   Solids & LiquidsPower Point   Solids & Liquids
Power Point Solids & Liquids
 
9 beam deflection
9 beam deflection9 beam deflection
9 beam deflection
 

Similaire à Results from telescope_array_experiment

Optial Magnetormetry, Malcolm Jardine - Summer Placement Report 2015
Optial Magnetormetry, Malcolm Jardine - Summer Placement Report 2015Optial Magnetormetry, Malcolm Jardine - Summer Placement Report 2015
Optial Magnetormetry, Malcolm Jardine - Summer Placement Report 2015
Malcolm Jardine
 
Initial Calibration of CCD Images for the Dark Energy Survey- Deokgeun Park
Initial Calibration of CCD Images for the Dark Energy Survey- Deokgeun ParkInitial Calibration of CCD Images for the Dark Energy Survey- Deokgeun Park
Initial Calibration of CCD Images for the Dark Energy Survey- Deokgeun Park
Daniel Park
 
AY121 Lab4 (Jonathan Kao) Final
AY121 Lab4 (Jonathan Kao) FinalAY121 Lab4 (Jonathan Kao) Final
AY121 Lab4 (Jonathan Kao) Final
Jonathan Kao
 
NNBAR SESAPS PRESENTATION FINAL
NNBAR SESAPS PRESENTATION FINALNNBAR SESAPS PRESENTATION FINAL
NNBAR SESAPS PRESENTATION FINAL
Joshua Barrow
 
Forming intracluster gas in a galaxy protocluster at a redshift of 2.16
Forming intracluster gas in a galaxy protocluster at a redshift of 2.16Forming intracluster gas in a galaxy protocluster at a redshift of 2.16
Forming intracluster gas in a galaxy protocluster at a redshift of 2.16
Sérgio Sacani
 
Black hole entropy leads to the non-local grid dimensions theory
Black hole entropy leads to the non-local grid dimensions theory Black hole entropy leads to the non-local grid dimensions theory
Black hole entropy leads to the non-local grid dimensions theory
Eran Sinbar
 
Optimal Estimations of Photometric Redshifts and SED Fitting Parameters
Optimal Estimations of Photometric Redshifts and SED Fitting ParametersOptimal Estimations of Photometric Redshifts and SED Fitting Parameters
Optimal Estimations of Photometric Redshifts and SED Fitting Parameters
julia avez
 
nanoscale xrd
nanoscale xrdnanoscale xrd
nanoscale xrd
Aun Ahsan
 

Similaire à Results from telescope_array_experiment (20)

Decerprit_percolation_GAP
Decerprit_percolation_GAPDecerprit_percolation_GAP
Decerprit_percolation_GAP
 
K147897
K147897K147897
K147897
 
Ill-posedness formulation of the emission source localization in the radio- d...
Ill-posedness formulation of the emission source localization in the radio- d...Ill-posedness formulation of the emission source localization in the radio- d...
Ill-posedness formulation of the emission source localization in the radio- d...
 
Rtm assignment 2
Rtm assignment 2Rtm assignment 2
Rtm assignment 2
 
The distribution and_annihilation_of_dark_matter_around_black_holes
The distribution and_annihilation_of_dark_matter_around_black_holesThe distribution and_annihilation_of_dark_matter_around_black_holes
The distribution and_annihilation_of_dark_matter_around_black_holes
 
A. De Simone: The Quest for Dark Matter: Update and News
A. De Simone: The Quest for Dark Matter: Update and NewsA. De Simone: The Quest for Dark Matter: Update and News
A. De Simone: The Quest for Dark Matter: Update and News
 
Optial Magnetormetry, Malcolm Jardine - Summer Placement Report 2015
Optial Magnetormetry, Malcolm Jardine - Summer Placement Report 2015Optial Magnetormetry, Malcolm Jardine - Summer Placement Report 2015
Optial Magnetormetry, Malcolm Jardine - Summer Placement Report 2015
 
Initial Calibration of CCD Images for the Dark Energy Survey- Deokgeun Park
Initial Calibration of CCD Images for the Dark Energy Survey- Deokgeun ParkInitial Calibration of CCD Images for the Dark Energy Survey- Deokgeun Park
Initial Calibration of CCD Images for the Dark Energy Survey- Deokgeun Park
 
AY121 Lab4 (Jonathan Kao) Final
AY121 Lab4 (Jonathan Kao) FinalAY121 Lab4 (Jonathan Kao) Final
AY121 Lab4 (Jonathan Kao) Final
 
NNBAR SESAPS PRESENTATION FINAL
NNBAR SESAPS PRESENTATION FINALNNBAR SESAPS PRESENTATION FINAL
NNBAR SESAPS PRESENTATION FINAL
 
Forming intracluster gas in a galaxy protocluster at a redshift of 2.16
Forming intracluster gas in a galaxy protocluster at a redshift of 2.16Forming intracluster gas in a galaxy protocluster at a redshift of 2.16
Forming intracluster gas in a galaxy protocluster at a redshift of 2.16
 
Black hole entropy leads to the non-local grid dimensions theory
Black hole entropy leads to the non-local grid dimensions theory Black hole entropy leads to the non-local grid dimensions theory
Black hole entropy leads to the non-local grid dimensions theory
 
Report
ReportReport
Report
 
Optimal Estimations of Photometric Redshifts and SED Fitting Parameters
Optimal Estimations of Photometric Redshifts and SED Fitting ParametersOptimal Estimations of Photometric Redshifts and SED Fitting Parameters
Optimal Estimations of Photometric Redshifts and SED Fitting Parameters
 
nanoscale xrd
nanoscale xrdnanoscale xrd
nanoscale xrd
 
Estimation of global solar radiation by using machine learning methods
Estimation of global solar radiation by using machine learning methodsEstimation of global solar radiation by using machine learning methods
Estimation of global solar radiation by using machine learning methods
 
P-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya Distance
P-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya DistanceP-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya Distance
P-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya Distance
 
Analysis Of High Resolution FTIR Spectra From Synchrotron Sources Using Evolu...
Analysis Of High Resolution FTIR Spectra From Synchrotron Sources Using Evolu...Analysis Of High Resolution FTIR Spectra From Synchrotron Sources Using Evolu...
Analysis Of High Resolution FTIR Spectra From Synchrotron Sources Using Evolu...
 
Press ams en
Press ams enPress ams en
Press ams en
 
gravitywaves
gravitywavesgravitywaves
gravitywaves
 

Plus de Sérgio Sacani

Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune WaterworldsBiogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Sérgio Sacani
 
Asymmetry in the atmosphere of the ultra-hot Jupiter WASP-76 b
Asymmetry in the atmosphere of the ultra-hot Jupiter WASP-76 bAsymmetry in the atmosphere of the ultra-hot Jupiter WASP-76 b
Asymmetry in the atmosphere of the ultra-hot Jupiter WASP-76 b
Sérgio Sacani
 
Formation of low mass protostars and their circumstellar disks
Formation of low mass protostars and their circumstellar disksFormation of low mass protostars and their circumstellar disks
Formation of low mass protostars and their circumstellar disks
Sérgio Sacani
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Sérgio Sacani
 
Disentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOSTDisentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOST
Sérgio Sacani
 
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsHubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
Sérgio Sacani
 
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
Sérgio Sacani
 
The SAMI Galaxy Sur v ey: galaxy spin is more strongly correlated with stella...
The SAMI Galaxy Sur v ey: galaxy spin is more strongly correlated with stella...The SAMI Galaxy Sur v ey: galaxy spin is more strongly correlated with stella...
The SAMI Galaxy Sur v ey: galaxy spin is more strongly correlated with stella...
Sérgio Sacani
 
Is Betelgeuse Really Rotating? Synthetic ALMA Observations of Large-scale Con...
Is Betelgeuse Really Rotating? Synthetic ALMA Observations of Large-scale Con...Is Betelgeuse Really Rotating? Synthetic ALMA Observations of Large-scale Con...
Is Betelgeuse Really Rotating? Synthetic ALMA Observations of Large-scale Con...
Sérgio Sacani
 
First Direct Imaging of a Kelvin–Helmholtz Instability by PSP/WISPR
First Direct Imaging of a Kelvin–Helmholtz Instability by PSP/WISPRFirst Direct Imaging of a Kelvin–Helmholtz Instability by PSP/WISPR
First Direct Imaging of a Kelvin–Helmholtz Instability by PSP/WISPR
Sérgio Sacani
 
Hydrogen Column Density Variability in a Sample of Local Compton-Thin AGN
Hydrogen Column Density Variability in a Sample of Local Compton-Thin AGNHydrogen Column Density Variability in a Sample of Local Compton-Thin AGN
Hydrogen Column Density Variability in a Sample of Local Compton-Thin AGN
Sérgio Sacani
 

Plus de Sérgio Sacani (20)

TransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRings
TransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRingsTransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRings
TransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRings
 
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune WaterworldsBiogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
 
Asymmetry in the atmosphere of the ultra-hot Jupiter WASP-76 b
Asymmetry in the atmosphere of the ultra-hot Jupiter WASP-76 bAsymmetry in the atmosphere of the ultra-hot Jupiter WASP-76 b
Asymmetry in the atmosphere of the ultra-hot Jupiter WASP-76 b
 
Formation of low mass protostars and their circumstellar disks
Formation of low mass protostars and their circumstellar disksFormation of low mass protostars and their circumstellar disks
Formation of low mass protostars and their circumstellar disks
 
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bNightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
 
Disentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOSTDisentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOST
 
All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...
All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...
All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...
 
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
 
Isotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoIsotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on Io
 
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsHubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
 
Observational constraints on mergers creating magnetism in massive stars
Observational constraints on mergers creating magnetism in massive starsObservational constraints on mergers creating magnetism in massive stars
Observational constraints on mergers creating magnetism in massive stars
 
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
 
The SAMI Galaxy Sur v ey: galaxy spin is more strongly correlated with stella...
The SAMI Galaxy Sur v ey: galaxy spin is more strongly correlated with stella...The SAMI Galaxy Sur v ey: galaxy spin is more strongly correlated with stella...
The SAMI Galaxy Sur v ey: galaxy spin is more strongly correlated with stella...
 
Is Betelgeuse Really Rotating? Synthetic ALMA Observations of Large-scale Con...
Is Betelgeuse Really Rotating? Synthetic ALMA Observations of Large-scale Con...Is Betelgeuse Really Rotating? Synthetic ALMA Observations of Large-scale Con...
Is Betelgeuse Really Rotating? Synthetic ALMA Observations of Large-scale Con...
 
First Direct Imaging of a Kelvin–Helmholtz Instability by PSP/WISPR
First Direct Imaging of a Kelvin–Helmholtz Instability by PSP/WISPRFirst Direct Imaging of a Kelvin–Helmholtz Instability by PSP/WISPR
First Direct Imaging of a Kelvin–Helmholtz Instability by PSP/WISPR
 
The Sun’s differential rotation is controlled by high- latitude baroclinicall...
The Sun’s differential rotation is controlled by high- latitude baroclinicall...The Sun’s differential rotation is controlled by high- latitude baroclinicall...
The Sun’s differential rotation is controlled by high- latitude baroclinicall...
 
Hydrogen Column Density Variability in a Sample of Local Compton-Thin AGN
Hydrogen Column Density Variability in a Sample of Local Compton-Thin AGNHydrogen Column Density Variability in a Sample of Local Compton-Thin AGN
Hydrogen Column Density Variability in a Sample of Local Compton-Thin AGN
 
Huygens - Exploring Titan A Mysterious World
Huygens - Exploring Titan A Mysterious WorldHuygens - Exploring Titan A Mysterious World
Huygens - Exploring Titan A Mysterious World
 
The Radcliffe Wave Of Milk Way is oscillating
The Radcliffe Wave Of Milk Way  is oscillatingThe Radcliffe Wave Of Milk Way  is oscillating
The Radcliffe Wave Of Milk Way is oscillating
 

Dernier

Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
AnaAcapella
 

Dernier (20)

ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdf
 
REMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptxREMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptx
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
Graduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - EnglishGraduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - English
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)
 
Towards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptxTowards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptx
 

Results from telescope_array_experiment

  • 1. Telescope Array Results Gordon Thomson 1 Results from the Telescope Array Experiment Gordon B. Thomson1 Department of Physics and Astronomy University of Utah Salt Lake City, UT, USA E-mail: thomson@physics.utah.edu The Telescope Array (TA) is the largest experiment in the northern hemisphere studying ultrahigh energy cosmic rays. TA is a hybrid experiment, which means it has two detector systems: a surface detector and a fluorescence detector. In this paper we report on results from TA on the spectrum, composition, and anisotropy of cosmic rays. The spectrum measured by the TA surface detector, cosmic ray composition measured with the TA fluorescence detectors operating in stereoscopic mode, and a search for correlations between the pointing directions of cosmic rays, seen by the surface detector, and AGN’s are presented. 1. Introduction The Telescope Array (TA) experiment has the aim of studying ultrahigh energy cosmic rays, and is located in Millard County, Utah, USA. TA is a hybrid experiment which consists of a surface detector (SD) of 507 scintillation counters deployed on a 1.2 km grid, plus three fluorescence detector (FD) stations that overlook the SD. The two detector systems have been collecting data since early 2008. In this paper we present three physics results from the Telescope Array. First is the spectrum of cosmic rays measured by the SD. Here we use a technique new to the analysis of SD data. In our spectrum the ankle appears, plus a suppression (of significance 3.5 standard deviations) at the expected energy of the GZK cutoff [1]. Our spectrum is consistent with that measured by the High Resolution Fly’s Eye (HiRes) experiment [2]. The composition of cosmic rays is studied most reliably by measuring the mean value of the depth of shower maximum, called <Xmax>. Here we measure <Xmax> using data from two of the TA FD’s operating in stereoscopic mode. The result indicates that the composition is light, most likely mostly protons. This result bears on the controversy between the HiRes result [3], and that of the Pierre Auger experiment [4]. The third result presented here is a search for correlations between TA SD events’ pointing directions and the positions of Active Galactic Nuclei (AGN) from the Veron-Cetty and Veron catalog [6]. We use the exact selection criteria of the Auger experiment [5], but find no correlations above the random level. 1 Speaker, representing the Telescope Array Collaboration.
  • 2. Telescope Array Results Gordon Thomson 2 2. Cosmic Ray Spectrum Measurement In this section we describe a measurement of the spectrum of cosmic rays using the surface detector of the TA experiment. We use a technique new to SD analysis, where we make a detailed Monte Carlo simulation of our surface detectors which we compare to the actual data. We show that the simulation reproduces all the features of the data, and hence can be used to calculate the aperture of the surface detector. Previous experiments used only events whose energies are on the plateau of ~100% efficiency, but our analysis can include energies where the efficiency is much lower. In this way our measurement covers a wider energy range than that of many other experiments. We avoid the uncertainty in energy scale of shower simulation programs by normalizing our energy scale to the experimentally better controlled energy scale of our fluorescence detector using events seen in common. The result is a spectrum that agrees excellently with that of the HiRes experiment [2]. The problem with using shower Monte Carlo programs is that at ultrahigh energies generating showers requires too much CPU time. Many such programs include an approximation called “thinning” where, when particles fall below a preset energy, most are removed from further consideration and remaining particles at a similar point in phase space are assigned weights to take this into account. Using this approximation can lower the CPU requirements to a reasonable level. The resulting showers are accurate in the core region, but in the tails of the shower an inaccurate distribution of particles is made. We have developed a procedure called “dethinning” which attempts to replace the missing particles by changing a particle of weight w into a swarm of w particles; i.e., replacing the particles that were removed. We test this procedure by comparing the distributions of kinematic and dynamical variables from the shower with the TA SD data, and find excellent agreement. As an example, typical of many, we show in Figure 1 the zenith angle of cosmic rays. The data are the black points, and the Monte Carlo, normalized to the area of the data, is the red histogram. At this stage of our analysis we are considering cosmic rays of zenith angle less than 45°. Figure 1. Comparison of TA surface detector data to the Monte Carlo simulation. The data is the black points and the Monte Carlo is the red histogram. In the left panel the zenith angle of cosmic rays is shown, and the right panel shows the reduced χ2 of the lateral distribution fit. Since Monte Carlo programs use predictions of cross sections in the ultrahigh energy region made by using considerable extrapolation from actual measurements at lower energies, the energy scale of shower Monte Carlo programs has considerable uncertainty. Calculating that uncertainty is very difficult. To avoid this problem we adjusted the energy scale of our reconstruction of SD events to that of our fluorescence detector. Here one can reliably estimate
  • 3. Telescope Array Results Gordon Thomson 3 the energy scale uncertainty, in our case about 20%. The adjustment consisted of a 27% reduction in event energies. We observe no nonlinearity in the comparison of the two energy scales. Figure 2 shows the spectrum measured using TA surface detector data in black, and that of the HiRes experiment in color. The two spectra agree to a remarkable extent. This is particularly interesting because they were measured in different experiments using entirely different techniques. The TA SD spectrum shows the “ankle” feature at 1018.75 eV, and evidence for a flux suppression at 1019.75 eV, the energy expected for the GZK cutoff. The significance of the suppression is about 3.5 standard deviations. Figure 2. Left panel: the spectrum of cosmic rays measured using the Telescope array surface detector data, shown in black. The two HiRes monocular spectra are shown in red and blue. E3 times the flux is shown. The agreement is remarkable, considering that the results come from different experiments which used very different techniques. For comparison, in the right panel results from the AGASA and Pierre Auger experiments are shown as green circles and green squares, respectively. 3. Cosmic Ray Composition Measurement The most direct way of studying the composition of cosmic rays is to measure the mean depth of shower maximum, called <Xmax>. As an example of the sensitivity to composition, protons are expected to have <Xmax> 75-100 g/cm2 deeper into the atmosphere than iron, where resolutions in <Xmax> of 20 g/cm2 are achievable. We have measured <Xmax> using events seen by two of the TA fluorescence detectors operating in stereoscopic mode. This mode results in reconstruction of events’ pointing directions with resolution better than 1°, the level needed for accurate <Xmax> measurement. Our analysis proceeds in a way similar to that described in the section above, in that we made a detailed Monte Carlo simulation of the experiment (this time of the fluorescence detectors), and tested it using comparisons between data histograms of many kinematic and dynamic variables and Monte Carlo. These comparisons show that our simulation is very accurate. When we reconstruct Xmax for data events and plot means as a function of energy we get the points in Figure 3. The lines are the predictions from our Monte Carlo simulation using several hadronic generator programs, where the Monte Carlo events have been reconstructed using the same program as the data. The data indicate that the composition is very light, most likely almost all protons.
  • 4. Telescope Array Results Gordon Thomson 4 Figure 3. Mean Xmax as a function of energy. TA stereo data is shown, plus the predictions for protons and iron from several hadronic generator models. 4. Search for Correlations with Active Galactic uclei The Pierre Auger collaboration has reported correlations between the pointing directions of their first 27 events above 57 EeV and active galactic nuclei (AGN) [5]. They scanned the first 14 events in energy, correlation angle, and maximum redshift to form a hypothesis of how to find the highest correlations, then tested this hypothesis with their next 13 events. In Reference [5] they state that correlations were found in this “test set” with a chance probability of 0.002. Further data are available from the HiRes experiment [7]. Using the exact Auger selection criteria, they have 13 events above 57 EeV. 2 were correlated with AGN’s with 3 expected by chance. This is consistent with no correlations. Using exactly the same selection criteria and the same AGN catalogue [6] the TA collaboration searched for such correlations. We used the TA SD data set, described above, where events above 57 EeV have an angular resolution of about 1.2°, much smaller than the 3.1° correlation angles in the optimized Auger search criteria. Above 57 EeV we have 13 events, and observe 3 correlated events where 3.0 are expected by chance. There is thus no correlation signal in the TA data. References [1] K. Greisen, Phys. Rev. Lett. 16, 748 (1966); G.T. Zatsepin and V.A. Kuzmin, JETP Lett. 4, 78 (1966) [2] R.U. Abbasi et al., Phys. Rev. Lett. 100,101101 (2008). [3] R.U. Abbasi et al., Phys. Rev. Lett. 104, 161101 (2010). [4] J. Abraham et al., Phys. Rev. Lett. 104, 091101 (2010). [5] The Auger Collaboration, Science 318, 938 (2007). [6] M.-P. Veron-Cetty and P. Veron, Astron. Astrophys. 455, 773 (2006). [7] R.U. Abbasi et al., Astropart.Phys. 30, 175 (2008). Preliminary