SlideShare una empresa de Scribd logo
1 de 4
Descargar para leer sin conexión
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

Más contenido relacionado

La actualidad más candente

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 constantSérgio Sacani
 
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: 2012.12.20Yoshitaro Takaesu
 
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...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
 
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 ...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_systemSérgio Sacani
 
Research paper 1
Research paper 1Research paper 1
Research paper 1anissa098
 
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
 
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...Ahmed Ammar Rebai PhD
 
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 ...Mathieu Chrétien
 
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...Ahmed Ammar Rebai PhD
 
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_objectsSérgio 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 galaxiesIOSR Journals
 
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 fieldsIOSR 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 UsingAlexander Reedy
 
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 electrodinamicsSergio Prats
 
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...Sérgio Sacani
 

La actualidad más candente (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...
 

Destacado

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 DBinita Thanki
 
Limit state of serviceability
Limit state of serviceabilityLimit state of serviceability
Limit state of serviceabilityCharul Sharma
 
Local Vibrational Modes
Local Vibrational ModesLocal Vibrational Modes
Local Vibrational ModesDani Setiawan
 
Hookes law
Hookes lawHookes law
Hookes lawMrOakes
 
Power Point Solids & Liquids
Power Point   Solids & LiquidsPower Point   Solids & Liquids
Power Point Solids & Liquidsgabelpam
 

Destacado (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
 

Similar a Results from telescope_array_experiment

K147897
K147897K147897
K147897irjes
 
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...Ahmed Ammar Rebai PhD
 
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_holesSérgio Sacani
 
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 NewsSEENET-MTP
 
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 2015Malcolm 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 ParkDaniel Park
 
AY121 Lab4 (Jonathan Kao) Final
AY121 Lab4 (Jonathan Kao) FinalAY121 Lab4 (Jonathan Kao) Final
AY121 Lab4 (Jonathan Kao) FinalJonathan Kao
 
NNBAR SESAPS PRESENTATION FINAL
NNBAR SESAPS PRESENTATION FINALNNBAR SESAPS PRESENTATION FINAL
NNBAR SESAPS PRESENTATION FINALJoshua 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 2.16Sérgio 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 Parametersjulia avez
 
nanoscale xrd
nanoscale xrdnanoscale xrd
nanoscale xrdAun Ahsan
 
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 methodsmehmet şahin
 
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 DistanceCSCJournals
 
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...Heather Strinden
 

Similar a 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
 

Más de 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 bSérgio 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 disksSérgio Sacani
 
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-43bSérgio 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 GHOSTSérgio Sacani
 
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...Sérgio Sacani
 
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...Sérgio Sacani
 
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 IoSérgio 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 asteroidsSérgio Sacani
 
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 starsSérgio 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/WISPRSérgio Sacani
 
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...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 AGNSérgio Sacani
 
Huygens - Exploring Titan A Mysterious World
Huygens - Exploring Titan A Mysterious WorldHuygens - Exploring Titan A Mysterious World
Huygens - Exploring Titan A Mysterious WorldSérgio Sacani
 
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 oscillatingSérgio Sacani
 
Thermonuclear explosions on neutron stars reveal the speed of their jets
Thermonuclear explosions on neutron stars reveal the speed of their jetsThermonuclear explosions on neutron stars reveal the speed of their jets
Thermonuclear explosions on neutron stars reveal the speed of their jetsSérgio Sacani
 
Identification of Superclusters and Their Properties in the Sloan Digital Sky...
Identification of Superclusters and Their Properties in the Sloan Digital Sky...Identification of Superclusters and Their Properties in the Sloan Digital Sky...
Identification of Superclusters and Their Properties in the Sloan Digital Sky...Sérgio Sacani
 

Más de Sérgio Sacani (20)

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
 
Thermonuclear explosions on neutron stars reveal the speed of their jets
Thermonuclear explosions on neutron stars reveal the speed of their jetsThermonuclear explosions on neutron stars reveal the speed of their jets
Thermonuclear explosions on neutron stars reveal the speed of their jets
 
Identification of Superclusters and Their Properties in the Sloan Digital Sky...
Identification of Superclusters and Their Properties in the Sloan Digital Sky...Identification of Superclusters and Their Properties in the Sloan Digital Sky...
Identification of Superclusters and Their Properties in the Sloan Digital Sky...
 

Último

Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
The byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxThe byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxShobhayan Kirtania
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room servicediscovermytutordmt
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3JemimahLaneBuaron
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 

Último (20)

Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
The byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxThe byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptx
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room service
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 

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