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Abelardo Moralejo for the MAGIC collaboration

Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter: (or τ χ for decay)" Signal intensity bounded

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Page 1: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Abelardo Moralejo!for the MAGIC collaboration!

Page 2: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

  Galactic Center!!(17 h) ApJ Lett. 638 (2006) L101!

  Perseus Galaxy Cluster !

!(25 h) ApJ 710 (2010) 634!

  Dwarf Spheroidals !

!Draco (8 h): Apj 679 (2008) 428!

!Willman 1 (16 h): ApJ 697 (2009) 1299!

!Segue 1 (30 h): JCAP 06 (2011) 035!

  Subhalos (Fermi UFOs)!

  Sustained effort in indirect dark matter searches:!

Dark Matter Searches with MAGIC!

2"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 3: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

  All previous MAGIC publications on dark matter searches with one telescope only (MAGIC-I)!

  Goal: improve our constraints by a factor 10!

  Stereoscopic MAGIC system since late 2009!�  Plus major upgrade finished in

2012 (M-1 camera + DAQs)!

 Observational approach:!

�  Long-term campaign on best dark matter candidate!

�  Dedicated analysis for DM searches!

3"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Results first presented in Summer 2013 conferences. Paper draft in internal refereeing stage, expect submission by the end of the year ( J. Aleksić corresponding author )!

MAGIC)II"(2009)"

New"MAGIC)I"camera"(2012)"

Dark Matter Searches with MAGIC!

Page 4: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Segue 1!

  The most dark matter dominated object known so far!

  The least luminous dSph!

  Nearby, Northern hemisphere, culminates at 13° for MAGIC!

  Largest Jann factor after GC!

  Jann (θ < 0.15°): !  Segue 1 : 1×1019 GeV2 cm-5!

  Perseus : 3×1017 GeV2 cm-5!

  GC : 5×1020 GeV2 cm-5!

SEGUE"="Sloan"Extension"for"Galaxy"Understanding"and"ExploraFon"

Strigari"2012"arXiv:1211.7090"NFW"profiles"θ"="0.5°"

4"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 5: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Observations!  January 2011 – February 2013!

  Low zenith angle (13 – 35 deg) !  Total effective observation time 157.9 h (good data)!

  No signal found (S = − 0.5 �) !

The deepest survey of any dSph by an IACT !

5"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Full likelihood method!  makes use of the expected gamma-ray spectral shape to improve

constraints on flux (hence on <�v > )!

Page 6: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Full Likelihood Method!

NOBS","NEST"–"measured"and"esFmated"total"number"of"events"

E,"E’"–"measured"and"true"energy"

M(θ)"–"DM"model"with"parameters"θ"

Spectral"shape:" DifferenFal"rate:"

i.e."normalized"differenFal"rate"(for"background"+"signal)"

i.e."real"flux"Φ"convoluted"with"instrument"response"funcFon"(R)"

Aleksić,"Rico"&"Marcnez"JCAP"10"(2012)"032"

6"MD workshop, Nov 2013! Segue-I observations with MAGIC!

NUM"OF"EVTS" Spectral"shape"

Page 7: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Expected sensitivity Improvement!

BM mχ [GeV]

σv [cm3 s-1] IF

<σv>EDL [cm3 s-1] IF

<σv>EDL [cm3 s-1]

I’" 141" 3.6x10)27" 1.57" 5.65x10)23" 1.48" 1.39x10)23"

J’" 315" 3.2x10)28" 1.80" 1.01x10)23" 1.65" 1.91x10)24"

K’" 565" 2.6x10)26" 1.23" 3.91x10)23" 1.58" 8.39x10)24"

BM3" 233" 9.2x10)29" 1.89" 7.21x10)25" 1.61" 1.35x10)25"

BM4" 1957" 2.6x10)27" 2.10" 2.87x10)23" 3.81" 4.82x10)24"

MAGIC CTA

BM mχ [GeV]

σv [cm3 s-1] IF

<σv>EDL [cm3 s-1] IF

<σv>EDL [cm3 s-1]

I’" 141" 3.6x10)27" 1.57% 5.65x10)23" 1.48% 1.39x10)23"

J’" 315" 3.2x10)28" 1.80% 1.01x10)23" 1.65% 1.91x10)24"

K’" 565" 2.6x10)26" 1.23% 3.91x10)23" 1.58% 8.39x10)24"

BM3" 233" 9.2x10)29" 1.89% 7.21x10)25" 1.61% 1.35x10)25"

BM4" 1957" 2.6x10)27" 2.10% 2.87x10)23" 3.81% 4.82x10)24"

E [100 GeV]1 10

]-1

GeV

-1 s3

[cm

PP\

-3610

-3510

-3410

-3310

-3210

-3110

-3010

-2910

-2810Benckmark IBenckmark JBenckmark KBenckmark BM3Benckmark BM4

BMhist

E [100 GeV]1 10

]-1

GeV

-1 s3

[cm

PP\

-3610

-3510

-3410

-3310

-3210

-3110

-3010

-2910

-2810Benckmark IBenckmark JBenckmark KBenckmark BM3Benckmark BM4

BMhist

E [100 GeV]1 10

]-1

GeV

-1 s3

[cm

PP\

-3610

-3510

-3410

-3310

-3210

-3110

-3010

-2910

-2810Benckmark IBenckmark JBenckmark KBenckmark BM3Benckmark BM4

BMhist

E [100 GeV]1 10

]-1

GeV

-1 s3

[cm

PP\

-3610

-3510

-3410

-3310

-3210

-3110

-3010

-2910

-2810Benckmark IBenckmark JBenckmark KBenckmark BM3Benckmark BM4

BMhist

7"MD workshop, Nov 2013! Segue-I observations with MAGIC!

  IF: Improvement factor in upper limits w.r.t. simple method (comparison of integral flux after case-by-case threshold optimization) used in previous paper!

Page 8: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Other analysis details!

  One-sided confidence intervals, 95% C.L.!

  Free parameter: <σannv > (or τχ for decay)"

  Signal intensity bounded positive during likelihood maximization!

  mχ in the 100 GeV – 10 TeV (200 GeV – 20 TeV) range!

  Generic limits set assuming 100% BR into different annihilation (or decay) channels!

  DM distribution: Einasto dark matter density profile!  Jann = 1.1 x 1019 GeV2 cm-5 sr!

  Jdec = 2.6 x 1017 GeV cm-2 sr!

8"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 9: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Annihilation channels!

MD workshop, Nov 2013! Segue-I observations with MAGIC! 9"

Spectra"from"Cembranos"et"al"PRD83"(2011)""

Page 10: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

[GeV]�m210 310 410

]-1 s3>

[cm

v�<

-2610

-2510

-2410

-2310

-2210

-2110

-2010This work

MAGIC mono

-LATFermi

VERITAS

bb���

Annihilation: χχ bb!

MAGIC mono, 30 h Segue 1!

Preliminary"

VERITAS, 50 h Segue 1!

Fermi-LAT, 4 yrs of 15 dSphs!

Strongest limit above 3 TeV from dSphs!

10"MD workshop, Nov 2013! Segue-I observations with MAGIC!

  Note: VERITAS limits inconsistent with their claimed sensitivity! Should be a factor ~2 worse!

Page 11: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

[GeV]�m210 310 410

]-1 s3>

[cm

v�<

-2610

-2510

-2410

-2310

-2210

-2110

-2010This work

MAGIC mono

-LATFermi

VERITAS

)qqH.E.S.S. (

bb���

H.E.S.S., 112 h Galactic Halo!

11"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Annihilation: χχ bb!

Preliminary"

  HESS limits using the galactic halo are more constraining!

  Still, all limits depend on the quite uncertain DM profiles diversification of targets seems reasonable!

Page 12: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Annihilation: χχ µ+µ- & χχ τ+τ- !

[GeV]�m210 310 410

]-1 s3>

[cm

v�<

-2610

-2510

-2410

-2310

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-µ-µ���

This work

MAGIC mono

-LATFermi

VERITAS

[GeV]�m210 310 410

]-1 s3>

[cm

v�<

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This work

MAGIC mono

-LATFermi

VERITAS

Strongest limit above 300 GeV from dSphs! Strongest limit above 550 GeV from dSphs!

Preliminary" Preliminary"

12"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 13: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Decay: χ µ+µ- & χ τ+τ- !

[GeV]r m310 410

[s]

ro

2410

2510

2610

2710

2810

2910This work

Fermi-LAT

H.E.S.S

-µ+µAr

[GeV]r m310 410

[s]

ro

2410

2510

2610

2710

2810

2910This work

Fermi-LAT

H.E.S.S

-o+oAr

Preliminary" Preliminary"

Fermi-LAT, 2 yrs isotropic data!

H.E.S.S., 15 h Fornax Cluster!PAMELA best-fit!

For decaying DM galaxy clusters are in general better targets: large amounts of DM although less concentrated, but J � ρ"

13"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 14: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Monochromatic Line (annihilation)!

[GeV]r m10 210 310 410

]-1 s3

v> [c

mm

<

-2910

-2810

-2710

-2610

-2510

-2410

-2310

This workH.E.S.S.Fermi-LAT

aaArrFermi-LAT, 3.7 yrs GC region!

H.E.S.S., 112 h Galactic Halo!

Preliminary"

130 GeV line!

14"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 15: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Monochromatic Line (annihilation)!

[GeV]� m210 310 410

]-1 s3v>

[cm

� <

-2610

-2510

-2410

-2310This workExpected

expected�+1

expected�+2

�����

Preliminary"  Maximum deviation from null-hypothesis expectation:!

!~2σ (pre-trials) for mχ ~1.3 TeV!

15"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 16: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Monochromatic Line (decay)!

[GeV]� m10 210 310 410

[s]

��

2510

2610

2710

2810

2910

3010

This work

Fermi-LAT

���3/2

Preliminary"

  Only existing limits (to our knowledge) above mχ ~500 GeV!

  Results from GC halo not very constraining because signal & background regions contain almost as much DM-induced γ-ray flux!

  Factor ~10 could be gained by going for clusters (also extended but not that much)!

16"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 17: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

  Mass splitting parameter �:!

  Degenerate � values !  Extended spectrum; softened

peak !E [GeV]

210 310 410

]-1dN

/dE

[GeV

-810

-710

-610

-510

-410

-310

-210

-110

1

10 = 1.05µ = 317.2 GeV, rm = 2.00µ = 317.2 GeV, rm = 1.05µ = 1000.0 GeV, rm = 2.00µ = 1000.0 GeV, rm = 1.05µ = 3172.0 GeV, rm = 2.00µ = 3172.0 GeV, rm

before the convolutionafter the convolution

)a(-µ+µArr

17"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Virtual Internal Bremsstrahlung!

Page 18: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Virtual Internal Bremsstrahlung!

[GeV]r m210 310 410

]-1 s3v>

[cm

m <

-2610

-2510

-2410

-2310

-2210

= 1.05µ

= 1.50µ

= 2.00µ-µ+µArr

)a(-µ+µArr

Up to factor 50 better constraint on models with VIB!

10-25 cm3 s-1!

Preliminary"

18"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 19: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

19"

E [GeV]210 310 410

]-1dN

/dE

[GeV

-610

-510

-410

-310

-210

-110

1

r = 0.50*mqmr = 0.70*mqmr = 0.80*mqmr = 0.90*mqmr = 0.99*mqm

before the convolutionafter the convolution

= 1000.0 GeVrm

center!

width!

  Box edges smoothed after the convolution with the instrument energy response!

MD workshop, Nov 2013! Segue-I observations with MAGIC!

Gamma-ray Boxes!

Page 20: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

[GeV]r m210 310 410

]-1 s3v>

[cm

m <

-2610

-2510

-2410

-2310

aaArr

aaaaAqqArr

Gamma-ray Boxes!

[GeV]r m210 310 410

]-1 s3v>

[cm

m <

-2610

-2510

-2410

-2310 = 0.10r/mqm = 0.50r/mqm = 0.70r/mqm = 0.90r/mqm = 0.99r/mqm

aaaaAqqArr

6x10-26 cm3 s-1! Significance comparable to the line!

20"MD workshop, Nov 2013! Segue-I observations with MAGIC!

Page 21: Abelardo Moralejo - Projects · Other analysis details! One-sided confidence intervals, 95% C.L.! Free parameter:  (or τ χ for decay)" Signal intensity bounded

Conclusions!  157.9 h of Segue 1 observations with MAGIC: deepest ever survey

of any dSph with any IACT!

  Dedicated analysis, optimized for spectra with features!

  Strongest limits on various models of dark matter annihilation/decay from dSph with IACT!

  Above certain mχ , strongest limits from dSphs!

  We are willing to collaborate in a global DM search with other gamma-ray telescopes to maximize chances of discovering or of setting the most stringent limits attainable by this kind of observations, placing a new landmark in the field.!

21"MD workshop, Nov 2013! Segue-I observations with MAGIC!