Difference between revisions of "Fast offline analysis M87 June 2024"

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==Data-taking information==
 
==Data-taking information==
 
* '''Dates of data-taking''': 2024-06-07
 
* '''Dates of data-taking''': 2024-06-07
***ZD range (deg):  -->  
+
***ZD range (deg):  --> 25 - 40 deg
 
***AZ range (deg):  -->  
 
***AZ range (deg):  -->  
 
***Transmission9km:  
 
***Transmission9km:  
 
*** Observation condition: ''dark''
 
*** Observation condition: ''dark''
 
*** Observation mode: '' std wobbles''
 
*** Observation mode: '' std wobbles''
*** Runs: 17676 - 1768q
+
*** Runs: 17676 - 17681
 
***Observations:
 
***Observations:
  
  '2024-06-07': [17676, 17677 17678 17679 17680 17681]  h
+
  '2024-06-07': [17676, 17677, 17678, 17679, 17680, 17681]  h
  
 
[[File:Diagnostic_m87_20240607_leaheck.png | 600 px]]
 
[[File:Diagnostic_m87_20240607_leaheck.png | 600 px]]
 
*Data quality selection applied on above data sample: all data passes, just 17678 < 1 min, so not taken into account
 
*Data quality selection applied on above data sample: all data passes, just 17678 < 1 min, so not taken into account
 
*Joint observations with MAGIC? : From 17679 on
 
*Joint observations with MAGIC? : From 17679 on
*Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_06_07.pdf
+
*Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/06/run_summary_2024_06_07.pdf
  
 
==General analysis information==
 
==General analysis information==
 
* source-independent analysis
 
* source-independent analysis
 
* lstchain version: v0.10.9
 
* lstchain version: v0.10.9
* DL1b standard production (v0.10/tailcut84), run-wise merged files in:  
+
* DL1b standard production (v0.10/tailcut84), run-wise merged files in:
 +
 
 +
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17676.h5
 +
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17677.h5
 +
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17678.h5
 +
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17679.h5
 +
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17680.h5
 +
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17681.h5
  
 
==Monte Carlo information==
 
==Monte Carlo information==
Line 39: Line 46:
 
** Declination line (training): dec_931
 
** Declination line (training): dec_931
  
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17676.h5
 
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17677.h5
 
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17678.h5
 
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17679.h5
 
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17680.h5
 
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17681.h5
 
  
 
===Random forest===
 
===Random forest===
Line 85: Line 86:
 
* 70 % efficiency for both gammaness and theta gamma-ray selection cuts
 
* 70 % efficiency for both gammaness and theta gamma-ray selection cuts
 
* Point-like IRF
 
* Point-like IRF
 +
 +
Files in:
 +
 +
/fefs/aswg/workspace/irene.jimenez/FOA/M87_20240607_data/DL3
  
 
==High-level analysis==
 
==High-level analysis==
Line 107: Line 112:
 
* 2024-06-07
 
* 2024-06-07
  
[[File:Theta2_m87_20240607_leaheck.png|400 px]]
+
[[File:Theta2_m87_20240607_leaheck.png|500 px]]
  
 
=== Significance and Excess sky maps ===
 
=== Significance and Excess sky maps ===
 +
Using notebook from LST analysis school (ring background FoV method)
 +
 +
[[File:Skymap_significance_m87_dmorcuende_20240607.png | 500px]]
  
 
=== Spectral results ===
 
=== Spectral results ===

Latest revision as of 15:08, 25 July 2024

General information[edit]

  • Name of the source: M87
  • Brief description of the source:
    • Object type : Radio galaxy
    • Redshift (z) : 0.0042
    • Other relevant information
    • RA: (hh mm ss), Dec: (dd mm ss)
    • RA, Dec in deg (ICRS): 187.70593077, 12.39112325
  • Analysis by:
    • Lea Heckmann (MPP - heckmann@mpp.mpg.de)


Data-taking information[edit]

  • Dates of data-taking: 2024-06-07
      • ZD range (deg): --> 25 - 40 deg
      • AZ range (deg): -->
      • Transmission9km:
      • Observation condition: dark
      • Observation mode: std wobbles
      • Runs: 17676 - 17681
      • Observations:
'2024-06-07': [17676, 17677, 17678, 17679, 17680, 17681]  h

Diagnostic m87 20240607 leaheck.png

General analysis information[edit]

  • source-independent analysis
  • lstchain version: v0.10.9
  • DL1b standard production (v0.10/tailcut84), run-wise merged files in:
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17676.h5
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17677.h5
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17678.h5
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17679.h5
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17680.h5
/fefs/aswg/data/real/DL1/20240607/v0.10/tailcut84/dl1_LST-1.17681.h5

Monte Carlo information[edit]

Write below the MC production id among the existing MC

  • All-sky MC production used: 20240131_allsky_v0.10.5_all_dec_base
    • Declination line (training): dec_931


Random forest[edit]

Path to the models used:

/fefs/aswg/data/models/AllSky/20240131_allsky_v0.10.5_all_dec_base/dec_931

DL2 data[edit]

Config file:

/fefs/aswg/data/models/AllSky/20240131_allsky_v0.10.5_all_dec_base/dec_931/lstchain_config_2024-01-31.json

Files in:

/fefs/aswg/workspace/lea.heckmann/FOA/M87_20240607/DL2

DL3 data & IRF[edit]

 "EventSelector": {
   "filters": {
     "intensity": [50, Infinity],
     "width": [0, Infinity],
     "length": [0, Infinity],
     "r": [0, 1],
     "wl": [0.01, 1],
     "leakage_intensity_width_2": [0, 1],
     "event_type": [32, 32]
   }
 },
 "DL3Cuts": {
   "min_event_p_en_bin": 100,
   "min_gh_cut": 0.1,
   "max_gh_cut": 0.98,
   "min_theta_cut": 0.1,
   "max_theta_cut": 0.32,
   "fill_theta_cut": 0.32,
   "allowed_tels": [1]
 },
  • 70 % efficiency for both gammaness and theta gamma-ray selection cuts
  • Point-like IRF

Files in:

/fefs/aswg/workspace/irene.jimenez/FOA/M87_20240607_data/DL3

High-level analysis[edit]

  • Gammapy 1.1
  • 1D analysis (point-like IRF)

Analysis Results[edit]

Theta2 plot[edit]

Settings:

  • Theta2 cut for signal extraction: 0.04 deg2
  • Normalization range: 0.1 - 0.4 deg2
  • Number of off positions: 3
  • Energy range: 100 GeV - 10 TeV

Daily results[edit]

  • 2024-06-07

Theta2 m87 20240607 leaheck.png

Significance and Excess sky maps[edit]

Using notebook from LST analysis school (ring background FoV method)

Skymap significance m87 dmorcuende 20240607.png

Spectral results[edit]

  • 2024-06-07

Spectral parameters: PL

No enough signal

Light curve[edit]

  • 2024-06-07

not enough signal