Mabel Analysis AllSky energy dependent cuts source independent

From my_wiki
Jump to: navigation, search

Overview[edit]

  • MC production: /AllSky/20221108_galsource_min_413_tuned_nsb/dec_min_413/
  • Lstchain version: 0.9.9dev80+g0719962
    • Branches: interp_irfs + update_theta_eff_cut
  • Gammapy version: 1.0
  • Type of analysis: Source independent
  • Cuts: Energy dependent cuts based on gamma efficiency
  • All results shown here can be found in:
   /fefs/aswg/workspace/maria.bernardos/LSTanalysis/full_analysis/results/LST-1    

DL3 Config:[edit]

  {
   "EventSelector": {
   "filters": {
   "intensity": [50, Infinity], 
   "width": [0, Infinity],
   "length": [0, Infinity],
   "r": [0, 1],
   "wl": [0.01, 1],
   "leakage_intensity_width_2": [0, 0.2],
   "event_type": [32, 32]
    }
    },
   "DL3Cuts": {
   "min_event_p_en_bin": 100,
   "global_gh_cut": 0.80,
   "gh_efficiency": 0.80,
   "min_gh_cut": 0.1,
   "max_gh_cut": 0.95,
   "theta_containment": 0.70,
   "global_theta_cut": 0.20,
   "max_theta_range": 0.7,
   "min_theta_cut": 0.05,
   "max_theta_cut": 0.26,
  "fill_theta_cut": 0.26,
  "allowed_tels": [1]
   }, 
  "DataBinning": {
  "true_energy_min": 0.005,
  "true_energy_max": 200,
  "true_energy_n_bins_per_decade": 5,
  "reco_energy_min": 0.005,
  "reco_energy_max": 200,
  "reco_energy_n_bins_per_decade": 5,
  "energy_migration_min": 0.2,
  "energy_migration_max": 5,
  "energy_migration_n_bins": 31,
  "fov_offset_min": 0.1,
  "fov_offset_max": 1.1,
  "fov_offset_n_edges": 9,
  "bkg_fov_offset_min": 0,
  "bkg_fov_offset_max": 10,
  "bkg_fov_offset_n_edges": 21,
  "source_offset_min": 0.0001,
  "source_offset_max": 1.0001,
  "source_offset_n_edges": 1000
  }
  }

Analysis with gamma efficiency cut of 80% for Gammaness and 70% for Theta[edit]

  • Gammaness energy dependent cuts:

Gammaness geff 0.80 teff 0.70 thetacut0.7 3Off regions run5580.png

  • Theta2 energy dependent cuts:

Rad max geff 0.80 teff 0.70 thetacut0.7 3Off regions.png

Daily SED[edit]

20210809[edit]

SED modelfit 20210809 geff 0.80 teff 0.70 thetacut0.7 3Off regions.png SED 20210809 geff 0.80 teff 0.70 thetacut0.7 3Off regions.png

20210810[edit]

SED modelfit 20210810 geff 0.80 teff 0.70 thetacut0.7 3Off regions.png SED 20210810 geff 0.80 teff 0.70 thetacut0.7 3Off regions.png

20210812[edit]

SED modelfit 20210812 geff 0.80 teff 0.70 thetacut0.7 3Off regions.png SED 20210812 geff 0.80 teff 0.70 thetacut0.7 3Off regions.png

Combined SED[edit]

SED modelfit geff 0.80 teff 0.70 thetacut0.7 3Off regions.png SED geff 0.80 teff 0.70 thetacut0.7 3Off regions.png

Lightcurve[edit]

Magic energy range (0.100 - 1 TeV)[edit]

Nightwise lc geff 0.80 teff 0.70 thetacut0.7 3Off regions stacked.png

LST-1 Energy range (0.031- 1 TeV)[edit]

Nightwise lc geff 0.80 teff 0.70 thetacut0.7 3Off regions stacked full LST1 range.png


Analysis with gamma efficiency cut of 60% for Gammaness and 70% for Theta[edit]

  • Gammaness energy dependent cuts:

Gammaness geff 0.60 teff 0.70 thetacut0.7 3Off regions run5580.png

  • Theta2 energy dependent cuts:

Rad max geff 0.80 teff 0.70 thetacut0.7 3Off regions.png

Daily SED[edit]

20210809[edit]

SED modelfit 20210809 geff 0.60 teff 0.70 thetacut0.7 3Off regions.png SED 20210809 geff 0.60 teff 0.70 thetacut0.7 3Off regions.png

20210810[edit]

SED modelfit 20210810 geff 0.60 teff 0.70 thetacut0.7 3Off regions.png SED 20210810 geff 0.60 teff 0.70 thetacut0.7 3Off regions.png

20210812[edit]

SED modelfit 20210812 geff 0.60 teff 0.70 thetacut0.7 3Off regions.png SED 20210812 geff 0.60 teff 0.70 thetacut0.7 3Off regions.png

Combined SED[edit]

SED modelfit geff 0.60 teff 0.70 thetacut0.7 3Off regions.png SED geff 0.60 teff 0.70 thetacut0.7 3Off regions.png

Lightcurve[edit]

Magic energy range (0.100 - 1 TeV)[edit]

Nightwise lc geff 0.60 teff 0.70 thetacut0.7 3Off regions stacked.png

LST-1 Energy range (0.031- 1 TeV)[edit]

Nightwise lc geff 0.60 teff 0.70 thetacut0.7 3Off regions stacked full LST1 range.png