Editing Analysis A. Aguasca-Cabot lstchain v0.8.X

= Overview =
*Source-dependent analysis using LSTCHAIN v0.8.4, cleaning method tail cut 84 and dynamic cleaning. Also, tunned NSB and PSF.
*Observations used in the analysis: 5580-5584, 5630-5639 and 5696-5704.


== Monte Carlo information ==
* Link to MC files used: 
** Particle types: gamma off0.4deg, proton
** ZD (deg): 40
** AZ (deg): 180
** Other information: DL1 MC files are produced with lstMCpipe v0.5.1, but using LSTCHAIN v0.8.2. Link to DL0 MC files used:

 /fefs/aswg/data/mc/DL0/20200629_prod5_trans_80/{particle}/zenith_40deg/south_pointing

== DL1 data == 
* LSTCHAIN v0.8.4
**Source-dependent parameters added using script `lstchain_add_source_dependent_parameters.py`.
**Dynamic cleaning applied using srcipt `lstchain_dl1ab.py`.

  "dynamic_cleaning": {
    "apply": true,
    "threshold": 267,
    "fraction_cleaning_intensity": 0.03
  }
=== Real data ===

* Original DL1a files
 /fefs/aswg/data/real/DL1/{20210809,20210810,20210812}/v0.7.3/tailcut84/dl1_LST-1.Run0XXXX.XXXX.h5

=== MC data ===

* Tunned NSB:
** MC: gamma_40deg_180deg_run1000___cta-prod5-lapalma_4LSTs_MAGIC_desert-2158m_mono_off0.4.simtel.gz
** DL1a run: /fefs/aswg/data/real/DL1/20210809/v0.7.3/tailcut84/dl1_LST-1.Run05584.0000.h5

    "increase_nsb": true,
    "extra_noise_in_dim_pixels": 0.599,
    "extra_bias_in_dim_pixels": 0.225,
    "transition_charge": 8,
    "extra_noise_in_bright_pixels": 0.112,

* Tunned PSF

    "increase_psf": true,
    "smeared_light_fraction": 0.175
 

* Original DL1a files
 /fefs/aswg/workspace/arnau.aguasca/Analysis/results/MC/lstMCpipe/DL1/20200629_prod5_trans_80/{particle}/{zenith}/{azimuth}/{if gamma: off_0.4deg}/20220131_v0.8.2_prod5_trans_80_zen40deg_dynamic_cleaning

== Random forest ==

* LSTCHAIN v0.8.4
* Source-dependent, dispnorm
 /fefs/aswg/workspace/arnau.aguasca/scripts/_configs/XXXXXXXXX

== DL1 to DL2 data ==

* LSTCHAIN v0.8.4
* Config file
 /fefs/aswg/workspace/arnau.aguasca/scripts/_configs/XXXXXXXXX

== DL3 data selection ==

*Quality cuts
  "EventSelector": {
    "filters": {
      "intensity": [50, Infinity],
      "width": [0, Infinity],
      "length": [0, Infinity],
      "r": [0, 1],
      "wl": [0.1, 1],
      "leakage_intensity_width_2": [0, 0.2]
    }
  },
  "DL3FixedCuts": {
    "fixed_gh_cut": 0.7,
    "fixed_alpha_cut": 15,
    "allowed_tels": [1]
  }

== High-level analysis ==

DL2 to DL3 stage and IRF production performed using Seiya's fork of LSTCHAIN. Repository used: https://github.com/aaguasca/cta-lstchain

*IRF: point-like, single-offset

 /fefs/aswg/workspace/arnau.aguasca/scripts/_configs/RSOph/XXXX

* Produced DL3 files

 /fefs/aswg/workspace/arnau.aguasca/XXXX

== Analysis results ==