MC analysis and IRF production

Monte-Carlo analysis

The analysis of Monte-Carlo data is mostly done on the cluster in La Palma and the results are accessible in /fefs/aswg/data/mc/

DL1

DL1 MC production to use can be found under:

• /fefs/aswg/data/mc/DL1/20190415/particle/south_pointing/

Replace particle with gamma, gamma_diffuse, proton or electron.

The dataset is already divided in training/testing for RF production and then IRF production.

Individual DL1 files are merged with parameters only.

DL2

DL2 MC production to use can be found under:

• /fefs/aswg/data/mc/DL2/20190415/particle/south_pointing/

Replace particle with gamma, gamma_diffuse, proton or electron.

DL2 files are produced from DL1 testing files and corresponding trained RF models.

RF models

The trained models to use for data analyse (MC or real data) can be found in /fefs/aswg/data/models/

--Thomas Vuillaume (talk) 16:23, 13 January 2020 (UTC)

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Productions

lschain-v0.6.3

• MC Prod5, 80% nominal telescope transmission, zenith 40 deg.

- Cleaning 8-4, LocalPeakWindowSum integrator and no n_islands feature.

/fefs/aswg/data/mc/DL1/20200629_prod5_trans_80/{particle}/zenith_40deg/south_pointing/20210506_v0.7.3_prod5_trans_80_zen40deg_local_tailcut_8_4 /fefs/aswg/data/mc/DL2/20200629_prod5_trans_80/{particle}/zenith_40deg/south_pointing/20210506_v0.7.3_prod5_trans_80_zen40deg_local_tailcut_8_4 /fefs/aswg/data/models/20200629_prod5_trans_80/zenith_40deg/south_pointing/20210506_v0.7.3_prod5_trans_80_zen40deg_local_tailcut_8_4

• MC Prod5 and with 80% nominal telescope transmission.

- Cleaning 10-5, LocalPeakWindowSum integrator and no n_islands feature.

/fefs/aswg/data/mc/DL1/20200629_prod5_trans_80/{particle}/zenith_20deg/south_pointing/20210118_v0.6.3_prod5_local_tail_10_5_wo_n_islands /fefs/aswg/data/mc/DL2/20200629_prod5_trans_80/{particle}/zenith_20deg/south_pointing/20210118_v0.6.3_prod5_local_tail_10_5_wo_n_islands /fefs/aswg/data/models/20200629_prod5_trans_80/zenith_20deg/south_pointing/20210118_v0.6.3_prod5_local_tail_10_5_wo_n_islands

• MC Prod5 and with 80% nominal telescope transmission.

- Cleaning 6-3, LocalPeakWindowSum integrator and without n_islands feature.

/fefs/aswg/data/mc/DL1/20200629_prod5_trans_80/{particle}/zenith_20deg/south_pointing/20201204_v0.6.3_prod5_trans_80_local_wo_n_islands/

/fefs/aswg/data/mc/DL2/20200629_prod5_trans_80/{particle}/zenith_20deg/south_pointing/20201204_v0.6.3_prod5_trans_80_local_wo_n_islands/

/fefs/aswg/data/models/20200629_prod5_trans_80/zenith_20deg/south_pointing/20201204_v0.6.3_prod5_trans_80_local_wo_n_islands/

23 October 2020

MC Prod5 reduction with lstchain v0.6.3 standard configuration.

• Cleaning 6-3, LocalPeakWindowSum integrator and without n_islands feature

/fefs/aswg/data/mc/DL1/20200629_prod5/***/zenith_20deg/south_pointing/20201023_v0.6.3_prod5_local_wo_n_islands/

/fefs/aswg/data/mc/DL2/20200629_prod5/***/zenith_20deg/south_pointing/20201023_v0.6.3_prod5_local_wo_n_islands/

/fefs/aswg/data/models/20200629_prod5/zenith_20deg/south_pointing/20201023_v0.6.3_prod5_local_wo_n_islands/

• Cleaning 8-4, LocalPeakWindowSum integrator and without n_islands feature

/fefs/aswg/data/mc/DL1/20200629_prod5/***/south_pointing/20201023_v0.6.3_prod5_tail_8_4_local_wo_n_islands/

/fefs/aswg/data/mc/DL2/20200629_prod5/***/south_pointing/20201023_v0.6.3_prod5_tail_8_4_local_wo_n_islands/

/fefs/aswg/data/models/20200629_prod5/zenith_20deg/south_pointing/20201023_v0.6.3_prod5_tail_8_4_local_wo_n_islands/

17 October 2020

MC reduction with lstchain v0.6.3 standard configuration.

• Cleaning 6-3, LocalPeakWindowSum integrator

/fefs/aswg/data/mc/DL1/20190415/***/south_pointing/20201017_v0.6.3_prod3_local/

/fefs/aswg/data/mc/DL2/20190415/***/south_pointing/20201017_v0.6.3_prod3_local/

/fefs/aswg/data/models/20190415/south_pointing/20201017_v0.6.3_prod3_local/

05 October 2020

MC reduction with lstchain v0.6.1 standard configuration.

• Cleaning 6-3, LocalPeakWindowSum integrator

/fefs/aswg/data/mc/DL1/20190415/***/south_pointing/20201005_v0.6.1_local/

/fefs/aswg/data/mc/DL2/20190415/***/south_pointing/20201005_v0.6.1_local/

/fefs/aswg/data/models/20190415/south_pointing/20201005_v0.6.1_local/

06 June 2020

MC reduction with lstchain v0.5.2 with 2 standard config:

• Cleaning 6-3, LocalPeakWindowSum integrator & *** `mc_image_scaling_factor` = 0.66 *** :

/fefs/aswg/data/mc/DL1/20190415/***/south_pointing/20200706_v0.5.2_local/

/fefs/aswg/data/mc/DL2/20190415/***/south_pointing/20200706_v0.5.2_local/

/fefs/aswg/data/models/20190415/south_pointing/20200706_v0.5.2_local/

• Cleaning 6-3, GlobalPeakWindowSum integrator & *** `mc_image_scaling_factor` = 0.66 *** :

/fefs/aswg/data/mc/DL1/20190415/***/south_pointing/20200705_v0.5.2_global/

/fefs/aswg/data/mc/DL2/20190415/***/south_pointing/20200705_v0.5.2_global/

/fefs/aswg/data/models/20190415/south_pointing/20200705_v0.5.2_global/

28 May 2020

MC reduction with lstchain v0.5.1 with 3 standard configs:

• Cleaning 6-3, NeighborPeakWindowSum integrator:

/fefs/aswg/data/mc/DL1/20190415/***/south_pointing/20200527_v0.5.1_neighbor/

/fefs/aswg/data/mc/DL2/20190415/***/south_pointing/20200527_v0.5.1_neighbor/

/fefs/aswg/data/models/20190415/***/south_pointing/20200527_v0.5.1_neighbor/

• Cleaning 6-3, GlobalPeakWindowSum integrator:

/fefs/aswg/data/mc/DL1/20190415/***/south_pointing/20200527_v0.5.1_global/

/fefs/aswg/data/mc/DL2/20190415/***/south_pointing/20200527_v0.5.1_global/

/fefs/aswg/data/models/20190415/***/south_pointing/20200527_v0.5.1_global/

• Cleaning 6-3, LocalPeakWindowSum integrator:

/fefs/aswg/data/mc/DL1/20190415/***/south_pointing/20200514_v0.5.1_v01/

/fefs/aswg/data/mc/DL2/20190415/***/south_pointing/20200514_v0.5.1_v01/

/fefs/aswg/data/models/20190415/***/south_pointing/20200514_v0.5.1_v01

23 March 2020

MC reduction with lstchain v0.4.5 with 2 different configs:

• No intercept

(standard config otherwise)

/fefs/aswg/data/mc/DL2/20190415/***/south_pointing/20200316_v0.4.5__EG1/

/fefs/aswg/data/models/20190415/south_pointing/20200316_v0.4.5__EG1/

• No intercept, no time_gradient

(standard config otherwise)

/fefs/aswg/data/mc/DL2/20190415/***/south_pointing/20200316_v0.4.5__EG2/

/fefs/aswg/data/models/20190415/south_pointing/20200316_v0.4.5__EG2/

02 March 2020

New MC reduction with lstchain v0.4.4 with 3 different configs:

• Standard config:

Cleaning 6-3, LocalPeakWindowSum integrator

/fefs/aswg/data/mc/DL1/20190415/gamma/south_pointing/20200229_v0.4.4_TV01/

/fefs/aswg/data/mc/DL2/20190415/gamma/south_pointing/20200229_v0.4.4_TV01/

/fefs/aswg/data/models/20190415/south_pointing/20200229_v0.4.4_TV01/

• 10p cleaning config:

Cleaning 6.6-3.3, LocalPeakWindowSum integrator

/fefs/aswg/data/mc/DL1/20190415/gamma/south_pointing/20200301_v0.4.4_TV02/

/fefs/aswg/data/mc/DL2/20190415/gamma/south_pointing/20200301_v0.4.4_TV02/

/fefs/aswg/data/models/20190415/south_pointing/20200301_v0.4.4_TV02/

• Neighbor config:

Cleaning 6-3, NeighborPeakWindowSum integrator

/fefs/aswg/data/mc/DL1/20190415/gamma/south_pointing/20200301_v0.4.4_TV03/

/fefs/aswg/data/mc/DL2/20190415/gamma/south_pointing/20200301_v0.4.4_TV03/

/fefs/aswg/data/models/20190415/south_pointing/20200301_v0.4.4_TV03/

--Thomas Vuillaume (talk) 08:44, 2 March 2020 (UTC)