Difference between revisions of "MC analysis and IRF production"
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Revision as of 10:05, 29 November 2022
Contents
Monte-Carlo analysis
The analysis of Monte-Carlo data is mostly done on the cluster in La Palma thanks to lstmcpipe (see below) and the results are accessible in /fefs/aswg/data/mc/
DL1 to IRF
DL1 MC production to use can be found under:
/fefs/aswg/data/mc/DL/prod/particle/
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.
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)
lstmcpipe
lstmcpipe: https://github.com/cta-observatory/lstmcpipe/
lstmcpipe productions
You may request a new production through a lstmcpipe pull request: https://github.com/cta-observatory/lstmcpipe/#requesting-a-mc-analysis
True source name | Source ID in lstmcpipe | Comments | ||
---|---|---|---|---|
RS Ophiuchi | src1 | https://github.com/cta-observatory/lstmcpipe/pull/185 Reprocess with lsthcain v0.9.9: https://github.com/cta-observatory/lstmcpipe/pull/370 | ||
LHAASO J2108+5157 | src2 | https://github.com/cta-observatory/lstmcpipe/pull/184 https://github.com/cta-observatory/lstmcpipe/pull/306 | ||
BL Lacertae | src3 | https://github.com/cta-observatory/lstmcpipe/pull/295 https://www.lst1.iac.es/wiki/index.php/All_sky_mc_bllac | ||
G106.3+2.7 | src4 | Coming soon | ||
PSR J2021+3651 | src5 | Coming soon |
Since February 2022, The list of productions can be found online, on lstmcpipe documentation: https://cta-observatory.github.io/lstmcpipe/
Older productions are either listed below or to be found directly on the cluster in /fefs/aswg/data/mc/...
Older 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)