Difference between revisions of "Analysis A. Aguasca-Cabot lstchain v0.7.X"
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== DL1 data == | == DL1 data == | ||
+ | * LSTCHAIN v0.7.5 | ||
+ | **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 === | === Real data === | ||
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/fefs/aswg/data/real/DL1/{20210809,20210810,20210812}/v0.7.3/tailcut84/dl1_LST-1.Run0XXXX.XXXX.h5 | /fefs/aswg/data/real/DL1/{20210809,20210810,20210812}/v0.7.3/tailcut84/dl1_LST-1.Run0XXXX.XXXX.h5 | ||
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* Produced DL1b files | * Produced DL1b files | ||
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/fefs/aswg/data/mc/DL1/20200629_prod5_trans_80/{particle}/{zenith}/{azimuth}/20210506_v0.7.3_prod5_trans_80_zen40deg_local_tailcut_8_4 | /fefs/aswg/data/mc/DL1/20200629_prod5_trans_80/{particle}/{zenith}/{azimuth}/20210506_v0.7.3_prod5_trans_80_zen40deg_local_tailcut_8_4 | ||
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* Produced DL1b files | * Produced DL1b files | ||
== Random forest == | == Random forest == | ||
+ | |||
* LSTCHAIN v0.7.5 | * LSTCHAIN v0.7.5 | ||
− | * | + | * Source-dependent, dispnorm |
/fefs/aswg/workspace/arnau.aguasca/scripts/_configs/XXXXXXXXX | /fefs/aswg/workspace/arnau.aguasca/scripts/_configs/XXXXXXXXX | ||
− | == DL2 data == | + | == DL1 to DL2 data == |
− | + | * LSTCHAIN v0.7.5 | |
− | + | * Config file | |
− | + | /fefs/aswg/workspace/arnau.aguasca/scripts/_configs/XXXXXXXXX | |
− | * | + | * Produced DL2 files |
− | + | == DL3 data selection == | |
*Quality cuts | *Quality cuts | ||
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== High-level analysis == | == 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/LSTGeneralMeeting/lstchain_dl3_config.json | ||
+ | |||
+ | |||
+ | == Analysis results == |
Revision as of 11:40, 10 February 2022
Contents
Overview
- Source-dependent analysis using LSTCHAIN v0.7.5, cleaning method tail cut 84 and dynamic cleaning.
- Observations used in the analysis: 5580-5584, 5630-5639 and 5696-5704.
- Results presented in the LST General meeting (Nov. 2021), link here.
Monte Carlo information
- Link to MC files used:
- Particle types: gamma, proton
- ZD (deg): 40
- AZ (deg): 180
DL1 data
- LSTCHAIN v0.7.5
- 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
- Produced DL1b files
MC data
- Original DL1a files
/fefs/aswg/data/mc/DL1/20200629_prod5_trans_80/{particle}/{zenith}/{azimuth}/20210506_v0.7.3_prod5_trans_80_zen40deg_local_tailcut_8_4
- Produced DL1b files
Random forest
- LSTCHAIN v0.7.5
- Source-dependent, dispnorm
/fefs/aswg/workspace/arnau.aguasca/scripts/_configs/XXXXXXXXX
DL1 to DL2 data
- LSTCHAIN v0.7.5
- Config file
/fefs/aswg/workspace/arnau.aguasca/scripts/_configs/XXXXXXXXX
- Produced DL2 files
DL3 data selection
- Quality cuts
"EventSelector": { "filters": { "intensity": [100, 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": 0.6, "fixed_alpha_cut": 20, "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/LSTGeneralMeeting/lstchain_dl3_config.json