Difference between revisions of "LST1Analysis MVA2"
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(→Recommended MC trainings) |
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| lstchain_config_2023-09-01.json | | lstchain_config_2023-09-01.json | ||
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| − | | Standard Dark | + | | Standard Dark recent/incomplete! |
| 20240131_allsky_v0.10.5_all_dec_base | | 20240131_allsky_v0.10.5_all_dec_base | ||
| lstchain_config_2024-01-31.json | | lstchain_config_2024-01-31.json | ||
Revision as of 10:48, 22 February 2024
LST1 Analysis 2024
Contents
Creating DL3 in the La Palma IT cluster
School scripts/notebooks: /fefs/aswg/workspace/analysis-school-2024/cta-lstchain
Open remote connection
ssh cp03 source /fefs/aswg/software/conda/etc/profile.d/conda.sh conda activate lstchain-v0.10.7 jupyter notebook --no-browser Link for browser in printout: http://localhost:88XX/?token=YYYYYYYYYYYY ssh -NfL localhost:88XX:localhost:88XX monica.vazquez@cp03
Select good quality data
Run notebook: /home/monica.vazquez/LST1SCHOOL2024/notebooks/data_quality.ipynb
data_quality notebook settings to select crab data taken in the night 2023/01/17:
files = glob.glob("/fefs/aswg/data/real/OSA/DL1DataCheck_LongTerm/v0.10/2023????/DL1_datacheck_2023*.h5")
source_coordinates = SkyCoord.from_name("Crab Nebula")
max_zenith = 35 * u.deg
first_date = 20230117
last_date = 20230117
To check the most recent version of all the data use this location:
/fefs/aswg/data/real/OSA/DL1DataCheck_LongTerm/night_wise/all/
Copy the output good run list:
/fefs/aswg/data/real/DL1/20230117/v0.10/tailcut84/dl1_LST-1.Run11699.h5 /fefs/aswg/data/real/DL1/20230117/v0.10/tailcut84/dl1_LST-1.Run11700.h5 /fefs/aswg/data/real/DL1/20230117/v0.10/tailcut84/dl1_LST-1.Run11701.h5 /fefs/aswg/data/real/DL1/20230117/v0.10/tailcut84/dl1_LST-1.Run11702.h5 /fefs/aswg/data/real/DL1/20230117/v0.10/tailcut84/dl1_LST-1.Run11703.h5
to /home/monica.vazquez/LST1SCHOOL2024/helpful_scripts/file_list.txt
DL1 to DL2
cd /home/monica.vazquez/LST1SCHOOL2024/helpful_scripts ./launch_dl1_dl2.sh /fefs/aswg/data/models/AllSky/20230927_v0.10.4_crab_tuned/dec_2276 /fefs/aswg/data/models/AllSky/20230927_v0.10.4_crab_tuned/dec_2276/lstchain_config_2023-09-27.json
Recommended MC trainings
Model files are located in: /fefs/aswg/data/models/AllSky/
| Recommended trainings | ||
|---|---|---|
|
Source |
Model |
json |
| Crab Nebula tuned | 20230927_v0.10.4_crab_tuned | lstchain_config_2023-09-27.json |
| Standard Dark complete production | 20230901_v0.10.4_allsky_base_prod | lstchain_config_2023-09-01.json |
| Standard Dark recent/incomplete! | 20240131_allsky_v0.10.5_all_dec_base | lstchain_config_2024-01-31.json |
Exploration of DL2 data
Run notebook: /home/monica.vazquez/LST1SCHOOL2024/notebooks/explore_DL2.ipynb
IRF creation
Use the test MC of the same declination line used in the DL2 step
cd /home/monica.vazquez/LST1SCHOOL2024/helpful_scripts cp /fefs/aswg/workspace/analysis-school-2024/cta-lstchain/docs/examples/irf_tool_config.json .
The default json has energy dependent gammaness and theta containment cuts of 70%
"gh_efficiency": 0.7 "theta_containment": 0.7
./launch_irf_creation.sh /fefs/aswg/data/mc/DL2/AllSky/20230927_v0.10.4_crab_tuned/TestingDataset/dec_2276 ./irf_tool_config.json gh_eff_0.7_th_cont_0.7
