LST1Analysis MVA

Location of LST1 data at PIC

• Directory: /pnfs/pic.es/data/cta/LST/Data/ZFITS/

• Web: LST1 ZFITS files on the web
  Same user/password as in CTA portal

Location of LST1 at La Palma

• Directory: /fefs/onsite/data
  Use cp01/cp02 to copy out data, never the login machine

Run summary info/data-check

• Run-summary web in GAE
  LST1 account

Analysis of LST1 data

Donwload LST analysis software cta-lstchain (wrapper that uses centrally supported ctapipe routines)

git clone https://github.com/cta-observatory/cta-lstchain.git
cd cta-lstchain
conda env create -f environment.yml
conda activate cta 

Files needed to analyze golden Run 442 (20190527):

• Pedestal run: pedestal_file_run446_0000.fits
• Low level DRS4 calibration: calibration.hdf5

Run directly jupyter notebook

cd cta-lstchain/notebooks
jupyter notebook
-> select Analyze_real_muon_data.ipynb




Convert example jupyter notebook to python
cd cta-lstchain/notebooks
jupyter nbconvert --to python Analyze_real_muon_data.ipynb

Fix path of data, pedestal and calibration and run!

Lines to fix:
source = event_source(input_url="../data/LST-1.4.Run00442.0001.fits.fz",max_events=None)
pedestal_path="../pedestal/pedestal_file_run446_0000.fits",
with HDF5TableReader('../calibration/calibration.hdf5') as h5_table:

python Analyze_real_muon_data.py