simtools-production-derive-corsika-limits

Derive CORSIKA configuration limits for energy, core distance, and viewcone radius.

This tool determines configuration limits based on triggered events from broad-range simulations. It supports the derivation of the following CORSIKA configuration parameters:

• ERANGE: lower energy limit

• CSCAT: upper core distance

• VIEWCONE: viewcone radius

Broad-range simulations in this context are simulation sets generated with wide-ranging definitions for above parameters. Limits are computed based on a configurable maximum event loss fraction. Results are provided as a table with the following columns:

Field	Data Type	Units	Description
primary_particle	string		Particle type (e.g., gamma, proton).
array_name	string		Array name (custom or as defined in ‘array_layouts’).
telescope_ids	string		Comma-separated list of telescope IDs of this array.
zenith	float64	deg	Direction of array pointing zenith.
azimuth	float64	deg	Direction of array pointing azimuth.
nsb_level	float64		Night sky background level.
lower_energy_limit	float64	TeV	Derived lower energy limit (ERANGE)
upper_radius_limit	float64	m	Derived upper core distance limit (CSCAT)
viewcone_radius	float64	deg	Derived viewcone radius limit (VIEWCONE)

The input event data files are generated using the application simtools-generate-simtel-event-data and are required for each point in the observational parameter space (e.g., array pointing directions, level of night sky background, etc.).

Command line arguments

event_data_files (str, required)

Path to reduced event data file.

telescope_ids (str, optional)

Custom array layout file containing telescope IDs.

loss_fraction (float, required)

Maximum event-loss fraction for limit computation.

plot_histograms (bool, optional)

Plot histograms of the event data.

output_file (str, optional)

Path to the output file for the derived limits.

Example

Derive limits for a list of array layouts (use ‘all’ to derive limits for all layouts):

simtools-production-derive-corsika-limits \\
    --event_data_files path/to/event_data_files.yaml \\
    --array_layout_name alpha,beta \\
    --loss_fraction 1e-6 \\
    --plot_histograms \\
    --output_file corsika_simulation_limits_lookup.ecsv

Derive limits for a given file for custom defined array layouts:

simtools-production-derive-corsika-limits \\
    --event_data_files path/to/event_data_files.yaml \\
    --telescope_ids path/to/telescope_configs.yaml \\
    --loss_fraction 1e-6 \\
    --plot_histograms \\
    --output_file corsika_simulation_limits_lookup.ecsv

production_derive_corsika_limits.main()

Derive limits for energy, radial distance, and viewcone.