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Script to apply cloud affection correction to the LST, Magic 1, and M… #241

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merged 15 commits into from
Sep 11, 2024
Merged

Script to apply cloud affection correction to the LST, Magic 1, and M… #241

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3bfe64d
Script to apply cloud affection correction to the LST, Magic 1, and M…
nzywucka Aug 7, 2024
6e5d5f5
Correction of numpydoc-validation issues
nzywucka Aug 9, 2024
712b577
config.yaml cloud correction parameters added (cloud_correction secti…
nzywucka Aug 26, 2024
5e7a67d
A loop over all the telescopes added.
nzywucka Aug 26, 2024
150a30c
Added information on the telescopes to use from the config file.
nzywucka Aug 26, 2024
332b008
The path to the config file is now added.
nzywucka Aug 26, 2024
a7dbf9e
Improvements based on comments from github implemented in both files.
nzywucka Aug 30, 2024
2a6081f
save_images option changed from false to true
nzywucka Aug 30, 2024
8a3d796
Newest version of config.yaml with cloud correction parameters.
nzywucka Aug 30, 2024
43bf4e5
Merge remote-tracking branch 'origin/master' into correction to take …
nzywucka Sep 4, 2024
92fb18f
The script has been updted with the comments from github.
nzywucka Sep 4, 2024
c3e9b0b
Changes to the code based on the comments from Github.
nzywucka Sep 9, 2024
eb441d0
Changed str to ctapipe.instrument.camera.geometry.CameraGeometry for …
nzywucka Sep 9, 2024
563951b
Improvements made on timing and concentration parameters.
nzywucka Sep 10, 2024
ca78fb3
Change of way of calculating parameters from the images.
nzywucka Sep 11, 2024
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31 changes: 12 additions & 19 deletions magicctapipe/scripts/lst1_magic/config.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,6 @@ mc_tel_ids:
MAGIC-I: 2
MAGIC-II: 3


LST:
image_extractor:
type: "LocalPeakWindowSum"
Expand All @@ -15,10 +14,10 @@ LST:

increase_nsb:
use: true
extra_noise_in_dim_pixels: 1.6
extra_bias_in_dim_pixels: 0.52
extra_noise_in_dim_pixels: 1.27
extra_bias_in_dim_pixels: 0.665
transition_charge: 8
extra_noise_in_bright_pixels: 1.92
extra_noise_in_bright_pixels: 2.08

increase_psf:
use: false
Expand Down Expand Up @@ -53,20 +52,6 @@ MAGIC:
use: true
factor: 1.143

increase_nsb_m1:
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use: true
extra_noise_in_dim_pixels: 0.04
extra_bias_in_dim_pixels: 0.60
transition_charge: 8
extra_noise_in_bright_pixels: 0.80

increase_nsb_m2:
use: true
extra_noise_in_dim_pixels: 0.07
extra_bias_in_dim_pixels: 0.14
transition_charge: 8
extra_noise_in_bright_pixels: 0.82

magic_clean:
use_time: true
use_sum: true
Expand All @@ -82,7 +67,7 @@ MAGIC:
tailcut: [12, 8]
ring_completeness_threshold: 25

save_images: false
save_images: true
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event_coincidence:
# History of the time offset between LST-1 and MAGIC
Expand Down Expand Up @@ -279,3 +264,11 @@ dl2_to_dl3:
source_name: "Crab"
source_ra: null # used when the source name cannot be resolved
source_dec: null # used when the source name cannot be resolved

cloud_correction:
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specify_cloud: yes
base_height: 5900
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thickness: 1320
vertical_transmission: 0.58
number_of_layers: 10

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