BoomerangSNR:Stereo LSTMAGIC analysis gamma24

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This page shows the analysis of LST-1 + MAGIC data used for the gamma-24 conference. Custom pipelines were used for the low-level reconstruction and in development tools are used for the high-level analysis.


Selected data[edit]

Date are calendar date, not start of night date.

Date Time # runs Duration [s]
2022-10-20 02:26:54.174 6 6149
2022-10-21 03:43:35.827 2 1900
2022-10-22 01:48:38.975 7 7467
2022-10-25 02:01:00.466 3 2214
2022-10-29 02:36:00.004 1 1026
2022-11-21 01:14:30.767 3 1956
2022-11-26 00:55:02.844 4 3213
2023-03-26 03:57:48.961 2 835
2023-03-27 03:54:28.500 5 961
2023-03-31 04:06:05.502 5 421
2023-04-20 02:25:29.043 5 3400
2023-04-21 02:33:09.562 6 3799
2023-05-18 00:39:47.241 1 93
2023-05-19 00:36:48.887 5 3986
2023-06-14 00:08:12.546 2 2146
2023-06-14 23:13:11.132 2 2115
2023-06-17 22:57:35.584 4 2974
2023-07-17 21:48:59.611 3 2720
2023-09-24 04:48:12.674 3 2547
2023-09-25 04:41:51.743 1 1324
2023-12-08 23:54:35.054 4 3123
2023-12-11 00:23:19.992 2 823
2023-12-12 23:56:20.835 4 2395
2023-12-13 23:32:32.093 5 3402
2024-03-15 05:12:04.709 3 4
2024-03-16 04:58:55.224 3 4
2024-06-02 00:34:37.773 4 1836
2024-06-05 00:27:31.425 3 1270
2024-06-07 23:36:08.198 4 3296
2024-06-08 23:53:35.529 5 4226
2024-06-09 23:29:21.270 3 218
2024-06-28 21:58:10.533 6 3386
2024-07-01 22:54:37.228 3 2018
2024-07-02 22:04:36.297 4 1976
2024-07-03 22:56:55.861 3 1853
2024-07-05 21:50:29.743 3 1983
2024-07-06 22:23:44.062 3 1617

Note : 2024-03-15 and 2024-03-16 livetime are very low. Reason unclear.

Scripts and MCP versions[edit]

Data analysis was performed using a modified version of magic-cta-pipe v0.41 which can be found here in the LST IT cluster: /fefs/aswg/workspace/gabriel.emery/G106/processing_04+interpRF+hack09/mcp_version_magicctapipe_04+torinoRFs+interpRF+hacklst09.zip

Processing scripts are found in /fefs/aswg/workspace/gabriel.emery/G106/processing_04+interpRF+hack09/ and /fefs/aswg/workspace/gabriel.emery/G106/processing_04+interpRF+hack09_highdens/

The results used for gamma24 use highdens processing.

Currently, all data (including older processings) are in output. Some may be removed to recover space later.

DL3 settings[edit]

/fefs/aswg/workspace/gabriel.emery/G106/processing_04+interpRF+hack09/outputs/MC_highdens/ST0320A/IRF_full/config.yaml

Main settings : (intensity > 99) & (combo_type != 3) gammaness: cut_type: "dynamic" efficiency: 0.9 (min-max cut 0.7-0.95)

dl2_to_dl3: interpolation_method: "linear" interpolation_scheme: "cosZd"

Maps and spectra[edit]

Maps are produced using the acceptance_modelisation code to extract the background IRF using the 3D background with a fit of a 2D gaussian + linear gradients model. The IRF is used as an acceptance for the ring background estimation used to create the background used in the maps.

Sig map wcdacircle mlst3Dfit bilinear gaussian2d 1-100TeV max6.80sig.png Backmap mlst3Dfit bilinear gaussian2d 1-100TeV max6.80sig.png Backhist mlst3Dfit bilinear gaussian2d 1-100TeV max6.80sig.png