Difference between revisions of "Fast Offline Analysis OP313 May 2024 P064"
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* Analysis by: | * Analysis by: | ||
**Irene Jiménez Martínez (MPP - irenejm@mpp.mpg.de or irene.jimenez@cta-consortium.org) | **Irene Jiménez Martínez (MPP - irenejm@mpp.mpg.de or irene.jimenez@cta-consortium.org) | ||
| + | **Lea Heckmann (MPP - heckmann@mpp.mpg.de) | ||
==Data-taking information== | ==Data-taking information== | ||
* '''Dates of data-taking''': | * '''Dates of data-taking''': | ||
** Date (time of observation h) | ** Date (time of observation h) | ||
| − | ***ZD range (deg): 0 - | + | ***ZD range (deg): 0 - 16 deg |
| − | ***AZ range (deg): -64 - | + | ***AZ range (deg): -64 - 73 deg |
***Transmission9km: | ***Transmission9km: | ||
***Observations: | ***Observations: | ||
| Line 32: | Line 33: | ||
*Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_02.pdf | *Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_02.pdf | ||
| − | '2024-05-04': [17281, 17282, 17283] | + | '2024-05-04': [17281, 17282, 17283] h (all data cut but still analyzed to have an idea of the significance) |
[[File:Diagnostic_op313_20240504_leaheck.png | 600 px]] | [[File:Diagnostic_op313_20240504_leaheck.png | 600 px]] | ||
| − | *Data quality selection applied on above data sample: all 3 runs are excluded because of dR/dI rate and intensity threshold | + | *Data quality selection applied on above data sample: all 3 runs are excluded because of dR/dI rate and intensity threshold. Effective area is all zero at [197d37m09.957813s 32d20m43.782834s]. No safe energy band can be defined for the dataset '17282': setting `mask_safe` to all False. |
| + | |||
*Joint observations with MAGIC? : Yes | *Joint observations with MAGIC? : Yes | ||
*Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_04.pdf | *Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_04.pdf | ||
| + | |||
| + | '2024-05-07': [17352, 17353, 17354, 17355, 17356] 0.95 h (no cuts) | ||
| + | |||
| + | [[File:Diagnostic_op313_20240507_irenejm.png | 600 px]] | ||
| + | *Data quality selection applied on above data sample: No data survived the cuts, there were too many clouds. Fast analysis performed with no cuts. Run 17356 has less than 5 minutes of data. | ||
| + | *Joint observations with MAGIC? : No | ||
| + | *Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_07.pdf | ||
| + | |||
| + | |||
| + | '2024-05-15': [17417] 0.2 h (no cuts) | ||
| + | |||
| + | [[File:Diagnostic_op313_20240515_leaheck.png | 600 px]] | ||
| + | *Data quality selection applied on above data sample: All data survived the cuts | ||
| + | *Joint observations with MAGIC? : No | ||
| + | *Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_15.pdf | ||
| + | |||
| + | |||
| + | |||
| + | '2024-05-16': [17425,17426,17427,17428] 0.9 h (before cuts, 0 after) | ||
| + | |||
| + | [[File:Diagnostic_op313_20240516_leaheck.png | 600 px]] | ||
| + | *Data quality selection applied on above data sample: All runs excluded by standard cuts because of several reasons (see plot below). Analysis still presented below. But even with noff=1, it says: Found overlapping on/off regions, choose less off regions ReflectedRegionsBackgroundMaker failed. No OFF region found outside exclusion mask for dataset '17426'. ReflectedRegionsBackgroundMaker failed. Setting 17426 mask to False. | ||
| + | *Joint observations with MAGIC? : No | ||
| + | *Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_16.pdf | ||
==General analysis information== | ==General analysis information== | ||
| Line 44: | Line 70: | ||
* DL1b standard production (v0.10/tailcut84), run-wise merged files in: | * DL1b standard production (v0.10/tailcut84), run-wise merged files in: | ||
| + | /fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17220.h5 | ||
/fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17221.h5 | /fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17221.h5 | ||
/fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17222.h5 | /fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17222.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17223.h5 | ||
/fefs/aswg/data/real/DL1/20240502/v0.10/tailcut84/dl1_LST-1.Run17234.h5 | /fefs/aswg/data/real/DL1/20240502/v0.10/tailcut84/dl1_LST-1.Run17234.h5 | ||
| Line 52: | Line 80: | ||
/fefs/aswg/data/real/DL1/20240502/v0.10/tailcut84/dl1_LST-1.Run17237.h5 | /fefs/aswg/data/real/DL1/20240502/v0.10/tailcut84/dl1_LST-1.Run17237.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240504/v0.10/tailcut84/dl1_LST-1.Run17281.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240504/v0.10/tailcut84/dl1_LST-1.Run17282.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240504/v0.10/tailcut84/dl1_LST-1.Run17283.h5 | ||
| + | |||
| + | /fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17352.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17353.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17354.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17355.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17356.h5 | ||
| + | |||
| + | /fefs/aswg/data/real/DL1/20240515/v0.10/tailcut84/dl1_LST-1.Run17417.h5 | ||
| + | |||
| + | /fefs/aswg/data/real/DL1/20240516/v0.10/tailcut84/dl1_LST-1.Run17425.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240516/v0.10/tailcut84/dl1_LST-1.Run17426.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240516/v0.10/tailcut84/dl1_LST-1.Run17427.h5 | ||
| + | /fefs/aswg/data/real/DL1/20240516/v0.10/tailcut84/dl1_LST-1.Run17428.h5 | ||
==Monte Carlo information== | ==Monte Carlo information== | ||
| Line 76: | Line 120: | ||
/fefs/aswg/workspace/lea.heckmann/FOA/OP313_20240504/DL2 | /fefs/aswg/workspace/lea.heckmann/FOA/OP313_20240504/DL2 | ||
| + | |||
| + | /fefs/aswg/workspace/irene.jimenez/FOA/OP313_20240507_data/DL2 | ||
| + | |||
| + | /fefs/aswg/workspace/lea.heckmann/FOA/OP313_20240515/DL2 | ||
| + | |||
| + | /fefs/aswg/workspace/lea.heckmann/FOA/OP313_20240516/DL2 | ||
==DL3 data & IRF== | ==DL3 data & IRF== | ||
| Line 120: | Line 170: | ||
=== Daily results === | === Daily results === | ||
| − | |||
| − | |||
| − | |||
| − | |||
* 2024-05-01 | * 2024-05-01 | ||
| Line 131: | Line 177: | ||
[[File:Theta2_op313_20240502_irenejm.png|600 px]] | [[File:Theta2_op313_20240502_irenejm.png|600 px]] | ||
| + | |||
| + | |||
| + | * 2024-05-04 | ||
| + | |||
| + | [[File:Theta2_op313_20240504_leaheck.png|600 px]] | ||
| + | |||
| + | |||
| + | * 2024-05-07 | ||
| + | |||
| + | [[File:Theta2_op313_20240507_irenejm.png|600 px]] | ||
| + | |||
| + | * 2024-05-15 | ||
| + | |||
| + | [[File:Theta2_op313_20240515_leaheck.png|600 px]] | ||
| + | |||
| + | |||
| + | * 2024-05-16 | ||
| + | |||
| + | [[File:Theta2_op313_20240516_leaheck.png|600 px]] | ||
| + | |||
| + | === Stacked observations === | ||
| + | * 2024-05-01 to 2024-05-04 | ||
| + | |||
| + | |||
| + | [[File:Theta2_op313_2024050104_leaheck.png|600 px]] | ||
| Line 171: | Line 242: | ||
| + | * 2024-05-04 | ||
| + | |||
| + | Spectral parameters: PL+EBL(dominguez) | ||
| + | |||
| + | type name value unit error min max frozen is_norm link | ||
| + | -------- ---------- ---------- -------------- ----------- --------- --- ------ ------- ---- | ||
| + | spectral index 3.6192 1.4352 nan nan False False | ||
| + | spectral amplitude 2.18903-09 TeV-1 s-1 cm-2 3.94539e-09 nan nan False True | ||
| + | spectral reference 1.0000e-01 TeV 0.000e+00 nan nan True False | ||
| + | spectral alpha_norm 1.0000e+00 0.000e+00 nan nan True False | ||
| + | spectral redshift 9.9700e-01 0.000e+00 nan nan True False | ||
| + | |||
| + | Integral flux E > 100 GeV: XXe-11 s-1 cm-2 | ||
| + | |||
| + | [[File:SED_op313_20240504_leaheck.png|600 px]] | ||
| + | |||
| + | * Stacked 2024-05-01 to 2024-05-04 | ||
| + | |||
| + | |||
| + | Spectral parameters: PL+EBL(dominguez) | ||
| + | |||
| + | type name value unit error min max frozen is_norm link | ||
| + | -------- ---------- ---------- -------------- --------- --------- --- ------ ------- ---- | ||
| + | spectral index 2.3038e+00 4.329e-01 nan nan False False | ||
| + | spectral amplitude 5.7638e-09 TeV-1 s-1 cm-2 1.572e-09 nan nan False True | ||
| + | spectral reference 1.0000e-01 TeV 0.000e+00 nan nan True False | ||
| + | spectral alpha_norm 1.0000e+00 0.000e+00 nan nan True False | ||
| + | spectral redshift 9.9700e-01 0.000e+00 nan nan True False | ||
| + | |||
| + | Integral flux E > 100 GeV: 7.7934464e-11 s-1 cm-2 | ||
| + | |||
| + | [[File:SED_op313_2024050104_leaheck.png|600 px]] | ||
| + | |||
| + | |||
| + | * 2024-05-07 | ||
| + | |||
| + | Not enough signal! | ||
| + | |||
| + | * 2024-05-15 | ||
| + | |||
| + | Not enough signal! | ||
| + | |||
| + | * 2024-05-16 | ||
| + | |||
| + | Not enough signal! | ||
=== Light curve === | === Light curve === | ||
| Line 181: | Line 297: | ||
[[File:LC_op313_20240502_irenejm.png|600 px]] | [[File:LC_op313_20240502_irenejm.png|600 px]] | ||
| + | |||
| + | |||
| + | * 2024-05-04 | ||
| + | |||
| + | [[File:LC_op313_20240504_leaheck.png|600 px]] | ||
| + | |||
| + | |||
| + | * 2024-05-07 | ||
| + | |||
| + | Not enough signal! | ||
| + | |||
| + | |||
| + | * 2024-05-15 | ||
| + | |||
| + | Not enough signal! | ||
| + | |||
| + | |||
| + | * 2024-05-16 | ||
| + | |||
| + | Not enough signal! | ||
| + | |||
| + | |||
| + | |||
| + | * Stacked 2024-05-01 to 2024-05-04 | ||
| + | |||
| + | [[File:LC_op313_2024050104_leaheck.png|600 px]] | ||
Latest revision as of 12:50, 17 May 2024
Contents
General information[edit]
- Name of the source: OP 313
- Brief description of the source:
- Object type : FSRQ
- Redshift (z) : 0.997
- Other relevant information
- RA: 13 10 28.6638 (hh mm ss), Dec: +32 20 43.783 (dd mm ss)
- RA, Dec in deg (ICRS): 197.619432, 32.345495
- Analysis by:
- Irene Jiménez Martínez (MPP - irenejm@mpp.mpg.de or irene.jimenez@cta-consortium.org)
- Lea Heckmann (MPP - heckmann@mpp.mpg.de)
Data-taking information[edit]
- Dates of data-taking:
- Date (time of observation h)
- ZD range (deg): 0 - 16 deg
- AZ range (deg): -64 - 73 deg
- Transmission9km:
- Observations:
- Date (time of observation h)
'2024-05-01': [17220, 17221, 17222, 17223] 0.48 h (after cuts)
- Data quality selection applied on above data sample: only 17221 and 17222 survive the data quality cuts.
- Joint observations with MAGIC? : Yes
- Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_01.pdf
'2024-05-02': [17234, 17235, 17236, 17237] 0.82 h (no cuts)
- Data quality selection applied on above data sample: Data quality selection could not be performed due to problem with run summary. During DL3 analysis an error ocurred for run 17237: Effective area is all zero at [197d37m09.957813s 32d20m43.782834s]. No safe energy band can be defined for the dataset '17237': setting `mask_safe` to all False.
- Joint observations with MAGIC? : No
- Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_02.pdf
'2024-05-04': [17281, 17282, 17283] h (all data cut but still analyzed to have an idea of the significance)
- Data quality selection applied on above data sample: all 3 runs are excluded because of dR/dI rate and intensity threshold. Effective area is all zero at [197d37m09.957813s 32d20m43.782834s]. No safe energy band can be defined for the dataset '17282': setting `mask_safe` to all False.
- Joint observations with MAGIC? : Yes
- Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_04.pdf
'2024-05-07': [17352, 17353, 17354, 17355, 17356] 0.95 h (no cuts)
- Data quality selection applied on above data sample: No data survived the cuts, there were too many clouds. Fast analysis performed with no cuts. Run 17356 has less than 5 minutes of data.
- Joint observations with MAGIC? : No
- Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_07.pdf
'2024-05-15': [17417] 0.2 h (no cuts)
- Data quality selection applied on above data sample: All data survived the cuts
- Joint observations with MAGIC? : No
- Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_15.pdf
'2024-05-16': [17425,17426,17427,17428] 0.9 h (before cuts, 0 after)
- Data quality selection applied on above data sample: All runs excluded by standard cuts because of several reasons (see plot below). Analysis still presented below. But even with noff=1, it says: Found overlapping on/off regions, choose less off regions ReflectedRegionsBackgroundMaker failed. No OFF region found outside exclusion mask for dataset '17426'. ReflectedRegionsBackgroundMaker failed. Setting 17426 mask to False.
- Joint observations with MAGIC? : No
- Information on data-taking (observations summaries): https://www.lst1.iac.es/datacheck/observation_overview/2024/05/run_summary_2024_05_16.pdf
General analysis information[edit]
- source-independent analysis
- lstchain version: v0.10.7 (software school)
- DL1b standard production (v0.10/tailcut84), run-wise merged files in:
/fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17220.h5 /fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17221.h5 /fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17222.h5 /fefs/aswg/data/real/DL1/20240501/v0.10/tailcut84/dl1_LST-1.Run17223.h5
/fefs/aswg/data/real/DL1/20240502/v0.10/tailcut84/dl1_LST-1.Run17234.h5 /fefs/aswg/data/real/DL1/20240502/v0.10/tailcut84/dl1_LST-1.Run17235.h5 /fefs/aswg/data/real/DL1/20240502/v0.10/tailcut84/dl1_LST-1.Run17236.h5 /fefs/aswg/data/real/DL1/20240502/v0.10/tailcut84/dl1_LST-1.Run17237.h5
/fefs/aswg/data/real/DL1/20240504/v0.10/tailcut84/dl1_LST-1.Run17281.h5 /fefs/aswg/data/real/DL1/20240504/v0.10/tailcut84/dl1_LST-1.Run17282.h5 /fefs/aswg/data/real/DL1/20240504/v0.10/tailcut84/dl1_LST-1.Run17283.h5
/fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17352.h5 /fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17353.h5 /fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17354.h5 /fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17355.h5 /fefs/aswg/data/real/DL1/20240507/v0.10/tailcut84/dl1_LST-1.Run17356.h5
/fefs/aswg/data/real/DL1/20240515/v0.10/tailcut84/dl1_LST-1.Run17417.h5
/fefs/aswg/data/real/DL1/20240516/v0.10/tailcut84/dl1_LST-1.Run17425.h5 /fefs/aswg/data/real/DL1/20240516/v0.10/tailcut84/dl1_LST-1.Run17426.h5 /fefs/aswg/data/real/DL1/20240516/v0.10/tailcut84/dl1_LST-1.Run17427.h5 /fefs/aswg/data/real/DL1/20240516/v0.10/tailcut84/dl1_LST-1.Run17428.h5
Monte Carlo information[edit]
Write below the MC production id among the existing MC
- All-sky MC production used: 20240131_allsky_v0.10.5_all_dec_base
- Declination line (training): dec_3476
Random forest[edit]
Path to the models used:
/fefs/aswg/data/models/AllSky/20240131_allsky_v0.10.5_all_dec_base/dec_3476
DL2 data[edit]
Config file:
/fefs/aswg/data/models/AllSky/20240131_allsky_v0.10.5_all_dec_base/dec_3476/lstchain_config_2024-01-31.json
Files in:
/fefs/aswg/workspace/irene.jimenez/FOA/OP313_20240501_data/DL2
/fefs/aswg/workspace/irene.jimenez/FOA/OP313_20240502_data/DL2
/fefs/aswg/workspace/lea.heckmann/FOA/OP313_20240504/DL2
/fefs/aswg/workspace/irene.jimenez/FOA/OP313_20240507_data/DL2
/fefs/aswg/workspace/lea.heckmann/FOA/OP313_20240515/DL2
/fefs/aswg/workspace/lea.heckmann/FOA/OP313_20240516/DL2
DL3 data & IRF[edit]
"EventSelector": {
"filters": {
"intensity": [50, Infinity],
"width": [0, Infinity],
"length": [0, Infinity],
"r": [0, 1],
"wl": [0.01, 1],
"leakage_intensity_width_2": [0, 1],
"event_type": [32, 32]
}
},
"DL3Cuts": {
"min_event_p_en_bin": 100,
"min_gh_cut": 0.1,
"max_gh_cut": 0.98,
"min_theta_cut": 0.1,
"max_theta_cut": 0.32,
"fill_theta_cut": 0.32,
"allowed_tels": [1]
},
- 70 % efficiency for both gammaness and theta gamma-ray selection cuts
- Point-like IRF
High-level analysis[edit]
- Gammapy 1.1
- 1D analysis (point-like IRF)
Analysis Results[edit]
Theta2 plot[edit]
Settings:
- Theta2 cut for signal extraction: 0.04 deg2
- Normalization range: 0.1 - 0.4 deg2
- Number of off positions: 3
- Energy range: 100 GeV - 10 TeV
Daily results[edit]
- 2024-05-01
- 2024-05-02
- 2024-05-04
- 2024-05-07
- 2024-05-15
- 2024-05-16
Stacked observations[edit]
- 2024-05-01 to 2024-05-04
Significance and Excess sky maps[edit]
Spectral results[edit]
- 2024-05-01
Spectral parameters: PL+EBL(dominguez)
type name value unit error min max frozen is_norm link -------- ---------- ---------- -------------- --------- --------- --- ------ ------- ---- spectral index 1.9394e+00 7.889e-01 nan nan False False spectral amplitude 9.2076e-09 TeV-1 s-1 cm-2 2.605e-09 nan nan False True spectral reference 1.0000e-01 TeV 0.000e+00 nan nan True False spectral alpha_norm 1.0000e+00 0.000e+00 nan nan True False spectral redshift 9.9700e-01 0.000e+00 nan nan True False
Integral flux E > 100 GeV: 1.3565e-10 s-1 cm-2
- 2024-05-02
Spectral parameters: PL+EBL(dominguez)
type name value unit error min max frozen is_norm link -------- ---------- ---------- -------------- --------- --------- --- ------ ------- ---- spectral index 3.9883e+00 1.507e+00 nan nan False False spectral amplitude 2.8111e-09 TeV-1 s-1 cm-2 3.443e-09 nan nan False True spectral reference 1.0000e-01 TeV 0.000e+00 nan nan True False spectral alpha_norm 1.0000e+00 0.000e+00 nan nan True False spectral redshift 9.9700e-01 0.000e+00 nan nan True False
Integral flux E > 100 GeV: 2.7110e-11 s-1 cm-2
- 2024-05-04
Spectral parameters: PL+EBL(dominguez)
type name value unit error min max frozen is_norm link -------- ---------- ---------- -------------- ----------- --------- --- ------ ------- ---- spectral index 3.6192 1.4352 nan nan False False spectral amplitude 2.18903-09 TeV-1 s-1 cm-2 3.94539e-09 nan nan False True spectral reference 1.0000e-01 TeV 0.000e+00 nan nan True False spectral alpha_norm 1.0000e+00 0.000e+00 nan nan True False spectral redshift 9.9700e-01 0.000e+00 nan nan True False
Integral flux E > 100 GeV: XXe-11 s-1 cm-2
- Stacked 2024-05-01 to 2024-05-04
Spectral parameters: PL+EBL(dominguez)
type name value unit error min max frozen is_norm link -------- ---------- ---------- -------------- --------- --------- --- ------ ------- ---- spectral index 2.3038e+00 4.329e-01 nan nan False False spectral amplitude 5.7638e-09 TeV-1 s-1 cm-2 1.572e-09 nan nan False True spectral reference 1.0000e-01 TeV 0.000e+00 nan nan True False spectral alpha_norm 1.0000e+00 0.000e+00 nan nan True False spectral redshift 9.9700e-01 0.000e+00 nan nan True False
Integral flux E > 100 GeV: 7.7934464e-11 s-1 cm-2
- 2024-05-07
Not enough signal!
- 2024-05-15
Not enough signal!
- 2024-05-16
Not enough signal!
Light curve[edit]
- 2024-05-01
- 2024-05-02
- 2024-05-04
- 2024-05-07
Not enough signal!
- 2024-05-15
Not enough signal!
- 2024-05-16
Not enough signal!
- Stacked 2024-05-01 to 2024-05-04
