Difference between revisions of "The LFI DPC"
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<span id="overview" style="font-size:200%">'''Overview'''</span> | <span id="overview" style="font-size:200%">'''Overview'''</span> | ||
| − | + | LFI DPC processing is organized into several different levels, numbered 1 to 4 and S. In brief, Level 1 has the purpose of analyzing the data received from the satellite on a daily basis, transforming the telemetry packets into timelines containing engineering values and feeding the results to the DPC database. Level 2 uses the output of Level1, transforming raw TOI into calibrated timelines with all the known systematic effects removed; those timelines are then used in the mapmaking process to create all desired map combinations. Level 3 uses the Level 2 output of both HFI and LFI DPCs to derive astrophysical results like source catalogues, CMB maps, foreground maps, etc. Level S is the common simulation pipeline used to validate the results and any algorithm before its introduction into the official pipeline. Finally Level 4 merely acts to reformat, document and deliver the products to the final archive (PLA). | |
| − | |||
| − | + | <span id="overview" style="font-size:150%">'''From packets to TOI '''</span> | |
| − | |||
| − | + | Level 1 takes input from the MOC’s Data Distribution System (DDS), decompresses the raw data, and outputs Time Ordered Information for Level 2. The inputs to Level 1 are the telemetry (TM) and auxiliary data as they are released by the MOC (Mission Operation Centre). Level 1 uses TM data for performing a routine analysis of the S/C and P/L | |
| + | with the aim of monitoring the overall health of the payload and detecting possible anomalies. Level 1 also includes a quick-look analysis of the science TM to monitor the operation of the observation plan and to verify the behavior of the instrument. Additional tasks of Level 1 relate to its role of instrument control and as the DPC interface with the MOC. Level-1 processing is described in detail in the Pre-processing section. | ||
| − | |||
| − | |||
| − | + | <span id="overview" style="font-size:150%">'''Level 2: From TOI to Maps'''</span> | |
| − | |||
| − | Level | + | The DPC Level 2 has many tasks. The first one is the creation of differenced data. Level 1 stores measurements made from both the sky and the 4K reference load. These two have to be properly combined to produce differenced data, greatly reducing the impact of 1/f noise. This is done via the computation of the so-called gain modulation factor “R” which is derived taking the ratio of the mean signals from both sky and load. After differenced data are produced, the next step is the removal of known systematic effects followed by photometric calibration, where ‘calibrated’ means essentially that the TOD are in physical units instead of engineering units. The next major task is the production of frequency maps calibrated and free from systematic effects (which is a complex task and involves several sub-pipelines). Level 2 processing is described in detail in the [[TOI processing_LFI|TOI processing]] section. |
| − | <span style="font-size:150%">''' | + | |
| − | The | + | <span id="overview" style="font-size:150%">'''Level 3: From Maps to Component'''</span> |
| + | |||
| + | The aim of Level 3 is to transform the frequency maps produced by both instruments into preliminary maps of the underlying astrophysical components, including the CMB, by means of pipeline processing, as well as to provide other data sets including catalogues of astrophysical sources (compact source lists, extended source maps and catalogues, description of global or statistical properties, etc …). Data from both HFI and LFI are analyzed jointly to reach the final expected results. Level-3 processing is described in detail in the [[L3_LFI|Power Spectra]] and [[HFI/LFI joint data processing|HFI/LFI joint data processing]] section. | ||
| + | |||
| + | |||
| + | <span id="overview" style="font-size:150%">'''Level S : A common HFI/LFI simulation software'''</span> | ||
| − | |||
| − | The description of the pipeline applied to the '' | + | Level S is the so-called "Simulation Level" software suite common to both consortia, which, given a sky model (generated by the Planck sky model, <tt>PSM</tt>), detector pointing and beams, generates a model of the sky and hence of the power reaching each detector. It can also provide a simplified description of quantities such as the noise. It is further described in the [[HFI/LFI joint data processing|HFI/LFI joint data processing]]. |
| − | + | ||
| + | |||
| + | <span id="overview" style="font-size:150%">'''LFI DPC Infrastructures'''</span> | ||
| + | |||
| + | The LFI DPC provides a centralized hardware and software infrastructure to a large number of geographically distributed institutions participating to the Planck mission. Briefly, the data are interfaced to a database where only meta-information is stored. This allows very high flexibility to eventually modify the product to be delivered | ||
| + | |||
| + | |||
| + | <span id="overview" style="font-size:150%">'''Published Paper'''</span> | ||
| + | |||
| + | The description of the pipeline applied to the ''Early Planck results'' can be found in {{PlanckPapers|planck2013-p02b}}, and instrument performances are reported in {{PlanckPapers|planck2013-p02a}}. | ||
| + | |||
| + | The description of the pipeline applied to the ''2015 Planck release'' can be found in {{PlanckPapers|planck2014-a03||Planck-2015-A03}}, systematic effects are detailed in {{PlanckPapers|planck2014-a04||Planck-2015-A04}}, beams and window functions in {{PlanckPapers|planck2014-a05||Planck-2015-A05}} and calibration in {{PlanckPapers|planck2014-a06||Planck-2015-A06}}. Finally the LFI map making is described in {{PlanckPapers|planck2014-a07||Planck-2015-A07}}. | ||
| + | |||
| + | ==References== | ||
| + | <references /> | ||
| − | [[Category: | + | [[Category:LFI data processing|000]] |
Latest revision as of 20:27, 4 February 2015
Overview
LFI DPC processing is organized into several different levels, numbered 1 to 4 and S. In brief, Level 1 has the purpose of analyzing the data received from the satellite on a daily basis, transforming the telemetry packets into timelines containing engineering values and feeding the results to the DPC database. Level 2 uses the output of Level1, transforming raw TOI into calibrated timelines with all the known systematic effects removed; those timelines are then used in the mapmaking process to create all desired map combinations. Level 3 uses the Level 2 output of both HFI and LFI DPCs to derive astrophysical results like source catalogues, CMB maps, foreground maps, etc. Level S is the common simulation pipeline used to validate the results and any algorithm before its introduction into the official pipeline. Finally Level 4 merely acts to reformat, document and deliver the products to the final archive (PLA).
From packets to TOI
Level 1 takes input from the MOC’s Data Distribution System (DDS), decompresses the raw data, and outputs Time Ordered Information for Level 2. The inputs to Level 1 are the telemetry (TM) and auxiliary data as they are released by the MOC (Mission Operation Centre). Level 1 uses TM data for performing a routine analysis of the S/C and P/L with the aim of monitoring the overall health of the payload and detecting possible anomalies. Level 1 also includes a quick-look analysis of the science TM to monitor the operation of the observation plan and to verify the behavior of the instrument. Additional tasks of Level 1 relate to its role of instrument control and as the DPC interface with the MOC. Level-1 processing is described in detail in the Pre-processing section.
Level 2: From TOI to Maps
The DPC Level 2 has many tasks. The first one is the creation of differenced data. Level 1 stores measurements made from both the sky and the 4K reference load. These two have to be properly combined to produce differenced data, greatly reducing the impact of 1/f noise. This is done via the computation of the so-called gain modulation factor “R” which is derived taking the ratio of the mean signals from both sky and load. After differenced data are produced, the next step is the removal of known systematic effects followed by photometric calibration, where ‘calibrated’ means essentially that the TOD are in physical units instead of engineering units. The next major task is the production of frequency maps calibrated and free from systematic effects (which is a complex task and involves several sub-pipelines). Level 2 processing is described in detail in the TOI processing section.
Level 3: From Maps to Component
The aim of Level 3 is to transform the frequency maps produced by both instruments into preliminary maps of the underlying astrophysical components, including the CMB, by means of pipeline processing, as well as to provide other data sets including catalogues of astrophysical sources (compact source lists, extended source maps and catalogues, description of global or statistical properties, etc …). Data from both HFI and LFI are analyzed jointly to reach the final expected results. Level-3 processing is described in detail in the Power Spectra and HFI/LFI joint data processing section.
Level S : A common HFI/LFI simulation software
Level S is the so-called "Simulation Level" software suite common to both consortia, which, given a sky model (generated by the Planck sky model, PSM), detector pointing and beams, generates a model of the sky and hence of the power reaching each detector. It can also provide a simplified description of quantities such as the noise. It is further described in the HFI/LFI joint data processing.
LFI DPC Infrastructures
The LFI DPC provides a centralized hardware and software infrastructure to a large number of geographically distributed institutions participating to the Planck mission. Briefly, the data are interfaced to a database where only meta-information is stored. This allows very high flexibility to eventually modify the product to be delivered
Published Paper
The description of the pipeline applied to the Early Planck results can be found in Planck-2013-V[1], and instrument performances are reported in Planck-2013-III[2].
The description of the pipeline applied to the 2015 Planck release can be found in Planck-2015-A03[3], systematic effects are detailed in Planck-2015-A04[4], beams and window functions in Planck-2015-A05[5] and calibration in Planck-2015-A06[6]. Finally the LFI map making is described in Planck-2015-A07[7].
References[edit]
- ↑ Planck 2013 results. V. LFI Calibration, Planck Collaboration, 2014, A&A, 571, A5
- ↑ Planck 2013 results. III. Low Frequency Instrument systematic uncertainties, Planck Collaboration, 2014, A&A, 571, A3
- ↑ Planck 2015 results. II. LFI processing, Planck Collaboration, 2016, A&A, 594, A2.
- ↑ Planck 2015 results. III. LFI systematics, Planck Collaboration, 2016, A&A, 594, A3.
- ↑ Planck 2015 results. IV. LFI beams and window functions, Planck Collaboration, 2016, A&A, 594, A4.
- ↑ Planck 2015 results. V. LFI calibration, Planck Collaboration, 2016, A&A, 594, A5.
- ↑ Planck 2015 results. VI. LFI mapmaking, Planck Collaboration, 2016, A&A, 594, A6.
(Planck) Low Frequency Instrument
Data Processing Center
(Planck) High Frequency Instrument
Cosmic Microwave background
Planck Legacy Archive
[ESA's] Mission Operation Center [Darmstadt, Germany]
MOC's Data Distribution System
Spacecraft
Payload
[LFI meaning]: absolute calibration refers to the 0th order calibration for each channel, 1 single number, while the relative calibration refers to the component of the calibration that varies pointing period by pointing period.
Planck Sky Model
