Functional analysis (CU6)
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1 Functional analysis (CU6) CU:inputResults(1:n+1) C1 Auxiliary data: e.g. atomic data, C2 template, CC-mask C3 Archived processed spectroscopic data: CC-peaks, extr. spectra (> 6 months old) Mark Cropper Celine DelleLuche Claude Huc David Katz Anne Jean-Antoine Thierry Levoir Michel Nonon-Latapie Frédéric Thévenin Extraction SGIS loop Spectra of stars V < 12 I1 IDT&CU6/raw(n,n+1) A21 Extracted raw or calibrated (TBD) cleaned spectra V<12 Spectra of stars V < 17.5 Single-transit analysis SGIS loop A22 Vr & v sin i Calibration SGIS loop RVS calibrations A23 Extracted calibrated cleaned spectra V < see table 2 Extraction A24 Extracted calibrated cleaned spectra V<15 Single-transit analysis A25 CC-peaks last 6 months Archived CC-peaks Archived extracted calibrated cleaned spectra Multi-transits processed data analysis A26 CU6/OutputResults(n+1) Multi-transit s spectra analysis A27
2 Functional Analysis of Gaia General purpose : overview of the data reduction chain flow and time sequence AuxAs ExpHLM C1 Aux C2 Classification QSOs Developed with the SADT tool IdElemObs I3 ElemAs do astrometry FAPAA AuxPh AuxSp Vr(n+1 iteration) OBoardCalUpdates First one developed in 2005 cover all CUs with more or less complexities : published on livelink GAIA-C1-TN-OCA- FT (First version Mostly developed around CU6 and CU8 activities) A31 P. 5 AvSp, detailed abundances ElemPh:BBP+MBP do photometry A32 P. 7 AtmosParamPh, mag, class Vsini do spectrometry SNR & parts of sp useful TelVariable I2 TelSolObj I4 TelMultiObj I1 ElemSp Astrometry Photometry Spectrometry Auxiliary data A33 P. 11 Vr, Vsini, rest frame spectra, AtmosParamSp do global parametrization A34 P. 13 O2 ScResults Abund, variability, masses,... A new version in preparation for CU4, CU6 and CU8
3 Context diagram : to define the environment Functional Analysis CU6 Gaia Analysis Consortium A-04 FLookResu Univers A07 Photons OnBoardUpdates Gaia A06 other suppliers (tbd) A-05 Aux ExpHLM OBoardCalUpdates TelBrut MOC (ESAC) A-01 Tel Gaia data reduction system A0 P. 2 ScResults Gaia catalogs A-02 ScAlerts Observatories A-03
4 Has to be organized with a chronogram Base epoch 0,1 A-01 Reduction AGIS(1) mag(1) First Look Vr(1) IDT/(0) epoch 1 A0 Vr(1) Results(1) P. 2 Class Var results epoch 1 A-02 AGIS(n+1) mag(n+1) Base epoch 0,n+1 A06 Base epoch 0,n+1 A04 Results(n) Reduction epoch n+1 & End of DP A03 First Look Vr(N+1) Vr(n+1) Spectra(n+1) IDT/(n+1) IDT/(0,n) Class CU4 P. 3 results Var epoch n+1 A05
5 What we have to do? To extract from raw data the spectra To clean the spectra To calibrate the RVS and the spectra To derive a Vr and eventually Vrot
6 The input list per object (with their uncertainties and quality flags) Astrometric parameters (CU3) RA and dec, proper motion for SolSYsObj Photometric parameter (CU5) magnitudes at the time of observation: from IDT CU3 or could be processed by CU5, variability from CU5/7 Classification parameters with their probabilities (CU8) param for selection of template (Teff, logg, Z) object class: solsysobj,qso, single star, binary, extended object etc. CU6 parameters-library inputs previous RVS data (internal CU6), synth data, cross-corelation masks, external standards (RV, spectro-photometric) CU6 inputs internal to CU6: what does it means?
7 CU6 inputs internal to CU6: what does it means? Daily processing: 1. spectroscopic processing raw data 2. IDT/ associated with spectro like sky mapper data daily transfer, and CU6 list as above, most recent calibration files Half-yearly processing: same Post mission end of processing: same
8 CU6 output Daily : updated calibration (instrumental) updated star calibrators new spectra faint star sanity radial and rotational velocities diagnostics calibration trends, triggers, alerts (from sanity) Half-yearly: update the stars calibrator status Post mission end processing: update the stars calibrator status
9 Traitments Multi-transit Analysis 1. Process data coming from the single transit: crosscorrelation products. Skew processing? 2. Multi transit spectral data analysis works on the individual spectra which could be shifted in wavelength space before co-adding.
10 Traitments Calibration/SGIS In daily calibrations, the model is updated. The SGIS occurs in a loop of 6 months?, the calibration of the parameters from the instrument are re-derived by refining both the calibration applied to the calibration of the star observations (reanalysis of the observations) and the model at the same time, iteration. (doc: GEPI/Gaia-RVS/TN/018.01) Size of the sample used by SGIS: affect the frequency of the re-run of the SGIS (Time between to consecutive SGIS run? In order to correct model for significant systematic effects)
11 Proposed chronogram for CU6 and related flows Periods of 6 months Daily and half yearly data treatment Relation with CU4, 7, 8 (tbd)
12 Has to be organized with a chronogram Base epoch 0,1 A-01 Reduction AGIS(1) mag(1) First Look Vr(1) IDT/(0) epoch 1 A0 Vr(1) Results(1) P. 2 Class Var results epoch 1 A-02 AGIS(n+1) mag(n+1) Base epoch 0,n+1 A06 Base epoch 0,n+1 A04 Results(n) Reduction epoch n+1 & End of DP A03 First Look Vr(N+1) Vr(n+1) Spectra(n+1) IDT/(n+1) IDT/(0,n) Class CU4 P. 3 results Var epoch n+1 A05
13 Relations with other CUs Functional Analysis CU6 epoch 1 I1 IDT/(0) AGIS epoch 1: 0 month - 7 months AGIS(1) A1 CU5 mag(1) O2 A2 CU6 A3 First Look Vr(1) O3 Vr(1) O4 CU8 Class O5 A4 CU4 A5 CU7 Var O6 A6
14 I2 IDT/(0,n) Class(n) Var(n) AGIS(n) CU3 A1 CU5 7 months - 13 months AGIS(n+1) mag(n+1) O2 I3 IDT/(n+1) A2 First Look Vr(N+1) O3 Class(n),AGIS(n) CU6 Vr(n+1) O4 A3 I1 Results(n) CU8 Spectra(n+1) O5 mag(n) mag(n) AGIS(n) Class(n) A4 CU4 Class CU4 O6 O7 A5 CU7 Var O8 A6
15 The case of CU6 Base: raw&idt AGIS(1) CU5/mag(1) CU4/SolObj(1) epoch 1 A-01 IDT/AGIS(1) CU5(1) CU6/raw(1) CU4SolObj(1) Reduction epoch 1 A0 P. 2 CU8/Class(1) CU7/Var(1) CU6/First Look Vr(1) CU6/Vr(1) results epoch 1 A-02 Results(n) RVScienceAlert Base raw&idt epoch 1 to End of Mission results 1 to end of mission CU:inputResults(1:n+1) IDT&CU6/raw(n+1) IDT&CU6/raw(1:end) epoch n+1 & Post Mission End Processing A03 P. 3 RV/SanityResults CU6/OutputResults(n+1) results A04 CU6/OutputResultsPMEP A05
16 epoch n+1: n*6 months - (n+1)6 months I2 IDT&CU6/raw(n+1) SpectroRaw(n+1) CU/InputResultsforCU6 1:n CU6 Daily processing n+1 A1 P. 4 IDT/ associated with the spectro data e.g. sky-mappers data (daily transfer) RV/SanityResults O2 CU6/OutputResults(n+1) I1 CU:inputResults(1:n+1) RVScienceAlert O3 I3 IDT&CU6/raw(n,n+1) CU6 Half-yearly processing n+1 A2 P. 8 I4 IDT&CU6/raw(1:end) CU6 Post mission end processing A3 CU6/OutputResultsPMEP O4
17 epoch n+1: daily processing epoch n+1: n*6 months - (n+1)6 months I2 IDT&CU6/raw(n+1) SpectroRaw(n+1) CU/InputResultsforCU6 1:n CU6 Daily processing n+1 A1 P. 4 IDT/ associated with the spectro data e.g. sky-mappers data (daily transfer) RV/SanityResults O2 CU6/OutputResults(n+1) I1 CU:inputResults(1:n+1) RVScienceAlert O3 I3 IDT&CU6/raw(n,n+1) CU6 Half-yearly processing n+1 A2 P. 8 I4 IDT&CU6/raw(1:end) CU6 Post mission end processing A3 CU6/OutputResultsPMEP O4
18 Epoch n+1: daily processing IDT/ associated with the spectro data e.g. sky-mappers data (daily transfer) C2 CU/InputResultsforCU6 1:n C1 RVS characteristics: C3 last validated calibration data C4 Auxiliary data: e.g. atomic data, template, CC-mask SpectroRaw(n+1) I1 Extraction Vr Local & Vr barycentric v sin i SpectraRestFrame CU6/OutputResults(n+1) O3 A11 P. 5 Single-transit analysis RV/SanityResults SpectroRaw of stars V < 12 A12 P. 6 Calibration Calibrated (TBD) Cleaned Normalised spectra V<12 A13 P. 7 RVS calibration Extraction RVScienceAlert O2 SpectroRaw of stars V < 17.5 A14 Extracted calibrated cleaned spectra 15<V<17.5 Faint stars sanity check A15 Single-transit analysis Extracted calibrated cleaned spectra V<15 A16
19 Epoch n+1: daily processing EXTRACTION CU/InputResultsforCU6 1:n C2 IDT/ associated with the spectro data e.g. sky-mappers data (daily transfer) C1 C3 C3 C4 C4 Cut out spectra A111 Model background BackgroundFlux Calibrated (TBD) Cleaned Normalised spectra V<12 A113 I1 SpectroRaw of stars V < 12 Clean spectra CalibratedSpectra extracted Spectra A114 Apply calibration A112 NormalisedSpectra CleanedSpectra Normalise spectra A115
20 Epoch n+1: daily processing SINGLE TRANSIT Calibrated (TBD) Cleaned Normalised spectra V<12 I1 CoarseCharacterisation Coarse Characterization of the Sources A125 Derive radial velocities for single line systems and identify multiple line system A121 CU/InputResultsforCU6 C1 1:n Analysis of multiple line system A122 C4 C2 RadialVelocityOfNewMultipleSystem SpectraOfNewlyIdentified MultipleLineSystem IdentNewMultipleSystem Vr Local & Vr barycentric v sin i SpectraRestFrame SpectraOfMultipleLineSystem Detailed First Look2 A123 RV/SanityResults O3 SpectraOfSingleLine system Science Alerte A124 RVScienceAlert O2
21 Epoch n+1: daily processing CALIBRATION Vr Local & Vr barycentric v sin i SpectraRestFrame C1 IDT/ associated with the spectro data e.g. sky-mappers data (daily transfer) C2 CU/InputResultsforCU6 1:n C4 C3 C3 C4 C5 Update Calibration at CCD level A131 I1 Calibrated (TBD) Cleaned Normalised spectra V<12 Select Stars for use in Calibration A132 Updated List of calibration stars Update Model for Calibration A133 Updated Model Calibration RVS calibration
22 epoch n+1: n*6 months - (n+1)6 months I2 IDT&CU6/raw(n+1) SpectroRaw(n+1) CU/InputResultsforCU6 1:n CU6 Daily processing n+1 A1 P. 4 IDT/ associated with the spectro data e.g. sky-mappers data (daily transfer) RV/SanityResults O2 CU6/OutputResults(n+1) I1 CU:inputResults(1:n+1) RVScienceAlert O3 I3 IDT&CU6/raw(n,n+1) CU6 Half-yearly processing n+1 A2 P. 8 I4 IDT&CU6/raw(1:end) CU6 Post mission end processing A3 CU6/OutputResultsPMEP O4
23 Half yearly processing CU:inputResults(1:n+1) C1 Auxiliary data: e.g. atomic data, C2 template, CC-mask C3 Archived processed spectroscopic data: CC-peaks, extr. spectra (> 6 months old) Extraction SGIS loop Spectra of stars V < 12 A21 Single-transit analysis SGIS loop A22 Vr & v sin i Calibration SGIS loop RVS calibrations Archived extracted calibrated cleaned spectra Extracted raw or calibrated (TBD) cleaned spectra V<12 A23 Extraction CU6/OutputResults(n+1) I1 IDT&CU6/raw(n,n+1) A24 Single-transit analysis Spectra of stars V < 17.5 Extracted calibrated cleaned spectra V<15 Extracted calibrated cleaned spectra V < see table 2 A25 CC-peaks last 6 months Archived CC-peaks Multi-transits processed data analysis A26 Multi-transit s spectra analysis A27
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