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Calibration with CASA Masaaki Hiramatsu 平平平平 (ASIAA/NTHU) ALMA User Workshop, Feb 8-10, 2010

Calibration with CASA Masaaki Hiramatsu 平松正顕 (ASIAA/NTHU) ALMA User Workshop, Feb 8-10, 2010

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Calibration with CASA

Masaaki Hiramatsu平松正顕

(ASIAA/NTHU)

ALMA User Workshop, Feb 8-10, 2010

Outline

• Calibration: Why and How?– Visibility and Gain– Calibrators

• Step-by-step instructions – With a sample data taken with VLA

ALMA User Workshop, Feb 8-10, 2010

Interferometer Observation

• With interferometers, we measure– Position & distribution of emission– Flux– Spectra

ALMA User Workshop, Feb 8-10, 2010

Why do we need calibration?

• Visibility:• In ideal case,

• But, in reality,

Need another term “G” (gain) to compensate the atmospheric/instrumental effects.

• “Calibration” is a process to derive this “G” and recover the true visibility.

ALMA User Workshop, Feb 8-10, 2010

Why do we need calibration?

• Atmosphere is not perfectly transparent.– Absorption (mostly by H2O/O2 )

– Time variation of water vapor: phase variation

• Instruments are not always perfect.– Telescope pointing error:

time-dependent amplitude variation – System does not have a flat frequency response.

frequency-dependent response

ALMA User Workshop, Feb 8-10, 2010

Observations of Calibrators

• Primary calibrator:• Bright point source (or known structure) with known flux• Planets, satellites, quasars (in cm-wave)…

• Bandpass calibrator:• Bright source with flat spectrum in desired frequency range• Quasar, planets, satellites, etc…

• Gain calibrator:• Bright point source near your target source• Flux should not change during your observations.• Quasar, etc…

ALMA User Workshop, Feb 8-10, 2010

Observations of Calibrators

ALMA User Workshop, Feb 8-10, 2010

time

fluxPrimary Cal.

Gain Cal.

target

Channel/frequency

flux

Calibration with CASA

ALMA User Workshop, Feb 8-10, 2010

setjy

bandpass

gaincal

fluxscale

applycal

Import data to CASA

Imaging with CASA

flagdata

Set the flux of the primary calibrator

Flag the bad data points

Calibrate frequency-dependent response of the system

Calibrate the time-dependent antenna gain

Calibrate the flux of gain cal. based on primary cal.

Apply the calibration to the (target) data

Sample data

• A galaxy NGC5921 observed with VLA– HI line (1.4 GHz)– 1 spectrum window (24.1 kHz resolution, 63channels)

• Primary/Bandpass calibrator– J1331+305 (quasar)

• Gain calibrator– J1445+099 (quasar)

ALMA User Workshop, Feb 8-10, 2010

Adam Block/NOAO/AURA/NSF

Sample observations

• You can get the information about the data withCASA> listobs()

Primary Cal.Gain Cal.Target

Primary Cal.(1331+305)

Gain Cal.(1445+099)

Target (NGC5921)

Calibration with CASA

ALMA User Workshop, Feb 8-10, 2010

setjy

bandpass

gaincal

fluxscale

applycal

Import data to CASA

Imaging with CASA

flagdata

Set the flux of the primary calibrator

Flag the bad data points

Calibrate frequency-dependent response of the system

Calibrate the time-dependent antenna gain

Calibrate the flux of gain cal. based on primary cal.

Apply the calibration to the (target) data

setjy

• Set the flux of the primary flux calibrator(s)• When the calibrator is a point source, input the flux

value, if known.– CASA has a list of the flux of some

calibrators. CASA automatically setsthe flux for these sources.

– If the calibrators are not listed butthe flux is known, then input the flux value.

• When the calibrator is a resolved source, input a source model.

ALMA User Workshop, Feb 8-10, 2010

setjy

ALMA User Workshop, Feb 8-10, 2010

In the LOG window,

Flux of 1331+305: 14.76 Jy

Primary calibrator

Calibration with CASA

ALMA User Workshop, Feb 8-10, 2010

setjy

bandpass

gaincal

fluxscale

applycal

Import data to CASA

Imaging with CASA

flagdata

Set the flux of the primary calibrator

Flag the bad data points

Calibrate frequency-dependent response of the system

Calibrate the time-dependent antenna gain

Calibrate the flux of gain cal. based on primary cal.

Apply the calibration to the (target) data

bandpass

• Calibrate the frequency-dependent response• Bandpass calibrator should have a flat spectrum in

certain (desired) frequency range.• Bandpass calibration table is generated.

ALMA User Workshop, Feb 8-10, 2010

bandpass

ALMA User Workshop, Feb 8-10, 2010

Field 0=1331+305

Average the whole integration

All spectrum window

Calibration with CASA

ALMA User Workshop, Feb 8-10, 2010

setjy

bandpass

gaincal

fluxscale

applycal

Import data to CASA

Imaging with CASA

flagdata

Set the flux of the primary calibrator

Flag the bad data points

Calibrate frequency-dependent response of the system

Calibrate the time-dependent antenna gain

Calibrate the flux of gain cal. based on primary cal.

Apply the calibration to the (target) data

gaincal

• Calibrate the time-dependent amplitude/phase • Gain calibrator should be observed periodically

(depends on the weather & frequency) during the observation run.

• Gain calibration table is generated.

ALMA User Workshop, Feb 8-10, 2010

gaincal

ALMA User Workshop, Feb 8-10, 2010

Field 0,1Exclude edge channels

Use bandpass results

Calibration with CASA

ALMA User Workshop, Feb 8-10, 2010

setjy

bandpass

gaincal

fluxscale

applycal

Import data to CASA

Imaging with CASA

flagdata

Set the flux of the primary calibrator

Flag the bad data points

Calibrate frequency-dependent response of the system

Calibrate the time-dependent antenna gain

Calibrate the flux of gain cal. based on primary cal.

Apply the calibration to the (target) data

fluxscale

• Since the gain calibrator has unknown flux, CASA assumed the flux is 1Jy.

• “fluxscale” rescales the gain solutions and derives flux density of gain calibrator, based on the flux of the primary calibrator (remember “setjy”).

ALMA User Workshop, Feb 8-10, 2010

Calibration with CASA

ALMA User Workshop, Feb 8-10, 2010

setjy

bandpass

gaincal

fluxscale

applycal

Import data to CASA

Imaging with CASA

flagdata

Set the flux of the primary calibrator

Flag the bad data points

Calibrate frequency-dependent response of the system

Calibrate the time-dependent antenna gain

Calibrate the flux of gain cal. based on primary cal.

Apply the calibration results to the target

applycal

• Apply the calibration (gain/bandpass) tables to data.– Transfer between fields, interpolation

• CORRECTED_DATA column will be created. The original DATA column is untouched.

ALMA User Workshop, Feb 8-10, 2010

Use bandpass/gaincal results

Bandpass result

ALMA User Workshop, Feb 8-10, 2010

Gaincal result

ALMA User Workshop, Feb 8-10, 2010

Calibration with CASA

ALMA User Workshop, Feb 8-10, 2010

setjy

bandpass

gaincal

fluxscale

applycal

Import data to CASA

Imaging with CASA

flagdata

Set the flux of the primary calibrator

Flag the bad data points

Calibrate frequency-dependent response of the system

Calibrate the time-dependent antenna gain

Calibrate the flux of gain cal. based on primary cal.

Apply the calibration to the (target) data

Calibration with CASA

ALMA User Workshop, Feb 8-10, 2010

setjy

bandpass

gaincal

fluxscale

applycal

Import data to CASA

Imaging with CASA

flagdata

Set the flux of the primary calibrator

Flag the bad data points

Calibrate frequency-dependent response of the system

Calibrate the time-dependent antenna gain

Calibrate the flux of gain cal. based on primary cal.

Apply the calibration to the (target) data

If you want to know more..

• More detailed information about parameters is available in– CASA Help (> help taskname)– CASA cookbook (500pages..)

ALMA User Workshop, Feb 8-10, 2010