Data Combination: Interferometry and Single-dish Imaging in Radio Astronomy
arXiv:2303.02177 · doi:10.1088/1538-3873/acb9bd
Abstract
Modern interferometers routinely provide radio-astronomical images down to subarcsecond resolution. However, interferometers filter out spatial scales larger than those sampled by the shortest baselines, which affects the measurement of both spatial and spectral features. Complementary single-dish data are vital for recovering the true flux distribution of spatially resolved astronomical sources with such extended emission. In this work, we provide an overview of the prominent available methods to combine single-dish and interferometric observations. We test each of these methods in the framework of the CASA data analysis software package on both synthetic continuum and observed spectral data sets. We develop a set of new assessment tools that are generally applicable to all radio-astronomical cases of data combination. Applying these new assessment diagnostics, we evaluate the methods' performance and demonstrate the significant improvement of the combined results in comparison to purely interferometric reductions. We provide combination and assessment scripts as add-on material. Our results highlight the advantage of using data combination to ensure high-quality science images of spatially resolved objects.
arXiv comment29 pages, 20 figures. Accepted for publication in PASP. Code repository available at: github.com/teuben/DataComb
References in corpus (34)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- Astropy: A Community Python Package for Astronomy
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- CASA, the Common Astronomy Software Applications for Radio Astronomy
- WSClean: an implementation of a fast, generic wide-field imager for radio astronomy
- A multi-scale multi-frequency deconvolution algorithm for synthesis imaging in radio interferometry
- Multi-Scale CLEAN deconvolution of radio synthesis images
- Global collapse of molecular clouds as a formation mechanism for the most massive stars
- An ALMA study of the Orion Integral Filament: I. Evidence for narrow fibers in a massive cloud
- The Plateau de Bure + 30m Arcsecond Whirlpool Survey reveals a thick disk of diffuse molecular gas in the M51 galaxy
- The Galactic Center Molecular Cloud Survey. I. A Steep Linewidth-Size Relation & Suppression of Star Formation
- PURIFY: a new approach to radio-interferometric imaging
- CARMA observations of protostellar outflows in NGC 1333
- Gravity drives the evolution of infrared dark hubs: JVLA observations of SDC13
- AUTO-MULTITHRESH: A General Purpose Automasking Algorithm
- The CARMA-NRO Orion Survey
- EVLA Observations of the Barnard 5 Star-Forming Core: Embedded Filaments Revealed
- CO(1-0) imaging of M51 with CARMA and NRO45
- The HI/OH/Recombination line survey of the inner Milky Way (THOR): data release 2 and HI overview
- Comparison of classical and Bayesian imaging in radio interferometry
- Assessing molecular outflows and turbulence in the protostellar cluster Serpens South
- The reliability of observational measurements of column density probability distribution functions
- GASKAP-HI Pilot Survey Science I: ASKAP Zoom Observations of HI Emission in the Small Magellanic Cloud
- Physical Conditions of the Earliest Phases of Massive Star Formation: Single-Dish and Interferometric Observations of Ammonia and CCS in Infrared Dark Clouds
- Fourier Plane Image Combination by Feathering
- Revisiting the theory of interferometric wide-field synthesis
- Total Power Map to Visibilities (TP2VIS): Joint Deconvolution of ALMA 12m, 7m, and Total Power Array Data
- J-comb: An image fusion algorithm to combine observations covering different spatial frequency ranges
- A joint deconvolution algorithm to combine single dish and interferometer data for wideband multi-term and mosaic imaging
- The Cygnus Allscale Survey of Chemistry and Dynamical Environments: CASCADE: Overview and first results toward DR20 from the Max Planck IRAM Observatory program (MIOP)
- AzTEC Survey of the Central Molecular Zone: Data Reduction, Analysis, and Preliminary Results
- AzTEC Survey of the Central Molecular Zone: Increasing Spectral Index of Dust with Density
- A new approach for short-spacing correction of radio interferometric data sets
Cited by in corpus (14)
- The ALMA Interferometric Pipeline Heuristics
- The conceptual design of the 50-meter Atacama Large Aperture Submillimeter Telescope (AtLAST)
- Emergence of high-mass stars in complex fiber networks (EMERGE). I. Early ALMA Survey: observations and massive data reduction
- XLSSC 122 caught in the act of growing up: Spatially resolved SZ observations of a z=1.98 galaxy cluster
- Emergence of high-mass stars in complex fiber networks (EMERGE) II. The need for data combination in ALMA observations
- FEASTS Combined with Interferometry. III. The Low Column Density HI Around M51 and Possibility of Turbulent-mixing Gas Accretion
- Dynamic Massive Star Formation: Radio Flux Variability in UCHII Regions
- A pioneering experiment combining single-antenna and aperture-synthesis data to measure Faraday rotation with GMIMS and the CGPS
- Solar Observation with MeerKAT: Demonstration of Technical Readiness and Initial Science Highlight
- The Rotation Dip in the Envelope-Disk Transition of HH 111: Evidence for Magnetic Braking
- Supernova origin of galactic turbulence revealed by superbubbles
- A Streamer Driving Misalignment in the Circumtriple Disk of GW Ori
- The Neutral Atomic Hydrogen in the solar neighborhood (NeAtHood) project I. Ghost in the shell: Neutral atomic hydrogen in the extended Orion nebula
- ALMA-IMF VIII -- Combination of Interferometric Continuum Images with Single-Dish Surveys and Structural Analysis of Six Protoclusters