Imaging at 300 MHz With the MWA

TL;DR

This paper develops a new calibration and imaging strategy for 300 MHz observations with the MWA, overcoming challenges posed by grating sidelobes and enabling high-quality imaging in this previously difficult frequency range.

Contribution

It introduces a novel calibration and imaging method using a new sky-model and existing techniques, allowing effective imaging at 300 MHz with the MWA.

Findings

Achieved high dynamic range images with 2.4 arcminute resolution.

Demonstrated successful calibration and imaging at 300 MHz.

Released code and catalogs for community use.

Abstract

At relatively high frequencies, highly sensitive grating sidelobes occur in the primary beam patterns of low frequency aperture arrays (LFAA) such as the Murchison Widefield Array (MWA). This occurs when the observing wavelength becomes comparable to the dipole separation for LFAA tiles, which for the MWA occurs at approximately 300 MHz. The presence of these grating sidelobes has made calibration and image processing for 300 MHz MWA observations difficult. This work presents a new calibration and imaging strategy which employs existing techniques to process two example 300 MHz MWA observations. Observations are initially calibrated using a new 300 MHz sky-model which has been interpolated from low frequency and high frequency all-sky surveys. Using this 300 MHz model in conjunction with the accurate MWA tile primary beam model, we perform sky-model calibration for the two example observations. After initial calibration a self-calibration loop is performed by all-sky imaging each observation with WSCLEAN. Using the output all-sky image we mask the main lobe of the image. Using this masked image we perform a sky-subtraction by estimating the masked image visibilities using WSCLEAN. We then image the main lobe of the observations with WSCLEAN. This results in high dynamic range images of the two example observation main lobes. These images have a resolution of 2.4 arcminutes, with a maximum sensitivity of 31 mJy/beam. The calibration and imaging strategy demonstrated in this work, opens the door to performing science at 300 MHz with the MWA, which was previously an inaccessible domain. With this paper we release the code described below and the cross-matched catalogue along with the code to produce a sky-model in the range 70-1400 MHz.