EHT-HOPS pipeline for millimeter VLBI data reduction
arXiv:1903.08832 · doi:10.3847/1538-4357/ab328d
Abstract
We present the design and implementation of an automated data calibration and reduction pipeline for very-long-baseline interferometric (VLBI) observations taken at millimeter wavelengths. These short radio-wavelengths provide the best imaging resolution available from ground-based VLBI networks such as the Event Horizon Telescope (EHT) and the Global Millimeter VLBI Array (GMVA), but require specialized processing due to the strong effects from atmospheric opacity and turbulence as well as the heterogeneous nature of existing global arrays. The pipeline builds upon a calibration suite (HOPS) originally designed for precision geodetic VLBI. To support the reduction of data for astronomical observations, we have developed an additional framework for global phase and amplitude calibration which provides output in a standard data format for astronomical imaging and analysis. We test the pipeline on observations taken at 3.5 mm (86 GHz) by the GMVA joined by the phased Atacama Large Millimeter/submillimeter Array in April 2017, and demonstrate the benefits from the specialized processing of high frequency VLBI data with respect to classical analysis techniques.
References in corpus (17)
- The NumPy array: a structure for efficient numerical computation
- First M87 Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole
- First M87 Event Horizon Telescope Results. VI. The Shadow and Mass of the Central Black Hole
- First M87 Event Horizon Telescope Results. IV. Imaging the Central Supermassive Black Hole
- First M87 Event Horizon Telescope Results. V. Physical Origin of the Asymmetric Ring
- First M87 Event Horizon Telescope Results. II. Array and Instrumentation
- First M87 Event Horizon Telescope Results. III. Data Processing and Calibration
- Event-horizon-scale structure in the supermassive black hole candidate at the Galactic Centre
- Jet Launching Structure Resolved Near the Supermassive Black Hole in M87
- 230 GHz VLBI observations of M87: event-horizon-scale structure at the enhanced very-high-energy -ray state in 2012
- The Size, Shape, and Scattering of Sagittarius A* at 86 GHz: First VLBI with ALMA
- The Scattering and Intrinsic Structure of Sagittarius A* at Radio Wavelengths
- rPICARD: A CASA-based Calibration Pipeline for VLBI Data
- The ALMA Phasing System: A Beamforming Capability for Ultra-High-Resolution Science at (Sub)Millimeter Wavelengths
- Calibration of ALMA as a phased array: ALMA observations during the 2017 VLBI campaign
- Multi-Frequency VLBI Observations of NRAO 530
- rPICARD: A CASA-based Calibration Pipeline for VLBI Data. Calibration and imaging of 7 mm VLBA observations of the AGN jet in M87
Cited by in corpus (32)
- First Sagittarius A* Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole in the Center of the Milky Way
- First M87 Event Horizon Telescope Results. VII. Polarization of the Ring
- First Sagittarius A* Event Horizon Telescope Results. III: Imaging of the Galactic Center Supermassive Black Hole
- First Sagittarius A* Event Horizon Telescope Results. II. EHT and Multi-wavelength Observations, Data Processing, and Calibration
- First Sagittarius A* Event Horizon Telescope Results. IV. Variability, Morphology, and Black Hole Mass
- Event Horizon Telescope observations of the jet launching and collimation in Centaurus A
- Key Science Goals for the Next-Generation Event Horizon Telescope
- Millimeter light curves of Sagittarius A* observed during the 2017 Event Horizon Telescope campaign
- First M87 Event Horizon Telescope Results. IX. Detection of Near-horizon Circular Polarization
- The Black Hole Explorer: Motivation and Vision
- Reference Array and Design Consideration for the next-generation Event Horizon Telescope
- The ALMA Interferometric Pipeline Heuristics
- Monitoring the Morphology of M87* in 2009-2017 with the Event Horizon Telescope
- Closure statistics in interferometric data
- Resolving the inner parsec of the blazar J1924-2914 with the Event Horizon Telescope
- Black hole parameter estimation with synthetic Very Long Baseline Interferometry data from the ground and from space
- First Very Long Baseline Interferometry Detections at 870μm
- The Event Horizon Telescope Image of the Quasar NRAO 530
- CASA on the fringe -- Development of VLBI processing capabilities for CASA
- Persistent Non-Gaussian Structure in the Image of Sagittarius A* at 86 GHz
- Ordered magnetic fields around the 3C 84 central black hole
- The Variability of the Black-Hole Image in M87 at the Dynamical Time Scale
- A multi-frequency study of sub-parsec jets with the Event Horizon Telescope
- Principal-Component Interferometric Modeling (PRIMO), an Algorithm for EHT Data I: Reconstructing Images from Simulated EHT Observations
- Polarimetric Geometric Modeling for mm-VLBI Observations of Black Holes
- A first search of transients in the Galactic Center from 230 GHz ALMA observations
- The putative center in NGC 1052
- Deep learning inference with the Event Horizon Telescope I. Calibration improvements and a comprehensive synthetic data library
- A probabilistic approach to phase calibration: I. Effects of source structure on fringe-fitting
- Kilogauss magnetic field and jet dynamics in the quasar NRAO 530
- New Views of Black Holes from Computational Imaging
- Full-polarization millimeter wavelength variability of Sagittarius A* during the 2018 EHT campaign