Wide-field LOFAR-LBA power-spectra analyses: Impact of calibration, polarization leakage and ionosphere
arXiv:1709.07727 · doi:10.1093/mnras/sty1095
Abstract
Contamination due to foregrounds (Galactic and Extra-galactic), calibration errors and ionospheric effects pose major challenges in detection of the cosmic 21 cm signal in various Epoch of Reionization (EoR) experiments. We present the results of a pilot study of a field centered on 3C196 using LOFAR Low Band (56-70 MHz) observations, where we quantify various wide field and calibration effects such as gain errors, polarized foregrounds, and ionospheric effects. We observe a `pitchfork' structure in the 2D power spectrum of the polarized intensity in delay-baseline space, which leaks into the modes beyond the instrumental horizon (EoR/CD window). We show that this structure largely arises due to strong instrumental polarization leakage () towards {Cas\,A} ( kJy at 81 MHz, brightest source in northern sky), which is far away from primary field of view. We measure an extremely small ionospheric diffractive scale ( m at 60 MHz) towards {Cas\,A} resembling pure Kolmogorov turbulence compared to km towards zenith at 150 MHz for typical ionospheric conditions. This is one of the smallest diffractive scales ever measured at these frequencies. Our work provides insights in understanding the nature of aforementioned effects and mitigating them in future Cosmic Dawn observations (e.g. with SKA-low and HERA) in the same frequency window.
arXiv comment20 pages, 11 figures, accepted for publication in MNRAS
References in corpus (64)
- Seven-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- Nine-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Parameter Results
- LOFAR: The LOw-Frequency ARray
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- Three Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Polarization Analysis
- Astrophysics Source Code Library
- The Murchison Widefield Array: the Square Kilometre Array Precursor at low radio frequencies
- 21-cm cosmology
- Evidence for Reionization at z ~ 6: Detection of a Gunn-Peterson Trough in a z=6.28 Quasar
- WSClean: an implementation of a fast, generic wide-field imager for radio astronomy
- 21-cm Tomography of the Intergalactic Medium at High Redshift
- A Survey of z>5.7 Quasars in the Sloan Digital Sky Survey II: Discovery of Three Additional Quasars at z>6
- Faraday Rotation Measure Synthesis
- Hydrogen Epoch of Reionization Array (HERA)
- A Survey of z>5.7 Quasars in the Sloan Digital Sky Survey IV: Discovery of Seven Additional Quasars
- The Precision Array for Probing the Epoch of Reionization: 8 Station Results
- A morphological algorithm for improving radio-frequency interference detection
- Spectroscopic Confirmation of Three z-Dropout Galaxies at z = 6.844 - 7.213: Demographics of Lyman-Alpha Emission in z ~ 7 Galaxies
- Reionization and the Cosmic Dawn with the Square Kilometre Array
- A Per-Baseline, Delay-Spectrum Technique for Accessing the 21cm Cosmic Reionization Signature
- Science with the Murchison Widefield Array
- Post-correlation radio frequency interference classification methods
- Spectroscopic confirmation of z~7 LBGs: probing the earliest galaxies and the epoch of reionization
- Upper limits on the 21-cm Epoch of Reionization power spectrum from one night with LOFAR
- Keck Spectroscopy of Faint 3<z<8 Lyman Break Galaxies:- Evidence for a Declining Fraction of Emission Line Sources In the Redshift Range 6<z<8
- 21 cm fluctuations from inhomogeneous X-ray heating before reionization
- Revisiting the radio interferometer measurement equation. I. A full-sky Jones formalism
- Planck intermediate results. XLVII. Planck constraints on reionization history
- Constraints on reionization from the thermal history of the intergalactic medium
- Calibration Requirements for Detecting the 21 cm Epoch of Reionization Power Spectrum and Implications for the SKA
- The GMRT-EoR Experiment: A new upper limit on the neutral hydrogen power spectrum at z~8.6
- Design and characterization of the Large-Aperture Experiment to Detect the Dark Age (LEDA) radiometer systems
- Cosmic microwave background constraints on the duration and timing of reionization from the South Pole Telescope
- Foregrounds in Wide-Field Redshifted 21 cm Power Spectra
- Probing Ionospheric Structures using the LOFAR radio telescope
- Radio Interferometric Calibration Using The SAGE Algorithm
- Revisiting the radio interferometer measurement equation. II. Calibration and direction-dependent effects
- CHIPS: The Cosmological HI Power Spectrum Estimator
- The Epoch of Reionization
- Foregrounds for observations of the cosmological 21 cm line: II. Westerbork observations of the fields around 3C196 and the North Celestial Pole
- The Impact of Modeling Errors on Interferometer Calibration for 21 cm Power Spectra
- Systematic biases in low frequency radio interferometric data due to calibration: the LOFAR EoR case
- The 74MHz System on the Very Large Array
- First Limits on the 21 cm Power Spectrum during the Epoch of X-ray heating
- Confirmation of Wide-Field Signatures in Redshifted 21 cm Power Spectra
- Calibration of Low-Frequency, Wide-Field Radio Interferometers Using Delay/Delay-Rate Filtering
- Distributed Radio Interferometric Calibration
- The LOFAR radio environment
- Linear polarization structures in LOFAR observations of the interstellar medium in the 3C196 field
- A first direct measurement of the intergalactic medium temperature around a quasar at z=6
- The high-redshift star formation rate derived from GRBs: possible origin and cosmic reionization
- Scintillation noise power spectrum and its impact on high redshift 21-cm observations
- Scintillation noise in widefield radio interferometry
- Robust Radio Interferometric Calibration Using the t-Distribution
- Polarization leakage in epoch of reionization windows: II. Primary beam model and direction dependent calibration
- Polarization leakage in epoch of reionization windows: III. Wide-field effects of narrow-field arrays
- Constraining Polarized Foregrounds for EoR Experiments I: 2D Power Spectra from the PAPER-32 Imaging Array
- Clustered Calibration: An Improvement to Radio Interferometric Direction Dependent Self-Calibration
- Radio Sources in the NCP Region Observed with the 21 Centimeter Array
- Ionospheric Power-Spectrum Tomography in Radio Interferometry
- LOFAR detections of low-frequency radio recombination lines towards Cassiopeia A
- The brightness and spatial distributions of terrestrial radio sources
- The Statistics of Radio Astronomical Polarimetry: Bright Sources and High Time Resolution
- Estimation of Radio Interferometer Beam Shapes Using Riemannian Optimization
Cited by in corpus (29)
- Improved upper limits on the 21-cm signal power spectrum of neutral hydrogen at from LOFAR
- Data Analysis for Precision 21 cm Cosmology
- Statistical 21-cm Signal Separation via Gaussian Process Regression Analysis
- The first power spectrum limit on the 21-cm signal of neutral hydrogen during the Cosmic Dawn at z=20-25 from LOFAR
- Spectral Index of the Diffuse Radio Background Between 50 and 100 MHz
- First upper limits on the 21 cm signal power spectrum from cosmic dawn from one night of observations with NenuFAR
- Gaussian Process Foreground Subtraction and Power Spectrum Estimation for 21 cm Cosmology
- Absolute Calibration Strategies for the Hydrogen Epoch of Reionization Array and Their Impact on the 21 cm Power Spectrum
- HI 21cm Cosmology and the Bi-spectrum: Closure Diagnostics in Massively Redundant Interferometric Arrays
- The AARTFAAC Cosmic Explorer: observations of the 21-cm power spectrum in the EDGES absorption trough
- Patterns of primary beam non-redundancy in close-packed 21 cm array observations
- Validation of the HERA Phase I Epoch of Reionization 21 cm Power Spectrum Software Pipeline
- A Map of Diffuse Radio Emission at 182 MHz to Enhance Epoch of Reionization Observations in the Southern Hemisphere
- A direct detection of neutral hydrogen intensity mapping on Mpc scales at and
- The effect of baseline layouts on the EoR foreground wedge: a semi-analytical approach
- First multi-redshift limits on post-Epoch of Reionization (post-EoR) 21 cm signal from z = 1.96 - 3.58 using uGMRT
- Statistical recovery of 21cm visibilities and their power spectra with Gaussian constrained realisations and Gibbs sampling
- Discovering the Sky at the Longest Wavelengths with Small Satellite Constellations
- Probing early universe through redshifted 21-cm signal: Modelling and observational challenges
- Calibration Requirements for Epoch of Reionization 21-cm signal observations -- I. Effect of time-correlated gains
- Towards 21-cm Intensity Mapping at with uGMRT using the Tapered Gridded Estimator I: Foreground Avoidance
- Ionospheric contributions to the excess power in high-redshift 21-cm power-spectrum observations with LOFAR
- Square Kilometre Array Science Data Challenge 3a: foreground removal for an EoR experiment
- Calibration requirements for Epoch of Reionization 21-cm signal observations -- II. Analytical estimation of the bias and variance with time-correlated residual gains
- First upper limits on the 21-cm signal power spectrum of neutral hydrogen at from the LOFAR 3C196 field
- Delay-Weighted Calibration: Precision Calibration for 21 cm Cosmology with Resilience to Sky Model Error
- Linear Polarization of the 21 cm Line from the Epoch of Reionization
- Calibration requirement for Epoch of Reionization 21-cm signal observation -- III. Bias and variance in uGMRT ELAIS-N1 field power spectrum
- Robust Foregrounds Removal for 21-cm Experiments