Maps of the number of HI clouds along the line of sight at high galactic latitude
arXiv:2004.00647 · doi:10.3847/1538-4357/abb6f5
Abstract
Characterizing the structure of the Galactic interstellar medium (ISM) in three dimensions is of high importance for accurate modeling of dust emission as a foreground to the Cosmic Microwave Background (CMB). At high Galactic latitude, where the total dust content is low, accurate maps of the 3D structure of the ISM are lacking. We develop a method to quantify the complexity of the distribution of dust along the line of sight with the use of HI line emission. The method relies on a Gaussian decomposition of the HI spectra to disentangle the emission from overlapping components in velocity. We use this information to create maps of the number of clouds along the line of sight. We apply the method to: (a) the high-galactic latitude sky and (b) the region targeted by the BICEP/Keck experiment. In the North Galactic Cap we find on average three clouds per 0.2 square degree pixel while in the South the number falls to 2.5. The statistics of the number of clouds are affected by Intermediate-Velocity Clouds (IVCs), primarily in the North. The presence of IVCs results in detectable features in the dust emission measured by \textit{Planck}. We investigate the complexity of HI spectra in the BICEP/Keck region and find evidence for the existence of multiple components along the line of sight. The data (https://doi.org/10.7910/DVN/8DA5LH) and software are made publicly available, and can be used to inform CMB foreground modeling and 3D dust mapping.
arXiv comment30 pages (including appendices), 19 figures, ApJ in press
References in corpus (100)
- Astropy: A Community Python Package for Astronomy
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- The Gaia mission
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- The Leiden/Argentine/Bonn (LAB) Survey of Galactic HI: Final data release of the combined LDS and IAR surveys with improved stray-radiation corrections
- The Milky Way in Molecular Clouds: A New Complete CO Survey
- HI4PI: A full-sky HI survey based on EBHIS and GASS
- A 3D Dust Map Based on Gaia, Pan-STARRS 1 and 2MASS
- Signature of Gravity Waves in Polarization of the Microwave Background
- A Probe of Primordial Gravity Waves and Vorticity
- Planck 2013 results. XI. All-sky model of thermal dust emission
- Trigonometric Parallaxes Of High-Mass Star Forming Regions: Our View Of The Milky Way
- Modelling the Galactic Interstellar Extinction Distribution in Three Dimensions
- Structural Analysis of Molecular Clouds: Dendrograms
- The Millennium Arecibo 21-CM Absorption Line Survey. II. Properties of the Warm and Cold Neutral Media
- BICEP2 / Keck Array x: Constraints on Primordial Gravitational Waves using Planck, WMAP, and New BICEP2/Keck Observations through the 2015 Season
- A Three-Dimensional Map of Milky-Way Dust
- Galactic Reddening in 3D from Stellar Photometry - An Improved Map
- Physical properties of molecular clouds for the entire Milky Way disk
- Gaia-2MASS 3D maps of Galactic interstellar dust within 3 kpc
- GASS: The Parkes Galactic All-Sky Survey. I. Survey Description, Goals, and Initial Data Release
- Distances and Metallicities of High- and Intermediate-Velocity Clouds
- 3D maps of the local ISM from inversion of individual color excess measurements
- Joint Bayesian component separation and CMB power spectrum estimation
- A Large Catalog of Accurate Distances to Local Molecular Clouds: The Gaia DR2 Edition
- Three-dimensional mapping of the local interstellar medium with composite data
- An improved map of the Galactic Faraday sky
- The Python Sky Model: software for simulating the Galactic microwave sky
- Magnetically Aligned HI Fibers and the Rolling Hough Transform
- Planck Early Results XXIV: Dust in the diffuse interstellar medium and the Galactic halo
- The Spiral Structure of the Outer Milky Way in Hydrogen
- Planck 2018 results. XI. Polarized dust foregrounds
- GASS: The Parkes Galactic All-Sky Survey. II. Stray-Radiation Correction and Second Data Release
- The Effelsberg-Bonn HI Survey: Milky Way gas. First data release
- Planck 2018 results. XII. Galactic astrophysics using polarized dust emission
- Distances to Galactic high-velocity clouds. I. Cohen Stream, complex GCP, cloud g1
- Measurement of Cosmic Microwave Background Polarization Power Spectra from Two Years of BICEP Data
- Dark matter in the Milky Way, II. the HI gas distribution as a tracer of the gravitational potential
- The Magellanic Stream: Circumnavigating the Galaxy
- The 200 Degree-Long Magellanic Stream System
- Three-dimensional interstellar dust reddening maps of the Galactic plane
- GASS: The Parkes Galactic All-Sky Survey. Update: improved correction for instrumental effects and new data release
- Foreground component separation with generalised ILC
- Distances to Galactic high-velocity clouds. Complex C
- A new, large-scale map of interstellar reddening derived from HI emission
- Neutral hydrogen structures trace dust polarization angle: Implications for cosmic microwave background foregrounds
- Mapping Distances Across the Perseus Molecular Cloud Using CO Observations, Stellar Photometry, and Gaia DR2 Parallax Measurements
- Quantifying Observational Projection Effects Using Molecular Cloud Simulations
- Kinematic Distances: A Monte Carlo Method
- The Effelsberg-Bonn HI Survey (EBHIS)
- Low-frequency Faraday rotation measures towards pulsars using LOFAR: probing the 3-D Galactic halo magnetic field
- Mapping the Magnetic Interstellar Medium in Three Dimensions Over the Full Sky with Neutral Hydrogen
- BICEP2 / Keck Array V: Measurements of B-mode Polarization at Degree Angular Scales and 150 GHz by the Keck Array
- Sensitivity and foreground modelling for large-scale CMB B-mode polarization satellite missions
- Faraday tomography of the local interstellar medium with LOFAR: Galactic foregrounds towards IC342
- A new all-sky map of Galactic high-velocity clouds from the 21-cm HI4PI survey
- GHIGLS: HI mapping at intermediate Galactic latitude using the Green Bank Telescope
- Autonomous Gaussian Decomposition
- GaussPy+: A fully automated Gaussian decomposition package for emission line spectra
- Synthetic CO observations of fibrous filaments: the problems of mapping from PPV to PPP
- Updated design of the CMB polarization experiment satellite LiteBIRD
- New constraints on modelling the random magnetic field of the MW
- The Effelsberg-Bonn HI Survey: Data reduction
- The Physical Nature of Neutral Hydrogen Intensity Structure
- ROHSA: Regularized Optimization for Hyper-Spectral Analysis - Application to phase separation of 21 cm data
- Properties of cold and warm HI gas phases derived from a Gaussian decomposition of HI4PI data
- Charting nearby dust clouds using Gaia data only
- The GALFA-HI Compact Cloud Catalog
- Optical Polarization Mapping toward the interface between the Local Cavity and Loop I
- The temperature of the diffuse HI in the Milky Way II: Gaussian decomposition of the HI 21 cm absorption spectra
- Gaussian decomposition of HI surveys. III. Local HI
- A 3-D model of polarised dust emission in the Milky Way
- Fermi-LAT Observations of High- and Intermediate-Velocity Clouds: Tracing Cosmic Rays in the Halo of the Milky Way
- Mapping the Extinction Curve in 3D: Structure on Kiloparsec Scales
- Modelling and simulation of large-scale polarized dust emission over the southern Galactic cap using the GASS HI data
- Mitigating Complex Dust Foregrounds in Future CMB Polarization Experiments
- A new probe of line-of-sight magnetic field tangling
- Detection of the Milky Way spiral arms in dust from 3D mapping
- Demonstration of magnetic field tomography with starlight polarization towards a diffuse sightline of the ISM
- Extracting the cold neutral medium from HI emission with deep learning: Implications for Galactic foregrounds at high latitude
- Distance to the northern high-latitude HI shells
- A Low Metallicity Molecular Cloud In The Lower Galactic Halo
- Recovering interstellar gas properties with HI spectral lines: A comparison between synthetic spectra and 21-SPONGE
- Local Bubble contribution to the 353-GHz dust polarized emission
- All-sky census of Galactic high-latitude molecular intermediate-velocity clouds
- Line-of-Sight Extrapolation Noise in Dust Polarization
- Producing Synthetic Maps of Dust Polarization using Velocity Channel Gradient Technique
- No evidence for dust B-mode decorrelation in Planck data
- Kinetic Tomography I: A Method for Mapping the Milky Way's Interstellar Medium in Four Dimensions
- Mapping of the structure of the galactic magnetic field with velocity gradients: Test using star light polarization
- Predictions of Cosmic Microwave Background Foregrounds Dust Polarization Using Velocity Gradients
- An Imprint of the Galactic Magnetic Field in the Diffuse Unpolarized Dust Emission
- High velocity clouds in the Galactic All Sky Survey I. Catalogue
- Gaussian decomposition of HI surveys. V. Search for very cold clouds
- Dust polarization modeling at large-scale over the Northern Galactic cap using EBHIS and Planck data
- Gaussian decomposition of HI surveys. IV. Galactic intermediate- and high-velocity clouds
- Detection and Removal of B-mode Dust Foregrounds with Signatures of Statistical Anisotropy
- Magnetic field tomography in two clouds towards Ursa Major using HI fibers
- Far-infrared excess emission as a tracer of disk-halo interaction
- Predicting CMB dust foreground using galactic 21 cm data
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- BICEP / Keck XIII: Improved Constraints on Primordial Gravitational Waves using Planck, WMAP, and BICEP/Keck Observations through the 2018 Observing Season
- The Origin of Parity Violation in Polarized Dust Emission and Implications for Cosmic Birefringence
- Evidence for Line-of-Sight Frequency Decorrelation of Polarized Dust Emission in Data
- Starlight-polarization-based tomography of the magnetized interstellar medium: PASIPHAE's line-of-sight inversion method
- BICEP / Keck XVI: Characterizing Dust Polarization through Correlations with Neutral Hydrogen
- Improved Galactic Foreground Removal for B-Modes Detection with Clustering Methods
- Filamentary Dust Polarization and the Morphology of Neutral Hydrogen Structures
- Characterizing line-of-sight variability of polarized dust emission with future CMB experiments
- Modeling parity-violating spectra in Galactic dust polarization with filaments and its applications to cosmic birefringence searches
- 3D ISM structure challenges the Serkowski relation
- WALOP-South: A Four-Camera One-Shot Imaging Polarimeter for PASIPHAE Survey. Paper II -- Polarimetric Modelling and Calibration
- Non-parametric Bayesian reconstruction of Galactic magnetic fields using Information Field Theory: The inclusion of line-of-sight information in ultra-high energy cosmic ray backtracking