Minkowski Functionals used in the Morphological Analysis of Cosmic Microwave Background Anisotropy Maps
arXiv:astro-ph/9710185 · doi:10.1046/j.1365-8711.1998.01467.x
Abstract
We present a novel approach to quantifying the morphology of Cosmic Microwave Background (CMB) anisotropy maps. As morphological descriptors, we use shape parameters known as Minkowski functionals. Using the mathematical framework provided by the theory of integral geometry on arbitrary curved supports, we point out the differences to their characterization and interpretation in the case of flat space. With restrictions of real data -- such as pixelization and incomplete sky coverage, to mention just a few -- in mind, we derive and test unbiased estimators for all Minkowski functionals. Various examples, among them the analysis of the four-year COBE DMR data, illustrate the application of our method.
14 pages, 13 figures, most of which look better in color. Uses AMSTeX, epsf.sty, mncite.sty. Very minor changes to match version accepted for publication in MNRAS
Cited by in corpus (156)
- Wilkinson Microwave Anisotropy Probe (WMAP) Three Year Results: Implications for Cosmology
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- Non-Gaussianity from Inflation: Theory and Observations
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Tests of Gaussianity
- Planck 2013 results. XXIII. Isotropy and statistics of the CMB
- Planck 2015 results. XVII. Constraints on primordial non-Gaussianity
- Planck 2018 results. VII. Isotropy and Statistics of the CMB
- Planck 2015 results. XVI. Isotropy and statistics of the CMB
- Dark Energy from structure: a status report
- Cosmology with Weak Lensing Surveys
- Is the Observable Universe Consistent with the Cosmological Principle?
- Hunting for Primordial Non-Gaussianity in the Cosmic Microwave Background
- Testing for Non-Gaussianity in the Wilkinson Microwave Anisotropy Probe Data: Minkowski Functionals and the Length of the Skeleton
- Asymmetries in the local curvature of the WMAP data
- The Cosmic Microwave Background and Particle Physics
- Primordial Non-Gaussianity and Analytical Formula for Minkowski Functionals of the Cosmic Microwave Background and Large-scale Structure
- The impact of chemistry on the structure of high-z galaxies
- The performance of spherical wavelets to detect non-Gaussianity in the CMB sky
- Analytic Minkowski Functionals of the Cosmic Microwave Background: Second-order Non-Gaussianity with Bispectrum and Trispectrum
- Non-Gaussian statistics of critical sets in 2 and 3D: Peaks, voids, saddles, genus and skeleton
- Tests for Gaussianity of the MAXIMA-1 CMB Map
- Secondary anisotropies of the CMB
- Primordial Non-Gaussianity in the Cosmic Microwave Background
- Wavelet analysis and the detection of non-Gaussianity in the CMB
- Measuring the Geometry and Topology of Large Scale Structure using SURFGEN: Methodology and Preliminary Results
- On the Non-Gaussianity Observed in the COBE-DMR Sky Maps
- Testing the theory of gravity with DESI: estimators, predictions and simulation requirements
- Non Gaussianity and Minkowski Functionals: forecasts for Planck
- Planck 2013 results. III. LFI systematic uncertainties
- Spherical Mexican Hat wavelet: an application to detect non-Gaussianity in the COBE-DMR maps
- The morphology of cosmological reionization by means of Minkowski Functionals
- Euclid Preparation. XXVIII. Forecasts for ten different higher-order weak lensing statistics
- Minkowski Functionals and Cluster Analysis for CMB Maps
- COBE-DMR constraints on the nonlinear coupling parameter: a wavelet based method
- A comprehensive overview of the Cold Spot
- The Effect of Primordial Non--Gaussianity on the Topology of Large-Scale Structure
- Direct Minkowski Functional analysis of large redshift surveys: a new high--speed code tested on the luminous red galaxy Sloan Digital Sky Survey-DR7 catalogue
- Do wavelets really detect non-Gaussianity in the 4-year COBE data?
- Search for non-Gaussianity in pixel, harmonic and wavelet space: compared and combined
- Phase Mapping as a Powerful Diagnostic of Primordial Non-Gaussianity
- Contributions of point extragalactic sources to the Cosmic Microwave Background bispectrum
- Model-independent analyses of non-Gaussianity in Planck CMB maps using Minkowski Functionals
- Persistent homology of the cosmic web. I: Hierarchical topology in CDM cosmologies
- Primordial non-Gaussianity: local curvature method and statistical significance of constraints on f_NL from WMAP data
- Morphometry of Spatial Patterns
- Non-Gaussianity in Large Scale Structure and Minkowski Functionals
- The Importance of Fourier Phases for the Morphology of Gravitational Clustering
- Prospects of constraining reionization model parameters using Minkowski tensors and Betti numbers
- Unexpected Topology of the Temperature Fluctuations in the Cosmic Microwave Background
- Persistent Homology and Non-Gaussianity
- CMB Anisotropy Correlation Function and Topology from Simulated Maps for MAP
- Neural Network-based Top Tagger with Two-Point Energy Correlations and Geometry of Soft Emissions
- Studying the morphology of HI isodensity surfaces during reionization using Shapefinders and percolation analysis
- The morphological and dynamical evolution of simulated galaxy clusters
- New probe of departures from general relativity using Minkowski functionals
- Morphology of 21cm brightness temperature during the Epoch of Reioinization using Contour Minkowski Tensor
- Long range correlation in cosmic microwave background radiation
- Minkowski Functionals of Convergence Maps and the Lensing Figure of Merit
- Search for anomalous alignments of structures in Planck data using Minkowski Tensors
- Tensor Minkowski Functionals: first application to the CMB
- Probing Modified Gravity Theories with ISW and CMB Lensing
- Minkowski Functionals of SDSS-III BOSS : Hints of Possible Anisotropy in the Density Field?
- Can we detect Hot or Cold spots in the CMB with Minkowski Functionals?
- Constraints on the non-linear coupling parameter fnl with the Archeops data
- Tensor Minkowski Functionals for random fields on the sphere
- Quantifying the evolution of higher-order clustering
- On Minkowski Functionals of CMB polarization
- New Approaches to Probing Minkowski Functionals
- A novel probe of bubble size statistics and time scales of the epoch of reionization using the contour Minkowski Tensor
- Weakly non-Gaussian formula for the Minkowski functionals in general dimensions
- Hot and cold spots counts as probes of non-Gaussianity in the CMB
- Characteristic Angular Scales in Cosmic Microwave Background Radiation
- Scale dependent non-Gaussianities in the CMB data identified with Minkowski Functionals and Scaling Indices
- Testing non-Gaussianity in CMB Maps by Morphological Statistic
- Distinguishing general relativity and gravity with the gravitational lensing Minkowski functionals
- Probing the statistical properties of CMB -mode polarization through Minkowski Functionals
- Primordial non-Gaussian signatures in CMB polarization
- Using the COBE/DMR data as a test-bed for normality assessments
- Tracer-Field Cross-Correlations with -Nearest Neighbor Distributions
- Minkowski Functionals of CMB polarisation intensity with Pynkowski: theory and application to Planck and future data
- Cosmological Applications of the Gaussian Kinematic Formula
- Residual foreground contamination in the WMAP data and bias in non-Gaussianity estimation
- The HI-halo mass relation at redshift from the Minkowski functionals of 21 cm intensity maps
- Scalar statistics on the sphere: application to the CMB
- Clustering of Local Extrema in Planck CMB maps
- Cosmological Parameter Estimation Using the Genus Amplitude - Application to Mock Galaxy Catalogs
- The Cosmic Microwave Background: State of the Art
- The variance of the CMB temperature gradient: a new signature of a multiply connected Universe
- Searching for Signatures of Cosmic String Wakes in 21cm Redshift Surveys using Minkowski Functionals
- Minkowski Functionals in Joint Galaxy Clustering & Weak Lensing Analyses
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: higher-order correlations revealed by germ-grain Minkowski Functionals
- Testing Gaussianity on Archeops Data
- Analysing large scale structure: II. Testing for primordial non-Gaussianity in CMB maps using surrogates
- 3D cosmic shear: numerical challenges, 3D lensing random fields generation and Minkowski Functionals for cosmological inference
- Measuring Shapes of Galaxy Images I: Ellipticity and Orientation
- MEDUSA: Minkowski functionals estimated from Delaunay tessellations of the three-dimensional large-scale structure
- Morphological Analysis of the Polarized Synchrotron Emission with WMAP and Planck
- The nature of non-Gaussianity and statistical isotropy of the 408 MHz Haslam synchrotron map
- Cosmological Parameter Estimation from the Two-Dimensional Genus Topology -- Measuring the Expansion History using the Genus Amplitude as a Standard Ruler
- A photometric comprehensive study of circumnuclear star forming rings: the sample
- Probing CMB Cold Spot through Local Minkowski Functionals
- Fractal Structure of Isothermal Lines and Loops on the Cosmic Microwave Background
- Dark Energy Survey Year 1 Results: Wide field mass maps via forward fitting in harmonic space
- Application of Contour Minkowski Tensor and Statistic to the Planck -mode data
- Cosmological Parameter Estimation from the Two-Dimensional Genus Topology -- Measuring the Shape of the Matter Power Spectrum
- Ensemble Average of Three-Dimensional Minkowski Tensors of a Gaussian Random Field in Redshift Space
- Measuring Shapes of Galaxy Images II: Morphology of 2MASS Galaxies
- Topology of Large-Scale Structures of Galaxies in Two Dimensions - Systematic Effects
- Deep redshift topological lensing: strategies for the T^3 candidate
- Morphology of CMB fields -- effect of weak gravitational lensing
- Minkowski Tensors in Redshift Space -- Beyond the Plane Parallel Approximation
- The N-point correlation functions of the COBE-DMR maps revisited
- Non-Gaussianity of diffuse Galactic synchrotron emission at 408 MHz
- Morphology of Weak Lensing Convergence Maps
- Local patch analysis for testing statistical isotropy of the Planck convergence map
- Joint Minkowski Functionals and Bispectrum Constraints on Non-Gaussianity in the CMB
- The effects of peculiar velocities on the morphological properties of large-scale structure
- A new statistic for picking out Non-Gaussianity in the CMB
- A morphological analysis of the substructures in radio relics
- The shape distribution of superclusters in SDSS DR 12
- Statistics of the excursion sets in models with local primordial non-Gaussianity
- The geometrical meaning of statistical isotropy of smooth random fields in two dimensions
- The roughness of the last scattering surface
- The primordial non-Gaussianity of local type (f_NL) in the WMAP 5-year data: the length distribution of CMB skeleton
- Statistical imprints of CMB B-type polarization leakage in an incomplete sky survey analysis
- Correlating Fourier phase information with real-space higher order statistics
- Anomalies in the topology of the temperature fluctuations in the cosmic microwave background: An analysis of the and data releases
- Unraveling the CMB lack-of-correlation anomaly with the cosmological gravitational wave background
- Topology of Reionisation times: concepts, measurements and comparisons to gaussian random field predictions
- Minkowski functionals for phase behavior under confinement
- On the reliability of initial conditions for dissipationless cosmological simulations
- Power filtration of CMB observational data
- Morphometry on the sphere: Cartesian and irreducible Minkowski tensors explained and implemented
- Large-scale geometry and topology of gas fields: Effects of AGN and stellar feedback
- Statistical properties of Galactic synchrotron temperature and polarization maps -- a multi-frequency comparison
- Searching for non Gaussian signals in the BOOMERanG 2003 CMB maps
- Negative intensity patches in angular variations of CMB as a probe of the period of reionization
- A Minkowski Functional Analysis of the Cosmic Microwave Background Weak Lensing Convergence
- Morphology of the Secondary CMB Anisotropies: the Key to "Smoldering" Reionization
- Nonparametric Estimation of Surface Integrals on Level Sets
- Scale-Free Crystallization of two-dimensional Complex Plasmas: Domain Analysis using Minkowski Tensors
- Cosmic Strings-induced CMB anisotropies in light of Weighted Morphology
- Homology reveals significant anisotropy in the cosmic microwave background
- Cosmic Microwave Background anisotropies: the power spectrum and beyond
- Statistical Isotropy of the CMB E-mode signal
- Probing the Morphology of Polarized Emission Induced by Fluctuation Dynamo using Minkowski Functionals
- Fréchet Vectors as sensitive tools for blind tests of CMB anomalies
- E(2)-Equivariant Features in Machine Learning for Morphological Classification of Radio Galaxies
- Morphology of dark matter haloes beyond triaxiality
- On the saturation mechanism of the fluctuation dynamo at
- Statical properties of CMB B-mode polarisation in a partial sky analysis
- Inflationary study of non-Gaussianity using two-dimensional geometrical measures of CMB temperature maps
- Effects of Noise on Galaxy Isophotes
- Cosmological constraints from the density gradient weighted correlation function
- Probing CMB Polarization Gaussianity with the Statistics of Unpolarized Points: Non-Gaussianity of Planck Data and Prospects for Future B-Mode Measurements
- Expected Lipschitz-Killing curvatures for spin random fields and other non-isotropic fields