KiDS-1000 Cosmology: Multi-probe weak gravitational lensing and spectroscopic galaxy clustering constraints
arXiv:2007.15632 · doi:10.1051/0004-6361/202039063
Abstract
We present a joint cosmological analysis of weak gravitational lensing observations from the Kilo-Degree Survey (KiDS-1000), with redshift-space galaxy clustering observations from the Baryon Oscillation Spectroscopic Survey (BOSS), and galaxy-galaxy lensing observations from the overlap between KiDS-1000, BOSS and the spectroscopic 2-degree Field Lensing Survey (2dFLenS). This combination of large-scale structure probes breaks the degeneracies between cosmological parameters for individual observables, resulting in a constraint on the structure growth parameter , that has the same overall precision as that reported by the full-sky cosmic microwave background observations from Planck. The recovered amplitude is low, however, by % relative to Planck. This result builds from a series of KiDS-1000 analyses where we validate our methodology with variable depth mock galaxy surveys, our lensing calibration with image simulations and null-tests, and our optical-to-near-infrared redshift calibration with multi-band mock catalogues and a spectroscopic-photometric clustering analysis. The systematic uncertainties identified by these analyses are folded through as nuisance parameters in our cosmological analysis. Inspecting the offset between the marginalised posterior distributions, we find that the -difference with Planck is driven by a tension in the matter fluctuation amplitude parameter, . We quantify the level of agreement between the CMB and our large-scale structure constraints using a series of different metrics, finding differences with a significance ranging between , when considering the offset in , and , when considering the full multi-dimensional parameter space.
arXiv comment25 pages, 11 figures, 5 tables, A&A accepted, including a new appendix on Intrinsic Alignments. The KiDS-1000 data products are available for download at http://kids.strw.leidenuniv.nl/DR4/lensing.php. This data release includes open source software, the shear-photo-z catalogue, the cosmic shear and 3x2pt data vectors and covariances, and posteriors in the form of Multinest chains
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- Euclid preparation. LIII. LensMC, weak lensing cosmic shear measurement with forward modelling and Markov Chain Monte Carlo sampling
- A fully data-driven algorithm for accurate shear estimation
- Conformally and Disformally Coupled Vector field Models of Dark Energy
- Dark Degeneracy in DESI DR2: Interacting or Evolving Dark Energy?
- A visual tool for assessing tension-resolving models in the - plane
- Dissecting kinetically coupled quintessence: phenomenology and observational tests
- One-parameter dynamical dark-energy from the generalized Chaplygin gas
- Galaxy Clustering in the Mira-Titan Universe I: Emulators for the redshift space galaxy correlation function and galaxy-galaxy lensing
- Early-time thermalization of cosmic components? A hint for solving cosmic tensions
- Signatures of Light Massive Relics on nonlinear structure formation
- Do we need wavelets in the late Universe?
- Galaxy blending effects in deep imaging cosmic shear probes of cosmology
- Improving Photometric Redshift Estimates with Training Sample Augmentation
- Impact of tidal environment on galaxy clustering in GAMA
- Imprint of baryons and massive neutrinos on velocity statistics
- Comprehensive Constraints on Dark Radiation Injection After BBN
- Cosmology from LOFAR Two-metre Sky Survey Data Release 2: Cross-correlation with the cosmic microwave background
- Shan--Chen interacting vacuum cosmology
- Cosmological feedback from a halo assembly perspective
- A representation learning approach to probe for dynamical dark energy in matter power spectra
- Self-interacting neutrinos, the Hubble parameter tension, and the Cosmic Microwave Background
- Late Time Modification of Structure Growth and the S8 Tension
- Gravitino Cosmology Helped by a Right Handed (S)Neutrino
- Constraining the physics of star formation from CIB-cosmic shear cross-correlations
- Cosmological implications of tracker scalar fields: Testing the evidence for dynamical dark energy with recent data
- CDM cosmology from a type-II minimally modified gravity
- The interacting vacuum and tensions: a comparison of theoretical models
- Constraints on dark matter and astrophysics from tomographic -ray cross-correlations
- KiDS-Legacy: Covariance validation and the unified OneCovariance framework for projected large-scale structure observables
- Interacting dark energy constraints from the full-shape analyses of BOSS DR12 and DES Year 3 measurements
- Cosmology with Galaxy Cluster Properties using Machine Learning
- A roadmap to cosmological parameter analysis with third-order shear statistics II: Analytic covariance estimate
- Forecast of cross-correlation of CSST cosmic shear tomography with AliCPT-1 CMB lensing
- Probing Dark Relativistic Species and Their Interactions with Dark Matter through CMB and 21cm surveys
- Probing interacting dark sector models with future weak lensing-informed galaxy cluster abundance constraints from SPT-3G and CMB-S4
- Mitigating baryonic effects with a theoretical error covariance
- I. Linear Interacting Dark Energy: Analytical Solutions and Theoretical Pathologies
- Coupled Quintessence scalar field model in light of observational datasets
- Quintessential Implications of the presence of AdS in the Dark Energy sector
- Euclid preparation. LIX. Angular power spectra from discrete observations
- Tensions in cosmology: a discussion of statistical tools to determine inconsistencies
- Tracking the validity of the quasi-static and sub-horizon approximations in modified gravity
- Dark Energy Survey Year 3 Results: Constraints on cosmological parameters and galaxy bias models from galaxy clustering and galaxy-galaxy lensing using the redMaGiC sample
- Modern Cosmology, an Amuse-Gueule
- Measuring the matter fluctuations in the Local Universe with the ALFALFA catalog
- Can acoustic and axion-like early dark energy still resolve the Hubble tension?
- On constraining Cosmology and the Halo Mass Function with Weak Gravitational Lensing
- The CIDER simulations: Nonlinear structure formation in the Constrained Interacting Dark Energy Scenario
- The impact of 2D and 3D BAO measurements on the Cosmic Distance Duality Relation with HII galaxies
- Axi-Higgs cosmology: Cosmic Microwave Background and cosmological tensions
- Halo Growth and Merger Rates as a Cosmological Test
- Improved Tomographic Binning of 3x2pt Lens Samples: Neural Network Classifiers and Optimal Bin Assignments
- A Systematic Study of Projection Biases in Weak Lensing Analysis
- KiDS-Legacy: Angular galaxy clustering from deep surveys with complex selection effects
- The CMB lensing imprint of cosmic voids detected in the WISE-Pan-STARRS luminous red galaxy catalog
- Examining the validity of the minimal varying speed of light model through cosmological observations: relaxing the null curvature constraint
- Unveiling the Universe with Emerging Cosmological Probes
- Growth and Geometry Split in Light of the DES-Y3 Survey
- Dynamics of dark energy in a scalar-vector-torsion theory
- Non-parametric reconstructions of cosmic curvature: current constraints and forecasts
- Difficulties in reconciling non-negligible differences between the local and cosmological values of the gravitational coupling in extended Brans-Dicke theories
- The DAMIC-M Low Background Chamber
- Reconstructing the parameter space of non-analytical cosmological fixed points
- Can Baby Universe Absorption Explain Dark Energy?
- Enhancing Photometric Redshift Catalogs Through Color-Space Analysis: Application to KiDS-Bright Galaxies
- What is the super-sample covariance? A fresh perspective for second-order shear statistics
- Starlet higher order statistics for galaxy clustering and weak lensing
- What does a cosmological experiment really measure? Covariant posterior decomposition with normalizing flows
- Field-level multiprobe analysis of the CMB, integrated Sachs-Wolfe effect, and the galaxy density maps
- Combining cosmic shear data with correlated photo- uncertainties: constraints from DESY1 and HSC-DR1
- Cosmological parameters from Planck data in SU(2), their local CDM values, and the modified photon Boltzmann equation
- Cluster Assembly Times as a Cosmological Test
- Current and Future constraints on single-field -Attractor model
- Lensing amplitude anomaly and varying electron mass alleviate the Hubble and tensions
- Prospects for disentangling dark matter with weak lensing
- The X-ray Angular Power Spectrum of Extended Sources in the eROSITA Final Equatorial Depth Survey
- Cosmic star formation history with tomographic cosmic infrared background-galaxy cross-correlation
- Constraining cosmological parameters using void statistics from the SDSS survey
- Accurate method for ultralight axion CMB and matter power spectra
- Measuring the speed of light with cosmological observations: current constraints and forecasts
- Mitigating baryon feedback bias in cosmic shear through a theoretical error covariance in the matter power spectrum
- CFHTLenS: Galaxy bias as function of scale, stellar mass, and colour. Conflicts with predictions by semi-analytic models
- Non-local contribution from small scales in galaxy-galaxy lensing: Comparison of mitigation schemes
- Impact of the primordial fluctuation power spectrum on the reionization history
- Constraining Hot Dark Matter Sub-Species with Weak Lensing and the Cosmic Microwave Background Radiation
- Fluctuating Dark Energy and the Luminosity Distance
- Dynamics of Inspiraling Dark Energy
- Tomographic cross correlations between galaxy surveys and the CMB gravitational lensing potential. Effect of the redshift bin mismatch
- Testing Quadratic Maximum Likelihood estimators for forthcoming Stage-IV weak lensing surveys
- Impact of weak lensing on bright standard siren analyses
- Kinematic Lensing with the Roman Space Telescope
- Cosmology and Astrophysics with the Diffuse eRASS1 X-ray Angular Power Spectrum
- Pure-mode correlation functions for cosmic shear and application to KiDS-1000
- Inflation in non-local hybrid metric-Palatini gravity
- Cosmological constraints from galaxy clustering and galaxy-galaxy lensing with extended SubHalo Abundance Matching
- Exponential quintessence with momentum coupling to dark matter
- Convergent Bayesian Global Fits of 4D Composite Higgs Models
- Dynamical Dark Energy and the Unresolved Hubble Tension: Multi-model Constraints from DESI 2025 and Other Probes
- Covariances of density probability distribution functions. Lessons from hierarchical models
- Early dark energy in the pre- and post-recombination epochs
- The COSMOS-Web Lens Survey (COWLS) III: forecasts versus data
- Cool dark sector, concordance, and a low
- Informed total-error-minimizing priors: Interpretable cosmological parameter constraints despite complex nuisance effects
- The Velocity Field Olympics: Assessing velocity field reconstructions with direct distance tracers
- CDM and early dark energy in latent space: a data-driven parametrization of the CMB temperature power spectrum
- Star-Crossed Labours: Checking Consistency Between Current Supernovae Compilations
- Weak Lensing Constraints on Dark Matter-Baryon Interactions with -Body Simulations and Machine Learning
- Numerical implementation of the Cubic Galileon model in PINOCCHIO
- Dark Matter-Radiation Scattering Enhances CMB Phase Shift through Dark Matter-loading
- AMICO galaxy clusters in KiDS-DR3: constraints on CDM from extreme value statistics
- Intrinsic alignments of the extended radio continuum emission of galaxies in the EAGLE simulations
- Optimizing Redshift Distribution Inference through Joint Self-Calibration and Clustering-Redshift Synergy
- Testing the coupling of dark radiations in light of the Hubble tension
- Constraints on Tsallis cosmology using recent low and high redshift measurements
- Model independent variance cancellation in CMB lensing cross-correlations
- Photometric calibration in u-band using blue halo stars
- KiDS-Legacy: Constraints on Horndeski gravity from weak lensing combined with galaxy clustering and cosmic microwave background anisotropies
- Non-linear Eulerian Hydrodynamics of Dark Energy: Riemann problem and Finite Volume Schemes
- Weak Gravitational Lensing
- Screening fifth forces in scalar-vector-tensor theories
- Improving Galaxy Cluster Selection with the Outskirt Stellar Mass of Galaxies
- Model-Agnostic Cosmological Inference with SDSS-IV eBOSS: Simultaneous Probing for Background and Perturbed Universe
- Weak lensing peak statistics -- steepness versus height
- KiDS-1000: Detection of deviations from a purely cold dark matter power spectrum with tomographic weak gravitational lensing
- Mapping Variations of Redshift Distributions with Probability Integral Transforms
- Cosmological Constraints with Void Lensing I: the Simulation-Based Inference Framework
- A frequentist view on the two-body decaying dark matter model
- The RSD Sorting Hat: Unmixing Radial Scales in Projection
- Euclid preparation. Improving cosmological constraints using a new multi-tracer method with the spectroscopic and photometric samples
- Disentangling the Halo: Joint Model for Measurements of the Kinetic Sunyaev-Zeldovich Effect and Galaxy-Galaxy Lensing
- Interacting dark sector with quadratic coupling: theoretical and observational viability
- The Gravitational Lensing Imprints of DES Y3 Superstructures on the CMB: A Matched Filtering Approach
- Intrinsic alignment from multiple shear estimates: A first application to data and forecasts for Stage IV
- Nonlinear Matter Power Spectrum from relativistic -body Simulations: CDM versus CDM
- Assembly bias in quadratic bias parameters of dark matter halos from forward modeling
- The frozen vanilla model: Exploring dark sector interactions with delta effective theories
- The AIDA-TNG project: 3D halo shapes
- Role of Spatial Curvature in a Dark Energy Interacting Model
- Results and forecasts on cosmic inflation from weak lensing
- On the Outskirts of Dark Matter Haloes
- Impact of Large-Scale Structure Systematics on Cosmological Parameter Estimation
- Bounds on galaxy stochasticity from halo occupation distribution modeling
- Solving an Interacting Quintessence Model with a Sound Horizon Initial Condition and its Observational Constraints
- Parameter inference with non-linear galaxy clustering: accounting for theoretical uncertainties
- Stirring the cosmic pot: how black hole feedback shapes the matter power spectrum in the Fable simulations
- Data-driven Cosmology from Three-dimensional Light Cones
- 6x2pt: Forecasting gains from joint weak lensing and galaxy clustering analyses with spectroscopic-photometric galaxy cross-correlations
- Line-of-sight effects on double source plane lenses
- Dark Energy Survey Year 3 results: Galaxy-halo connection from galaxy-galaxy lensing
- Mapping luminous and dark matter in the Universe
- Do JWST reionization (optical depth) puzzle, cosmological tensions, and CMB anomalies imply Harrison-Zel'dovich spectrum?
- On the tomographic cluster clustering as a cosmological probe
- Lensing Without Borders. I. A Blind Comparison of the Amplitude of Galaxy-Galaxy Lensing Between Independent Imaging Surveys
- Weighing Cosmic Structures with Clusters of Galaxies and the Intergalactic Medium
- Galaxy clustering in modified gravity from full-physics simulations. I: two-point correlation functions
- One Galaxy Sample to Rule Them All: Halo Occupation Distribution Modeling of DES Year 3 Source Galaxies
- Cosmological constraints on mass-varying dark matter
- Constraining decaying dark matter with BOSS data and the effective field theory of large-scale structures
- Momentum transfer models of interacting dark energy
- Apparent and a Lower from Dark Axion and Dark Baryons Interactions
- A New Wavelet Scattering Transform-Based Statistic for Cosmological Analysis of Large-Scale Structure
- Probing Time-Varying Dark Energy with DESI: The Crucial Role of Precision Matter Density (Ω_{m0}) Measurements
- Denoising weak lensing mass maps with diffusion model: systematic comparison with generative adversarial network
- Power Spectrum Emulators from Neural Networks and Tree-Based Methods
- Cosmological measurements from the CMB and BAO are insensitive to the tail probability in the assumed likelihood
- Galaxy Clustering in Harmonic Space from the Dark Energy Survey Year 1 Data: Compatibility with Real-Space Results
- STRAWBERRY: Finding haloes in the gravitational potential
- A step in the right direction? Analyzing the Wess Zumino Dark Radiation solution to the Hubble tension
- First measurement of the Hubble constant from a combined weak lensing and gravitational-wave standard siren analysis
- From Nonparametric Distance Reconstruction to Testing the Etherington Relation and Cosmic Curvature Using 2D and 3D BAO Measurements
- Exploring Late-Time Cosmic Acceleration in VCDM Cosmology
- Layered dark structure with a Structuring Field: A -symmetric Inert Doublet-Singlet realization and implications for the tension
- Dusty Clump Survival in Supernova Ejecta: Dust-Mediated Growth vs. Crushing by the Reverse Shock
- Revisiting Galaxy Cluster Scaling Relations through Dark Matter-Gas Coherence: Scatter Dependence on Dynamical State
- Cosmic backgrounds from the radio to the far-infrared: recent results and perspectives from cosmological and astrophysical surveys
- Effective CDM model emerging from under a special EOS limit in symmetric cosmology with Bayesian and ANN observational constraints
- The Covariance of Photometric and Spectroscopic Two-Point Statistics: Implications for Cosmological Parameter Inference
- Replicating weak-lensing summary-statistic covariances with normalizing flows
- Non-Gaussian likelihood of weak lensing power spectra
- Interacting dark energy from redshift-space galaxy clustering
- Response approach to the integrated shear 3-point correlation function: the impact of baryonic effects on small scales
- Background-level reconstruction of scalar-field potentials from dark-energy histories and comparison with analytic potential families
- Statistical consistency of sign-switching vacuum energy with cosmological observations
- Redshift Duality with Pantheon+SH0ES in a Planck-anchored Flat CDM Framework: Implications for Hubble Tension and Observational Inference
- Geometric Matching of Local Static Regions in Cosmological Spacetimes with an Evolving Lapse
- Revisiting the equation of state of dark energy from DESI BAO with SNe Ia and CMB
- Signatures of Extended Dark Energy Parametrisations in Structure Formation under Background Constraints
- Advancing weak lensing mass mapping with a mask-aware HEALPix transformer
- Emulating redshift mixing due to blending in weak gravitational lensing
- Improving Photometric Galaxy Clustering Constraints With Cross-Bin Correlations
- A model-independent test of speed of light variability with cosmological observations
- Dark Energy Survey Year 3 results: Cosmology with peaks using an emulator approach
- Cosmological implications of the full shape of anisotropic clustering measurements in BOSS and eBOSS
- FuGa3D: Fast full-sky analysis of Galaxy catalogs in 3D
- On the road to percent accuracy VI: the nonlinear power spectrum for interacting dark energy with baryonic feedback and massive neutrinos
- Current constraints on the minimally extended varying speed of light model through the cosmic distance duality relation
- Superhorizon isocurvature fluctuations relax tensions
- Matching Bayesian and frequentist coverage probabilities when using an approximate data covariance matrix
- Testing the growth of cosmic structures during the Dark Ages
- Interpretability of deep-learning methods applied to large-scale structure surveys
- Halo spin and orientation in Interacting Dark Matter Dark Energy Cosmology
- Void spin distribution as a powerful probe of
- Complete Classification of Analytical Models in Einstein-Aether Cosmology
- Cosmology with the Roman Space Telescope -- Synergies with CMB lensing
- Cross-correlations between mm-wave line-intensity mapping and weak lensing surveys: preliminary consideration of long-term prospects
- Non-linear infusion of intrinsic alignment and source clustering: impact on non-Gaussian cosmic shear statistics
- An effective fluid description of scalar-vector-tensor theories under the sub-horizon and quasi-static approximations
- Bayesian and Machine-Learning Analyses of Nonminimal Gravity and Tension
- Spectral distortions in the decaying QCD dark matter scenario
- Systematics mitigation for catalogue-based angular power spectra
- Intrinsic alignments of galaxies in multiple projections
- Detecting Local and Integrated Relativistic Effects by Multi-Tracing a Single Galaxy Population in Harmonic Space