The DEEP2 Galaxy Redshift Survey: Design, Observations, Data Reduction, and Redshifts
arXiv:1203.3192 · doi:10.1088/0067-0049/208/1/5
Abstract
We describe the design and data sample from the DEEP2 Galaxy Redshift Survey, the densest and largest precision-redshift survey of galaxies at z ~ 1 completed to date. The survey has conducted a comprehensive census of massive galaxies, their properties, environments, and large-scale structure down to absolute magnitude M_B = -20 at z ~ 1 via ~90 nights of observation on the DEIMOS spectrograph at Keck Observatory. DEEP2 covers an area of 2.8 deg^2 divided into four separate fields, observed to a limiting apparent magnitude of R_AB=24.1. Objects with z < 0.7 are rejected based on BRI photometry in three of the four DEEP2 fields, allowing galaxies with z > 0.7 to be targeted ~2.5 times more efficiently than in a purely magnitude-limited sample. Approximately sixty percent of eligible targets are chosen for spectroscopy, yielding nearly 53,000 spectra and more than 38,000 reliable redshift measurements. Most of the targets which fail to yield secure redshifts are blue objects that lie beyond z ~ 1.45. The DEIMOS 1200-line/mm grating used for the survey delivers high spectral resolution (R~6000), accurate and secure redshifts, and unique internal kinematic information. Extensive ancillary data are available in the DEEP2 fields, particularly in the Extended Groth Strip, which has evolved into one of the richest multiwavelength regions on the sky. DEEP2 surpasses other deep precision-redshift surveys at z ~ 1 in terms of galaxy numbers, redshift accuracy, sample number density, and amount of spectral information. We also provide an overview of the scientific highlights of the DEEP2 survey thus far. This paper is intended as a handbook for users of the DEEP2 Data Release 4, which includes all DEEP2 spectra and redshifts, as well as for the publicly-available DEEP2 DEIMOS data reduction pipelines. [Abridged]
submitted to ApJS; data products available for download at http://deep.berkeley.edu/DR4/
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- The evolution of the [OII], Hβ and [OIII] emission-line luminosity functions over the last nine billions years
- Global Properties of M31's Stellar Halo from the SPLASH Survey: III. Measuring the Stellar Velocity Dispersion Profile
- SHELS: Complete Redshift Surveys of Two Widely Separated Fields
- Elemental Abundances in M31: First Alpha and Iron Abundance Measurements in M31's Giant Stellar Stream
- Investigating evidence for different black hole accretion modes since redshift z~1
- The miniJPAS survey: the photometric redshift catalogue
- Salpeter normalization of the Stellar Initial Mass Function for massive galaxies at z~1
- The Most Massive Ultra-Compact Dwarf Galaxy in the Virgo Cluster
- Evolution of the Stellar Mass--Metallicity Relation - I: Galaxies in the z~0.4 Cluster Cl0024
- KiDS-i-800: Comparing weak gravitational lensing measurements in same-sky surveys
- Establishing a New Technique for Discovering Large-Scale Structure Using the ORELSE Survey
- The Next Generation Virgo Cluster Survey (NGVS). XXXV. First Kinematical Clues of Overly-Massive Dark Matter Halos in Several Ultra-Diffuse Galaxies in the Virgo Cluster
- The Next Generation Virgo Cluster Survey. XV. The photometric redshift estimation for background sources
- HR-Cosmos: Kinematics of Star-Forming Galaxies at z 0.9
- Evolution of the Stellar Mass-Metallicity Relation. II. Constraints on Galactic Outflows from the Mg Abundances of Quiescent Galaxies
- IROCKS: Spatially resolved kinematics of z~1 star forming galaxies
- Texas Spectroscopic Search for Ly Emission at the End of Reionization I. Constraining the Ly Equivalent Width Distribution at 6.0 < < 7.0
- The Detection of [O III]4363 in a Lensed, Dwarf Galaxy at = 2.59: Testing Metallicity Indicators and Scaling Relations at High Redshift and Low Mass
- The VIMOS Public Extragalactic Redshift Survey (VIPERS): from the galaxy clustering ratio measured at
- Stacked CMB lensing and ISW signals around superstructures in the DESI Legacy Survey
- The abundance of compact quiescent galaxies since z ~ 0.6
- The Properties of Radio Galaxies and the Effect of Environment in Large Scale Structures at
- Galaxy-Galaxy Lensing in HSC: Validation Tests and the Impact of Heterogeneous Spectroscopic Training Sets
- The Massive and Distant Clusters of WISE Survey: MOO J1142+1527, A 10 M Galaxy Cluster at z=1.19
- Testing gravity with galaxy-galaxy lensing and redshift-space distortions using CFHT-Stripe 82, CFHTLenS and BOSS CMASS datasets
- Mitigating Systematic Errors in Angular Correlation Function Measurements from Wide Field Surveys
- Identifying Galaxy Mergers in Simulated CEERS NIRCam Images using Random Forests
- Archetype-Based Redshift Estimation for the Dark Energy Spectroscopic Instrument Survey
- The PAU Survey: star-galaxy classification with multi narrow-band data
- A new version of the OCARS catalog of Optical Characteristics of Astrometric Radio Sources
- A Catalog of 71 Coronal Line Galaxies in MaNGA: [NeV] is an Effective AGN Tracer
- Does black-hole growth depend fundamentally on host-galaxy compactness?
- Elemental Abundances in M31: Alpha and Iron Element Abundances from Low-Resolution Resolved Stellar Spectroscopy in the Stellar Halo
- PHIBSS: Exploring the Dependence of the CO-H Conversion Factor on Total Mass Surface Density at
- A new method to improve photometric redshift reconstruction. Applications to the Large Synoptic Survey Telescope
- The COS Absorption Survey of Baryon Harbors: The Galaxy Database and Cross-Correlation Analysis of OVI Systems
- The SDSS-IV extended Baryon Oscillation Spectroscopic Survey: selecting emission line galaxies using the Fisher discriminant
- Leveraging 3D-HST Grism Redshifts to Quantify Photometric Redshift Performance
- On R-W1 as A Diagnostic to Discover Obscured Active Galactic Nuclei in Wide-Area X-ray Surveys
- The Second Data Release of the Beijing-Arizona Sky Survey
- Elemental Abundances in M31: Gradients in the Giant Stellar Stream
- Atomic Gas Scaling Relations of Star-forming Galaxies at
- Assessing the photometric redshift precision of the S-PLUS survey: the Stripe-82 as a test-case
- The First Extensive Spectroscopic Study of Young Stars in the North America and Pelican Nebulae Region
- Combining the CLAUDS & HSC-SSP surveys: U+grizy(+YJHKs) photometry and photometric redshifts for 18M galaxies in the 20 deg2 of the HSC-SSP Deep and ultraDeep fields
- CEERS: Spatially Resolved UV and mid-IR Star Formation in Galaxies at 0.2 < z < 2.5: The Picture from the Hubble and James Webb Space Telescopes
- Environmental dependence of the galaxy stellar mass function in the Dark Energy Survey Science Verification Data
- Large-scale environment of CIV absorption systems -II. Spectroscopy of Lyman- emitters
- Constraint on the time variation of the fine-structure constant with the SDSS-III/BOSS DR12 quasar sample
- Euclid preparation: XII. Optimizing the photometric sample of the Euclid survey for galaxy clustering and galaxy-galaxy lensing analyses
- Implications of the Environments of Radio-detected AGN in a Complex Protostructure at z3.3
- The TREX Survey: Kinematical Complexity Throughout M33's Stellar Disk and Evidence for a Stellar Halo
- Atomic Gas Dominates the Baryonic Mass of Star-forming Galaxies at
- Photometric Classification of 2315 Pan-STARRS1 Supernovae with Superphot
- Lyman-Break Galaxies at in the Subaru Deep Field: Luminosity Function, Clustering and [OIII] Emission
- Catalog of Chromium, Cobalt, and Nickel Abundances in Globular Clusters and Dwarf Galaxies
- Removing Imaging Systematics from Galaxy Clustering Measurements with Obiwan : Application to the SDSS-IV extended Baryon Oscillation Spectroscopic Survey Emission Line Galaxy Sample
- Weak-lensing calibration of a stellar mass-based mass proxy for redMaPPer and Voronoi Tessellation clusters in SDSS Stripe 82
- Galaxy inclination and the IRX-beta relation: Effects on UV star-formation rate measurements at intermediate to high redshifts
- CLEAR: Paschen- Star Formation Rates and Dust Attenuation of Low Redshift Galaxies
- Identifying galaxy groups at high redshift from incomplete spectroscopic data: I. The group finder and application to zCOSMOS
- The Sloan Digital Sky Survey Reverberation Mapping Project: Quasar Host Galaxies at from Image Decomposition
- The Giant Metrewave Radio Telescope Cold-HI AT Survey
- An Extragalactic Spectroscopic Survey of the SSA22 Field
- Evidence for (and Against) Progenitor Bias in the Size Growth of Compact Red Galaxies
- A SLUGGS and Gemini/GMOS combined study of the elliptical galaxy M60: wide-field photometry and kinematics of the globular cluster system
- Discovery of Protoclusters at z~3.7 & 4.9: Embedded in Primordial Superclusters
- A Spectroscopic and Photometric Exploration of the C/M Ratio in the Disk of M31
- [/Fe] Abundances of Four Outer M 31 Halo Stars
- Elemental abundances in M31: [Fe/H] and [α/Fe] in M31 Dwarf Galaxies Using Coadded Spectra
- CIII] Emission in Star-forming Galaxies at z ~ 1
- The ALHAMBRA survey: an empirical estimation of the cosmic variance for merger fraction studies based on close pairs
- Galaxy clusters and groups in the ALHAMBRA Survey
- Construct the emission line galaxy-host halo connection through auto and cross correlations
- Fully stripped? The dynamics of dark and luminous matter in the massive cluster collision MACSJ0553.43342
- The OTELO survey. I. Description, data reduction, and multi-wavelength catalogue
- The HI mass function of star-forming galaxies at
- The Clustering of X-ray Luminous Quasars
- The host galaxy properties of variability selected AGN in the Pan-STARRS1 Medium-Deep Survey
- Searching for Environmental Effects on Galaxy Kinematics in Groups and Clusters at z~1 from the ORELSE Survey
- The Metal Abundances across Cosmic Time () Survey. I. Optical Spectroscopy in the Subaru Deep Field
- HALO7D I: The Line of Sight Velocities of Distant Main Sequence Stars in the Milky Way Halo
- DESCQA: An Automated Validation Framework for Synthetic Sky Catalogs
- On the connection between the metal-enriched intergalactic medium and galaxies: an OVI-galaxy cross-correlation study at
- VICS82: the VISTA-CFHT Stripe 82 near-infrared survey
- The PAU Survey: Intrinsic alignments and clustering of narrow-band photometric galaxies
- [OII] emitters in MultiDark-Galaxies and DEEP2
- A 16 deg survey of emission-line galaxies at z<1.6 from HSC-SSP PDR2 and CHORUS
- The JCMT SCUBA-2 Survey of the James Webb Space Telescope North Ecliptic Pole Time-Domain Field
- The miniJPAS survey: AGN & host galaxy co-evolution of X-ray selected sources
- WEAVE-StePS. A stellar population survey using WEAVE at WHT
- Massive galaxy formation caught in action at z~5 with JWST
- The Kinematics of CIV in Star-Forming Galaxies at z~1.2
- The HectoMAP Redshift Survey: First Data Release
- The ALHAMBRA survey : band luminosity function of quiescent and star-forming galaxies at by PDF analysis
- Galaxy morphoto-Z with neural Networks (GaZNets). I. Optimized accuracy and outlier fraction from Imaging and Photometry
- Physical properties of galaxies: toward a consistent comparison between hydrodynamical simulations and SDSS
- Sparse Representation of Photometric Redshift PDFs: Preparing for Petascale Astronomy
- Elemental Abundances in M31: Properties of the Inner Stellar Halo
- Protocluster detection in simulations of HSC-SSP and the 10-year LSST forecast, using PCcones
- The Triangulum Extended (TREX) Survey: The Stellar Disk Dynamics of M33 as a Function of Stellar Age
- The Stars in M15 Were Born with the r-process
- Main Sequence Scatter is Real: The Joint Dependence of Galaxy Clustering on Star Formation and Stellar Mass
- Improved Mock Galaxy Catalogs for the DEEP2 Galaxy Redshift Survey from Subhalo Abundance and Environment Matching
- Luminous Red Galaxies: Selection and classification by combining optical and infrared photometry
- The SLUGGS Survey: The Inner Dark Matter Density Slope of the Massive Elliptical Galaxy NGC 1407
- Deep ugrizY Imaging and DEEP2/3 Spectroscopy: A Photometric Redshift Testbed for LSST and Public Release of Data from the DEEP3 Galaxy Redshift Survey
- The Subaru FMOS Galaxy Redshift Survey (FastSound). II. The Emission Line Catalog and Properties of Emission Line Galaxies
- The discrepancy between dynamical and stellar masses in massive compact galaxies traces non-homology
- The Pan-STARRS1 Medium-deep Survey: Star Formation Quenching in Group and Cluster Environments
- New Surface Brightness Fluctuations Spectroscopic Technique: NGC4449 and its Stellar Tidal Stream
- X-Ray Emitting Active Galactic Nuclei from z = 0.6-1.3 in the Intermediate and High-Density Environments of the ORELSE Survey
- The VIMOS Public Extragalactic Redshift Survey (VIPERS): On the correct recovery of the count-in-cell probability distribution function
- Probability Friends-of-Friends (PFOF) Group Finder: Performance Study and Observational Data Applications on Photometric Surveys
- Evaluating Tests of Virialization and Substructure Using Galaxy Clusters in the ORELSE Survey
- Galaxy clustering with photometric surveys using PDF redshift information
- The Diversity of Growth Histories of Milky Way-mass Galaxies
- Near-Infrared Survey of the GOODS-North Field: Search for Luminous Galaxy Candidates at z=>6.5
- The Lyman Continuum Escape Fraction of Star-forming Galaxies at from UVCANDELS
- Atomic hydrogen scaling relations at
- Possible Evidence of the Radio AGN Quenching of Neighboring Galaxies at z 1
- TOPz: Photometric redshifts for J-PAS
- Elemental Abundances in M31: Iron and Alpha Element Abundances in M31's Outer Halo
- The Next Generation Virgo Cluster Survey XVI. The Angular Momentum of Dwarf Early-Type Galaxies from Globular Cluster Satellites
- The X-ray-Optical Relations for Nine Clusters at z = 0.7-1.1
- Mass Functions, Luminosity Functions, and Completeness Measurements from Clustering Redshifts
- Line-of-sight velocity and metallicity measurements of the Palomar 5 tidal stream
- Suppressed Star Formation by a Merging Cluster System
- ENISALA: II. Distinct Star Formation and Active Galactic Nucleus Activity in Merging and Relaxed Galaxy Clusters
- Connecting Galactic Outflows and Star Formation: Inferences from H-alpha Maps and Absorption Line Spectroscopy at 1 < z < 1.5
- Central velocity dispersion catalog of LAMOST-DR7 galaxies
- N-body simulations of gravitational redshifts and other relativistic distortions of galaxy clustering
- The Properties of Radio and Mid-infrared Detected Galaxies and the Effect of Environment on the Co-evolution of AGN and Star Formation at
- The Merian Survey: Design, Construction, and Characterization of a Filter Set Optimized to Find Dwarf Galaxies and Measure their Dark Matter Halo Properties with Weak Lensing
- Transitioning from Stage-III to Stage-IV: Cosmology from galaxyCMB lensing and shearCMB lensing
- Mid-Infrared Selected Quasars I: Virial Black Hole Mass and Eddington Ratios
- FIREBall-2: The Faint Intergalactic Medium Redshifted Emission Balloon Telescope
- Probing star formation in galaxies at via a Giant Metrewave Radio Telescope stacking analysis
- Optical-faint, Far-infrared-bright Herschel Sources in the CANDELS Fields: Ultra-Luminous Infrared Galaxies at z>1 and the Effect of Source Blending
- Next Generation Virgo Cluster Survey. XXI. The weak lensing masses of the CFHTLS and NGVS RedGOLD galaxy clusters and calibration of the optical richness
- Constraining the scatter in the galaxy-halo connection at Milky Way masses
- The environmental dependence of X-ray AGN activity at
- Mixture Models for Photometric Redshifts
- Morphological Parameters and Associated Uncertainties for 8 Million Galaxies in the Hyper Suprime-Cam Wide Survey
- Over 500 Days in the Life of the Photosphere of the Type Iax Supernova SN 2014dt
- Baryonic feedback measurement from KV450 cosmic shear analysis
- UNIONS: The impact of systematic errors on weak-lensing peak counts
- Elemental abundances in M31: Individual and Coadded Spectroscopic [Fe/H] and [α/Fe] throughout the M31 Halo with SPLASH
- The MUSE-Wide survey: Three-dimensional clustering analysis of Lyman- emitters at
- The OTELO survey: Nature and mass-metallicity relation for H emitters at
- The relationship between gas and galaxies at z<1 using the Q0107 quasar triplet
- Insufficient Gas Accretion Caused the Decline in Cosmic Star-Formation Activity 8 Billion Years Ago
- Discovering Large-Scale Structure at in the C3VO Survey
- Gaussian Process Classification for Galaxy Blend Identification in LSST
- Can We Detect the Color-Density Relation with Photometric Redshifts?
- J-NEP: 60-band photometry and photometric redshifts for the James Webb Space Telescope North Ecliptic Pole Time-Domain Field
- The miniJPAS survey quasar selection II: Machine learning classification with photometric measurements and uncertainties
- Using GAMA to probe the impact of small-scale galaxy physics on nonlinear redshift-space distortions
- No evidence for feedback: Unexceptional Low-ionization winds in Host galaxies of Low Luminosity Active Galactic Nuclei at Redshift z ~1
- Estimation of Photometric Redshifts. I. Machine Learning Inference for Pan-STARRS1 Galaxies Using Neural Networks
- MC^2: A deeper look at ZwCl 2341.1+0000 with Bayesian galaxy clustering and weak lensing analyses
- The ALHAMBRA survey : Estimation of the clustering signal encoded in the cosmic variance
- Impact of tidal environment on galaxy clustering in GAMA
- pop-cosmos: Scaleable inference of galaxy properties and redshifts with a data-driven population model
- Relativistic Effects on Galaxy Redshift Samples due to Target Selection
- Probing nuclear activity versus star formation at z~0.8 using near-infrared multi-object spectroscopy
- Machine learning synthetic spectra for probabilistic redshift estimation: SYTH-Z
- Kinematics and Metallicity of Red Giant Branch Stars in the Northeast Shelf of M31
- Core-collapse Supernovae in the Dark Energy Survey: Luminosity Functions and Host Galaxy Demographics
- KiDS+VIKING-450: An internal-consistency test for cosmic shear tomography with a colour-based split of source galaxies
- Linking galaxies to dark matter haloes at : dependence of galaxy clustering on stellar mass and specific star formation rate
- Cosmic Filaments from Cosmic Strings
- High resolution tomography for galaxy spectroscopic surveys with angular redshift fluctuations
- Measuring galaxy [OII] emission line doublet with future ground-based wide-field spectroscopic surveys
- Spectroscopic confirmation of the dwarf spheroidal galaxy d0944+71 as a member of the M81 group of galaxies
- The nature of H-selected galaxies along the large-scale structure at z=0.4 revealed by Subaru Hyper Suprime-Cam survey
- A study of the HI gas fractions of galaxies at z ~ 1
- Star Formation In The Cluster Merger DLSCL J0916.2+2953
- Unveiling the radio counterparts of two binary AGN candidates: J1108+0659 and J1131-0204
- VEXAS: VISTA EXtension to Auxiliary Surveys -- Data Release 2: Machine-learning based classification of sources in the Southern Hemisphere
- Angular clustering of z~2 star-forming and passive galaxies in 2.5 square degrees of deep CFHT imaging
- The Baltimore Oriole's Nest: Cool Winds from the Inner and Outer Parts of a Star-Forming Galaxy at z=1.3
- ALMA Lensing Cluster Survey: A spectral stacking analysis of [CII] in lensed galaxies
- Segregation effects in DEEP2 galaxy groups
- The PAU Survey: Narrow-band image photometry
- Mass Calibration of Galaxy Clusters at Redshift 0.1-1.0 using Weak Lensing in the Sloan Digital Sky Survey Stripe 82 Co-add
- X-ray Luminosity Function of Quasars at 3<z<5 from XMM-Newton Serendipitous Survey Data
- PAC in DESI. I. Galaxy Stellar Mass Function into the Frontier
- Towards -cm intensity mapping at with uGMRT using the tapered gridded estimator II: Cross-polarization power spectrum
- The PAU Survey: Photometric redshift estimation in deep wide fields
- Estimation of Photometric Redshifts. II. Identification of Out-of-Distribution Data with Neural Networks
- Inferring redshift and galaxy properties via a multi-task neural net with probabilistic outputs: An application to simulated MOONS spectra
- Resolved SPLASH Chemodynamics in Andromeda's PHAT Stellar Halo and Disk: On the Nature of the Inner Halo Along the Major Axis
- LEGA-C: analysis of dynamical masses from ionized gas and stellar kinematics at z~0.8
- PRIMUS: The Effect of Physical Scale on the Luminosity-Dependence of Galaxy Clustering via Cross-Correlations
- Constraints on the evolutionary mechanisms of massive galaxies since from their velocity dispersions
- Kinematic Lensing Inference I: Characterizing Shape Noise with Simulated Analyses
- Validation of Emission-Line Galaxies Target Selection Algorithms for the Dark Energy Spectroscopic Instrument Using the MMT Binospec
- Improved Tomographic Binning of 3x2pt Lens Samples: Neural Network Classifiers and Optimal Bin Assignments
- The Dwarf Galaxy Population at : A Catalog of Emission Lines and Redshifts from Deep Keck Observations
- Learning Spectral Templates for Photometric Redshift Estimation from Broadband Photometry
- Emission Line Predictions for Mock Galaxy Catalogues: a New Differentiable and Empirical Mapping from DESI
- X-ray Surface Brightness Profiles of Optically Selected Active Galactic Nuclei: Comparison with X-ray AGN
- The VIMOS Public Extragalactic Redshift Survey (VIPERS): PCA-based automatic cleaning and reconstruction of survey spectra
- Direct determination of oxygen abundances in line emitting star-forming galaxies at intermediate redshift
- Photometric IGM tomography with Subaru/HSC: the large-scale structure of Ly emitters and IGM transmission in the COSMOS field at
- A Generalized Method for Measuring Weak Lensing Magnification With Weighted Number Counts
- The Compilation and Validation of the Spectroscopic Redshift Catalogs for the DESI-COSMOS and DESI-XMMLSS Fields
- Unraveling emission line galaxy conformity at z~1 with DESI early data
- Targeting cluster galaxies for the 4MOST CHANCES Low-z sub-survey with photometric redshifts
- Kinematics and metallicity of the dwarf spheroidal galaxy Andromeda XVIII
- Searching for low-redshift faint galaxies with MMT/Hectospec
- Rejection criteria based on outliers in the KiDS photometric redshifts and PDF distributions derived by machine learning
- The nebular properties of star-forming galaxies at intermediate redshift from the Large Early Galaxy Astrophysics Census
- CLAP. I. Resolving miscalibration for deep learning-based galaxy photometric redshift estimation
- Neutral hydrogen lensing simulations in the Hubble Frontier Fields
- The Neon Gap: Probing Ionization with Dwarf Galaxies at z~1
- The quasar luminosity function at via deep learning and Bayesian information criterion
- The 2.4 m Galaxy Luminosity Function as Measured Using WISE. III. Measurement Results
- The Impact of Inclination-dependent Attenuation on Ultraviolet Star Formation Rate Tracers
- The miniJPAS survey: Maximising the photo-z accuracy from multi-survey datasets with probability conflation
- Environmental impact on star-forming galaxies in a cluster during course of galaxy accretion
- A Large Massive Quiescent Galaxy Sample at z~1.2
- A Complete 16 micron-Selected Galaxy Sample at : Mid-infrared Spectral Energy Distributions
- Disentangling the physical origin of emission line ratio offsets at high redshift with spatially resolved spectroscopy
- Emission-line stars in M31 from the SPLASH and PHAT surveys
- Transients from initial conditions based on Lagrangian perturbation theory in -body simulations II: the effect of the transverse mode
- pop-cosmos: Insights from generative modeling of a deep, infrared-selected galaxy population
- Effect of redshift bin mismatch on cross correlation between DESI Legacy Imaging Survey and Planck CMB lensing potential
- The Stellar Population of Metal-Poor Galaxies at z 0.8 and the Evolution of the Mass-Metallicity Relation
- Towards a constructive multilayer perceptron for regression task using non-parametric clustering. A case study of Photo-Z redshift reconstruction
- Deep Extragalactic VIsible Legacy Survey (DEVILS): First Data Release Covering The D10 (COSMOS) Region
- The Wendelstein Weak Lensing (WWL) pathfinder: Accurate weak lensing masses for Planck clusters
- The OTELO survey: Revealing a population of low-luminosity current/active star-forming galaxies at z
- The nature of the Eastern Extent in the outer halo of M31
- Near-IR narrow-band imaging with CIRCE at the Gran Telescopio Canarias: Searching for Ly-emitters at
- Properties of environment around AGN and luminous galaxy pairs through HSC wide survey
- The SLUGGS survey: a new mask design to reconstruct the stellar populations and kinematics of both inner and outer galaxy regions
- On the Origin of the Strong Optical Variability of Emission-line Galaxies
- Euclid Preparation: XIV. The Complete Calibration of the Color-Redshift Relation (C3R2) Survey: Data Release 3
- Color Transformations of Photometric Measurements of Galaxies in Optical and Near-Infrared Wide-Field Imaging Surveys
- Pz Cats: Photometric redshift catalogs based on DES Y3 BAO sample
- Empirically-Driven Multiwavelength K-corrections At Low Redshift
- Kinematic Lensing Inference II: Cluster Lensing with (1) Galaxies
- The Calibration of Polycyclic Aromatic Hydrocarbon Dust Emission as a Star Formation Rate Indicator in the AKARI NEP Survey
- The HST-Hyperion Survey: Companion Fraction and Overdensity in a z ~ 2.5 Proto-supercluster
- The Jet Paths of Radio AGN and their Cluster Weather
- Non-Sequential Neural Network for Simultaneous, Consistent Classification and Photometric Redshifts of OTELO Galaxies
- Characterising Improvements in Photometric Redshift Probability Density Functions with Galaxy Morphology
- The 2.4 m Galaxy Luminosity Function as Measured Using WISE. II. Sample Selection
- A hierarchical clustering method for quantifying satellite abundance
- Lensing Without Borders. I. A Blind Comparison of the Amplitude of Galaxy-Galaxy Lensing Between Independent Imaging Surveys
- Deep slitless infrared spectroscopic surveys with HST/WFC3
- Two spectroscopically confirmed galaxy structures at z=0.61 and 0.74 in the CFHTLS Deep~3 field
- Gas thermodynamics meets galaxy kinematics: Joint mass measurements for eROSITA galaxy clusters
- DEIMOS Observations of WISE-Selected, Optically Obscured AGNs
- Selecting Clusters and Protoclusters via Stellar Mass Density: II. Application to HSC-SSP Observations
- Initial Mass Function for Massive Galaxies at z1
- NGC 147 Corroborates the Break in the Stellar Mass-Stellar Metallicity Relation for Galaxies
- Using a Neural Network Classifier to Select Galaxies with the Most Accurate Photometric Redshifts
- Machine learning analysis of Photometric data from the Dark Energy Survey
- Redshifts of Objects near 3C 220.3
- Where's Swimmy?: Mining unique color features buried in galaxies by deep anomaly detection using Subaru Hyper Suprime-Cam data
- Determining the Dark Matter distribution in galaxies with Deep Learning
- A Multi-modal Fusion Network for Star-Galaxy Classification from CSST Simulated Datasets
- Star formation at z0.9 from the OTELO survey: A comprehensive view combining deep optical spectroscopy and infrared data
- A Value-added Physical Properties Catalog for Low-redshift Galaxies from DESI Legacy Imaging Surveys DR10
- A Non-parametric Method for the Inference of Halo Occupation Distributions
- Photometric Selection of a Massive Galaxy Catalog with
- Magellan/IMACS spectroscopy of Grus I: A low metallicity ultra-faint dwarf galaxy
- Catalogs of optically-selected clusters and photometric luminous red galaxies from the Hyper Suprime-Cam Subaru Strategic Program final year dataset
- Constraining the AGN tori at cosmic noon using high-resolution JWST imaging and simultaneous SED fitting
- Survival analysis of the optical brightness of GRB host galaxies
- Photometric Redshift Estimation with Convolutional Neural Networks and Galaxy Images: A Case Study of Resolving Biases in Data-Driven Methods
- CNN photometric redshifts in the SDSS at
- The miniJPAS survey quasar selection I: Mock catalogues for classification