The Zwicky Transient Facility: System Overview, Performance, and First Results
arXiv:1902.01932 · doi:10.1088/1538-3873/aaecbe
Abstract
The Zwicky Transient Facility (ZTF) is a new optical time-domain survey that uses the Palomar 48-inch Schmidt telescope. A custom-built wide-field camera provides a 47 deg field of view and 8 second readout time, yielding more than an order of magnitude improvement in survey speed relative to its predecessor survey, the Palomar Transient Factory (PTF). We describe the design and implementation of the camera and observing system. The ZTF data system at the Infrared Processing and Analysis Center provides near-real-time reduction to identify moving and varying objects. We outline the analysis pipelines, data products, and associated archive. Finally, we present on-sky performance analysis and first scientific results from commissioning and the early survey. ZTF's public alert stream will serve as a useful precursor for that of the Large Synoptic Survey Telescope.
Published in PASP Focus Issue on the Zwicky Transient Facility (https://dx.doi.org/10.1088/1538-3873/aaecbe). 21 Pages, 12 Figures
References in corpus (18)
- Gaia Data Release 1. Summary of the astrometric, photometric, and survey properties
- The Zwicky Transient Facility: Data Processing, Products, and Archive
- A Wolf-Rayet-like progenitor of supernova SN 2013cu from spectral observations of a wind
- PTF11iqb: Cool supergiant mass loss that bridges the gap between Type IIn and normal supernovae
- The Zwicky Transient Facility Alert Distribution System
- A Morphological Classification Model to Identify Unresolved PanSTARRS1 Sources: Application in the ZTF Real-Time Pipeline
- Evryscope science: exploring the potential of all-sky gigapixel-scale telescopes
- The IPAC Image Subtraction and Discovery Pipeline for the intermediate Palomar Transient Factory
- The Palomar-Quest Digital Synoptic Sky Survey
- Photometry and Spin Rate Distribution of Small-Sized Main Belt Asteroids
- Small near-Earth asteroids in the Palomar Transient Factory survey: A real-time streak-detection system
- The Outer Halo of the Milky Way as Probed by RR Lyr Variables from the Palomar Transient Facility
- 313 new asteroid rotation periods from Palomar Transient Factory observations
- Optimal Compression of Floating-point Astronomical Images Without Significant Loss of Information
- Large Super-Fast Rotator Hunting Using the Intermediate Palomar Transient Factory
- The Robo-AO software: Fully autonomous operation of a laser guide star adaptive optics and science system
- Period-Color and Amplitude-Color Relations at Maximum and Minimum Light for RR Lyrae Stars in the SDSS Stripe 82 Region
- An Integer Linear Programming Solution to the Telescope Network Scheduling Problem
Cited by in corpus (241)
- The Zwicky Transient Facility: Data Processing, Products, and Archive
- The Zwicky Transient Facility: Science Objectives
- Candidate Electromagnetic Counterpart to the Binary Black Hole Merger Gravitational Wave Event S190521g
- The GROWTH Marshal: A Dynamic Science Portal for Time-Domain Astronomy
- A Fully Automated Integral Field Spectrograph Pipeline for the SEDMachine: pysedm
- Machine Learning for the Zwicky Transient Facility
- Surveying the reach and maturity of machine learning and artificial intelligence in astronomy
- Gaia Photometric Science Alerts
- A very luminous jet from the disruption of a star by a massive black hole
- The Koala: A Fast Blue Optical Transient with Luminous Radio Emission from a Starburst Dwarf Galaxy at
- A highly magnetised and rapidly rotating white dwarf as small as the Moon
- GW190521 may be an intermediate mass ratio inspiral
- ZTF Early Observations of Type Ia Supernovae I: Properties of the 2018 Sample
- Optical follow-up of the neutron star-black hole mergers S200105ae and S200115j
- SNEWS 2.0: A Next-Generation SuperNova Early Warning System for Multi-messenger Astronomy
- Follow-up of the Neutron Star Bearing Gravitational Wave Candidate Events S190425z and S190426c with MMT and SOAR
- Inferring Explosion Properties from Type II-Plateau Supernova Light Curves
- The All-sky Medium Energy Gamma-ray Observatory eXplorer (AMEGO-X) Mission Concept
- Improving Damped Random Walk parameters for SDSS Stripe 82 Quasars with Pan-STARRS1
- The Fate of Binaries in the Galactic Center: The Mundane and the Exotic
- Implications of the search for optical counterparts during the first six months of the Advanced LIGO's and Advanced Virgo's third observing run: possible limits on the ejecta mass and binary properties
- Strong lensing time-delay cosmography in the 2020s
- Extremely low mass ratio contact binaries -- I. the first photometric and spectroscopic investigations of ten systems
- The Birth of a Relativistic Jet Following the Disruption of a Star by a Cosmological Black Hole
- Palomar Gattini-IR: Survey overview, data processing system, on-sky performance and first results
- The SVOM Mission
- SN 2019ehk: A Double-Peaked Ca-rich Transient with Luminous X-ray Emission and Shock-Ionized Spectral Features
- ZTF 18aaqeasu (SN 2018byg): A Massive Helium-shell Double Detonation on a Sub-Chandrasekhar Mass White Dwarf
- The ANTARES Astronomical Time-Domain Event Broker
- Discovery of Highly Blueshifted Broad Balmer and Metastable Helium Absorption Lines in a Tidal Disruption Event
- Luminous Red Novae: population models and future prospects
- The Rotation Curve, Mass Distribution and Dark Matter Content of the Milky Way from Classical Cepheids
- Impact of the SpaceX Starlink Satellites on the Zwicky Transient Facility Survey Observations
- Unicorns and Giraffes in the binary zoo: stripped giants with subgiant companions
- SN2019dge: a Helium-rich Ultra-Stripped Envelope Supernova
- Properties of Type Ibn Supernovae: Implications for the Progenitor Evolution and the Origin of a Population of Rapid Transients
- New Modules for the SEDMachine to Remove Contaminations from Cosmic Rays and Non-target Light: BYECR and CONTSEP
- Anomaly detection in the Zwicky Transient Facility DR3
- Recurring Planetary Debris Transits and Circumstellar Gas around White Dwarf ZTF J03281219
- Close detached white dwarf + brown dwarf binaries: further evidence for low values of the common envelope efficiency
- Pre-discovery Activity of New Interstellar Comet 2I/Borisov Beyond 5 AU
- Magnetic braking saturates: evidence from the orbital period distribution of low-mass detached eclipsing binaries from ZTF
- A new class of Roche lobe-filling hot subdwarf binaries
- Rapid "Turn-on" of type 1 AGN in a quiescent early type galaxy SDSS1115+0544
- Superluminous supernovae: an explosive decade
- Discovery and characterization of five new eclipsing AM CVn systems
- Gaia 18dvy: a new FUor in the Cygnus OB3 association
- Searching for changing-state AGNs in massive datasets -- I: applying deep learning and anomaly detection techniques to find AGNs with anomalous variability behaviours
- A new class of pulsating hot subdwarfs
- Limits on the Electromagnetic Counterpart to S190814bv
- Dust Reverberation Mapping in Distant Quasars from Optical and Mid-Infrared Imaging Surveys
- AT 2019avd: A novel addition to the diverse population of nuclear transients
- A Black Hole X-ray Binary at 100 Hz: Multiwavelength Timing of MAXI J1820+070 with HiPERCAM and NICER
- BASS XXXIX: Swift-BAT AGN with changing-look optical spectra
- Peculiar-velocity cosmology with Types Ia and II supernovae
- Features of Accretion-phase Gravitational-wave Emission from Two-dimensional Rotating Core-collapse Supernovae
- Bridging the gap -- the disappearance of the intermediate period gap for fully convective stars, uncovered by new ZTF rotation periods
- Accretion Disk Size Measurements of Active Galactic Nuclei Monitored by the Zwicky Transient Facility
- Confirming new changing--look AGNs discovered through optical variability using a random-forest based light curve classifier
- SN 2020jfo: A short plateau Type II supernova from a low mass progenitor
- The wide-field infrared transient explorer (WINTER)
- The Host Galaxies of Rapidly Evolving Transients in the Dark Energy Survey
- Transient-optimised real-bogus classification with Bayesian Convolutional Neural Networks -- sifting the GOTO candidate stream
- 2900 square degree search for the optical counterpart of short gamma-ray burst GRB 180523B with the Zwicky Transient Facility
- Luminous Red Nova AT 2019zhd, a new merger in M 31
- Velocity-resolved Reverberation Mapping of Changing-look Active Galactic Nucleus NGC~4151 During Outburst Stage: Evidence for Kinematics Evolution of Broad-line Region
- ZTF18aalrxas: A Type IIb Supernova from a very extended low-mass progenitor
- Gravitational Self-Lensing in Populations of Massive Black Hole Binaries
- Constraining Type Ia supernova explosions and early flux excesses with the Zwicky Transient Factory
- Unsupervised machine learning for transient discovery in Deeper, Wider, Faster light curves
- The Tsinghua University-Ma Huateng Telescopes for Survey: Overview and Performance of the System
- The final months of massive star evolution from the circumstellar environment around SN Ic 2020oi
- Observational insights on the origin of giant low surface brightness galaxies
- A Swift Fix for Nuclear Outbursts
- Orbital Foregrounds for Ultra-Short Duration Transients
- An Extreme X-ray Variability Event of a Weak-Line Quasar
- The Luminosity Function of Tidal Disruption Flares for the ZTF-I Survey
- Classifying Single Stars and Spectroscopic Binaries Using Optical Stellar Templates
- Comprehensive Listing of 156 Reliable Orbital Periods for Novae, Including 49 New Periods
- Sensitive Chandra coverage of a representative sample of weak-line quasars: revealing the full range of X-ray properties
- Establishing Earth's Minimoon Population through Characterization of Asteroid 2020 CD
- The Hyper Suprime-Cam SSP Transient Survey in COSMOS: Overview
- The Prospects of Finding Tidal Disruption Events with 2.5-Metre Wide-Field Survey Telescope (WFST) Based on Mock Observations
- A Twilight Search for Atiras, Vatiras and Co-orbital Asteroids: Preliminary Results
- The double-peaked type Ic Supernova 2019cad: another SN 2005bf-like object
- A dynamically discovered and characterized non-accreting neutron star -- M dwarf binary candidate
- Light curve classification with recurrent neural networks for GOTO: dealing with imbalanced data
- Discovery of ATLAS17jrp as an Optical, X-ray and Infrared Bright TDE in a Star-forming Galaxy
- AT2018kzr: the merger of an oxygen-neon white dwarf and a neutron star or black hole
- SN 2018gjx reveals that some SNe Ibn are SNe IIb exploding in dense circumstellar material
- Doubly eclipsing systems
- Multiple Outbursts of Asteroid (6478) Gault
- Complementarity of Peculiar Velocity Surveys and Redshift Space Distortions for Testing Gravity
- Binary evolution pathways of Blue Large-Amplitude Pulsators
- Swift/UVOT follow-up of Gravitational Wave Alerts in the O3 era
- Deep Neural Network Classifier for Variable Stars with Novelty Detection Capability
- Tidal disruption events in post-starburst galaxies: the importance of a complete stellar mass function
- Simulating highly-eccentric common envelope jets supernova (CEJSN) impostors
- Low luminosity Type II supernovae III. SN 2018hwm, a faint event with an unusually long plateau
- Initial Characterization of Active Transitioning Centaur, P/2019 LD2 (ATLAS), using Hubble, Spitzer, ZTF, Keck, APO and GROWTH Visible & Infrared Imaging and Spectroscopy
- The Zwicky Transient Facility phase I sample of hydrogen-rich superluminous supernovae without strong narrow emission lines
- Variability, periodicity and contact binaries in WISE
- A ZTF Look at Optical Variability of Young Stellar Objects in the North America and Pelican Nebulae Complex
- The discovery and characterization of a kilometre sized asteroid inside the orbit of Venus
- Zwicky Transient Facility constraints on the optical emission from the nearby repeating FRB 180916.J0158+65
- A systematic study on the rise time-peak luminosity relation for bright optical transients powered by wind shock breakout
- A 62-minute orbital period black widow binary in a wide hierarchical triple
- LSQ13ddu: A rapidly-evolving stripped-envelope supernova with early circumstellar interaction signatures
- New Variable Hot Subdwarf Stars Identified from Anomalous Gaia Flux Errors, Observed by TESS, and Classified via Fourier Diagnostics
- NuSTAR Observations of Intrinsically X-ray Weak Quasar Candidates: An Obscuration-Only Scenario
- Towards Efficient Detection of Small Near-Earth Asteroids Using the Zwicky Transient Facility (ZTF)
- The ASAS-SN Catalog of Variable Stars VIII: "Dipper" Stars in the Lupus Star-Forming Region
- The Type 1 and Type 2 AGN dichotomy according to their ZTF optical variability
- Characterising eclipsing white dwarf M dwarf binaries from multi-band eclipse photometry
- A code for robust astrometric solution of astronomical images
- Minute-cadence Observations of the LAMOST Fields with the TMTS: I. Methodology of Detecting Short-period Variables and Results from the first-year Survey
- Evidence that short period AM CVn systems are diverse in outburst behaviour
- Of Harbingers and Higher Modes: Improved gravitational-wave early-warning of compact binary mergers
- The Kitt Peak Electron Multiplying CCD demonstrator
- A Systematic Exploration of Kilonova Candidates from Neutron Star Mergers During the Third Gravitational Wave Observing Run
- The Gravitational-wave Optical Transient Observer (GOTO)
- Identifying Blue Large Amplitude Pulsators from Gaia DR2 & ZTF DR3
- The Nova KT Eri Is a Recurrent Nova With a Recurrence Time-Scale of 40-50 Years
- Intermediate Luminosity Red Transients by Black Holes Born from Erupting Massive Stars
- An H-alpha survey of the host environments of 77 type IIn supernovae within z<0.02
- SN 2018hti: a nearby superluminous supernova discovered in a metal-poor galaxy
- Discovery of hot subdwarfs with extremely high carbon and oxygen abundances
- A WISE view on extreme AGB stars
- Zwicky Transient Facility and Globular Clusters: The Period-Luminosity and Period-Wesenheit Relations for Type II Cepheids
- A dense star in a 51-minute orbital period eclipsing binary
- Gaia 20eae: A newly discovered episodically accreting young star
- -band photometry of asteroids from ASAS-SN: Finding asteroids with slow spin
- The VVV Infrared Variability Catalog (VIVA-I)
- Extremely energetic supernova explosions embedded in a massive circumstellar medium: the case of SN 2016aps
- The OmegaWhite Survey for Short-Period Variable Stars VII: High amplitude, short period blue variables
- An 18.9-minute Blue Large-Amplitude Pulsator Crossing the 'Hertzsprung Gap' of Hot Subdwarfs
- A Roche Lobe-filling hot Subdwarf and White Dwarf Binary: possible detection of an ejected common envelope
- Testing Gravity Using Type Ia Supernovae Discovered by Next-Generation Wide-Field Imaging Surveys
- RINGO3 polarimetry of very young ZTF supernovae
- A Rapid and Large-Amplitude X-ray Dimming Event in a z ~ 2.6 Radio-Quiet Quasar
- SN 2020ank: a bright and fast-evolving H-deficient superluminous supernova
- Enhancement of Double-Close-Binary Quadruples
- Ultra-deep tidal disruption events: prompt self-intersections and observables
- First Detection of Two Superoutbursts during Rebrightening Phase of a WZ Sge-type Dwarf Nova: TCP J21040470+4631129
- Outbursting Young Stellar Object PGIR 20dci in the Perseus Arm
- The Discovery of Two LISA Sources within 0.5 kpc
- Discovery of Extreme, Roughly-Daily Superflares on the Recurrent Nova V2487 Oph
- The Donor of the Black-Hole X-Ray Binary MAXI J1820+070
- Supernova Siblings and their Parent Galaxies in the Zwicky Transient Facility Bright Transient Surve
- Four new deeply-eclipsing white dwarfs in ZTF
- Improving estimates of the growth rate using galaxy-velocity correlations: a simulation study
- SuperWASP Variable Stars: Classifying Light Curves Using Citizen Science
- AXS: A framework for fast astronomical data processing based on Apache Spark
- Simultaneous observations of the northern TESS sectors by the Zwicky Transient Facility
- Discovering Strongly-lensed QSOs From Unresolved Light Curves
- The detection efficiency of type Ia supernovae from the Zwicky Transient Facility: Limits on the intrinsic rate of early flux excesses
- The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves
- Cosmology Requirements on Supernova Photometric Redshift Systematics for Rubin LSST and Roman Space Telescope
- MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition
- The radial distribution of supernovae compared to star formation tracers
- The Interaction of Supernova 2018evt with a Substantial Amount of Circumstellar Matter -- An SN1997cy-like Event
- Binaries with possible compact components discovered from the LAMOST Time-Domain Survey of four 2 plates
- Binary neutron star merger in common envelope jet supernovae
- A Step towards Unveiling the Nature of Three Cataclysmic Variables: LS Cam, V902 Mon, and SWIFT J0746.3-1608
- HEALPix Alchemy: Fast All-Sky Geometry and Image Arithmetic in a Relational Database for Multimessenger Astronomy Brokers
- Tails: Chasing Comets with the Zwicky Transient Facility and Deep Learning
- Deep Drilling in the Time Domain with DECam: Survey Characterization
- The sustained post-outburst brightness of Nova Per 2018, the evolved companion, and the long orbital period
- Optical Rebrightening of Extragalactic Transients from the Zwicky Transient Facility
- The Rate and Spatial Distribution of Novae in M31 as Determined by a Twenty-Year Survey
- ROME/REA: A gravitational microlensing search for exo-planets beyond the snow-line on a global network of robotic telescopes
- Web application for galaxy-targeted follow-up of electromagnetic counterparts to gravitational wave sources
- Post maximum light and late time optical imaging polarimetry of type I superluminous supernova 2020znr
- A Systematic Study Of Superluminous Supernova Lightcurve Models Using Clustering
- DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multi-resolution Images
- Searching for Axion-Like Particles from Core-Collapse Supernovae with Fermi LAT's Low Energy Technique
- Deep Transfer Learning for Classification of Variable Sources
- CO observations toward HI-rich Ultra Diffuse Galaxies
- Comparing Moment-Based and Monte Carlo Methods of Radiation Transport Modeling for Type II-Plateau Supernova Light Curves
- Zwicky Transient Facility and Globular Clusters: The Period-Luminosity and Period-Wesenheit Relations for Anomalous Cepheids Supplemented with Large Magellanic Cloud Sample
- A Multi-wavelength search for Black Widows and Redbacks counterparts of candidate -ray millisecond pulsars
- Tidally excited oscillations in hot white dwarfs
- Transient radio emission from low-redshift galaxies at z<0.3 revealed by VLASS and FIRST surveys
- Zwicky Transient Facility and Globular Clusters: the Period-Luminosity and Period-Luminosity-Color Relations for Late-Type Contact Binaries
- Formation and fate of low metallicity stars in IllustrisTNG50
- THA 15-31: Discovery with VLT/X-Shooter and Swift/UVOT of a new symbiotic star of the accreting-only variety
- Transitional events in the spectrophotometric regime between stripped envelope and superluminous supernovae
- SN 2020cpg: an energetic link between type IIb and Ib supernovae
- Dust and the intrinsic spectral index of quasar variations: hints of finite stress at the innermost stable circular orbit
- Luminous Optical and X-ray Flaring of the Putative Redback Millisecond Pulsar 1FGL J0523.52529
- Identifying RR Lyrae in the ZTF DR3 dataset
- Machine Learning based search for Cataclysmic Variables within Gaia Science Alerts
- The Hubble Catalog of Variables (HCV)
- Asteroid spin-states of a 4 Gyr collisional family
- Confirmation of Monoperiodicity Above 20 Seconds for Two Blue Large-Amplitude Pulsators
- Investigation of a likely orbital periodicity of Nova Hercules 2021 in X-rays and gamma-rays
- Gravitational microlensing events from the first year of the northern Galactic plane survey by the Zwicky Transient Facility
- SNGuess: A method for the selection of young extragalactic transients
- Identifying Candidate Optical Variables Using Gaia Data Release 2
- Short Duration Accretion States of Polars as seen in TESS and ZTF data
- Perfecting our set of spectrophotometric standard DA white dwarfs
- HO Puppis: Not a Be Star but a Newly Confirmed IW And-Type Star
- A survey for variable young stars with small telescopes: III -- Warm spots on the active star V1598Cyg
- COol Companions ON Ultrawide orbiTS (COCONUTS). III. A Very Red L6 Benchmark Brown Dwarf around a Young M5 Dwarf
- The Next Generation of Cosmological Measurements with Type Ia Supernovae
- Possible evidence of hydrogen emission in the first-overtone and multi-mode RR Lyrae variables
- Automated Transient Detection with Shapelet Analysis in Image-subtracted Data
- Detecting and Monitoring Tidal Dissipation of Hot Jupiters in the Era of SiTian
- A systematic study of spiral density waves in the accretion discs of Cataclysmic Variables
- How long can LBVs sleep? A long-term photometric vaiability and spectral study of the Galactic candidate luminous blue variable MN112
- Combining Astrometry and Elemental Abundances: The Case of the Candidate Pre-Gaia Halo Moving Groups G03-37, G18-39, and G21-22
- Characterization of Supernovae Based on the Spectral-Temporal Energy Distribution: Possible two SN Ib Subtypes
- AT 2020iko: a WZ Sge-type DN candidate with an anomalous precursor event
- New Massive Contact Twin Binary in a Radio-quiet HII Region Associated with the M17 Complex
- Detections of simultaneous brightening of gamma-ray and optical emissions of a distant blazar GB 1508+5714 at redshift 4.3
- A photometric study of two contact binaries: CRTS J025408.1+265957 and CRTS J012111.1+272933
- Emergence of a new HI 21-cm absorption component at z~1.1726 towards the gamma-ray blazar PKS~2355-106
- A Mid-infrared Flare in the Seyfert Galaxy NGC 3786: A Changing-look Event Triggered by an Obscured Tidal Disruption Event?
- Multimessenger Astronomy with Neutrinos
- Comet 240P/NEAT is Stirring
- PNV J00444033+4113068: early superhumps with 0.7 mag amplitude and non-red color
- A Search for Extra-Tidal RR Lyrae in the Globular Cluster NGC 5024 and NGC 5053
- X-ray observation of the Roche-lobe filling white dwarf plus hot subdwarf system ZTF J213056.71+442046.5
- Multiple flares caused by mass ejection episodes during the advanced nebular phase of Nova Scuti 2019
- An Analytic, Fully Relativistic Framework for Tidal Disruption Event Streams in Schwarzschild Geometry
- Modeling GRB 170202A fireball from continuous observations with the Zadko and the Virgin Island Robotic Telescopes
- El-CID: A filter for Gravitational-wave Electromagnetic Counterpart Identification
- New Insights into Time Series Analysis IV: Panchromatic and Flux Independent Period Finding Methods
- Long-term evolution of a supernova remnant hosting a double neutron star binary
- Blueshifted hydrogen emission and shock wave of RR Lyrae variables in SDSS and LAMOST
- Zwicky Transient Facility and Globular Clusters: Calibration of the gr-Band Absolute Magnitudes for the Yellow Post-Asymptotic-Giant-Branch Stars
- Reverberation Mapping of Two Luminous Quasars: the Broad-line Region Structure and Black Hole Mass
- Activity and Rotation of Nearby Field M Dwarfs in the TESS Southern Continuous Viewing Zone
- Discovery and analysis of three magnetic hot subdwarf stars: evidence for merger-induced magnetic fields
- Microlensing Events in the Galactic Plane Using the Zwicky Transient Facility
- Progenitor and Close-In Circumstellar Medium of Type II Supernova 2020fqv from High-Cadence Photometry and Ultra-Rapid UV Spectroscopy
- Faintest of them all : ZTF 21aaoryiz/SN 2021fcg -- Discovery of an extremely low luminosity type Iax supernova
- SN 2019va: A Type IIP Supernova with Large Influence of Nickel-56 Decay on the Plateau-phase Light Curve
- The Search for a Counterpart to NuSTAR J053449+2126.0
- Optical Time-Series Photometry of the Symbiotic Nova V1835 Aquilae
- Zwicky Transient Facility and Globular Clusters: The RR Lyrae gri-Band Period-Luminosity-Metallicity and Period-Wesenheit-Metallicity Relations