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Publications

To submit a new publication or update an existing one, please use this form. We aim to post links to published papers that can be accessed by the public. Articles accepted for publication but not yet published are also fine.

Space

Andromeda Project (4)

Panchromatic Hubble Andromeda Treasury XVIII. The High-mass Truncation of the Star Cluster Mass Function, Johnson+, 2017

Panchromatic Hubble Andromeda Treasury XVI. Star Cluster Formation Efficiency and the Clustered Fraction of Young Stars, Johnson+, 2016

The High-mass Stellar Initial Mass Function in M31 Clusters, Weisz+, 2015

PHAT Stellar Cluster Survey. II. Andromeda Project Cluster Catalog, Johnson+, 2015

Backyard Worlds: Planet 9 (17)

New Candidate Extreme T Subdwarfs from the Backyard Worlds: Planet 9 Citizen Science Project, Meisner+, 2021

Backyard Worlds: Planet 9 Discovery of an Unusual Low-mass Companion to an M Dwarf at 80 pc, Rothermich+, 2021

Identification of a Low-mass Companion to the White Dwarf SDSS J131730.84+483332.7, Jalowiczor+, 2021

Discovery of a low-mass comoving system using NOIRLab Source Catalog DR2, Kiwy+, 2021

Ross 19B: An Extremely Cold Companion Discovered via the Backyard Worlds: Planet 9 Citizen Science Project, Schneider+, 2021

Identification of a White Dwarf Companion in the V* HP Dra System, Jalowiczor+, 2021

CoMover: Bayesian probability of co-moving stars, Gagne+, 2021

WISEA J083011.95+283716.0: A Missing Link Planetary-Mass Object, Bardalez Gagliuffi+, 2020

WISEA J041451.67-585456.7 and WISEA J181006.18-101000.5: The First Extreme T-type Subdwarfs?, Schneider+, 2020

The Field Substellar Mass Function Based on the Full-sky 20-pc Census of 525 L, T, and Y Dwarfs, Kirkpatrick+, 2020

Spitzer Follow-up of Extremely Cold Brown Dwarfs Discovered by the Backyard Worlds: Planet 9 Citizen Science Project, Meisner+, 2020

Appearance of a New Nebula in the Constellation Puppis after an Outburst in 2015 around WISEA J075915.26-310844.6, Melina Thévenot, 2020

A 3 Gyr White Dwarf with Warm Dust Discovered via the Backyard Worlds: Planet 9 Citizen Science Project, Debes+, 2019

Photoevaporation of Two Proplyds in the Star Cluster Collinder 69 Discovered with Spitzer MIPS, Thévenot+, 2019

WISE2150-7520AB: A very low mass, wide co-moving brown dwarf system discovered through the citizen science project Backyard Worlds: Planet 9, Faherty+, 2019

WiseView: Visualizing motion and variability of faint WISE sources, Caselden+, 2018

The First Brown Dwarf Discovered by the Backyard Worlds: Planet 9 Citizen Science Project, Kuchner+, 2017

Citizen ASAS-SN (1)

Citizen ASAS-SN: Citizen Science with The All-Sky Automated Survey for SuperNovae (ASAS-SN), Christy+, 2021

Disk Detective (5)

Peter Pan Disks: Long-lived Accretion Disks Around Young M Stars, Silverberg+, 2020

Discovery of a Nearby Young Brown Dwarf Disk, Schutte+, 2020

Follow-up Imaging of Disk Candidates from the Disk Detective Citizen Science Project: New Discoveries and False-Positives in WISE Circumstellar Disk Surveys, Silverberg+, 2018

Disk Detective: Discovery of New Circumstellar Disk Candidates through Citizen Science, Kuchner+, 2016

A new M dwarf debris disk candidate in a young moving group discovered with disk detective, Silverberg+, 2016

Exoplanet Explorers (4)

K2-138 g: Spitzer Spots a Sixth Planet for the Citizen Science System, Hardegree-Ullman+, 2021

K2-288Bb: A small Temperate Planet in a Low-mass Binary System Discovered by Citizen Scientists, Feinstein+, 2019

Catalog of New K2 Exoplanet Candidates from Citizen Scientists, Zink+, 2019

The K2-138 System: A Near-Resonant Chain of Five Sub-Neptune Planets Discovered by Citizen Scientists, Christiansen+, 2018

Galaxy Builder (2)

Galaxy zoo builder: Morphological dependence of spiral galaxy pitch angle, Lingard+, 2021

Galaxy Zoo Builder: Four-component Photometric Decomposition of Spiral Galaxies Guided by Citizen Science, Lingard+, 2020

Galaxy Nurseries (1)

Galaxy Nurseries: Crowdsourced Analysis of Slitless Spectroscopic Data, Dickinson+, 2018

Galaxy Zoo (67)

Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning, Walmsley+, 2020

Galaxy Zoo: unwinding the winding problem - observations of spiral bulge prominence and arm pitch angles suggest local spiral galaxies are winding, Masters+, 2019

AGN photoionization of gas in companion galaxies as a probe of AGN radiation in time and direction, Keel+, 2019

Twelve Years of Galaxy Zoo, Masters+, 2019

Integrating human and machine intelligence in galaxy morphology classification tasks, Beck+, 2018

Coordinating Advanced Crowd Work: Extending Citizen Science, Crowston+, 2018

Galaxy Zoo: secular evolution of barred galaxies from structural decomposition of multiband images, Kruk+, 2018

Galaxy Zoo and SPARCFIRE: constraints on spiral arm formation mechanisms from spiral arm number and pitch angles, Hart+, 2018

Galaxy Zoo: constraining the origin of spiral arms, Hart+, 2018

Galaxy Zoo: Quantitative Visual Morphological Classifications for 48,000 galaxies from CANDELS, Simmons+, 2017

Galaxy Zoo: finding offset discs and bars in SDSS galaxies, Kruk+, 2017

Fading AGN Candidates: AGN Histories and Outflow Signatures, Keel+, 2017

Galaxy Zoo: star-formation versus spiral arm number, Hart+, 2017

Galaxy Zoo: The interplay of quenching mechanisms in the group environment, Smethurst+, 2017

Galaxy Zoo: Comparing the demographics of spiral arm number and a new method for correcting redshift bias, Hart+, 2016

Galaxy Zoo: Morphological Classification for 120,000 Galaxies in HST Legacy Imaging, Willett+, 2016

Galaxy Zoo: Evidence for rapid, recent quenching within a population of AGN host galaxies, Smethurst+, 2016

Galaxy Zoo: Mergers - Dynamical Models of Interacting Galaxies, Holincheck+, 2016

Galaxy Zoo: Evidence for Diverse Star Formation Histories through the Green Valley, Smethurst+, 2015

Galaxy Zoo: the effect of bar-driven fueling on the presence of an active galactic nucleus in disc galaxies, Galloway+, 2015

Galaxy Zoo: the dependence of the star formation-stellar mass relation on spiral disc morphology, Willett+, 2015

Rotation-invariant convolutional neural networks for galaxy morphology prediction, Dieleman+, 2015

Galaxy Zoo: an independent look at the evolution of the bar fraction over the last eight billion years from HST-COSMOS, Melvin+, 2014

Galaxy Zoo: CANDELS barred discs and bar fractions, Simmons+, 2014

Galaxy Zoo: Are Bars Responsible for the Feeding of Active Galactic Nuclei at 0.2 < z < 1.0?, Cheung+, 2014

The green valley is a red herring: Galaxy Zoo reveals two evolutionary pathways towards quenching of star formation in early- and late-type galaxies, Schawinski+, 2014

HST Imaging of Fading AGN Candidates I: Host-Galaxy Properties and Origin of the Extended Gas, Keel+, 2014

Galaxy Zoo: The Ultraviolet Attenuation Law in Backlit Spiral Galaxies, Keel+, 2014

Galaxy Zoo 2: detailed morphological classifications for 304,122 galaxies from the Sloan Digital Sky Survey, Willett+, 2013

Galaxy Zoo: Observing Secular Evolution Through Bars, Cheung+, 2013

Galaxy Zoo: quantifying morphological indicators of galaxy interaction, Casteels+, 2013

Galaxy Zoo: A Catalog of Overlapping Galaxy Pairs for Dust Studies, Keel+, 2013

The different star-formation histories of blue and red spiral and elliptical galaxies, Tojeiro+, 2013

Galaxy Zoo: building the low-mass end of the red sequence with local post-starburst galaxies, Wong+, 2013

Galaxy Zoo: dust lane early-type galaxies are tracers of recent gas-rich minor mergers, Shabala+, 2012

Galaxy Zoo: Bulgeless Galaxies With Growing Black Holes, Simmons+, 2012

Galaxy Zoo: dust and molecular gas in early-type galaxies with prominent dust lanes, Kaviraj+, 2012

The Galaxy Zoo survey for giant AGN-ionized clouds: past and present black hole accretion events, Keel+, 2012

Galaxy Zoo and ALFALFA: atomic gas and the regulation of star formation in barred disc galaxies, Masters+, 2012

Chandra Observations of Galaxy Zoo Mergers: Frequency of Binary Active Nuclei in Massive Mergers, Teng+, 2012

Spheroidal post-mergers in the local Universe, Carpineti+, 2012

The fraction of early-type galaxies in low-redshift groups and clusters of galaxies, Hoyle+, 2012

Polar ring galaxies in the Galaxy Zoo, Finkelman+, 2012

Galaxy Zoo: the environmental dependence of bars and bulges in disc galaxies, Skibba+, 2012

Galaxy Zoo 1: data release of morphological classifications for nearly 900 000 galaxies, Lintott+, 2011

Galaxy Zoo: bars in disc galaxies, Masters+, 2011

Galaxy Zoo Morphology and Photometric Redshifts in the Sloan Digital Sky Survey, Way, 2011

Galaxy Zoo Supernovae, Smith+, 2011

Galaxy Zoo: multimergers and the Millennium Simulation, Darg+, 2011

Galaxy Zoo: bar lengths in local disc galaxies, Hoyle+, 2011

Galaxy Zoo Volunteers Share Pain and Glory of Research, Clery, 2011

Tidal dwarf galaxies in the nearby Universe, Kaviraj+, 2011

Galaxy Zoo: a correlation between the coherence of galaxy spin chirality and star formation efficiency, Jimenez+, 2010

Galaxy Zoo: The Fundamentally Different Co-Evolution of Supermassive Black Holes and Their Early- and Late-Type Host Galaxies, Schawinski+, 2010

Galaxy Zoo: the fraction of merging galaxies in the SDSS and their morphologies, Darg+, 2010

Galaxy Zoo: the properties of merging galaxies in the nearby Universe - local environments colours masses star formation rates and AGN activity, Darg+, 2010

Galaxy Zoo: reproducing galaxy morphologies via machine learning, Banerji+, 2010

Galaxy Zoo: dust in spiral galaxies, Masters+, 2010

Galaxy Zoo: passive red spirals, Masters+, 2010

Galaxy Zoo: disentangling the environmental dependence of morphology and colour, Skibba+, 2009

Galaxy Zoo: the dependence of morphology and colour on environment, Bamford+, 2009

Galaxy Zoo Green Peas: discovery of a class of compact extremely star-forming galaxies, Cardamone+, 2009

Galaxy Zoo: chiral correlation function of galaxy spins, Slosar+, 2009

Galaxy Zoo: `Hanny's Voorwerp' a quasar light echo?, Lintott+, 2009

Galaxy Zoo: a sample of blue early-type galaxies at low redshift, Schawinski+, 2009

Galaxy Zoo: morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey, Lintott+, 2008

Galaxy Zoo: the large-scale spin statistics of spiral galaxies in the Sloan Digital Sky Survey, Land+, 2008

Galaxy Zoo: 3D (1)

Galaxy Zoo: 3D -- Crowd-sourced Bar, Spiral and Foreground Star Masks for MaNGA Target Galaxies, Masters+, 2021

Galaxy Zoo - Supernova (5)

Hubble Space Telescope studies of low-redshift Type Ia supernovae: evolution with redshift and ultraviolet spectral trends, Maguire+, 2012

Dynamic Bayesian Combination of Multiple Imperfect Classifiers, Simpson+, 2012

Five New Outbursting AM CVn Systems Discovered by the Palomar Transient Factory, Levitan+, 2012

Galaxy Zoo Supernovae, Smith+, 2011

PTF10ops - a subluminous, normal-width light curve Type Ia supernova in the middle of nowhere, Maguire+, 2011

Ice Hunters (1)

2011 HM102: Discovery of a High-Inclination L5 Neptune Trojan in the Search for a post-Pluto New Horizons Target, Parker+, 2012

Milky Way Project (7)

The Milky Way Project: Probing Star Formation with First Results on Yellowballs from DR2, Wolf-Chase+, 2021

The Milky Way Project Second Data Release: Bubbles and Bow Shocks, Jayasinghe+, 2019

The Milky Way Project and ATLASGAL: The distribution and physical properties of cold clumps near infrared bubbles, Kendrew+, 2016

The Milky Way Project: What are Yellowballs?, Kerton+, 2015

The Milky Way Project: Leveraging Citizen Science and Machine Learning to Detect Interstellar Bubbles, Beaumont+, 2014

The Milky Way Project First Data Release: a bubblier Galactic disc, Simpson+, 2012

The Milky Way Project: A Statistical Study of Massive Star Formation Associated with Infrared Bubbles, Kendrew+, 2012

Moon Zoo (1)

The Moon Zoo citizen science project: Preliminary results for the Apollo 17 landing site, Bugiolacchi+, 2016

Muon Hunter (3)

Identifying muon rings in VERITAS data using convolutional neural networks trained on images classified with Muon Hunters 2, Flanagan+, 2021

Muon Hunter: a Zooniverse project, Bird+, 2018

A citizen-science approach to muon events in imaging atmospheric Cherenkov telescope data: the Muon Hunter, Feng+, 2017

Planet Four (1)

Planet Four: Probing Springtime Winds on Mars by Mapping the Southern Polar CO2 Jet Deposits, Aye+, 2018

Planet Four: Terrains (1)

Planet Four: Terrains - Discovery of Araneiforms Outside of the South Polar Layered Deposits, Schwamb+, 2017

Planet Hunters (14)

Likely transiting exocomets detected by Kepler, Rappaport+, 2017

Planet Hunters X: Searching for Nearby Neighbors of 75 Planet and Eclipsing Binary Candidates from the K2 Kepler extended mission, Schmitt+, 2016

Planet Hunters. VIII. Characterization of 41 Long-Period Exoplanet Candidates from Kepler Archival Data, Wang+, 2015

Planet Hunters. IX. KIC 8462852 – Where’s the flux?, Boyajian+, 2015

WASP-47: A Hot Jupiter System with Two Additional Planets Discovered by K2, Becker+, 2015

Planet Hunters. VI. An Independent Characterization of KOI-351 and Several Long Period Planet Candidates from the Kepler Archival Data, Schmitt+, 2014

Planet Hunters. VII. Discovery of a New Low-mass, Low-density Planet (PH3 C) Orbiting Kepler-289 with Mass Measurements of Two Additional Planets (PH3 B and D), Schmitt+, 2014

GALEX J194419.33+491257.0: An unusually active SU UMa-type dwarf nova with a very short orbital period in the Kepler data, Kato & Osaki, 2014

Planet Hunters: KIC 9406652: An Unusual Cataclysmic Variable in the Kepler Field of View, Gies+, 2013

Planet Hunters: New Kepler planet candidates from analysis of quarter 2, Lintott+, 2013

Planet Hunters V. A Confirmed Jupiter-Size Planet in the Habitable Zone and 42 Planet Candidates from the Kepler Archive Data, Wang+, 2013

Planet Hunters: A Transiting Circumbinary Planet in a Quadruple Star System, Schwamb+, 2013

Planet Hunters: the first two planet candidates identified by the public using the Kepler public archive data, Fischer+, 2012

Planet Hunters: Assessing the Kepler Inventory of Short-period Planets, Schwamb+, 2012

Planet Hunters TESS (2)

Planet Hunters TESS II: Findings from the first two years of TESS, Eisner+, 2020

Planet Hunters TESS I: TOI 813, a subgiant hosting a transiting Saturn-sized planet on an 84-day orbit, Eisner+, 2019

Protect Our Planet From Solar Storms (1)

The Visual Complexity of Coronal Mass Ejections Follows the Solar Cycle, Jones+, 2020

Radio Galaxy Zoo (10)

Radio Galaxy Zoo: Unsupervised Clustering of Convolutionally Auto-encoded Radio-astronomical Images, Ralph+, 2019

Radio Galaxy Zoo: Knowledge Transfer Using Rotationally Invariant Self-Organising Maps, Galvin+, 2019

Radio Galaxy Zoo: The Distortion of Radio Galaxies by Galaxy Clusters, Garon+, 2019

Radio Galaxy Zoo: Machine learning for radio source host galaxy cross-identification, Alger+, 2018

Radio Galaxy Zoo: Compact and extended radio source classification with deep learning, Lukic+, 2018

Radio Galaxy Zoo: ClaRAN - A Deep Learning Classifier for Radio Morphologies, Wu+, 2018

Radio Galaxy Zoo: A Search for Hybrid Morphology Radio Galaxies, Kapińska+, 2017

Radio Galaxy Zoo: Cosmological Alignment of Radio Sources, Contigiani+, 2017

Radio Galaxy Zoo: discovery of a poor cluster through a giant wide-angle tail radio galaxy, Banfield+, 2016

Radio Galaxy Zoo: host galaxies and radio morphologies derived from visual inspection, Banfield+, 2015

Radio Galaxy Zoo: LOFAR (2)

The LOFAR Two Metre Sky Survey: Deep Fields Data Release 1 -- III. Host-galaxy identifications and value added catalogues, Kondapally+, 2020

The LOFAR Two-metre Sky Survey. III. First data release: Optical/infrared identifications and value-added catalogue, Williams+, 2019

Snapshot Supernova (2)

ATel #7261: PESSTO spectroscopic classification of optical transients, Cartier+, 2015

ATel #7254: PESSTO spectroscopic classification of optical transients, Campbell+, 2015

Solar Stormwatch (7)

Tracking CMEs using data from the Solar Stormwatch project;observing deﬂections and other properties, Jones+, 2017

Testing the current paradigm for space weather prediction with heliospheric imagers, Barnard+, 2017

Differences between the CME fronts tracked by an expert, an automated algorithm, and the Solar Stormwatch project, Barnard+, 2015

Observational Tracking of the 2D Structure of Coronal Mass Ejections Between the Sun and 1 AU, Savani+, 2015

Validation of a priori CME arrival predictions made using real-time heliospheric imager observations, Tucker-Hood+, 2015

The Solar Stormwatch CME catalogue: Results from the first space weather citizen science project, Barnard+, 2014

The distribution of interplanetary dust between 0.96 and 1.04 au as inferred from impacts on the STEREO spacecraft observed by the heliospheric imagers, Davis+, 2012

Space Warps (5)

Survey of Gravitationally-lensed Objects in HSC Imaging (SuGOHI). VI. Crowdsourced lens finding with Space Warps, Sonnenfeld+, 2020

Space Warps - I. Crowdsourcing the discovery of gravitational lenses, Marshall+, 2016

Space Warps - II. New gravitational lens candidates from the CFHTLS discovered through citizen science, Marshall+, 2016

Gravitational lens modelling in a citizen science context, Küng+, 2015

The Red Radio Ring: a gravitationally lensed hyperluminous infrared radio galaxy at z=2.553 discovered through citizen science, Geach+, 2015

Spiral Graph (1)

Comparison of galaxy spiral arm pitch angle measurements using manual and automated techniques, Hewitt+, 2020

Supernova Hunters (25)

Supernova Hunters Discovery of 24 Optical Transients with Pan-STARRS, Fulton+, 2020

Help Me to Help You: Machine Augmented Citizen Science, Wright+, 2019

Citizen Scientist Amplification, Wright+, 2019

Supernova Discovery: 2018ys, Chambers+, 2018

Supernova Discovery: 2018cjn, Chambers+, 2018

Supernova Discovery: 2018cvb, Chambers+, 2018

Supernova Discovery: 2018ot, Chambers+, 2018

Supernova Discovery: 2018clq, Chambers+, 2018

Supernova Discovery: 2018fy, Chambers+, 2018

Supernova Discovery: 2017gop, Chambers+, 2017

Supernova Discovery: 2017iuo, Chambers+, 2017

ATel #10334: ePESSTO spectroscopic classification of optical transients, Cartier+, 2017

Supernova Discovery: 2017jco, Chambers+, 2017

Supernova Discovery: 2017gcd, Chambers+, 2017

Supernova Discovery: 2017ele, Chambers+, 2017

Supernova Discovery: 2017ehf, Chambers+, 2017

A transient search using combined human and machine classifications, Wright+, 2017

ATel #10331: ePESSTO spectroscopic classification of optical transients, Gutierrez+, 2017

Supernova Discovery: 2017gcg, Chambers+, 2017

ATel #10328: ePESSTO spectroscopic classification of optical transients, Cartier+, 2017

Supernova Discovery: 2017fod, Chambers+, 2017

Supernova Discovery: 2017fys, Chambers+, 2017

ATel #9711: PESSTO spectroscopic classification of optical transients, Dimitriadis+, 2016

ATel #9308: PESSTO spectroscopic classification of optical transients, Mattila+, 2016

ATel #9269: PESSTO spectroscopic classification of optical transients, Fraser+, 2016

Supernova Sighting (10)

ATel #11667: Spectroscopic classification of SN 2018bwq as a type Ia supernova a few days before maximum light, Lopez-Sanchez+, 2018

ATel #11671: Spectroscopic classification of SN 2018bwp as a type Ia supernova a few weeks after peak brightness, Lopez-Sanchez+, 2018

ATel #10676: ePESSTO spectroscopic classification of optical transients, Homan+, 2017

ATel #10676: ePESSTO spectroscopic classification of optical transients, Homan+, 2017

ATel #10659: ePESSTO spectroscopic classification of optical transients, Homan+, 2017

ATel #10444: WiFeS Classification of SMT17kdl/SN2017edm as a Type Ia Supernova, Tucker+, 2017

ATel #10426: First Confirmed Supernova with the SkyMapper/Zooniverse Supernova Sighting Project, Tucker+, 2017

ATel #10635: FLOYDS Classification of SMT17qul/AT 2017fwa as a Reddened Type Ia Supernova Near Peak, Hosseinzadeh+, 2017

ATel #10739: ePESSTO spectroscopic classification of optical transients, Rybicki+, 2017

ATel #10657: ePESSTO spectroscopic classification of optical transients, Lyman+, 2017

SuperWASP Variable Stars (2)

SuperWASP Variable Stars: Classifying Light Curves Using Citizen Science, Thiemann+, 2021

A Zooniverse Project to Classify Periodic Variable Stars from SuperWASP, Norton, 2018

The Hunt For Galaxy Clusters (1)

Multiwavelength classification of X-ray selected galaxy cluster candidates using convolutional neural networks, Kosiba+, 2020

Zwicky's Quirky Transients (2)

Real-bogus classification for the Zwicky Transient Facility using deep learning, Duev+, 2019

Machine Learning for the Zwicky Transient Facility, Mahabal+, 2019

Physics

Earthquake Detective (2)

Citizen Scientists Help Detect and Classify Dynamically Triggered Seismic Activity in Alaska, Tang+, 2020

Applying Machine Learning to Crowd-sourced Data from Earthquake Detective, Ranadive+, 2020

Gravity Spy (15)

Building an apparatus: Refractive, reflective and diffractive readings of trace data, Østerlund+, 2020

Knowledge Tracing to Model Learning in Online Citizen Science Projects, Crowston+, 2020

Shifting Forms of Presence: Volunteer Learning in Online Citizen Science, Jackson+, 2020

The Genie in the Bottle: Different Stakeholders, Different Interpretations of Machine Learning, Harandi+, 2020

Teaching Citizen Scientists to Categorize Glitches using Machine-Learning-Guided Training, Jackson+, 2020

Linguistic Adoption in Online Citizen Science: A Structurational Perspective, Jackson+, 2019

Classifying the unknown: discovering novel gravitational-wave detector glitches using similarity learning, Coughlin+, 2019

Folksonomies to Support Coordination and Coordination of Folksonomies, Jackson+, 2018

Machine learning for Gravity Spy: Glitch classification and dataset, Bahaadini+, 2018

Appealing to different motivations in a message to recruit citizen scientists: results of a field experiment, Lee+, 2018

Did they login? Patterns of Anonymous Contributions in Online Communities, Jackson+, 2018

Gravity Spy: Integrating Advanced LIGO Detector Characterization, Machine Learning, and Citizen Science, Zevin+, 2017

Gravity Spy: Humans, machines and the future of citizen science, Crowston+, 2017

Blending Machine and Human Learning Processes, Crowston+, 2017

Deep Multi-view Models for Glitch Classification, Bahaadini+, 2017

Higgs Hunters (3)

Proceedings of the First Higgs Hunters Schools’ Conference, Barr+, 2019

Citizen scientist community engagement with the Higgs Hunters project at the Large Hadron Collider, Barr+, 2018

'That looks weird' - evaluating citizen scientists' ability to detect unusual features in ATLAS images of LHC collisions, Barr+, 2016

Muon Hunter (3)

Identifying muon rings in VERITAS data using convolutional neural networks trained on images classified with Muon Hunters 2, Flanagan+, 2021

Muon Hunter: a Zooniverse project, Bird+, 2018

A citizen-science approach to muon events in imaging atmospheric Cherenkov telescope data: the Muon Hunter, Feng+, 2017

Climate

Cyclone Center (3)

Assessing Citizen Science Participation Skill for Altruism or University Course Credit: A Case Study Analysis Using Cyclone Center, Phillips+, 2018

Identification of Tropical Cyclone Storm Types Using Crowdsourcing, Knapp+, 2016

Cyclone Center: Can Citizen Scientists Improve Tropical Cyclone Intensity Records?, Hennon+, 2014

Fossil Atmospheres (1)

Fossil Atmospheres: a case study of citizen science in question-driven palaeontological research, Soul+, 2018

Pattern Perception (1)

Citizen science: A new perspective to advance spatial pattern evaluation in hydrology, Koch+, 2017

Rainfall Rescue (1)

Rainfall Rescue Data Set, Hawkins, 2021

Season Spotter Questions (2)

Volunteer recruitment and retention in online citizen science projects using marketing strategies: lessons from Season Spotter, Crall+, 2017

Season Spotter: Using Citizen Science to Validate and Scale Plant Phenology from Near-Surface Remote Sensing, Kosmala+, 2016

Sounds of New York City (1)

Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists, Cartwright+, 2019

Humanities

American WWI Burial Cards (1)

U.S. WWI Burial Cards at Fold3, Hoppe+, 2021

Ancient Lives (2)

A computational pipeline for crowdsourced transcriptions of Ancient Greek papyrus fragments, Williams+, 2014

P.Oxy 5156, Plutarch Moralia 660C, 661B-C (Quaestiones Convivales IV PR., 1.2), in The Oxyrhynchus Papyri Vol. 78, Brusuelas, 2013

Anti-Slavery Manuscripts (1)

Individual vs. Collaborative Methods of Crowdsourced Transcription, Blickhan+, 2019

Living with Machines (1)

Living with Machines alpha and beta Zooniverse 'accident' task data, 2020

Mapping Historic Skies (2)

Crowdsourcing Knowledge for Representation: Interactive Learning and Engagement with Collections Using Zooniverse’s Mapping Historic Skies, BrodeFrank+, 2020

Crowdsourcing Knowledge: Interactive Learning with Mapping Historic Skies, BrodeFrank+, 2019

Mutual Muses (1)

Mutual Muses Results, Mutual Muses Team, 2018

Operation War Diary (2)

The Zooniverse is Expanding: Crowdsourced Solutions to the Hidden Collections Problem and the Rise of the Revolutionary Cataloging Interface, Barber, 2019

A Life in the Trenches? The Use of Operation War Diary and Crowdsourcing Methods to Provide an Understanding of the British Army’s Day-to-Day Life on the Western Front, Grayson+, 2016

SCOTUS Notes (1)

Behind the Velvet Curtain: Understanding Supreme Court Conference Discussions Through the Justices’ Conference Notes, Black+, 2018

Scribes of the Cairo Geniza (5)

Review: Scribes of the Cairo Geniza, Haynes, 2021

Scribes of the Cairo Geniza Data, Scribes of the Cairo Geniza Team, 2020

Scribes of the Cairo Geniza - Digital Project Handbook, Esten+, 2020

Scribes, Scholars, and Scripts: Reviewing Data from Scribes of the Cairo Geniza, Esten, 2020

Of Scribes and Scripts: Citizen Science and the Cairo Genizah, Eckstein, 2019

Shakespeare's World (1)

Tagging, Pinging and Linking – User Roles in Virtual Citizen Science Forums, Rohden+, 2019

The American Soldier (1)

Supporting Historical Research and Education with Crowdsourced Analysis of Primary Sources, Wang, 2019

Nature

Bat Detective (1)

Bat detective—Deep learning tools for bat acoustic signal detection, Mac Aodha+, 2018

Chimp & See (4)

Chimpanzee identification and social network construction through an online citizen science platform, McCarthy+, 2020

Transferring Dense Pose to Proximal Animal Classes, Sanakoyeu+, 2020

Novelty Response of Wild African Apes to Camera Traps, Kalan+, 2019

Nocturnal activity in wild chimpanzees (Pan troglodytes): Evidence for flexible sleeping patterns and insights into human evolution, Tagg+, 2018

Earthquake Detective (2)

Citizen Scientists Help Detect and Classify Dynamically Triggered Seismic Activity in Alaska, Tang+, 2020

Applying Machine Learning to Crowd-sourced Data from Earthquake Detective, Ranadive+, 2020

Elephant Expedition (1)

The Role of Forest Elephants in Shaping Tropical Forest-Savanna Coexistence, Cardoso+, 2019

Floating Forests (2)

Floating Forests: Quantitative Validation of Citizen Science Data Generated From Consensus Classifications, Rosenthal+, 2018

Encouraging Work in Citizen Science: Experiments in Goal Setting and Anchoring, Jackson+, 2016

ForestEyes (3)

ForestEyes Project: Conception, enhancements, and challenges, Dallaqua+, 2021

Building Data Sets for Rainforest Deforestation Detection Through a Citizen Science Project, Dallaqua+, 2020

ForestEyes Project: Can Citizen Scientists Help Rainforests?, Jordan Rojas Dallaqua+, 2019

Fossil Atmospheres (1)

Fossil Atmospheres: a case study of citizen science in question-driven palaeontological research, Soul+, 2018

HumBug (1)

HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset, Kiskin+, 2020

Identify New Zealand animals (2)

Evaluation of remote cameras for monitoring multiple invasive mammals in New Zealand, Anton+, 2018

Monitoring the mammalian fauna of urban areas using remote cameras and citizen science, Anton+, 2018

Koster Seafloor Observatory (1)

An open-source, citizen science and machine learning approach to analyse subsea movies, Anton+, 2021

Notes from Nature (1)

Workforce-efficient consensus in crowdsourced transcription of biocollections information, Matsunaga+, 2016

Penguin Watch (4)

Processing citizen science- and machine-annotated time-lapse imagery for biologically meaningful metrics, Jones+, 2020

Author Correction: Time-lapse imagery and volunteer classifications from the Zooniverse Penguin Watch project, Jones+, 2019

Time-lapse imagery and volunteer classifications from the Zooniverse Penguin Watch project, Jones+, 2018

Counting in the Wild, Arteta, C., Lempitsky, V., Zisserman, A, 2016

Plankton Portal (1)

A Tale of Two Crowds: Public Engagement in Plankton Classification, Robinson+, 2017

Rainfall Rescue (1)

Rainfall Rescue Data Set, Hawkins, 2021

Snapshot Serengeti (18)

Snapshot Safari: A large-scale collaborative to monitor Africa’s remarkable biodiversity, Pardo+, 2021

Iterative Human and Automated Identification of Wildlife Images, Miao+, 2021

Can citizen science analysis of camera trap data be used to study reproduction? Lessons from Snapshot Serengeti program, Thel+, 2021

Citizen science, computing, and conservation: How can “Crowd AI” change the way we tackle large-scale ecological challenges?, Palmer+, 2021

Animal Scanner: Software for classifying humans, animals, and empty frames in camera trap images, Yousif+, 2019

Identifying animal species in camera trap images using deep learning and citizen science, Willi, 2018

Evaluating relative abundance indices for terrestrial herbivores from large‐scale camera trap surveys, Palmer+, 2018

No respect for apex carnivores Distribution and activity patterns of honey badgers in the Serengeti, Allen+, 2018

Identifying drivers of spatial variation in occupancy with limited replication camera trap data, Hepler+, 2018

Giraffe bed and breakfast: Camera traps reveal Tanzanian yellow-billed oxpeckers roosting on their large mammalian hosts, Palmer+, 2018

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning, Norouzzadeh+, 2018

A ‘dynamic’ landscape of fear: prey responses to spatiotemporal variations in predation risk across the lunar cycle, Palmer+, 2017

Towards automatic wild animal monitoring: Identification of animal species in camera-trap images using very deep convolutional neural networks, Gomez+, 2017

In the absence of a 'landscape of fear': How lions, hyenas, and cheetahs coexist, Swanson+, 2016

A generalized approach for producing, quantifying, and validating citizen science data from wildlife images, Swanson+, 2016

The spatial distribution of African savannah herbivores: species associations and habitat occupancy in a landscape context, Anderson+, 2016

Snapshot Serengeti, high-frequency annotated camera trap images of 40 mammalian species in an African savanna, Swanson+, 2015

Applying a random encounter model to estimate lion density from camera traps in Serengeti National Park, Tanzania, Cusack+, 2015

Understanding Animal Faces (1)

AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces, Khan+, 2020

Whale FM (2)

Classification of large acoustic datasets using machine learning and crowdsourcing: Application to whale calls, Shamir+, 2014

Repeated call types in short-finned pilot whales, Globicephala macrorhynchus, Sayigh+, 2012

When Do Mountain Goats Shed Winter Coats? (1)

Using community photography to investigate phenology: A case study of coat molt in the mountain goat (Oreamnos americanus) with missing data, Nowak+, 2020

Medicine

Cell Slider (1)

Crowdsourcing the General Public for Large Scale Molecular Pathology Studies in Cancer, Candido dos Reis+, 2015

Etch A Cell (1)

Citizen science, cells and CNNs – deep learning for automatic segmentation of the nuclear envelope in electron microscopy data, trained with volunteer segmentations, Spiers+, 2020

HumBug (1)

HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset, Kiskin+, 2020

Microbe Watch (1)

HRMAn 2.0: Next-generation artificial intelligence–driven analysis for broad host–pathogen interactions, Fisch+, 2021

Microscopy Masters (1)

Exploring applications of crowdsourcing to cryo-EM, Bruggemann+, 2018

Sounds of New York City (1)

Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists, Cartwright+, 2019

Language

Maturity of Baby Sounds (1)

Towards large-scale data annotation of audio from wearables: Validating Zooniverse annotations of infant vocalization types, Semenzin+, 2020

Meta

Meta Studies (61)

Transforming research (and public engagement) through citizen science, Blickhan+, 2020

Crowdsourcing Knowledge for Representation: Interactive Learning and Engagement with Collections Using Zooniverse’s Mapping Historic Skies, BrodeFrank+, 2020

Shifting Forms of Presence: Volunteer Learning in Online Citizen Science, Jackson+, 2020

Just-in-Time Training Improves Accuracy of Citizen Scientist Wildlife Identifications from Camera Trap Photos, Katrak-Adefowora+, 2020

What Do We Know about Young Volunteers? An Exploratory Study of Participation in Zooniverse, Herodotou+, 2020

Help Me to Help You: Machine Augmented Citizen Science, Wright+, 2019

Everyone counts? Design considerations in online citizen science, Spiers+, 2019

Citizen Scientist Amplification, Wright+, 2019

Galaxy zoo: Science content knowledge of citizen scientists, Raddick+, 2019

Tagging, Pinging and Linking – User Roles in Virtual Citizen Science Forums, Rohden+, 2019

Harnessing crowdsourcing for scholarly and GLAM purposes, Van Hyning+, 2019

Planet Four: Craters—Optimizing task workflow to improve volunteer engagement and crater counting performance, Sprinks+, 2019

Individual vs. Collaborative Methods of Crowdsourced Transcription, Blickhan+, 2019

Coordinating Advanced Crowd Work: Extending Citizen Science, Crowston+, 2019

Crowdsourcing Knowledge: Interactive Learning with Mapping Historic Skies, BrodeFrank+, 2019

Citizen science frontiers: Efficiency, engagement, and serendipitous discovery with human–machine systems, Trouille+, 2019

Harnessing crowdsourcing for scholarly and GLAM purposes, Van Hyning, 2019

Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science, Segal+, 2018

Assessing Citizen Science Participation Skill for Altruism or University Course Credit: A Case Study Analysis Using Cyclone Center, Phillips+, 2018

Comparing experts and novices in Martian surface feature change detection and identification, Wardlaw+, 2018

Open Community Health: Workshop Report, Link+, 2018

Doing good online: the changing relationships between motivations, activity and retention among online volunteers, Cox+, 2017

Transforming Libraries and Archives through Crowdsourcing, Van Hyning+, 2017

Transforming Libraries and Archives through Crowdsourcing, Van Hyning+, 2017

Recruiting Messages Matter: Message Strategies to Attract Citizen Scientists, Lee+, 2017

Preserving the Margins: Supporting Creativity and Resistance on Digital Participatory Platforms, Mugar, 2017

Task Workflow Design and its impact on performance and volunteers' subjective preference in Virtual Citizen Science, Sprinks+, 2017

Crowdsourced Science: Sociotechnical Epistemology in the e-Research Paradigm, Watson+, 2017

Blending Machine and Human Learning Processes, Crowston, Kevin, Østerlund, Carsten, Lee, Tae Kyoung, 2017, 2017

DIY Zooniverse Citizen Science Project: Engaging The Public With Your Museum’s Collections And Data, Trouille+, 2017

Science Learning via Participation in Online Citizen Science, Masters+, 2016

Which Way Did They Go? Newcomer Movement through the Zooniverse, Jackson+, 2016

'Guess what! You're the first to see this event': Increasing Contribution to Online Production Communities, Jackson+, 2016

Giving Citizen Scientists a Chance: A Study of Volunteer-led Scientific Discovery, Straub, 2016

Intervention Strategies for Increasing Engagement in Crowdsourcing: Platform, Predictions, and Experiments, Segal+, 2016

Assessing data quality in citizen science, Kosmala+, 2016

Crowdsourcing Text Transcription, Van Hyning, 2015

Crowdsourcing Text Transcription, Van Hyning+, 2015

Designing for Citizen Data Analysis: A Cross-Sectional Case Study of a Multi-Domain Citizen Science Platform, Tinati+, 2015

This Image Intentionally Left Blank: Mundane Images Increase Citizen Science Participation, Bowyer+, 2015

Motivations for Sustained Participation in Crowdsourcing: Case Studies of Citizen Science on the Role of Talk, Jackson+, 2015

Defining and Measuring Success in Online Citizen Science: A Case Study of Zooniverse Projects, Cox+, 2015

Being Present in Online Communities: Learning in Citizen Science, Mugar+, 2015

Why Won’t Alien’s Talk to Us: Content and Community Dynamics in Online Citizen Science, Luczak-Roesch+, 2014

Designing for Dabblers and Deterring Drop-Outs in Citizen Science, Eveleigh+, 2014

Zooniverse: Observing the World’s Largest Citizen Science Platform, Simpson+, 2014

Socializing the Crowd: Learning to Talk in Citizen Science, Oesterlund+, 2014

Volunteers’ Engagement in Human Computation Astronomy Projects, Ponciano+, 2014

Finding Volunteers' Engagement Profiles in Human Computation for Citizen Science Projects, Ponciano+, 2014

Planet hunters and seafloor explorers: legitimate peripheral participation through practice proxies in online citizen science, Mugar+, 2014

Playing with science: gamised aspects of gamification found on the Online Citizen Science Project - Zooniverse, Greenhill+, 2014

Learning by volunteer computing, thinking and gaming: What and how are volunteers learning by participating in Virtual Citizen Science?, Kloetzer+, 2013

Galaxy Zoo: Motivations of Citizen Scientists, Raddick+, 2013

Measuring the Conceptual Understandings of Citizen Scientists Participating in Zooniverse Projects: A First Approach, Prather+, 2013

“Why Stop Now? Predicting Worker Engagement in Online Crowdsourcing, Mao+, 2013

“I want to be a Captain! I want to be a Captain!": Gamification in the Old Weather citizen science project, Eveleigh+, 2013

“Volunteering Versus Work for Pay: Incentives and Tradeoffs in Crowdsourcing, Mao+, 2013

Creativity in citizen cyberscience: All for one and one for all, Jennett+, 2013

Learning at the Seafloor, Looking at the Sky: The Relationship Between Individual Tasks and Collaborative Engagement in Two Citizen Science Projects, Hassman+, 2013

Galaxy Zoo: Morphological Classification and Citizen Science, Fortson+, 2012

Galaxy Zoo: Exploring the Motivations of Citizen Science Volunteers, Raddick+, 2010

Data

Results & Datasets (5)

Rainfall Rescue Data Set, Hawkins, 2021

U.S. WWI Burial Cards at Fold3, Hoppe+, 2021

Living with Machines alpha and beta Zooniverse 'accident' task data, 2020

Scribes of the Cairo Geniza Data, Scribes of the Cairo Geniza Team, 2020

Mutual Muses Results, Mutual Muses Team, 2018