Public Frontier

Research notes

Background for citizen astronomers

The Public Frontier Collaboration

Reviews and field guides, fully referenced. They are updated as the field changes.

M45, the Pleiades.
  1. [1]Amateurs in the archive: How people outside professional astronomy keep making real discoveries, and what AI changesReview · Since 2007, volunteers and independent researchers have found planets, unusual galaxies, brown dwarfs and an interstellar comet, and AI coding agents now let one person run a complete planet search, which makes checking the result the real work.
  2. [2]Where amateurs can contribute, and how a discovery gets confirmed: A field guide to open research areas, their public data and tools, and the official channels for reporting a candidateField guide · This guide maps six areas of astrophysics where volunteers can do real research, lists the public data and free tools for each, and explains the official routes by which a candidate becomes a checked and credited result.

Milestones

TABLE I. Discoveries made by amateurs and volunteers, or with machine learning on public data. Each row links to its source.
YearWhatWho
2007Hanny's VoorwerpA Dutch schoolteacher classifying galaxies for Galaxy Zoo spots a glowing green cloud of gas the size of the Milky Way next to a spiral galaxy.Hanny van Arkel, Galaxy Zoo volunteer
2009The Green PeasSmall, bright green galaxies first noticed by volunteers turn out to be a class of compact galaxies forming stars at extreme rates.Galaxy Zoo volunteers
2012PH1b, a planet in a four-star systemVolunteers searching public Kepler data find a planet that orbits a pair of stars inside a system of four stars.Kian Jek and Robert Gagliano, Planet Hunters volunteers
2016The dipping star KIC 8462852Volunteers flag a Kepler star whose brightness drops irregularly by up to about 20 percent, and the team's favoured explanation is a swarm of comet fragments.Planet Hunters volunteers and a team led by Tabetha Boyajian
2016A supernova caught as it beganWhile testing a new camera, an amateur records the first rise of supernova SN 2016gkg at an unprecedented rate of about 40 magnitudes per day.Víctor Buso, amateur astronomer in Rosario, Argentina
2017Kepler-90iA neural network trained on Kepler signals finds an eighth planet around the star Kepler-90.Christopher Shallue of Google AI and Andrew Vanderburg of the University of Texas at Austin
2019The first interstellar cometAn amateur astronomer discovers 2I/Borisov, the first confirmed comet from outside the solar system.Gennady Borisov, amateur astronomer in Crimea
2020TOI-813 bVolunteers find the project's first planet, a Saturn-sized world on an 84-day orbit around a subgiant star.Planet Hunters TESS volunteers
2020TOI-1338 b, TESS's first planet around two starsReviewing systems that volunteers had marked as eclipsing binaries, a student intern spots the transit of a planet that orbits two stars.Wolf Cukier, high-school intern at NASA Goddard
2021ExoMiner validates 301 planetsA deep learning classifier validates 301 new planets in the Kepler archive.Hamed Valizadegan and colleagues at NASA Ames
2021The AccidentA citizen scientist checking candidates from his own software spots a brown dwarf so unlike the others that standard searches had missed it.Dan Caselden, Backyard Worlds: Planet 9 volunteer
2023A ring around QuaoarThree amateurs who watched Quaoar pass in front of a star in 2021 co-author the Nature paper reporting a ring outside the dwarf planet's Roche limit.Jonathan Bradshaw, Renato Langersek and John Broughton, amateur astronomers in Australia
2024A mini-Neptune in a habitable zoneVolunteers find a mini-Neptune on a 272-day orbit in the habitable zone of TOI 4633, a star with a stellar companion.Planet Hunters TESS volunteers
2024VARnetA single-author paper describes a machine learning model built to find variable objects among the nearly 200 billion detections in NEOWISE data.Matteo (Matthew) Paz, Pasadena high-school student
2024A dwarf nova caught in real timeVolunteers sorting live detections from the GOTO telescopes catch a dwarf nova as it brightens by 8.5 magnitudes.Kilonova Seekers volunteers
2026A planet candidate around TIC 4206066An independent researcher using an AI coding agent reports a candidate planet 1.4 times the width of Earth on a 3.18-day orbit in public TESS data.Pavel Rabtsevich, independent researcher, working with Claude Code