THE SCIENCE OF DETECTION

SPACESIFT

What can telescopes find, and what do they miss?

Ninety days of a star's brightness. A planet is hiding in here.

A simulated star, with the dip enlarged so you can see it. Our experiments ran these steps in 72,440 searches with known answers: what they found.
SCROLL

Move your cursor: it bends starlight the way gravity does.

WHAT WE FOUND

Three investigations, one question: how often is a search right, and what does it miss?

Every result shows its data, method and baseline, counts its errors in both directions, names its limits, and can be rerun.

Every night, telescopes record millions of points of light. Most are noise. Some are new worlds. A few could come close to Earth. SpaceSift asks how often we catch them, and how often we are fooled.

INVESTIGATION 01 · HIDDEN PLANETS

Worlds hide in starlight.

When a planet crosses in front of its star, the starlight dips. For an Earth passing a Sun-like star, by less than 0.01%.

INVESTIGATION 01 · HIDDEN PLANETS

Searches hunt for the repeat.

Planet-hunting software scans months of brightness for a dip that comes back, orbit after orbit.

INVESTIGATION 01 · HIDDEN PLANETS

But stars flicker.

Pulsations and starspots can drown the signal. In our tests the standard search found 0 of 106 planets hidden around a pulsating star, and 105 once its rhythm was removed.

Hide a planet yourself →
YOUR TURN

Can you find the planet before the computer does?

A planet is hidden in this star's light. Slide the orbit until its dips stack into one: the signal strength jumps when you hit it. The trace under the slider remembers every orbit you've tried.

Fine-tune with − and + (or Shift + arrow keys). A green spike in the trace is worth going back to.

INVESTIGATION 02 · STARLIGHT

Light is a fingerprint.

Spread starlight into a rainbow and dark lines appear: atoms in the star soaking up exact colors.

INVESTIGATION 02 · STARLIGHT

Every line names an element.

Calcium, hydrogen, sodium, iron. Their pattern reveals how hot a star is and what it is made of, and the same trick tells rock from metal on an asteroid.

INVESTIGATION 02 · STARLIGHT

Read any star.

Upload a spectrum, even a picture of one, and it is matched against 123 real stars. Or test yourself on a mystery star.

Read a star →
INVESTIGATION 03 · NEW ASTEROIDS

New dots, every night.

Survey telescopes report moving objects they can't identify to the Minor Planet Center's confirmation page.

INVESTIGATION 03 · NEW ASTEROIDS

Which ones are real?

A machine-learned ranking scores every candidate twice a day by how likely it is to be a genuine near-Earth object, not junk or an ordinary asteroid. That is not the chance of hitting Earth.

INVESTIGATION 03 · NEW ASTEROIDS

Catch them before they're gone.

A candidate nobody follows up can be lost within days. Ranking them is a small, real piece of planetary defense.

Open the live dashboard →
TONIGHT'S SKY · LIVE

Every new asteroid candidate, where it is right now.

The sky drawn as a globe, with Earth at the centre. Each dot is a candidate on the Minor Planet Center's confirmation page, glowing by how likely our model thinks it is to be a real near-Earth object. Drag to turn the sky.

Loading tonight's candidates…

  • Likely real (P ≥ 0.8)
  • Uncertain (0.4 to 0.8)
  • Probably not (under 0.4)
  • Ecliptic, where the planets and most asteroids travel
  • Celestial equator

A likely-real candidate far from the ecliptic is especially interesting: ordinary main-belt asteroids stay close to it. A high score means "probably a real near-Earth object", not "on course for Earth".

Open the full ranking →

Small signals, measured honestly.

HIDDEN PLANETS
0.0084%

How much an Earth dims a Sun-like star as it passes in front. That is the signal planet searches have to find under noise and stellar flicker.

WHEN STARS FLICKER
105of 106 planets found
Standard filter0
Rhythm removed first105

Planets hidden around a star pulsing every 4 hours (experiment SS-0002A).

STAR FINGERPRINTS
123real stars

A library from hot blue O stars to cool red giants that uploaded spectra are matched against.

ASTEROID WATCH
2× per day
live ranking

Every new candidate on the Minor Planet Center's confirmation page is re-scored.

WHAT IT IS

Three free tools and the open experiments behind them: a lab for hiding planets and testing the search, a lab for reading what stars and asteroids are made of, and a live ranking of new asteroid candidates.

WHO IT'S FOR

Students, observers and anyone curious how we know what's out there, not just the headline results. Every number comes from code and data you can rerun.

WHY IT MATTERS

A missed planet looks exactly like no planet, so counts of how common worlds are depend on knowing what searches miss. And a new asteroid that isn't followed up in time can be lost.