Use cases

One engine, eight ways to use it.

Surveillance analysts, spacecraft engineers, astronomers, servicing teams and data scientists ask different questions of the same light. Here is how each of them gets an answer.

Space domain awareness

Characterise objects from their light curves

Turn magnitudes into answers: is it stabilised, spinning or tumbling, how fast, how big — and does a physical model explain what your sensors measured?

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Satellite operators & manufacturers

Predict, then explain, the brightness of your satellite

From design review to anomaly investigation: how bright your spacecraft looks, where its glints come from, and what a change in its light curve means.

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Constellations & astronomy

Check a constellation against the night sky

The magnitude of every design option along real passes, with its uncertainty — to build satellites that astronomers can live with.

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Debris removal & in-orbit servicing

Know the tumble before the rendezvous

Estimate a target’s spin period, its axis and how they evolve, from ground photometry — to plan the approach and the capture of a non-cooperative object.

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Sensor design & networks

Size a sensor network before you buy it

SNR, limiting magnitude and saturation of real telescope and camera combinations, against the objects you must see — from the ground or from orbit.

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Catalogue monitoring

Watch a whole catalogue for behaviour changes

Months of tracks from many stations, turned into a report per object — behaviour, rotation trend, glints — and alerts the day something changes.

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AI & data science

Train classifiers on labelled light curves

Physically rendered, perfectly labelled synthetic light curves — shape, attitude state, period, axis, geometry, sensor noise — by the thousand.

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Research & teaching

Make satellite photometry visible

See why a satellite brightens or fades — phase angle, glint, shadow, attitude — live and in 3D, with physics you can check.

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Your question is not on the list?

Tell us what you need to know about an object in orbit. If it is written in its light, we will tell you whether LightCurve can read it.