Water, methane and carbon compounds leave detectable marks in the light of brown dwarfs, objects too small to sustain hydrogen fusion like stars. A study analyzed 37 nearby examples with NASA's SPHEREx telescope. NASA highlighted the findings on October 8, 2026, following their publication in The Astrophysical Journal.

These objects give astronomers a way to study planet-like atmospheres without a bright host star beside them. They form from collapsing gas clouds but lack enough mass for sustained hydrogen fusion. Their light comes from their own internal heat.

SPHEREx separates that light into 102 colors, producing a spectrum that shows how brightness changes with wavelength. Molecules absorb particular parts of the spectrum. The study identifies atmospheric signatures of water, carbon dioxide, carbon monoxide and methane.

Observing from space opens wavelengths that Earth's atmospheric water largely blocks. The paper compares the measured spectra with several theoretical models. Those comparisons expose difficulties in describing the transition between cloudy and methane-rich brown dwarfs.

The models broadly reproduce chemical trends, the researchers report, but struggle to fit some parts of the spectra at the same time. Differences are especially visible around features sensitive to carbon dioxide and carbon monoxide. This is measured evidence about model limitations, rather than a discovery of life.

The sample in the paper contains 37 objects. NASA says the team has thousands more SPHEREx observations to analyze, so those larger numbers should not be mistaken for the size of this study.

The mission's sky survey is supplying a wider set of comparisons for atmospheric physics. Even brown dwarfs at similar temperatures can show different spectra. Temperature alone does not explain their clouds.