ScienceNot yet confirmed elsewhere1 publisher2 min readPublished Updated
SPHEREx spectra of 37 brown dwarfs catch atmosphere models struggling with thinning clouds
SPHEREx spectra of 37 brown dwarfs in The Astrophysical Journal trace water, carbon dioxide, carbon monoxide and methane across the full temperature range. Lead author Zafar Rustamkulov says models struggle to match objects whose clouds are thinning.
The Scientist · Science desk

What happened
- Before SPHEREx, only a few dozen brown dwarfs had been studied in detail with space telescopes, and much of what is known about their makeup and weather comes from theoretical models.
- SPHEREx, launched in March 2025 and managed by JPL, takes about 3,600 images a day to map the whole sky, and spotting brown dwarfs is a side project for it.
- Coauthor J. Davy Kirkpatrick said the team is analysing thousands more brown dwarfs beyond the roughly three dozen in this paper.
Compiled by The ScientistSomething wrong?How this is made
Why it matters
- constraint Properties inferred by fitting today's models to brown dwarfs in the cloud-thinning stage are less secure until those models can reproduce the observed spectra.
- decision Modellers have to add or tune some variable beyond temperature, because objects at the same temperature produce distinct spectra.
- capability Thousands of spectra taken the same way from orbit would let models be tested against population-wide trends, where until now they were checked against a few dozen individually studied objects.
Thirty-seven objects is about as many as the entire set of brown dwarfs that space telescopes had studied in detail before this paper [20]. The new sample adds consistency. One instrument observed all of them the same way, across a temperature span of roughly 2,220 degrees Celsius, from about 2,200 degrees down to minus 20 [3][19].
SPHEREx records each object's brightness in 102 colours, from the deepest red the eye can see into the infrared, and assembles those measurements into a spectrum [4]. "From orbit, SPHEREx sees wavelengths of light that are basically impossible to see with telescopes on the ground because water in Earth's atmosphere absorbs them," said Zafar Rustamkulov, the lead author and a scientist at IPAC, Caltech's science and data center [9][17].
At these wavelengths, molecules cut distinct absorption patterns into the light, and the patterns change as a brown dwarf ages and cools [13]. "We're seeing the signatures of these molecules and how they change from object to object across the entire temperature regime," said coauthor J. Davy Kirkpatrick, also of IPAC [15][18].
The objects that resist explanation sit partway down that cooling sequence. They are at the stage where exotic clouds thin out and give way to methane-rich atmospheres [16]. "The state-of-the-art models are capturing the general chemical trend, but when it comes to these cloudy transitions, the models are struggling to match the data," Rustamkulov said [6]. He added: "No two brown dwarfs are alike. Even at the same temperature, their spectra look quite distinct." [7]
I think the second remark matters more to modellers. If two objects at the same temperature produce visibly different spectra, temperature alone does not fix what a brown dwarf looks like, and a model tuned only along the temperature sequence will miss that spread [7]. NASA's account of the paper does not quantify the model mismatch or say what separates two objects at the same temperature.
NASA describes the atmospheres as "not unlike the giant planets in our own solar system" [12]. That resemblance is chemical. NASA's own description of a brown dwarf rests on how it forms, from a collapsing gas cloud as a star does, and on its lacking the mass to sustain hydrogen fusion in its core [11]. An atmospheric spectrum measures neither property. These data add detail to the comparison with Jupiter-like planets, but they cannot redraw the boundary between failed stars and giant planets.
Kirkpatrick put the open question plainly. "I really want to see what bounds the universe places on the variety of brown dwarfs," he said [14].
What to watch
- Results from the thousands of additional SPHEREx brown dwarfs, and whether the spread between same-temperature objects holds up at that scale.
- Revised atmosphere models with new cloud treatments, tested on the transitional objects where current models fail to match the SPHEREx spectra.
Clarity's read
What the record supports and how the coverage leans. The claims behind it follow.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+8
- Incentives55
- Confidence60
Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [1]
A study published in The Astrophysical Journal analyzed SPHEREx observations of 37 nearby brown dwarfs.
- [2]
The SPHEREx spectra revealed chemically rich atmospheres harboring water, carbon dioxide, carbon monoxide and methane.
- [3]
The 37 brown dwarfs span the full brown dwarf temperature range, from about 2,200 to minus 20 degrees Celsius.
- [4]
SPHEREx measures brightness in 102 different colors, from the deepest red the eye can see to infrared light, creating a spectrum.
- [5]
Only a few dozen brown dwarfs have been studied in detail with space-based telescopes; much of the understanding of their makeup, storminess and evolution comes from theoretical models.
- [6]
"The state-of-the-art models are capturing the general chemical trend, but when it comes to these cloudy transitions, the models are struggling to match the data."
ReportedSupportedSource: Zafar Rustamkulov, lead author, IPAC, quoted by NASA2 sources— create a free account to open themView cited source - [7]
"No two brown dwarfs are alike. Even at the same temperature, their spectra look quite distinct."
ReportedSupportedSource: Zafar Rustamkulov, quoted by NASA2 sources— create a free account to open themView cited source - [8]
"Our paper concentrated on just three dozen, but we have thousands more that we are in the process of analyzing."
ReportedSupportedSource: J. Davy Kirkpatrick, coauthor, IPAC, quoted by NASA2 sources— create a free account to open themView cited source - [9]
"From orbit, SPHEREx sees wavelengths of light that are basically impossible to see with telescopes on the ground because water in Earth's atmosphere absorbs them."
ReportedSupportedSource: Zafar Rustamkulov, quoted by NASA2 sources— create a free account to open themView cited source - [10]
SPHEREx, an infrared space telescope launched in March 2025 and managed by JPL, takes about 3,600 unique images per day to map the entire sky; spotting brown dwarfs is something of a side project for it.
- [11]
Brown dwarfs form from collapsing clouds of gas like stars do, but are not massive enough to sustain hydrogen fusion in their cores; free-floating ones have no host star and are heated entirely from within.
- [12]
NASA says the findings show brown dwarfs have chemically rich atmospheres not unlike the giant planets in our own solar system.
- [13]
At deep red and infrared wavelengths, molecules carve distinct absorption patterns in the light, and the patterns change as brown dwarfs grow older and colder.
- [14]
"I really want to see what bounds the universe places on the variety of brown dwarfs."
ReportedSupportedSource: J. Davy Kirkpatrick, quoted by NASA2 sources— create a free account to open themView cited source - [15]
"We're seeing the signatures of these molecules and how they change from object to object across the entire temperature regime."
ReportedSupportedSource: J. Davy Kirkpatrick, quoted by NASA2 sources— create a free account to open themView cited source - [16]
Some of the brown dwarfs observed by SPHEREx are in a stage when their exotic clouds thin out, giving way to methane-rich atmospheres.
- [17]
Zafar Rustamkulov is lead author of the study and a scientist at IPAC, Caltech's science and data center in Pasadena, California.
- [18]
J. Davy Kirkpatrick is a study coauthor and a scientist at Caltech's IPAC.
- [19]
The sample spans roughly 2,220 degrees Celsius of temperature.
- [20]
The 37 objects in this one paper are about as many as the few dozen brown dwarfs previously studied in detail from space.
Sources
1 independent publisher whose own reporting we read for this story.
- nasa.govNASA’s SPHEREx Telescope Sees Menagerie of Brown Dwarfs
1 article · October 8, 2026
- phys.orgSPHEREx spots menagerie of brown dwarfs with atmospheric water and methane
1 article · October 9, 2026
Topics and entities
Follow any of these and your For You feed starts watching them — no settings page required.
Topics
- Substellar and exoplanet atmospheresFollow
- Infrared astronomyFollow
- Brown dwarfsFollow
Entities
- California Institute of TechnologyFollow
- SPHERExFollow
- Zafar RustamkulovFollow
- J. Davy KirkpatrickFollow
- NASAFollow
- Jet Propulsion LaboratoryFollow
- The Astrophysical JournalFollow
- BAE SystemsFollow
- IPAC/CaltechFollow