Tuesday, June 16, 2026

Chatbots vs. Ozone

Source
Back in February I posted The Kessler Syndrome, which also included a brief section mentioning the impacts of the proposed megaconstellations on the environment, specifically global warming from CO2 and black carbon, and depletion of the ozone layer. Three months earlier Anton Petrov had examined the last of these in Risk of Ozone Layer Destruction from Internet Satellite Swarms and Rocket Fuel. He has now followed up with SpaceX Is Conducting a Giant Chemical Experiment on Our Atmosphere Without Realizing. Below the fold I survey the papers Petrov cited and a few others.
The papers involved are, in date order, as follows together with extracts from their abstracts:

Impact of Rocket Launch and Space Debris Air Pollutant Emissions on Stratospheric Ozone and Global Climate by Robert Ryan et al (9th June 2022):
Rockets, unlike other anthropogenic pollution sources, emit gaseous and solid chemicals directly into the upper atmosphere. We compile inventories of these chemicals from rocket launches in 2019 and projections of future growth and speculative space tourism activity. We incorporate these in a 3D atmospheric chemistry model to simulate the impact on climate and the protective stratospheric ozone layer. We find that loss of ozone due to current rockets is small, but that routine space tourism launches may undermine progress made by the Montreal Protocol in reversing ozone depletion in the Arctic springtime upper stratosphere. The BC (or soot) particles from rockets are also of great concern, as these are almost five hundred times more efficient at warming the atmosphere than all other sources of soot combined.
Note that even four years ago it was already clear that the space industry was both depleting ozone and aggravating global warming. But this was before the scale of the proposed mega constellations was evident.

Metals from spacecraft reentry in stratospheric aerosol particles by Daniel Murphy et al (7th September 2023):
So far, models of spacecraft reentry have focused on understanding the hazard presented by objects that survive to the surface rather than on the fate of the metals that vaporize. Here, we show that metals that vaporized during spacecraft reentries can be clearly measured in stratospheric sulfuric acid particles. Over 20 elements from reentry were detected and were present in ratios consistent with alloys used in spacecraft. The mass of lithium, aluminum, copper, and lead from the reentry of spacecraft was found to exceed the cosmic dust influx of those metals. About 10% of stratospheric sulfuric acid particles larger than 120 nm in diameter contain aluminum and other elements from spacecraft reentry. Planned increases in the number of low earth orbit satellites within the next few decades could cause up to half of stratospheric sulfuric acid particles to contain metals from reentry.
Much of the reentry burn happens above the stratosphere, and it takes time for the aluminum nanoparticles to drift down to the levels where they were collected. So the 10% number represents pollution from an earlier period with fewer reentries that the 2020s. Murphy notes that:
Most of the meteoric mass is deposited at altitudes between 75 and 110 km by a very large number of sub-millimeter meteoroids. Reentering spacecraft, which are larger and moving more slowly, ablate between 40 and 70 km over a ~300 km long footprint
His samples were collected at 19km altitude.

Potential Ozone Depletion From Satellite Demise During Atmospheric Reentry in the Era of Mega-Constellations by José P. Ferreira et al (11th June 2024):
This paper investigates the oxidation process of the satellite's aluminum content during atmospheric reentry utilizing atomic-scale molecular dynamics simulations. We find that the population of reentering satellites in 2022 caused a 29.5% increase of aluminum in the atmosphere above the natural level, resulting in around 17 metric tons of aluminum oxides injected into the mesosphere. The byproducts generated by the reentry of satellites in a future scenario where mega-constellations come to fruition can reach over 360 metric tons per year. As aluminum oxide nanoparticles may remain in the atmosphere for decades, they can cause significant ozone depletion.
Ferreira et al confirm the potentially long delay between reentry and the nanoparticles reaching the ozone layer and depleting it:
we find that these reentry byproducts may take up to 30 years to settle from the top of the mesosphere into the stratospheric ozone layer. Upon reaching an altitude of about 40 km, aluminum oxides catalyze chlorine activation which promotes ozone depletion. This suggests that concentrations of aluminum oxide compounds may start increasing in the mesosphere well before reaching the stratospheric ozone layer. This would introduce a noticeable delay between the beginning of the injection process when orbiting bodies are decommissioned and the eventual ozone-depletion consequences in the stratosphere.
Investigating the Potential Atmospheric Accumulation and Radiative Impact of the Coming Increase in Satellite Reentry Frequency by Christopher Maloney et al (21st March 2025):
A lack of observations and validated models of reentry demise limits our ability to simulate the complex aerosols associated with reentry, which makes estimating the climate impacts difficult. Aluminum is a primary satellite component and will likely be emitted during reentry vaporization in the form of alumina. Unmodified alumina is a useful approximation for metallic reentry aerosol. In this study, we simulate a potential yearly emission of 10,000 metric tons of alumina from reentering space debris. We investigate how the location of atmospheric accumulation, aerosol size distribution, and radiative properties of reentry alumina impacts the middle atmosphere. We find that 20,000–40,000 metric tons of alumina accumulates at high latitudes between 10 and 30 km in both hemispheres. Small changes in mesospheric heating rates lead to 1.5-K temperature anomalies in the middle atmosphere at high latitudes. These temperature anomalies are accompanied by changes in wind speed in the polar vortex.
So there are thermal effects on the climate as well as the effects on the ozone layer.

Near-future rocket launches could slow ozone recovery by Laura Revell et al (9th June 2025):
To understand if significant ozone losses could occur as the launch industry grows, we examine two scenarios. Our ‘ambitious’ scenario (2040 launches/year) yields a −0.29% depletion in annual-mean, near-global total column ozone in 2030. Antarctic springtime ozone decreases by 3.9%. Our ‘conservative’ scenario (884 launches/year) yields −0.17% annual, near-global depletion; current licensing rates suggest this scenario may be exceeded before 2030. Ozone losses are driven by the chlorine produced from solid rocket motor propellant, and black carbon which is emitted from most propellants. The ozone layer is slowly healing from the effects of CFCs, yet global-mean ozone abundances are still 2% lower than measured prior to the onset of CFC-induced ozone depletion. Our results demonstrate that ongoing and frequent rocket launches could delay ozone recovery. Action is needed now to ensure that future growth of the launch industry and ozone protection are mutually sustainable.
Note that this paper addresses only the ozone depletion from launches, not from reentry. But their 'ambitious' scenario of 5.6 launches/day is far short of Musk's ambitions, let alone the other planned megaconstellations. My understanding is that the 2040 launches/year in their scenario are of Falcon 9 class vehicles but "only 4.4% of launches are using vehicles designed for re-entry", which is implausible. But the mega-constellations can't be built or maintained with Falcon 9s.

Will Lockett is, as one should be, skeptical of Musk's claims. In Musk’s Orbital Data Centre Idea Is Getting More Stupid By The Day he analyzes the claimed "million satellite data center" assuming it is built, as Musk claims, with Starship but over 15 years, a longer timescale than Musk's:
To achieve that, they would need to launch 120,000 satellites per year. Over the 15 years, they would launch 1.8 million satellites, but 800,000 of them would fail (as part of our 9% failure rate), leaving a total operational fleet of one million satellites. This equates to 3,158 Starship launches per year, or nearly nine launches per day. For some context, the current launch rate for Starship is just five per year.
...
In order to keep a million satellites in the constellation, it needs to be maintained. So, each year, SpaceX would have to launch 90,000 AI Sat Minis to replace the roughly 9% of the constellation that failed. That equates to 2,368 Starship launches per year, or 6.4 per day.
That's 9 launches/day for 15 years then 6.4 launches/day indefinitely of a much rocket that is vastly bigger than Falcon 9 and is completely re-usable.

Of course, these claims are ridiculous - neither logistically nor economically feasible. But assuming Starship or a competitor such as Blue Origin does manage to create a reliable, reusable, 100 ton to LEO launch vehicle, there will be a lot more mass in LEO and a lot more of it reentering.

Measurement of a lithium plume from the uncontrolled re-entry of a Falcon 9 rocket by Robin Wing et al (19th February 2026):
A 10-fold enhancement of lithium atoms was detected at 96 km altitude by a resonance lidar at Kühlungsborn, Germany, approximately 20 hours after the uncontrolled re-entry of a Falcon 9 upper stage. The upper-atmospheric extension of the ICON general circulation model, nudged to ECMWF, was used to calculate winds. Backwards trajectories, including wind variability as measured by radar, traced air masses to the Falcon 9 re-entry path at 100 km altitude, west of Ireland. This study presents the first measurement of upper-atmospheric pollution resulting from space debris re-entry and the first observational evidence that the ablation of space debris can be detected by ground-based lidar. The analysis of geomagnetic conditions, atmospheric dynamics, and ionospheric measurements supports the claim that the enhancement was not of natural origin. Our findings demonstrate that identifying pollutants and tracing them to their sources is achievable, with significant implications for monitoring and mitigating space emissions in the atmosphere.
The effect of lithium and other spacecraft ingredients on the ozone layer doesn't appear to have been studied compared to aluminum. To be fair, there will be a lot more aluminum.

Radiative Forcing and Ozone Depletion of a Decade of Satellite Megaconstellation Missions by Connor Barker et al (14th May 2026):
We use a global inventory of launch and re-entry emissions covering the onset of the megaconstellation era (2020–2022), and project these to 2029 based on 2020–2022 growth rates. We implement this inventory into a 3D atmospheric chemistry model to determine the impacts of megaconstellations on the ozone layer and climate. We find that global stratospheric ozone depletion from all mission types is relatively small compared to surface sources and megaconstellation missions only account for about one-tenth of this depletion. This is because rockets launching megaconstellations almost all use kerosene, a large source of black carbon or soot particles, but not of chemicals such as chlorine that directly destroy ozone. Soot from rockets absorbs sunlight, warming the upper layers of the atmosphere and decreasing the amount of sunlight reaching Earth's lower atmosphere, causing it to cool. Megaconstellation missions are responsible for about half of this climate effect. In this regard, rockets launching megaconstellations and other missions are like small-scale stratospheric aerosol injection experiments without forethought for potential unintended consequences.
Again, this paper addresses only atmospheric impacts from launches, not from reentries. And, the launch rate for 2020-2022 is far less, and uses much smaller rockets, than the proposed "million satellite data center" and its competitors.

4 comments:

David. said...

Tom Perkins' Space datacenters proposed by Musk and Bezos ‘catastrophic’ for planet, experts warn reports on concern spreading:

"Space datacenters proposed by SpaceX, Jeff Bezos’s Blue Origin and others would release staggering levels of pollution that would probably alter the Earth’s atmosphere and be “catastrophic” for the planet, space industry experts and environmental groups warn in a new petition demanding a review of their impacts."

Good luck with that under the current administration.

David. said...

Molly Taft's The Real Reason Data Center Gas Power Plants Are So Dirty shows that if AI solves the climate crisis it will have made it much worse before hand:

"Amazon has acquired a massive off-grid power plant being built in Texas for one of its data centers that could be one of the biggest sources of greenhouse gas emissions in the US.

But size isn’t the only reason its climate toll will be so high. The plant will rely on a much less efficient set of gas turbines than regular power plants use; these kinds of turbines are also increasingly being put to use at other data center projects around the US. That could have big implications for the environmental impact of artificial intelligence—and the future of the US grid.

Amazon’s Texas power plant is permitted to emit up to 33 million tons of greenhouse gases a year. The project will rely solely on simple cycle turbines, which mix fuel and air in a combustion chamber to create energy, letting off a significant amount of waste heat in the process. Combined cycle units, which are generally used at on-grid power plants, add an additional steam turbine component to capture the waste heat and turn it into more energy. That means they release fewer emissions for the same amount of energy."

David. said...

Eric Berger's Satellite operators are in panic mode due to a worsening launch crisis notes that:

"With a growing number of constellations big and small, there is a huge and growing demand signal. The Commercial Space Federation predicts demand for thousands of satellite launches annually in less than a decade. Analysys Mason forecasted that more than 37,000 satellites will need to be launched between 2023 and 2033. [Caleb] Henry’s own firm, Quilty Space, has charted a change in the discussion from how many launch companies the US market can support to who can execute the fastest to meet surging satellite needs.

And if things are bad now, there are reasons to believe they may get even worse over the next two to four years.

Myriad factors are driving this crunch, but the principal concern of late has been SpaceX.

The company that is almost exclusively responsible for the dramatic increase in launch availability in the 2020s has signaled that it intends to wind down Falcon 9 operations as quickly as possible in favor of the larger Starship rocket. Some might see that as a good thing due to Starship’s enormous payload capacity. But there are growing concerns that SpaceX will largely focus on its own payloads—Starlink v3 satellites and orbital data centers—because of their potential to drive far greater profits. The Starship rocket’s PEZ satellite dispenser, optimized for Starlink, is an indication of the company’s priorities."

This would be all well and good, at least for SpaceX, if Starship met its goals of a rapid launch cadence, resuability of both stages, and 100 tons to LEO in the next couple of years. But, as Will Lockett has been pointing out for example in Was Starship Launch 13 A Success?, Starship has yet to deliver anything to LEO, let alone 100 tons, and yet to reuse either stage. It is many years behind schedule, and is very unlikely to meet NASA's schedule for returning to the Moon.

If Starship suffers more years of delay and SpaceX winds down Falcon 9, the orbital data center dream wil vanish into the future.

David. said...

Scott K. Johnson points out another major problem with the orbital data center fantasy in SpaceX’s orbital data centers would create a new category of e-waste:

"Elon Musk’s talk about maintaining a million-strong AI data center satellite megaconstellation may not exactly be practical or economical, but it might be unique. It’s about the closest we’ve come to confronting a scheme that would export a considerable amount of valuable materials into space. Humans aren’t doing a great job of material sustainability, but normally we’re talking about stuff escaping a recycling pipeline rather than escaping Earth’s gravitational pull.

The commercial space sector likes talking about the allure of mining asteroids for precious metals to bring back to Earth. Under what circumstances are we going to be willing to do that in reverse? Starlink alone has doubled the mass of objects in low-Earth orbit, and this orbital data center constellation would dwarf that—and dispose of at least some satellites by pushing them away from Earth.

Given the roughly five-year expected lifetime for data center GPUs, about 200,000 of the 1 million proposed SpaceX AI1 satellites would be decommissioned each year. Based on their May 29 FCC filing, about 40,000 would definitely deorbit and burn up in the atmosphere. (Those materials would largely be dispersed throughout the atmosphere, turning a resource into a diffuse contaminant that slowly settles over the globe. One related issue: the aluminum would cause an unknown amount of ozone depletion over a period of decades.) Some or all of the remaining 160,000 satellites would be moved outward into a distant “disposal” orbit, instead. Either way, they’re lost from a “material life cycle” point of view."