Here's a thread containing the slides and thoughts I shared at today's @seradata space conference. I wasn't able to invest much time to prepare the talk, so some of the slides will look familiar to those attending April's ESA #SpaceDebris conference. Some are new [1/n]
[alt text: talk title "The Space Debris Environment - Current Status and Evolution of the Risk"]
I put this slide together using data from celestrak.com. It shows the historical evolution of the orbital object population (as recorded in the public catalogue). The highlight statistic is that active spacecraft make up 20% of the current catalogue population [2/n]
The trends are interesting! Three key things to take away: (1) the rate at which objects have been added to the catalogue has always exceeded the rate at which objects have decayed, hence the growth of the "on-orbit" population [3/n]
(2) Since the end of 2006, the rate at which objects have been added to the catalogue has increased by about 50% while the rate at which objects have decayed has reduced by about 10% [4/n]
(3) The growth in the catalogued and on-orbit populations is, I think, exponential and quite possibly super-exponential (although that cannot continue, of course) [5/n]
The recent conjunction data from #SOCRATES reveals about 7500-8000 conjunctions within 5 km and about 400 conjunctions within 1 km per day (as of end of May 2021). Many of these involve #Starlink [6/n]
Again, the trend is interesting (and also quite alarming) with substantial increases in the conjunction rate just in the last two years. The model used for the fit is 'super'-exponential [7/n]
[alt text: an increase of 92% since May 2019 for conjunctions within 5 km and of 159% since May 2019 for conjunctions within 1 km]
Exponential growth occurs when the rate at which the population grows is proportional to the number of orbital objects in the population [8/n]
We see exponential growth in many natural populations, although the growth is often limited by some factor (e.g. amount of resources available) but can we really expect to see the same thing in a technological system? [9/n]
The answer is yes! Here, the simulated evolution of the #SpaceDebris population into the future is shown for two very different scenarios, one where the sector adopts mitigation measures widely & one where it doesn't. Both show (super-)exponential population growth [10/n]
This has implications for #SpaceSustainability. The definition adopted by the UN includes the need to preserve the space environment for future generations. Exponential #SpaceDebris growth may prevent this & more stringent measures (e.g. ADR) may be needed [11/n]
I ended with this prototype #SpaceSustainability dashboard, with metrics calculated from simulations. On the left are statistics showing the best outcome we might be able to achieve with debris mitigation. On the right, what our path looks like now [12/n]
Think of the annual growth rate as the interest you might pay on a debt (we have 'borrowed' more of the space environment than we can afford). The interest we owe is currently accumulating at about 5% per year [13/n]
Think of the 'R' value like this: for every object added to the on-orbit catalogue, the environment adds a little extra. On our current pathway, the environment is adding one extra trackable object for every 20 we do (and we are adding objects at a rate of 1.6 per day) [14/n]
I think the previous-but-one tweet really sums up the #SpaceDebris & #SpaceSustainability problems. We have borrowed more of the environment than we/it can afford. The interest we are paying on this debt, in terms of collision risk, is accumulating rapidly [15/n]
There are things we can (and definitely should) do to reduce the interest rate we are paying, but it's only through more robust measures such as Active Debris Removal that we'll be able to reduce the debt. [16/16, end]

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Hugh Lewis

Hugh Lewis Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @ProfHughLewis

23 Apr
I think the #KesslerSyndrome is too often presented as a tipping point or a threshold we have yet to cross, so I wanted to use some aspects of my paper at the 8th European Conference on #SpaceDebris to explain why I think that is wrong [1/n]
The starting point of my thinking was to look at how natural populations grow. The simple exponential model is a standard model that describes the growth of a single population [2/n]
If we know the initial number of individuals in the population N(0) then this model allows us to estimate the number of individuals at any future time t. Here, r is the intrinsic rate of natural increase, which depends on the birth rate, b, and death rate, d [3/n]
Read 25 tweets
9 Apr
I am seeing some ill-informed takes on today's near-miss in orbit so would like to offer some trajectory corrections if I may. Firstly, the chance that a single collision would trigger a catastrophic 'chain reaction' that would sweep through LEO is tiny.
For every close pass involving catalogued objects in orbit we can estimate a collision probability, or Pc. The Pc is between 0 and 1. If it is 1 we can say that a collision is certain. If it is 0 then we can say that a miss is certain.
The event today may have had a Pc between 0.02 & 0.2. In any case, the Pc was relatively small (compared to a Pc of 1) so a miss was the most likely outcome. For a chain reaction to occur a long & sustained sequence of collisions would need to take place.
Read 16 tweets
7 Apr
All of my work interactions are virtual at the moment, as I am sure many of yours are too. In this format I think it is even more difficult to be aware of an #InvisibleIllness or #InvisibleDisability so for #MEAwarenessHour I'd like to ask you to keep this in mind.
It will be harder for you to see if someone is facing challenges so it's perhaps even more important than ever to be kind & considerate in all of your online work interactions.
It's easy to be dismissive, to compare someone else's situation to your own, or to persuade yourself that perhaps your colleague's slow progess is because of a lack of effort. It's important to have empathy & not to judge.
Read 7 tweets
7 Apr
It could be argued that many of the approaches to ensure sustainability identified in this (otherwise excellent infographic) are actually focused on ensuring spaceflight safety & IMHO there are some fundamental omissions, most importantly to do with how we think about the future
It's also not really correct to place large constellations into the category of trends that pose challenges to long-term sustainability (even though most might disagree with me). If we do so, then surely we must place all past, present & future space systems into this category.
I'd also argue that diversity of space actors is a necessary feature of space sustainability, as defined by the UN: it is "the ability to maintain the conduct of space activities indefinitely into the future" realising the objectives of "equitable access to the benefits"
Read 6 tweets
2 Jan
In the last #SOCRATES report of 2020 #Starlink satellites accounted for 29.1% (1-in-3.4) of all 44,530 close approaches < 5 km recorded for the first week of January 2021 with a total Pc of 1.7% #SpaceDebris
Ignoring Starlink-on-Starlink conjunctions the constellation satellites accounted for 9.8% of all close approaches < 5 km.
The yearly rates based on this report are 675,451 close approaches < 5 km involving #Starlink (227,655 ignoring Starlink-on-Starlink conjunctions)
Read 9 tweets
2 Oct 20
It's time for my (seemingly monthly) look at conjunctions involving #Starlink satellites, as predicted by celestrak.com/SOCRATES/. In this month's update I have corrected an error in the conjunction rates for June, July & August (I missed some conjunctions) (1/n) #SpaceSafety
In the SOCRATES report from 30 September 2020, with just over 680 #Starlink satellites in orbit (v0.9 & v1.0), there were 6957 conjunctions < 5 km involving at least one #Starlink satellite (17.7% of all conjunctions in the SOCRATES report) for the 7 days ahead) (2/n)
The number of conjunctions < 5 km involving a #Starlink satellite & something else (i.e. not Starlink) over the 7-day period was 2828 (7.2% of all conjunctions in the SOCRATES report) (3/n)
Read 7 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!

Follow Us on Twitter!

:(