Clear Orbit Secure Future 2026
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Appendix C
Economic analysis –
assumptions and methodology
The probabilities obtained from the orbital population
model detailed in Appendix B were used in
combination with Novaspace’s proprietary satellite
database to determine the economic value of the
forecast orbital collisions through a deterministic
valuation. When combining the data for the economic
valuation, several assumptions were made:
1 The value of the infrastructure is derived from
Novaspace’s proprietary database, which
provides historical, current and forecast data on
the total number of satellites launched and to be
launched. For each of these satellites, the
valuation assigns a manufacturing cost and a
launch cost, which together form the value of
the infrastructure in any given year within the
time frame of interest.
2 A discount rate of 4% is applied to the
manufacturing and launch value of the satellites
over the years of their lifespan, with the exception
of large constellations, to which a discount rate of
6% is applied. The five large constellations are:
Starlink, Amazon Leo, Starshield, Guowang
and Qianfan. Large LEO constellations are
designed for fast replacement cycles (e.g. five to
seven years) to keep performance and spectrum
efficiency high. That implies faster economic
depreciation and higher obsolescence risk than,
say, a 12–15-year GEO satellite. A higher
discount rate is a reasonable shorthand for
that accelerated economic ageing.
3 The cost of a risk-reduction manoeuvre
is determined according to a 2023 NASA
study,27 differentiated according to the
operator type (commercial, government,
academic or defence).
4 The cost of a risk-reduction manoeuvre for
constellations is considered to be zero, as this
cost is assumed to be absorbed in the
infrastructure cost of the asset. This is
supported by the same NASA study, which
found that commercial operators have largely
automated their analysis and response to
debris interactions. 5The threshold for a manoeuvre is assumed
to be 1.00E-04 throughout the decade.
6 The value of services is derived from
Novaspace’s proprietary database, which
provides yearly estimates of the total service
revenues generated by satellites across different
applications. For this analysis, the relevant
applications are Earth observation,
telecommunications, satellite navigation,
space security and space logistics.
To estimate the costs associated with satellite
anomalies, the valuation incorporates a set of
discounting assumptions that consider the severity
and operational impact of those events. These
assumptions are different for infrastructure-related
and service-related consequences, accounting
for the likelihood of benign, moderate and severe
anomalies as well as the structural resilience
offered by satellite constellations in LEO. The
following reports the discounting rationale applied
to each category.
For infrastructure:
–50% of the expected value is heavily discounted
to represent that most anomaly events are
benign, with only 35% of its value retained in
the decadal sum.
–Of the remaining 50%, 30% is moderately
discounted, with 65% of its value retained.
This indicates that some anomaly events
may temporarily disrupt satellite operations
before recovery.
–The final 20% is left undiscounted, meaning its full
expected value is carried forward, representing
the limited number of anomaly occurrences able
to cause lasting damage, shortening a satellite’s
lifespan or diminishing its functionality to provide
services in a given period.
Clear Orbit, Secure Future: A Call to Action on Space Debris
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