Clear Orbit Secure Future 2026
Page 14 of 34 · WEF_Clear_Orbit_Secure_Future_2026.pdf
Two scenarios to represent the uncertainty in anomaly events (2025–2035) FIGURE 4
20%Scenario 1:
Base (full
probability
estimate)Services
$19.3BInfrastructure
$11.4B
Share of
total losses
Adjusted share
of total losses80% 20% 30% 50%
100% 25% 100% 65% 35%
Scenario 2:
Adjusted
(uncertainty
applied)
Services
$7.7BInfrastructure
$6.4B
Source: Novaspace, 2025
The effects of these anomalies are not uniform. While
most may be minor, a small fraction can cause lasting
damage that shortens a satellite’s lifespan.2 The effects
of anomalies are also non-linear. The way operators
respond to anomalies, such as the time and resources
spent on diagnosing or mitigating issues, adds further
economic costs that are difficult to capture.
To account for the impact of Category 1 uncertainty,
the valuation uses distinct approaches to create
two scenarios.
In scenario 1, the economic estimation model
applies a deterministic expected-value approach,
using the annual probability of collision derived
from the orbital population model. This represents
the upper-range estimate of projected losses of
approximately $30.7 billion (see Figure 3), based
on the annual value of anomaly events derived
from the collision probability model. Even at this level, the estimated impact equals only about 1.4%
of the space industry’s projected $3.03 trillion in
cumulative infrastructure and services value over the
next decade, and it treats the model’s probabilities
as the best reflection of current knowledge.
In scenario 2, the valuation supplements the
deterministic approach with an uncertainty-
aware scenario that provides a range of possible
outcomes rather than a single figure. While the
valuation cannot fully capture the severity of
anomalies due to its expected-value design, it
allows for adjustments to the expected value
to better reflect the variance in outcomes of an
anomaly event. When incorporating uncertainty
adjustments, it is assumed that most anomalies
have limited effects, such as minor malfunctions
or temporary service interruption. Applying this
uncertainty factor to both infrastructure and
services yields an estimated impact of $14.2 billion. While most
anomalies may
be minor, a small
fraction can cause
lasting damage
that shortens a
satellite’s lifespan.
Clear Orbit, Secure Future: A Call to Action on Space Debris
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