Completeness
Quantify planned, observed, missing, rejected and repeated coverage.
Deployment evaluation · 17
Mission data quality
Validate coverage, calibration, uncertainty, provenance, custody and fitness for the intended decision.
Evidence statusCross-domain mission framework · vehicle, operation and jurisdiction validation requiredLast reviewed: 15 August 2026
17
FUURAA thesis
The mission product must meet a declared quality threshold independently of vehicle autonomy.
Engineering map
Turn the title into engineering objects that can be observed, measured and reviewed.
Each layer states the boundary to establish and the evidence needed for the next decision.
Accuracy
Trace calibration, reference, processing and uncertainty to each result.
Use
Confirm review, custody, version and the decision threshold the product supports.
Verification questions
Write the questions first, then decide whether a demo, test, pilot or operating record can answer them.
Each question needs an object, conditions, denominator, threshold and accountable decision owner.
- 01
What quality specification applies?
- 02
How much data are missing or rejected?
- 03
Which processing step changes interpretation?
- 04
Was usefulness confirmed by the recipient?
Evidence to preserve
Enable the next reader to reconstruct conditions, results, failures and the decision.
A conclusion alone loses reviewability; raw records, configuration and exclusions matter too.
- 01
Evidence package 1
Quality specification and acceptance criteria
- 02
Evidence package 2
Raw-to-product provenance record
- 03
Evidence package 3
Independent review and acceptance decision
Scope boundary
State what this evidence still cannot be generalised to.
- 01
High-resolution output, large file volume or attractive visualisation cannot establish accuracy or decision fitness.
- 02
This is an engineering reading and decision framework; it does not replace application-specific risk assessment, conformity work, procurement acceptance or professional advice.
Sources and evidence status
Read standards scope, measurement evidence and application conclusions separately.
Source dates and review status remain visible; external sources open in a new tab.
01
NOAA Ocean Exploration · Updated 2022-04-25 · verified 2026-08-15
↗02Autonomous Underwater Vehicles
Describes untethered AUVs executing planned missions, storing payload data, surfacing for communications and requiring later recovery and processing.
International Hydrographic Review / IHO · Published 2020-11-30 · updated 2021-09-21
↗Hydrographic survey with autonomous surface vehicles
Separates remote piloting from several autonomy levels and links supervision to traffic, hazards, weather, sensors, communications and recovery.