Maritime Surveillance Economics

First-principles cost analysis across 15 surveillance platform types. Explore cost-effectiveness, build chokepoint barriers, compare ASW approaches, and map platform economics to the buyers who pay for maritime surveillance.

Read the article: Observations from Earth →

Why Ocean Surveillance Is Hard

361 million km2 of ocean. ~100,000 vessels in transit. A ship unobserved for 6 hours could be anywhere in a 160 km radius. Every sensor faces the same core physics problem: the target must produce a signal that exceeds the environmental background. The ocean makes this hard in every domain.

361M km2
Ocean surface area
16x
Power needed to double radar range
~67%
Cloud cover blocking optical sensors
3,300+
Dark fleet vessels evading AIS

Radar: The R4 Problem Explore →

$$R_{\max} = \left[\frac{P_t \, G^2 \, \lambda^2 \, \sigma}{(4\pi)^3 \, S_{\min}}\right]^{1/4}$$

Range scales as the fourth root of power - doubling detection range requires 16x more power. But the ocean makes this worse: sea surface backscatter (clutter) is often stronger than the target return itself. Maritime radar is almost never noise-limited - it is clutter-limited. The K-distribution clutter penalty can be 12 dB, meaning a small boat at 25 km range may be invisible even to a 100 kW X-band radar.

This is why a ship-mounted radar at 30m height covers only ~1,250 km2, while a HALE UAV at 15 km altitude covers 7 million km2 per sortie. Altitude buys radar horizon. Cost per km2-hr varies by 3+ orders of magnitude across platforms.

Underwater: Sound Is All You Have Explore →

$$\text{SE} = \text{SL} - \text{TL} - (\text{NL} - \text{DI}) - \text{DT}$$

Electromagnetic signals attenuate within meters in seawater. Only sound propagates at useful range. Detection requires signal excess > 0 dB. Modern quiet submarines radiate 90-120 dB - 30-40 dB quieter than Cold War boats, partially negating the ocean's acoustic advantages.

The SOFAR channel is unique physics. At ~1000m depth, sound energy is trapped by refraction, converting spherical spreading ($20\log R$) to cylindrical spreading ($10\log R$) - a 30 dB advantage at 1,000 km. This is why seabed nodes and deep-towed arrays can detect at hundreds of km, but submarines that stay above the channel can avoid detection entirely.

Resolution vs. Coverage: You Can't Have Both Explore →

$$\dot{A}_{\text{coverage}} = \frac{V \times W_{\text{swath}}}{t_{\text{resolution}}}$$

Every sensor has finite information capacity per unit time. SAR satellites achieve ~1m resolution but revisit only every 1-12 days. OTHR covers 13 million km2 but at 50 km resolution - you can't tell a tanker from a warship. Optical sensors are blocked by cloud cover ~67% of the time.

This is information theory, not engineering failure. The layered architecture (wide-area cueing + narrow-area classification) is a consequence of physics. Three sensors at $P_d = 0.3$ each give $P_d = 0.66$ combined - the mathematical basis for why no single platform works.

AIS: A Cooperative System With No Authentication

AIS is the backbone of vessel tracking - but it can be spoofed (false position), impersonated (false identity), or simply turned off. As of 2025: 3,300+ dark fleet tankers operate with AIS disabled. Spoofing incidents up 200%+ since 2022. 24,000+ vessels experienced GPS jamming in Q1-Q3 2025 alone.

90% of fishing vessels in marine protected areas are invisible to AIS (Science, 2025). The dark fleet grew to 3,300 vessels despite satellite monitoring. Detection without enforcement does not deter - the technology problem is being solved, but the governance problem is not.

These constraints define the economics below. Explore interactive physics visualizations →

Assumptions

Editable parameters update all calculators and the comparator chart in real time. Platforms without inputs (satellites, manned aircraft) use fixed reference data from the report.

Low-cost radar USV (surface surveillance)

Low-cost ASW USV (towed hydrophone)

Traditional benchmarks

Stratospheric UAV (custom platform)

Solar-powered autonomous stratospheric aircraft. Edits update the bubble chart in real time.

Platform Cost Comparator

Cost per km2-hr (x-axis) vs persistence (y-axis). Bubble size represents coverage area - larger bubbles monitor more km2. Click a platform for details and example companies.

-

-
-
-
-
-
-
-

Chokepoint Calculator

Calculate USV barrier requirements and costs vs traditional patrol.

Comparison vs Traditional Patrol

ApproachUnitsDaily CostAnnual CostRatio

Fleet Builder

Scale a USV fleet and compare to equivalent traditional naval assets.

50

Equivalent Cost Comparison

Matryoshka Strategy

Nested platform architectures - vehicles carrying vehicles. Configure a mothership with ASVs and AUVs to see how coverage multiplies and cost per km2-hr compresses across domains.

Mothership Tier

The outermost layer - provides transit, fuel, comms relay, and maintenance for subordinate platforms.

ASV Tier

Surface autonomous vessels - fan out 50-100 km, carry radar/AIS/EO, relay comms, recharge AUVs.

AUV Tier

Underwater autonomous vehicles - deploy 5-20 km from host ASV, carry hydrophones/sonar/MAD, return for recharge.

Nesting vs Standalone Comparison

ConfigurationSensor NodesCoverage (km2)Cost/km2-hrDomainsMultiplier

ASW Cost Comparison

Compare three anti-submarine warfare approaches for a given barrier.

Market Segments

Who pays for maritime surveillance, what they spend, and which platforms serve each buyer. Bottom-up sizing from observable budgets and contracts - not top-down TAM projections.

SAM = Serviceable Addressable Market for an autonomous surveillance startup. Bars show low-high range. Total realistic SAM: $2-5B/year (~10-15% of the $31.4B headline market).

-

-
-
-
-
-
-