Research record2026Active development · no results yet
Empirical observation equilibria: the Russian seaborne-crude corridor, 2021-2024
Can public shipping and port records identify the feedback between sanctions-evasion behavior and the observation system used to measure Russian seaborne crude?
- Status
- Active development · no results yet · Design and data construction; no empirical results yet
- Role
- Sole author
- Authors
- Ian Helfrich
- Method
- AIS track linkage · port-arrival reconciliation · structural parameter design
- What this record does not establish
- No empirical results exist yet; identification, coverage, and data construction remain under development.
A public manuscript is not yet available.
Abstract
Summary
A proposed empirical design for studying what public AIS tracks, port arrivals, and commodity-flow records can reveal about Russian seaborne crude as routes adapt to sanctions and observation. Data construction and identification remain under development; no empirical results exist yet.
Methods and notes
This project is in the empirical-design and data-construction phase and proposes using AIS coverage, port arrivals, and commodity-flow records. No empirical results exist yet, and identification and coverage remain under development.