Research cases
Preserved evidence, methods, and limits
Published cases preserve the evidence behind a bounded conclusion. Any illustrative scenario is labelled separately and is never presented as contracted work, deployment, or achieved result.
Research methods
When no signal is not calm: a Bab-el-Mandeb evidence audit
Public MarineAware demonstrator audit
A preserved public build reproduced its displayed score, then showed why the correct conclusion was insufficient activity evidence rather than a current finding of calm.
Preserved public-page evidenceDeterministic score reproductionSource-role analysisFreshness and missing-data audit
Read the case study Evidence status
Observed public-build audit with a reproducible conclusion.
Propose a bounded, reproducible research case.
MarineAware welcomes research critique, methods discussions, seminar invitations, and bounded collaboration proposals.