Diagnosing stock-assessment misspecification with machine learning
A simulation-estimation framework for identifying structural sources of misspecification from multivariate stock-assessment diagnostics.
Method developmentProject page →
Projects
Research manuscripts and collaborative work currently in development.
Projects is the development layer of this website: work that is active or planned but is not yet represented by a formal publication. Private manuscript repositories can be described here without exposing their source repository; mature public outputs are surfaced under Publications, Software, or the appropriate final-product section.
Active manuscript projects
Standardizing in-season benchmarking for a highly variable small-pelagic fishery
Historical comparison using season day, effective fishing day, quota progress, functional envelopes, analogue seasons, and environmental adjustment.
Data preparationProject page →
Long-term reorganization of Peruvian pelagic fisheries under environmental variability
Long-term changes in species composition, effort, efficiency, seasonality, fleet structure, spatial footprint, and environmental context.
Concept / assemblyProject page →
Planned manuscript project
fishcore software paper
A potential software paper that will proceed only if the underlying R framework demonstrates stable reuse, documentation, testing, and a defensible methodological gap.
Decision gate: 30 Jun 2027Project page →
Project model. type-paper is reserved for a repository tied to one scientific manuscript. Private type-paper work may appear here while it is under development, without a public repository link. type-project is reserved for a broader or exploratory research initiative that is not yet committed to one manuscript—for example an incubating collaboration, a multi-output research programme, or a project explicitly seeking collaborators. When a specific manuscript becomes defined, it should normally receive its own *-paper repository and type-paper classification. Public mature outputs are discovered through Publications, Software, or another final-product section rather than duplicated here.