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Human-facing FCV scientific-instrument workspace

FCV Spatial Data Research

Source-native empirical data, explicit experiments, and scientific-instrument commissioning

From recovered archive to a commissioned empirical scientific instrument.

FCV now separates reusable foundations, source-native empirical measurements, downstream experiment choices, and explicit instrument characterization. The Africa Observability Lab asks what known signals and external benchmarks the apparatus can recover before substantive results are over-interpreted.

Current research status

See what is implemented now, the three active evidence lanes, current blockers, and the highest-value next commissioning and experiment runs.

Open current status

Africa Observability Lab

Understand the calibration kernel, reusable synthetic effect-size observability, recovery levels, instrument-health dimensions, and calibration firewall.

Open Observability Lab

Calibration benchmarks

Review the official DHS commissioning targets, Briggs positive control, Breckner–Sunde handoff, prerequisites, and execution order.

Open benchmark catalog

Research system architecture

Understand the boundary between reusable foundations, FCV empirical facts, experiment-side scientific use, instrument characterization, and this human layer.

Open system map

Research workflow and validation

Follow the path from empirical production through experiment projection, gates, observability, external commissioning, estimation, and interpretation.

Open workflow

Validation status

Distinguish current contracted acceptance, observability/commissioning evidence, and recovered real-data calibration without collapsing them into one pipeline status.

Open validation status

Experiment surfaces

Review substantive FCV research surfaces separately from calibration benchmarks: what can run, what is partial, and what remains blocked.

Open experiment catalog

Recovered archive

Navigate the historical 2023 pipeline, spatial products, notebooks, dataset inventory, and legacy evidence when reconstruction or parity detail is needed.

Open archive map