Earth Surface Dynamics – Physical GeographyK Van Oost Lab

Operational earth observation

Congo Basin Land-Cover Mapping
Operational Processing Dashboard

Operational production of annual land-cover states and land-cover transitions using satellite observations, ecological routing and machine-learning models.

Kasai Basin · 30 m resolution · 2017–2025 · 1,037 processing tiles

Demo snapshot
Complete
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Progress
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Producing
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Inferencing
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Unstarted
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Kasai production tiles

Map data temporarily unavailable.

Processing performance

—Processing capacityBased on median processing speed of the limiting pipeline stage.
—Observed recent throughputBased on the recent rate at which fully processed tiles have completed.
—Pipeline bottleneck
—Median producer time

Pipeline utilization —

Estimated completion

—at current processing capacity
—at observed recent pace

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Recent completed tiles

TileProducerInferenceOutputsCompleted

Current activity

    About this workflow

    This dashboard shows the operational processing status of a satellite-based land-cover mapping workflow for the Kasai Basin. Annual observations from 2017–2025 are processed tile-by-tile to produce land-cover states and transitions at 30 m resolution.