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machine learning · coastal erosion · workflow

ML Workflow for Coastal Cliff Erosion Prediction

Typ FlussdiagrammStandard Sugiyama layered DAG + orthogonal routingEngine schematex-flowchartAktualisiert 26.9.2026
ML Workflow for Coastal Cliff Erosion Prediction
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Das Szenario

A coastal monitoring team needs an automated ML pipeline to predict erosion risk using LiDAR point clouds and tide gauge readings.

Was diese Zeichnung zeigt

Die dahinterstehenden Entscheidungen verstehen.

01

Proceed with deployment only when model performance is satisfactory

02

Trigger warning when predicted risk exceeds threshold

Reusable for any environmental prediction workflow that merges remote sensing and sensor time-series data.

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