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machine learning · coastal erosion · workflow

ML Workflow for Coastal Cliff Erosion Prediction

Type FlowchartStandard Sugiyama layered DAG + orthogonal routingEngine schematex-flowchartUpdated 9/26/2026
ML Workflow for Coastal Cliff Erosion Prediction
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The scenario

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

What is in this drawing

Read the decisions behind it.

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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