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Red Tide Data Reanalysis

Red Tide Data Reanalysis

Discharge (Flow) — Create and Test Reanalysis Data on Discharge_Cms

00 Serialize RF Bloom Classifier and RobustScaler
01 Residual Bootstrap – CI Band Visualization
02 GLUE Ensemble — CI Band Visualization
03 EnKF Ensemble – CI Band Visualization
04 LPU Ensemble – CI Band Visualization
05 Method Comparison – CI Bands, Metrics Table, and Rank Histograms
06 Ensemble Member Inference (All Methods)

Total Nitrogen (TN) — Create and Test Reanalysis Data on Total_Nitrogen

Merge Observed Station Data
01 Serialize RF Bloom Classifier and RobustScaler
01 Residual Bootstrap – CI Band Visualization
02 GLUE Ensemble — CI Band Visualization
03 EnKF Ensemble – CI Band Visualization
04 LPU Ensemble – CI Band Visualization
Method Comparison â€” CI Bands, Metrics Table, and Rank Histograms
06 Ensemble Member Inference (All Methods)

Combined ML — Sample both discharge and nitrogen from ensembles

Joint Ensemble Member Inference (Discharge × Total Nitrogen)

Final Report

Final Report

Index

By John Holik

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