Published June 2, 2026
| Version v1
Dataset
Open
CoralBleach-ML: Processed Dataset and Model Outputs for Coral Bleaching Risk Prediction in the Coral Triangle, Indonesia
Authors/Creators
Description
Processed feature dataset and model output files supporting the manuscript: "Machine Learning-Based Coral Bleaching Risk Prediction in the Coral Triangle, Indonesia Using NOAA Coral Reef Watch Satellite Data." Includes SHAP values, confusion matrices, ablation results, bootstrap confidence intervals, and bleaching risk map outputs for May 2025. Raw satellite data sourced from NOAA Coral Reef Watch (https://coralreefwatch.noaa.gov) and NOAA CPC ONI Index.
Files
ablation_lead14d.json
Files
(617.9 MB)
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